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Publications

Books

Chen, Q, Chen, B & Zhang, C 2014, Intelligent strategies for pathway mining model and pattern identification, Springer, Switzerland.
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Dieci, R, He, XZ & Hommes, C 2014, Preface.
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Chapters

Beliakov, G & Liu, S 2014, 'Parallel Monotone Spline Interpolation and Approximation on GPUs' in Couturier, R (ed), Designing Scientific Applications on GPUs, CRC Press, USA, pp. 295-310.
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Demong, NAR, Lu, J & Hussain, FK 2014, 'Personalised Property Investment Risk Analysis Model in the Real Estate Industry' in Guo, P & Pedrycz, W (eds), Human-Centric Decision-Making Models for Social Sciences, Springer, Berlin Heidelberg, pp. 369-390.
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Dieci, R, He, X & Hommes, C 2014, 'Introduction' in Dieci, R, He, X & Hommes, C (eds), Nonlinear Economic Dynamics and Financial Modelling: Essays in Honour of Carl Chiarella, Springer, pp. 1-7.
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Durham, G & Geweke, J 2014, 'Adaptive Sequential Posterior Simulators for Massively Parallel Computing Environments' in Jeliazkov, I & Poirier, D (eds), Bayesian Model Comparison (Advances in Econometrics), Emerald Group Publishing Limited, USA, pp. 1-44.
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Memon, T, Hussain, FK & Lu, J 2014, 'Human-Centric Cognitive Decision Support System for Ill-Structured Problems' in Guo, P & Pedrycz, W (eds), Human-Centric Decision-Making Models for Social Sciences, Springer, Germany, pp. 289-313.
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Moreno-Mas, M, Estelles-Miguel, S, Merigo, JM & González-Vázquez, E 2014, 'Management by processes: An effective tool for employee motivation' in Action-Based Quality Management: Strategy and Tools for Continuous Improvement, pp. 43-51.
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Müller, JP, Yu, PS, Cao, L, Zeng, Y, Symeonidis, AL & Gorodetsky, V 2014, 'Preface' in Agents and Data Mining Interaction, pp. VI-VI.
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Narasimha Murty, M, He, X, Raghavendra Rao, C & Weng, P 2014, 'Preface'.
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Román, CP, García, MPC & Merigó, JM 2014, 'The integration of social networks in the competitiveness of cooperation networks: An analysis to be applied in pharmacies' in Strategies in E-Business: Positioning and Social Networking in Online Markets, pp. 105-113.
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Xu, G, Wu, Z, Cao, J & Tao, H 2014, 'Models for Community Dynamics' in Alhajj, R & Rokne, J (eds), Encyclopedia of Social Network Analysis and Mining, Springer Reference, pp. 969-982.
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Journal articles

Agarwal, N, Zhou, A & Xu, G 2014, 'Social cyber systems—Challenges, opportunities, and beyond', Journal of Systems and Software, vol. 94, pp. 1-3.
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Ambusaidi, MA, Tan, Z, He, X, Nanda, P, Lu, LF & Jamdagni, A 2014, 'Intrusion detection method based on nonlinear correlation measure', International Journal of Internet Protocol Technology, vol. 8, no. 2/3, pp. 77-86.
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Apeh, E, Gabrys, B & Schierz, A 2014, 'Customer profile classification: To adapt classifiers or to relabel customer profiles?', NEUROCOMPUTING, vol. 132, pp. 3-13.
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Arsene, CTC & Gabrys, B 2014, 'Mixed simulation-state estimation of water distribution systems based on a least squares loop flows state estimator', APPLIED MATHEMATICAL MODELLING, vol. 38, no. 2, pp. 599-619.
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Ashraf, J, Hussain, O & Hussain, FK 2014, 'Empirical analysis of domain ontology usage on the Web: eCommerce domain in focus', Concurrency and Computation: Practice and Experience, vol. 26, no. 5, pp. 1157-1184.
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Ashraf, J, Hussain, OK & Hussain, FK 2014, 'Making sense from Big RDF Data: OUSAF for measuring ontology usage', Software: Practice and Experience.
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Bateman, H, Eckert, C, Geweke, J, Louviere, JJ, Satchell, SE & Thorp, SJ 2014, 'Financial competence, risk presentation and retirement portfolio preferences', Journal of Pension Economics and Finance, vol. 13, no. 1, pp. 27-61.
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Belles-Sampera, J, Merigo, JM, Guillen, M & Santolino, M 2014, 'Indicators for the characterization of discrete Choquet integrals', INFORMATION SCIENCES, vol. 267, pp. 201-216.
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Bian, W & Tao, D 2014, 'Asymptotic Generalization Bound of Fisher's Linear Discriminant Analysis', IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, vol. 36, no. 12, pp. 2325-2337.
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Bian, W, Zhou, T, Martinez, AM, Baciu, G & Tao, D 2014, 'Minimizing Nearest Neighbor Classification Error for Nonparametric Dimension Reduction', IEEE Transactions on Neural Networks and Learning Systems, vol. 25, no. 8, pp. 1588-1594.
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Bouwmans, T, Gonzàlez, J, Shan, C, Piccardi, M & Davis, L 2014, 'Special issue on background modeling for foreground detection in real-world dynamic scenes', Machine Vision and Applications, vol. 25, no. 5, pp. 1101-1103.
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Brandl, MB, Pasquier, E, Li, F, Beck, D, Zhang, S, Zhao, H, Kavallaris, M & Wong, STC 2014, 'Computational analysis of image-based drug profiling predicts synergistic drug combinations: applications in triple-negative breast cancer.', Molecular Oncology, vol. 8, no. 8, pp. 1548-1560.
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Bubna-Litic, K & Stoianoff, NP 2014, 'Carbon pricing and renewable energy innovation: A comparison of Australian, British and Canadian carbon pricing policies', Environmental and Planning Law Journal, vol. 31, no. 5.
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Cabibihan, J-J, Williams, M-A & Simmons, R 2014, 'When Robots Engage Humans', International Journal of Social Robotics, vol. 6, no. 3, pp. 311-313.
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Cao, L 2014, 'Non-IIDness Learning in Behavioral and Social Data', The Computer Journal, vol. 57, no. 9, pp. 1358-1370.
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Cao, L & Joachims, T 2014, 'Behavior Computing', IEEE Intelligent Systems, vol. 29, no. 4, pp. 62-66.
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Cao, L & Xu, G 2014, 'Behavior Informatics: A New Perspective', IEEE Intelligent Systems, vol. 29, no. 4, pp. 62-80.
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Chacon, D, Beck, D, Perera, D, Wong, JW & Pimanda, JE 2014, 'BloodChIP: a database of comparative genome-wide transcription factor binding profiles in human blood cells.', Nucleic Acids Research, vol. 42, no. D1, pp. D172-D177.
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Chen, X, Liu, L, Luo, D, Xu, G, Lu, Y, Liu, M & Gao, R 2014, 'A Spectral Clustering Algorithm Based on Hierarchical Method', pp. 111-123.
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Chiarella, C, He, X & Zwinkels, R 2014, 'Heterogeneous expectations in asset pricing: Empirical evidence from the S&P500', Journal of Economic Behavior and Organization, vol. 105, pp. 1-16.
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D'Agostino, R, Day, S, Greenhouse, J & Ryan, L 2014, 'Editors' Note', Statistics in Medicine, vol. 33, no. 1, p. 1.
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Demong, NAR, Lu, J & Hussain, FK 2014, 'Personalised property investment risk analysis model in the real estate industry', Studies in Computational Intelligence, vol. 502, pp. 369-390.
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Deng, C, Ji, R, Tao, D, Gao, X & Li, X 2014, 'Weakly Supervised Multi-Graph Learning for Robust Image Reranking', IEEE Transactions On Multimedia, vol. 16, no. 3, pp. 785-795.
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Deng, S, Huang, L & Xu, G 2014, 'Social network-based service recommendation with trust enhancement', Expert Systems with Applications, vol. 41, no. 18, pp. 8075-8084.
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Deng, Z, Choi, K-S, Cao, L & Wang, S 2014, 'T2FELA: Type-2 Fuzzy Extreme Learning Algorithm for Fast Training of Interval Type-2 TSK Fuzzy Logic System', IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, vol. 25, no. 4, pp. 664-676.
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Di Guilmi, C, He, X & Li, K 2014, 'Herding, trend chasing and market volatility', Journal of Economic Dynamics and Control, vol. 48, pp. 349-373.
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Diffner, E, Beck, D, Gudgin, E, Thoms, JAI, Knezevic, K, Pridans, C, Foster, S, Goode, D, Khong Lim, W, Boelen, L, Metzeler, KH, Micklem, G, Bohlander, SK, Buske, C, Burnett, A, Ottersbach, K, Vassiliou, GS, Olivier, J, Wong, JWH, Gottgens, B, Huntly, BJ & Pimanda, JE 2014, 'Erratum: Activity of a heptad of transcription factors is associated with stem cell programs and clinical outcome in acute myeloid leukemia (Blood (2013) 121:12 (2289-2300))', Blood, vol. 123, no. 18, p. 2901.
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Dong, XJ, Liu, EQ, Yang, J & Wu, Q 2014, 'Visible and infrared automatic image registration based on SLER', Hongwai Yu Haomibo Xuebao/Journal of Infrared and Millimeter Waves, vol. 33, no. 1, pp. 90-97.
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Durao, F, Bayyapu, K, Xu, G, Dolog, P & Lage, R 2014, 'Expanding user's query with tag-neighbors for effective medical information retrieval', Multimedia Tools and Applications, vol. 71, no. 2, pp. 905-929.
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Durham, G & Geweke, J 2014, 'Improving Asset Price Prediction When All Models are False', Journal of Financial Econometrics, vol. 12, no. 2, pp. 278-306.
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Fong, S, Deb, S, Yang, X-S & Li, J 2014, 'Feature Selection in Life Science Classification: Metaheuristic Swarm Search', IT PROFESSIONAL, vol. 16, no. 4, pp. 24-29.
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Frischknecht, BD, Eckert, C, Geweke, J & Louviere, JJ 2014, 'A Simple Method to Estimate Preference Parameters for Individuals', International Journal of Research in Marketing, vol. 31, pp. 35-48.
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Fu, B, Wang, Z, Xu, G & Cao, L 2014, 'Multi-label learning based on iterative label propagation over graph', Pattern Recognition Letters, vol. 42, pp. 85-90.
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Fu, Y, Li, B, Zhu, X & Zhang, C 2014, 'Active Learning without Knowing Individual Instance Labels: A Pairwise Label Homogeneity Query Approach', IEEE Transactions On Knowledge And Data Engineering, vol. 26, no. 4, pp. 808-822.
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Geweke, J 2014, 'Review essay on Charles F. Manski's public policy in an uncertain world: Analysis and decisions', Journal of Economic Literature, vol. 52, no. 3, pp. 799-804.
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Geweke, J & Amisano, G 2014, 'Analysis of variance for Bayesian inference', Econometric Reviews, vol. 33, no. 1-4, pp. 270-288.
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Geweke, J & Petrella, L 2014, 'Likelihood-based Inference for Regular Functions with Fractional Polynomial Approximations', Journal of Econometrics, vol. 183, no. 1, pp. 22-30.
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Ghous, H, Kennedy, PJ, Ho, N & Catchpoole, DR 2014, 'Comparing Functional Visualisations of Lists of Genes using Singular Value Decomposition', Journal of Research and Practice in Information Technology, vol. 47, no. 1, pp. 47-76.
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Gil-Lafuente, AM, Merigo, JM & Vizuete, E 2014, 'Analysis of luxury resort hotels by using the Fuzzy Analytic Hierarchy Process and the Fuzzy Delphi Method', ECONOMIC RESEARCH-EKONOMSKA ISTRAZIVANJA, vol. 27, no. 1, pp. 244-266.
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Gong, C, Fu, K, Loza, A, Wu, Q, Liu, J & Yang, J 2014, 'PageRank tracker: from ranking to tracking.', IEEE transactions on cybernetics, vol. 44, no. 6, pp. 882-893.
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Gong, C, Fu, K, Wu, Q, Tu, E & Yang, J 2014, 'Semi-supervised classification with pairwise constraints', Neurocomputing, vol. 139, pp. 130-137.
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Goodswen, SJ, Kennedy, PJ & Ellis, JT 2014, 'Discovering a vaccine against neosporosis using computers: is it feasible?', Trends In Parasitology, vol. 30, no. 8, pp. 401-411.
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Goodswen, SJ, Kennedy, PJ & Ellis, JT 2014, 'Enhancing In Silico Protein-Based Vaccine Discovery for Eukaryotic Pathogens Using Predicted Peptide-MHC Binding and Peptide Conservation Scores', PLOS ONE, vol. 9, no. 12.
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Goodswen, SJ, Kennedy, PJ & Ellis, JT 2014, 'Vacceed: a high-throughput in silico vaccine candidate discovery pipeline for eukaryotic pathogens based on reverse vaccinology', Bioinformatics, vol. 30, no. 16, pp. 2381-2383.
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Gu, Y, Yang, Z, Xu, G, Nakano, M, Toyoda, M & Kitsuregawa, M 2014, 'Exploration on efficient similar sentences extraction', World Wide Web, vol. 17, no. 4, pp. 595-626.
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Guan, N, Wei, L, Luo, Z & Tao, D 2014, 'Limited-Memory Fast Gradient Descent Method for Graph Regularized Nonnegative Matrix Factorization', PLoS One, vol. 9, no. 1.
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Gui, J, Tao, DC, Sun, ZN, Luo, Y, You, XG & Tang, YY 2014, 'Group Sparse Multiview Patch Alignment Framework With View Consistency for Image Classification', IEEE Transactions on Image Processing, vol. 23, no. 7, pp. 3126-3137.
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Han, B, Zhao, X, Tao, D, Li, X, Hu, Z & Hu, H 2014, 'Dayside aurora classification via BIFs-based sparse representation using manifold learning', INTERNATIONAL JOURNAL OF COMPUTER MATHEMATICS, vol. 91, no. 11, pp. 2415-2426.
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Hasan, MA, Xu, M, He, X & Xu, C 2014, 'CAMHID: Camera Motion Histogram Descriptor and Its Application to Cinematographic Shot Classification', IEEE Transactions on Circuits and Systems for Video Technology, vol. 24, no. 10, pp. 1682-1695.
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He, W, Xu, G & Kruck, SE 2014, 'Online IS education for the 21st century', Journal of Information Systems Education, vol. 25, no. 2, pp. 101-105.
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He, X, Chomsiri, T, Nanda, P & Tan, Z 2014, 'Improving Cloud Network Security using the Tree-Rule Firewall', Future Generation Computer Systems, vol. 30, pp. 116-126.
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Hong, RC, Wang, M, Gao, Y, Tao, DC, Li, XL & Wu, XD 2014, 'Image Annotation by Multiple-Instance Learning With Discriminative Feature Mapping and Selection', IEEE Transactions on Cybernetics, vol. 44, no. 5, pp. 669-680.
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Huque, MH, Bondell, HD & Ryan, L 2014, 'On the impact of covariate measurement error on spatial regression modelling', Environmetrics, vol. 25, no. 8, pp. 560-570.
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Hussain, FK & Dong, H 2014, 'Self-Adaptive Semantic Focused Crawler for Mining Services Information Discovery', IEEE Transactions on Industrial Informatics, vol. 10, no. 2, pp. 1616-1626.
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Jan, MA, Nanda, P, He, X & Liu, RP 2014, 'PASCCC: Priority-based application-specific congestion control clustering protocol', Computer Networks, vol. 74, no. B, pp. 92-102.
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Ji, R, Gao, Y, Hong, R, Liu, Q, Tao, D & Li, X 2014, 'Spectral-Spatial Constraint Hyperspectral Image Classification', IEEE Transactions on Geoscience and Remote Sensing, vol. 52, no. 3, pp. 1811-1824.
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Katayama, T, Wilkinson, MD, Aoki-Kinoshita, KF, Kawashima, S, Yamamoto, Y, Yamaguchi, A, Okamoto, S, Kawano, S, Kim, J-D, Wang, Y, Wu, H, Kano, Y, Ono, H, Bono, H, Kocbek, S, Aerts, J, Akune, Y, Antezana, E, Arakawa, K, Aranda, B, Baran, J, Bolleman, J, Bonnal, RJP, Buttigieg, PL, Campbell, MP, Chen, Y-A, Chiba, H, Cock, PJA, Cohen, KB, Constantin, A, Duck, G, Dumontier, M, Fujisawa, T, Fujiwara, T, Goto, N, Hoehndorf, R, Igarashi, Y, Itaya, H, Ito, M, Iwasaki, W, Kalas, M, Katoda, T, Kim, T, Kokubu, A, Komiyama, Y, Kotera, M, Laibe, C, Lapp, H, Luetteke, T, Marshall, MS, Mori, T, Mori, H, Morita, M, Murakami, K, Nakao, M, Narimatsu, H, Nishide, H, Nishimura, Y, Nystrom-Persson, J, Ogishima, S, Okamura, Y, Okuda, S, Oshita, K, Packer, NH, Prins, P, Ranzinger, R, Rocca-Serra, P, Sansone, S, Sawaki, H, Shin, S-H, Splendiani, A, Strozzi, F, Tadaka, S, Toukach, P, Uchiyama, I, Umezaki, M, Vos, R, Whetzel, PL, Yamada, I, Yamasaki, C, Yamashita, R, York, WS, Zmasek, CM, Kawamoto, S & Takagi, T 2014, 'BioHackathon series in 2011 and 2012: penetration of ontology and linked data in life science domains', JOURNAL OF BIOMEDICAL SEMANTICS, vol. 5.
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Kennedy, PJ 2014, 'Redesign of Data Analytics Major: Challenges and Lessons Learned', Procedia - Social and Behavioral Sciences, vol. 116, pp. 1373-1377.
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Kusakunniran, W, Wu, Q, Li, H, Zhang, J & Wang, L 2014, 'Recognizing Gaits across Views through Correlated Motion Co-clustering', IEEE Transactions on Image Processing, vol. 23, no. 2, pp. 696-709.
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Li, C, Chen, P, Wang, R, Wang, X, Su, Y & Li, J 2014, 'PPI-IRO: A Two-Stage Method for Protein-Protein Interaction Extraction Based on Interaction Relation Ontology', International Journal of Data Mining and Bioinformatics, vol. 10, no. 1, pp. 98-119.
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Li, Z, Gong, D, Qiao, Y & Tao, D 2014, 'Common Feature Discriminant Analysis for Matching Infrared Face Images to Optical Face Images', IEEE Transactions On Image Processing, vol. 23, no. 6, pp. 2436-2445.
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Liang, G, Zhu, X & Zhang, C 2014, 'The effect of varying levels of class distribution on bagging for different algorithms: An empirical study', International Journal of Machine Learning and Cybernetics, vol. 5, no. 1, pp. 63-71.
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Lin, Z, Jiang, Y, Tang, Q & He, X 2014, 'Does High-Quality Financial Reporting Mitigate the Negative Impact of Global Financial Crises on Firm Performance? Evidence from the United Kingdom', Australasian Accounting, Business and Finance Journal, vol. 8, no. 5, pp. 19-46.
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Liu, B, Xiao, Y, Yu, PS, Cao, L, Zhang, Y & Hao, Z 2014, 'Uncertain One-Class Learning and Concept Summarization Learning on Uncertain Data Streams', IEEE Transactions on Knowledge and Data Engineering, vol. 26, no. 2, pp. 468-484.
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Liu, B, Xiao, Y, Yu, PS, Hao, Z & Cao, L 2014, 'An efficient orientation distance–based discriminative feature extraction method for multi-classification', Knowledge and Information Systems, vol. 39, no. 2, pp. 409-433.
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Liu, B, Xiao, YS, Yu, PS, Hao, ZF & Cao, LB 2014, 'An Efficient Approach for Outlier Detection with Imperfect Data Labels', IEEE Transactions on Knowledge and Data Engineering, vol. 26, no. 7, pp. 1602-1616.
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Liu, H-D, Yang, M, Gao, Y & Cao, L 2014, 'Fast Local Histogram Specification', IEEE Transactions on Circuits and Systems for Video Technology, vol. 24, no. 11, pp. 1833-1843.
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Liu, Q, Chen, YP & Li, J 2014, 'k-Partite cliques of protein interactions: A novel subgraph topology for functional coherence analysis on PPI networks', Journal of Theoretical Biology, vol. 340, pp. 146-154.
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Liu, Q, Hoi, SC, Kwoh, C, Wong, L & Li, J 2014, 'Integrating water exclusion theory into beta contacts to predict binding free energy changes and binding hot spots', BMC Bioinformatics, vol. 15, no. 57.
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Liu, Q, Li, Z & Li, J 2014, 'Use B-factor related features for accurate classification between protein binding interfaces and crystal packing contacts', BMC Bioinformatics, vol. 15, no. Suppl 16, pp. S3-S3.
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Liu, W, Li, Y, Lin, X, Tao, D & Wang, Y 2014, 'Hessian-regularized co-training for social activity recognition.', PLoS ONE, vol. 9, no. 9, pp. 1-10.
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Liu, W, Tao, D, Cheng, J & Tang, Y 2014, 'Multiview Hessian discriminative sparse coding for image annotation', Computer Vision and Image Understanding, vol. 118, pp. 50-60.
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Liu, XW, Wang, L, Zhang, J, Yin, JP & Liu, H 2014, 'Global and Local Structure Preservation for Feature Selection', IEEE Transactions on Neural Networks and Learning Systems, vol. 25, no. 6, pp. 1083-1095.
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Llopis-Albert, C, Palacios-Marques, D & Merigo, JM 2014, 'A coupled stochastic inverse-management framework for dealing with nonpoint agriculture pollution under groundwater parameter uncertainty', JOURNAL OF HYDROLOGY, vol. 511, pp. 10-16.
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Lu, S, Mei, T, Wang, J, Zhang, J, Wang, Z & Li, S 2014, 'Browse-to-Search: Interactive Exploratory Search with Visual Entities', ACM Transactions on Information Systems, vol. 32, no. 4.
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Luo, Y, Liu, T, Tao, D & Xu, C 2014, 'Decomposition-Based Transfer Distance Metric Learning for Image Classification', IEEE Transactions On Image Processing, vol. 23, no. 9, pp. 3789-3801.
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Ma, LY, Yang, XK & Tao, DC 2014, 'Person Re-Identification Over Camera Networks Using Multi-Task Distance Metric Learning', IEEE Transactions on Image Processing, vol. 23, no. 8, pp. 3656-3670.
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Maity, A, Williams, PL, Ryan, L, Missmer, SA, Coull, BA & Hauser, R 2014, 'Analysis of in vitro fertilization data with multiple outcomes using discrete time-to-event analysis', Statistics in Medicine, vol. 33, no. 10, pp. 1738-1749.
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Marin, L, Valls, A, Isern, D, Moreno, A & Merigo, JM 2014, 'Induced Unbalanced Linguistic Ordered Weighted Average and Its Application in Multiperson Decision Making', SCIENTIFIC WORLD JOURNAL.
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Merigo, JM & Gil-Lafuente, AM 2014, 'Computational Intelligence in Business Administration', COMPUTER SCIENCE AND INFORMATION SYSTEMS, vol. 11, no. 2.

Merigó, JM & Peris-Ortiz, M 2014, 'Entrepreneurship and decisionmaking in latin america', Innovar, vol. 24, pp. 101-111.
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Merigo, JM, Casanovas, M & Liu, P 2014, 'Decision Making with Fuzzy Induced Heavy Ordered Weighted Averaging Operators', INTERNATIONAL JOURNAL OF FUZZY SYSTEMS, vol. 16, no. 3, pp. 277-289.

Merigo, JM, Casanovas, M & Palacios-Marques, D 2014, 'Linguistic group decision making with induced aggregation operators and probabilistic information', APPLIED SOFT COMPUTING, vol. 24, pp. 669-678.
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Merigo, JM, Casanovas, M & Yang, J-B 2014, 'Group decision making with expertons and uncertain generalized probabilistic weighted aggregation operators', EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, vol. 235, no. 1, pp. 215-224.
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Merigo, JM, Casanovas, M & Zeng, S 2014, 'Distance measures with heavy aggregation operators', APPLIED MATHEMATICAL MODELLING, vol. 38, no. 13, pp. 3142-3153.
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Moghaddam, Z & Piccardi, M 2014, 'Training Initialization of Hidden Markov Models in Human Action Recognition', IEEE Transactions on Automation Science and Engineering, vol. 11, no. 2, pp. 394-408.
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Moonsamy, V, Rong, J & Liu, S 2014, 'Mining permission patterns for contrasting clean and malicious android applications', FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, vol. 36, pp. 122-132.
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Movassaghigilani, S, Abolhasan, M, Smith, DB, Lipman, J & Jamalipour, A 2014, 'Wireless Body Area Networks: A Survey', IEEE Communication Surveys and Tutorials, vol. 16, no. Third Quarter 2014, pp. 1658-1686.
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Musial, K, Brodka, P, Kazienko, P & Gaworecki, J 2014, 'Extraction of Multilayered Social Networks from Activity Data', SCIENTIFIC WORLD JOURNAL.
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Ou, W, You, X, Tao, D, Zhang, P, Tang, Y & Zhu, Z 2014, 'Robust face recognition via occlusion dictionary learning', Pattern Recognition, vol. 47, no. 4, pp. 1559-1572.
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Perera, D, Chacon, D, Thoms, JAI, Poulos, RC, Shlien, A, Beck, D, Campbell, PJ, Pimanda, JE & Wong, JWH 2014, 'OncoCis: annotation of cis-regulatory mutations in cancer.', Genome Biology, vol. 15, no. 10, pp. 1-14.
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Poon, AH, Houseman, EA, Ryan, L, Sparrow, D, Vokonas, PS & Litonjua, AA 2014, 'Variants of asthma and chronic obstructive pulmonary disease genes and lung function decline in aging.', Journals of Gerontology - Series A Biological Sciences and Medical Sciences, vol. 69, no. 7, pp. 907-913.
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Qiao, M, Cheng, J, Bian, W & Tao, D 2014, 'Biview Learning for Human Posture Segmentation from 3D Points Cloud', PLoS One, vol. 9, no. 1, pp. e85811-e85811.
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Ramezani, F, Lu, J & Hussain, FK 2014, 'Task-Based System Load Balancing in Cloud Computing Using Particle Swarm Optimization', International Journal of Parallel Programming, vol. 42, pp. 1-12.
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Rehman, Z, Hussain, OK & Hussain, FK 2014, 'Parallel Cloud Service Selection and Ranking Based on QoS History', International Journal of Parallel Programming, vol. 42, pp. 820-852.
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Ren, J, Ellis, JT & Li, J 2014, 'Influenza A HA's conserved epitopes and broadly neutralizing antibodies: a prediction method', Journal of Bioinformatics and Computational Biology, vol. 12, no. 5.
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Ren, J, liu, Q, Ellis, J & Li, J 2014, 'Tertiary structure-based prediction of conformational B-cell epitopes through B factors', Bioinformatics, vol. 30, no. 12, pp. 264-273.
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Shao, L, Zhen, X, Tao, D & Li, X 2014, 'Spatio-Temporal Laplacian Pyramid Coding for Action Recognition', IEEE TRANSACTIONS ON CYBERNETICS, vol. 44, no. 6, pp. 817-827.
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Shen, H, Li, X, Zhang, L, Tao, D & Zeng, C 2014, 'Compressed Sensing-Based Inpainting of Aqua Moderate Resolution Imaging Spectroradiometer Band 6 Using Adaptive Spectrum-Weighted Sparse Bayesian Dictionary Learning', IEEE Transactions on Geoscience and Remote Sensing, vol. 51, no. 2, pp. 894-906.
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Song, M, Tao, D, Sun, S, Chen, C & Maybank, SJ 2014, 'Robust 3D face landmark localization based on local coordinate coding.', IEEE transactions on image processing : a publication of the IEEE Signal Processing Society, vol. 23, no. 12, pp. 5108-5122.
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Song, R, Liu, Q, Hutvagner, G, Hung, N, Ramamohanarao, K, Wong, L & Li, J 2014, 'Rule discovery and distance separation to detect reliable miRNA biomarkers for the diagnosis of lung squamous cell carcinoma', BMC GENOMICS, vol. 15.
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Sun, LE, Dong, H, Hussain, FK, Khadeer Husseain, O & Chang, E 2014, 'Cloud Service Selection: State-of-the-Art and Future Research Directions', Journal of Network and Computer Applications, vol. 99, no. 1, pp. 1-12.
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Sun, Y, Liu, Q, Tang, J & Tao, D 2014, 'Learning Discriminative Dictionary for Group Sparse Representation', IEEE Transactions on Image Processing, vol. 23, no. 9, pp. 3816-3828.
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Tafavogh, S, Catchpoole, DR & Kennedy, PJ 2014, 'Cellular quantitative analysis of neuroblastoma tumor and splitting overlapping cells', BMC BIOINFORMATICS, vol. 15.
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Tan, Z, Jamdagni, A, He, X, Nanda, P & Liu, RP 2014, 'A System for Denial-of-Service Attack Detection Based on Multivariate Correlation Analysis', IEEE Transactions on Parallel and Distributed Systems, vol. 25, no. 2, pp. 447-456.
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Tan, Z, Nagar, U, He, X, Nanda, P & Liu, R 2014, 'Enhancing Big Data Security with Collaborative Intrusion Detection', IEEE Cloud Computing Magazine, pp. 34-40.
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Tang, J, Tao, D, Qi, G-J & Huet, B 2014, 'Social media mining and knowledge discovery', Multimedia Systems, vol. 20, no. 6, pp. 633-634.
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Thi, TH, Wang, L, Ye, N, Zhang, J, Maurer-Stroh, S & Cheng, L 2014, 'Recognizing flu-like symptoms from videos.', BMC Bioinformatics, vol. 15, pp. 1-10.
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Tu, E, Cao, L, Yang, J & Kasabov, N 2014, 'A novel graph-based k-means for nonlinear manifold clustering and representative selection', Neurocomputing, vol. 143, pp. 109-122.
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Tushar, W, Zhang, JA, Smith, DB, Poor, HV & Thiébaux, S 2014, 'Prioritizing Consumers in Smart Grid: A Game Theoretic Approach', IEEE Transactions on Smart Grid, vol. 5, no. 3, pp. 1429-1438.
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Vitale, J, Williams, M-A, Johnston, B & Boccignone, G 2014, 'Affective facial expression processing via simulation: A probabilistic model', Biologically Inspired Cognitive Architectures, vol. 10, pp. 30-41.
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Wang, B, Gao, X, Tao, DC & Li, XL 2014, 'A Nonlinear Adaptive Level Set for Image Segmentation', IEEE Transactions on Cybernetics, vol. 44, no. 3, pp. 418-428.
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Wang, C, Cao, L, Gaussier, E, Li, J, Ou, Y & Luo, D 2014, 'Coupled Behavior Representation, Modeling, Analysis, and Reasoning', IEEE Intelligent Systems, vol. 29, no. 4, pp. 66-69.
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Wang, C, Tong, T, Cao, L & Miao, B 2014, 'Non-parametric shrinkage mean estimation for quadratic loss functions with unknown covariance matrices', Journal of Multivariate Analysis, vol. 125, pp. 222-232.
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Wang, D, Yuan, C, Sun, Y, Zhang, J & Jin, X 2014, 'A fast mode decision algorithm applied to Coarse-Grain quality Scalable Video Coding', Journal of Visual Communication and Image Representation, vol. 25, no. 7, pp. 1631-1639.
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Wang, H, Xu, Y & Merigo, JM 2014, 'PRIORITIZED AGGREGATION FOR NON-HOMOGENEOUS GROUP DECISION MAKING IN WATER RESOURCE MANAGEMENT', ECONOMIC COMPUTATION AND ECONOMIC CYBERNETICS STUDIES AND RESEARCH, vol. 48, no. 1, pp. 247-257.

Wang, J, Xu, M, He, X, Lu, H & Hoang, DB 2014, 'A hybrid domain enhanced framework for video retargeting with spatialtemporal importance and 3D grid optimization', Signal Processing, vol. 94, pp. 33-47.
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Wang, M, Tao, D & Huet, B 2014, 'Multimedia modeling', Information Sciences, vol. 281, pp. 521-522.
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Wang, N, Tao, D, Gao, X, Li, X & Li, J 2014, 'A Comprehensive Survey to Face Hallucination', International journal of computer vision, vol. 106, no. 1, pp. 9-30.
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Wang, Y, Tao, D, Li, X, Song, M, Bu, J & Tan, P 2014, 'Video Tonal Stabilization via Color States Smoothing', IEEE Transactions on Image Processing, vol. 23, no. 11, pp. 4838-4849.
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Welsh, P, Woodward, M, Hillis, GS, Li, Q, Marre, M, Williams, B, Poulter, N, Ryan, L, Harrap, S, Patel, A, Chalmers, J & Sattar, N 2014, 'Do Cardiac Biomarkers NT-proBNP and hsTnT Predict Microvascular Events in Patients With Type 2 Diabetes? Results From the ADVANCE Trial', DIABETES CARE, vol. 37, no. 8, pp. 2202-2210.
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Wu, J, Zhu, X, Zhang, C & Yu, PS 2014, 'Bag Constrained Structure Pattern Mining for Multi-Graph Classification', IEEE Transactions on Knowledge and Data Engineering, vol. 26, no. 10, pp. 2382-2396.
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Wu, Y, Ma, B, Yang, M, Zhang, J & Jia, Y 2014, 'Metric Learning Based Structural Appearance Model for Robust Visual Tracking', IEEE Transactions on Circuits and Systems for Video Technology, vol. 24, no. 5, pp. 865-877.
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Xiao, Y, Liu, B, Hao, Z & Cao, L 2014, 'A K-Farthest-Neighbor-based approach for support vector data description', Applied Intelligence, vol. 41, no. 1, pp. 196-211.
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Xiao, YS, Liu, B, Hao, ZF & Cao, LB 2014, 'A Similarity-Based Classification Framework for Multiple-Instance Learning', IEEE Transactions on Cybernetics, vol. 44, no. 4, pp. 500-515.
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Xie, K, Fu, K, Zhou, T, Zhang, J, Yang, J & Wu, Q 2014, 'Small target detection based on accumulated center-surround difference measure', Infrared Physics and Technology, vol. 67, pp. 229-236.
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Xu, C, Liu, Y-J, Sun, Q, Li, J & He, Y 2014, 'Polyline-sourced Geodesic Voronoi Diagrams on Triangle Meshes', Computer Graphics Forum, vol. 33, no. 7, pp. 161-170.
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Xu, C, Tao, D & Xu, C 2014, 'Large-Margin Multi-View Information bottleneck', IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 36, no. 8, pp. 1559-1572.
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Xu, G, Zhou, A & Agarwal, N 2014, 'Special issue on social computing and its applications', Computer Journal, vol. 57, no. 9, pp. 1279-1280.
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Xu, J, Wu, Q, Zhang, J & Tang, Z 2014, 'Exploiting Universum data in AdaBoost using gradient descent', Image and Vision Computing, vol. 32, no. 8, pp. 550-557.
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Xu, J, Wu, Q, Zhang, J, Shen, F & Tang, Z 2014, 'Boosting Separability in Semisupervised Learning for Object Classification', IEEE Transactions on Circuits and Systems for Video Technology, vol. 24, no. 7, pp. 1197-1208.
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Xu, M, Wang, J, He, X, Jin, JS, Luo, S & Lu, H 2014, 'A three-level framework for affective content analysis and its case studies', Multimedia Tools and Applications, vol. 70, no. 2, pp. 757-779.
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Xu, Y, Wang, H & Merigo, JM 2014, 'INTUITIONISTIC FUZZY EINSTEIN CHOQUET INTEGRAL OPERATORS FOR MULTIPLE ATTRIBUTE DECISION MAKING', TECHNOLOGICAL AND ECONOMIC DEVELOPMENT OF ECONOMY, vol. 20, no. 2, pp. 227-253.
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Xu, Z, Zhang, Y & Cao, L 2014, 'Social Image Analysis From a Non-IID Perspective', IEEE Transactions on Multimedia, vol. 16, no. 7, pp. 1986-1998.
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Yang, W, Gao, Y, Cao, L, Yang, M & Shi, Y 2014, 'mPadal: a joint local-and-global multi-view feature selection method for activity recognition', APPLIED INTELLIGENCE, vol. 41, no. 3, pp. 776-790.
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Yang, X, Gao, XB, Tao, DC & Li, XL 2014, 'Improving Level Set Method for Fast Auroral Oval Segmentation', IEEE Transactions on Image Processing, vol. 23, no. 7, pp. 2854-2865.
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Yin, H, Cui, B, Sun, Y, Hu, Z & Chen, L 2014, 'LCARS: A Spatial Item Recommender System', ACM Trans. Inf. Syst., vol. 32, no. 3, pp. 1-37.
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You, X, Li, Q, Tao, D, Ou, W & Gong, M 2014, 'Local Metric Learning for Exemplar-Based Object Detection', Circuits and Systems for Video Technology, IEEE Transactions on, vol. 24, pp. 1265-1276.
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You, X, Wang, R & Tao, D 2014, 'Diverse Expected Gradient Active Learning for Relative Attributes', IEEE Transactions On Image Processing, vol. 23, no. 7, pp. 3203-3217.
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Yu, J, Gao, X, Tao, D, Li, X & Zhang, K 2014, 'A Unified Learning Framework for Single Image Super-Resolution', IEEE Transactions on Neural Networks and Learning Systems, vol. 25, no. 4, pp. 780-792.
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Yu, J, Rui, Y & Tao, D 2014, 'Click Prediction for Web Image Reranking Using Multimodal Sparse Coding', IEEE Transactions On Image Processing, vol. 23, no. 5, pp. 2019-2032.
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Yu, J, Rui, Y, Tang, YY & Tao, D 2014, 'High-Order Distance-Based Multiview Stochastic Learning in Image Classification', IEEE Transactions on Cybernetics, vol. 44, no. 12, pp. 2431-2442.
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Yue, XD, Miao, DQ, Cao, LB, Wu, Q & Chen, YF 2014, 'An efficient color quantization based on generic roughness measure', Pattern Recognition, vol. 47, no. 4, pp. 1777-1789.
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Zeng, C, Jia, W, He, X & Zhang, L 2014, 'Text Detection in Born-Digital Images using IT-LBP', Journal of Algorithms and Computational Technology, vol. 8, no. 1, pp. 127-142.
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Zeng, S, Wang, Q, Merigo, JM & Pan, T 2014, 'Induced intuitionistic fuzzy ordered weighted averaging - weighted average operator and its application to business decision-making', COMPUTER SCIENCE AND INFORMATION SYSTEMS, vol. 11, no. 2, pp. 839-857.
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Zhang, L, Zhang, L, Tao, D & Huang, X 2014, 'Sparse Transfer Manifold Embedding for Hyperspectral Target Detection', IEEE Transactions on Geoscience and Remote Sensing, vol. 52, no. 2, pp. 1030-1043.
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Zhang, L, Zhang, L, Tao, D, Huang, X & Du, B 2014, 'Hyperspectral Remote Sensing Image Subpixel Target Detection Based on Supervised Metric Learning', IEEE Transactions on Geoscience and Remote Sensing, vol. 52, no. 8, pp. 4955-4965.
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Zhang, T, Yang, Z, Jia, W, Wu, Q, Yang, J & He, S 2014, 'Fast and robust head detection with arbitrary pose and occlusion', Multimedia Tools And Applications, vol. 74, no. 21, pp. 9365-9385.
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Zhao, J, Wu, J, Liu, G, Tao, D, Xu, K & Liu, CY 2014, 'Being Rational or Aggressive? A Revisit to Dunbar's Number in Online Social Networks', Neurocomputing, vol. 142, pp. 343-353.
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Zhao, L, Hoi, SC, Li, Z, Wong, L, Nguyen, H & Li, J 2014, 'Coupling Graphs, Efficient Algorithms and B-cell Epitope Prediction', IEEE/ACM Transactions on Computational Biology and Bioinformatics, vol. 11, no. 1, pp. 7-16.
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Zhou, L, Fu, K, Li, Y, Qiao, Y, He, X & Yang, J 2014, 'Bayesian salient object detection based on saliency driven clustering', Signal Processing: Image Communication, vol. 29, no. 3, pp. 434-447.
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Zhou, L, Qiao, Y, Li, Y, He, X & Yang, J 2014, 'Interactive segmentation based on iterative learning for multiple-feature fusion', Neurocomputing, vol. 135, pp. 240-252.
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Zhou, Y, Tang, M, Pan, W, Li, J, Wang, W, Shao, J, Wu, L, Li, J, Yang, Q & Yan, B 2014, 'Bird Flu Outbreak Prediction via Satellite Tracking', IEEE Intelligent Systems, vol. 29, no. 4, pp. 10-17.
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Zhu, L, Cao, L, Yang, J & Lei, J 2014, 'Evolving soft subspace clustering', Applied Soft Computing, vol. 14, no. b, pp. 210-228.
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Zliobaite, I & Gabrys, B 2014, 'Adaptive Preprocessing for Streaming Data', IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, vol. 26, no. 2, pp. 309-321.
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Conferences

Al-Jubouri, B & Gabrys, B 2014, 'Multicriteria Approaches for Predictive Model Generation: A Comparative Experimental Study', 2014 IEEE SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE IN MULTI-CRITERIA DECISION-MAKING (MCDM), 2014 IEEE Symposium on Computational Intelligence in Multi-Criteria Decision-Making (MCDM), IEEE, Orlando, FL, pp. 64-71.

Ambusaidi, MA, He, X, Tan, Z, Nanda, P, Lu, L & Nagar, U 2014, 'A novel feature selection approach for intrusion detection data classification', 2014 IEEE 13th International Conference on Trust, Security and Privacy in Computing and Communications, IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom), IEEE Computer Society, Beijing, pp. 82-89.
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Azadeh, A, KoKabi, R, Saberi, M, Hussain, FK & Hussain, OK 2014, 'Trust Prediction Using Z-numbers and Artificial Neural Networks', Proceedings of the 2014 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), IEEE International Conference on Fuzzy Systems, IEEE - Institute of Electrical and Electronics Engineers, Beijing, China, pp. 522-528.
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Azadeh, A, Zadeh, SA, Saberi, M, Hussain, FK & Hussain, OK 2014, 'A trust-based performance measurement modeling using DEA, T-norm and S-norm operators', Proceedings of the 2014 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), IEEE International Conference on Fuzzy Systems, IEEE - Institute of Electrical and Electronics Engineers, Beijing, China, pp. 1913-1920.
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Azadeh, A, Zia, NP, Saberi, M, Hussain, FK, Hussain, OK & Chang, E 2014, 'Trust-Based Performance Measurement Using Fuzzy Operators', Proceedings of the 9th IEEE Conference on Industrial Electronics and Applications (ICIEA 2014), IEEE Conference on Industrial Electronics and Applications, IEEE - Institute of Electrical and Electronics Engineers, Huangzhou, China, pp. 1701-1706.
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Bargi, A, Xu, RYD & Piccardi, M 2014, 'An Infinite Adaptive Online Learning Model for Segmentation and Classification of Streaming Data', Proceedings - International Conference on Pattern Recognition, International Conference on Pattern Recognition, IEEE Computer Society, Stockholm, Sweden.
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Bargi, A, Xu, RYD, Ghahramani, Z & Piccardi, M 2014, 'A Non-parametric Conditional Factor Regression Model for Multi-Dimensional Input and Response', Journal of Machine Learning Research, International Conference on Artificial Intelligence and Statistics, JMLR, Reykjavik, Iceland, pp. 77-85.
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Beck, D, Palu, C, Shah, A, Herold, T, Olivier, J, Valk, PJM, Delwel, R, Bohlander, SK, Wong, JW & Pimanda, JE 2014, 'Integrative Analysis of Lincrna Expression and Clinical Annotations Reveals a Signature of 17 Genes with Prognostic Significance in Acute Myeloid Leukemia (AML)', BLOOD, 56th Annual Meeting of the American-Society-of-Hematology, AMER SOC HEMATOLOGY, San Francisco, CA.

Beetz, M, Johnston, B & Williams, MA 2014, 'Social Robotics', 6th International Conference, ICSR 2014, Springer.
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Bródka, P, Magnani, M & Musial, K 2014, 'Message from SNAA 2014 program chairs', p. xxxiv.
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Bu, Z, Wu, Z, Qian, L, Cao, J & Xu, G 2014, 'A backbone extraction method with Local Search for complex weighted networks', 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2014, August 17-20, 2014, IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ACM, Beijing, China, pp. 85-88.
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Budka, M, Eastwood, M, Gabrys, B, Kadlec, P, Salvador, MM, Schwan, S, Tsakonas, A & Zliobaite, I 2014, 'From Sensor Readings to Predictions: On the Process of Developing Practical Soft Sensors', ADVANCES IN INTELLIGENT DATA ANALYSIS XIII, 13th International Symposium on Intelligent Data Analysis (IDA), SPRINGER INT PUBLISHING AG, Fac Club, Leuven, BELGIUM, pp. 49-60.

Chan, J, Vinh, NX, Liu, W, Bailey, J, Leckie, CA, Ramamohanarao, K & Pei, J 2014, 'Structure-aware distance measures for comparing clusterings in graphs', Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 362-373.
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Chang, PC & He, X 2014, 'Macroscopic Indeterminacy Swarm Optimization (MISO) algorithm for real-parameter search', Proceedings of the 2014 IEEE Congress on Evolutionary Computation, CEC 2014, IEEE Congress on Evolutionary Computation, IEEE, China, pp. 1571-1578.
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Cheng, J, Duan, L, Wong, DWK, Tao, D, Akiba, M & Liu, J 2014, 'Speckle Reduction in Optical Coherence Tomography by Image Registration and Matrix Completion', Medical Image Computing and Computer-Assisted Intervention – MICCAI 2014, Medical Image Computing and Computer-Assisted Intervention, Springer International Publishing, Boston, MA, USA, pp. 162-169.
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Chomsiri, He, X, Nanda, P & Tan, Z 2014, 'A Stateful Mechanism for the Tree-Rule Firewall', 2014 IEEE 13th International Conference on Trust, Security and Privacy in Computing and Communications, IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom), IEEE Computer Society, Beijing, pp. 122-129.
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Chotipant, S, Hussain, FK, Dong, H & Hussain, OK 2014, 'A fuzzy VSM-based approach for semantic service retrieval', Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), International Conference on Neural Information Processing, Springer Verlag, Kuching, Malaysia, pp. 682-689.
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Cuzzocrea, A & Xu, G 2014, 'A Novel Heuristic Scheme for Modeling and Managing Time Bound Constraints in Data-Intensive Grid and Cloud Infrastructures', Proceedings of On the Move to Meaningful Internet Systems: OTM 2014 Workshops - Confederated International Workshops: OTM Academy, OTM Industry Case Studies Program, C&TC, EI2N, INBAST, ISDE, META4eS, MSC and OnToContent 2014,, On the Move to Meaningful Internet Systems, Springer Verlag, Amantea, Italy, pp. 172-191.
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Cuzzocrea, A & Xu, G 2014, 'Towards a Framework for Supporting Web Search of Complex Objects via Multidimensional Paradigms', 2014 14th International Conference on Computational Science and Its Applications, Guimaraes, Portugal, June 30 - July 3, 2014, International Conference on Computational Science and Applications, IEEE, Portugal, pp. 217-220.
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Deng, Z, Jiang, Y, Cao, L & Wang, S 2014, 'Knowledge-leverage based TSK fuzzy system with improved knowledge transfer', IEEE International Conference on Fuzzy Systems, IEEE International Conference on Fuzzy Systems, IEEE, Beijing, China, pp. 178-185.
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Dong, H, Hussain, FK & Bouguettaya, A 2014, 'Discovering Plain-Text-Described Services Based on Ontology Learning', 21st International Conference, ICONIP 2014, International Conference on Neural Information Processing, ICONIP, Kuching, Malaysia, pp. 673-681.
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Fang, M & Tao, D 2014, 'Networked bandits with disjoint linear payoffs', Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, ACM International Conference on Knowledge Discovery and Data Mining, ACM, New York, USA, pp. 1106-1115.
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Fang, M, Yin, J & Tao, D 2014, 'Active learning for crowdsourcing using knowledge transfer', Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, AAAI Conference on Artificial Intelligence, AAAI Press, Quebec City; Canada, pp. 1809-1815.

Fu, K, Gong, C, Gu, IYH, Yang, J & He, X 2014, 'Spectral salient object detection', ICME2014, IEEE International Conference on Multimedia and Expo, IEEE, Chengdu.
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Gabrys, B 2013, 'Robust Adaptive Predictive Modeling and Data Deluge (Extended Abstract)', MAN-MACHINE INTERACTIONS 3, 3rd International Conference on Man-Machine Interactions (ICMMI), SPRINGER INT PUBLISHING AG, Brenna, POLAND, pp. 39-41.

Ghosh, S, Feng, M, Nguyen, H & Li, J 2014, 'Predicting Heart Beats using Co-occurring Constrained Sequential Patterns', http://www.cinc.org/archives/2014/, Computing in Cardiology, IEEE, Boston USA, pp. 265-268.
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Ghosh, S, Feng, M, Nguyen, H & Li, J 2014, 'Risk Prediction for Acute Hypotensive Patients by using Gap Constrained Sequential Contrast Patterns', http://knowledge.amia.org/56638-amia-1.1540970/t-004-1.1544972?qr=1, AMIA Annual Symposium, AMIA, Washington D.C., USA.
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Gong, C, Tao, D, Fu, K & Yang, J 2014, 'ReLISH: Reliable Label Inference via Smoothness Hypothesis', Proceedings of the National Conference on Artificial Intelligence, AAAI Conference on Artificial Intelligence, AAAI Press, Quebec City; Canada, pp. 1840-1846.

Gong, C, Tao, D, Yang, J & Fu, K 2014, 'Signed Laplacian embedding for supervised dimension reduction', Proceedings of the National Conference on Artificial Intelligence, AAAI Conference on Artificial Intelligence, AAAI Press, Quebec City; Canada, pp. 1847-1853.

Gu, Q, Zhang, Y, Cao, J, Xu, G & Cuzzocrea, A 2014, 'A confidence-based entity resolution approach with incomplete information', DSAA 2014 - Proceedings of the 2014 IEEE International Conference on Data Science and Advanced Analytics, IEEE International Conference on Data Science and Advanced Analytics (DSAA), Institute of Electrical and Electronics Engineers Inc., China, pp. 97-103.
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Guan, N, Lan, L, Tao, D, Luo, Z & Yang, X 2014, 'Transductive nonnegative matrix factorization for semi-supervised high-performance speech separation', ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, IEEE International Conference on Acoustics, Speech and Signal Processing, IEEE, Florence, ITALY, pp. 2534-2538.
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Guo, D, Zhang, J, Liu, X, Cui, Y & Zhao, C 2014, 'Multiple Kernel Learning Based Multi-view Spectral Clustering', 2014 22nd International Conference on Pattern Recognition (ICPR), International Conference on Pattern Recognition, IEEE, Stockholm, Sweden, pp. 3774-3779.
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Guo, D, Zhang, J, Xu, M, He, X, Li, M & Zhao, C 2014, 'A Multiple Features Distance Preserving (MFDP) Model for Saliency Detection', Bouzerdoum, Digital Image Computing Techniques and Applications, IEEE, Wollongong.
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Guo, T, Zhu, XQ, Pei, J & Zhang, C 2014, 'SNOC: Streaming Network Node Classification', Proceedings of the 2014 IEEE International Conference on Data Mining (ICDM), IEEE International Conference on Data Mining, IEEE, Shenzhen, PEOPLES R CHINA, pp. 150-159.
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Hong, Z, Wang, C, Mei, X, Prokhorov, D & Tao, D 2014, 'Tracking Using Multilevel Quantizations', Computer Vision – ECCV 2014, European Conference on Computer Vision, Springer, Switzerland, pp. 155-171.
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Hu, L, Cao, J, Xu, G, Cao, L, Gu, Z & Cao, W 2014, 'Deep modeling of group preferences for group-based recommendation', Proceedings of the National Conference on Artificial Intelligence, AAAI Conference on Artificial Intelligence, AI Access Foundation, Quebec, Canada, pp. 1861-1867.
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Hu, L, Cao, W, Cao, J, Xu, G, Cao, L & Gu, Z 2014, 'Bayesian Heteroskedastic Choice Modeling on Non-identically Distributed Linkages.', Proceedings of the 2014 IEEE International Conference on Data Mining, IEEE International Conference on Data Mining, IEEE, Shenzhen, China, pp. 851-856.
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Huang, S, Zhang, J, Liu, X & Wang, L 2014, 'A method of discriminative information preservation and in-dimension distance minimization method for feature selection', Proceedings - International Conference on Pattern Recognition, International Conference on Pattern Recognition, IEEE, Swedish Soc Automated Image Anal, Stockholm, SWEDEN, pp. 1615-1620.
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Huang, Y, Fu, K, Yao, L, Wu, Q & Yang, J 2014, 'Saliency Detection Based on Spread Pattern and Manifold Ranking', Proceedings for CCPR Conference on Pattern Recognition, Chinese Conference on Pattern Recognition, Springer Berlin Heidelberg, Changsha; China, pp. 283-292.
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Hussain, W, Hussain, FK & Hussain, OK 2014, 'Maintaining Trust in Cloud Computing through SLA Monitoring', Proceedings of the 21st International Conference on Neural Information Processing, International Conference on Neural Information Processing, Springer Verlag, Kuching, Malaysia.
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Jan, A, Nanda, P, He, X, Tan, Z & Liu, R 2014, 'A Robust Authentication Scheme for Observing Resources in the Internet of Things Environment', 2014 IEEE 13th International Conference on Trust, Security and Privacy in Computing and Communications, IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom), IEEE Computer Society, Beijing, pp. 205-211.
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Krol, D, Budka, M & Musial, K 2014, 'Simulating the information diffusion process in complex networks using push and pull strategies', 2014 EUROPEAN NETWORK INTELLIGENCE CONFERENCE (ENIC), 1st European Network Intelligence Conference (ENIC), IEEE, Wroclaw, POLAND, pp. 1-8.
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Lan, L, Guan, N, Zhang, X, Tao, D & Luo, Z 2014, 'Soft-constrained nonnegative matrix factorization via normalization', Proceedings of the International Joint Conference on Neural Networks, IEEE International Joint Conference on Neural Networks, IEEE, Beijing, PEOPLES R CHINA, pp. 3025-3030.
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Le, M, Nauck, D, Gabrys, B & Martin, T 2014, 'Sequential Clustering for Event Sequences and Its Impact on Next Process Step Prediction', INFORMATION PROCESSING AND MANAGEMENT OF UNCERTAINTY IN KNOWLEDGE-BASED SYSTEMS, PT I, 15th International Conference on Information Processing and Management of Uncertainty in Knowledge-based Systems (IPMU), SPRINGER-VERLAG BERLIN, Montpellier, FRANCE, pp. 168-178.

Le, S, Dong, H, Hussain, FK, Hussain, OK, Ma, J & Zhang, Y 2014, 'A Hybrid Fuzzy Framework for Cloud Service Selection', Proceedings of the 2014 IEEE International Conference on Web Services, IEEE International Conference on Web Services, Institute of Electrical and Electronics Engineers (IEEE), Alaska, USA, pp. 313-320.
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Le, S, Dong, H, Hussain, FK, Hussain, OK, Ma, J & Zhang, Y 2014, 'Multicriteria Decision Making with Fuzziness and Criteria Interdependence in Cloud Service Selection', Proceedings of the 2014 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), IEEE International Conference on Fuzzy Systems, IEEE - Institute of Electrical and Electronics Engineers, Beijing, China, pp. 1929-1936.
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Li, F, Xu, G & Cao, L 2014, 'Coupled Item-Based Matrix Factorization', Proceedings, Part I of the Web Information Systems Engineering - WISE 2014 - 15th International Conference, International Conference on Web Information Systems Engineering, Springer, Thessaloniki, Greece, pp. 1-14.
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Li, FANGFANG, Xu, G, Cao, LONGBING, Fan, X & Niu, Z 2014, 'CMF: Coupled Matrix Factorization for Recommender Systems.', WISE 2014: Web Information Systems Engineering – WISE 2014, International Conference on Web Information Systems Engineering.
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Li, J, Fong, S, Zhuang, Y & Khoury, R 2014, 'Hierarchical Classification in Text Mining for Sentiment Analysis', 2014 INTERNATIONAL CONFERENCE ON SOFT COMPUTING & MACHINE INTELLIGENCE ISCMI 2014, 2014 International Conference on Soft Computing & Machine Intelligence (ISCMI 2014), IEEE, New Delhi, INDIA, pp. 46-51.
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Li, M, Li, J, Ou, Y, Zhang, Y, Luo, D, Bahtia, M & Cao, L 2012, 'Coupled K-nearest centroid classification for non-iid data', Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Transactions on Computational Collective Intelligence XV: International Conference on Practical Applications on Agents and Multi-Agent Systems, Springer Verlag, Salamanca, pp. 89-100.
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Li, M, Li, J, Ou, Y, Zhang, Y, Luo, D, Bahtia, M & Cao, L 2014, 'Learning heterogeneous coupling relationships between non-IID terms', Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), International Workshop on Agents and Data Mining Interaction, Springer, Saint Paul, MN, pp. 79-91.
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Li, X, Zhang, L, Luo, P, Chen, E, Xu, G, Zong, Y & Guan, C 2014, 'Mining user tasks from print logs', 2014 International Joint Conference on Neural Networks, IJCNN 2014, IEEE International Joint Conference on Neural Networks, IEEE, Beijing, China, pp. 1250-1257.
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Liu, C, Cao, L & Yu, PS 2014, 'A hybrid coupled k-nearest neighbor algorithm on imbalance data', 2014 International Joint Conference on Neural Networks (IJCNN), IEEE International Joint Conference on Neural Networks, IEEE, Beijing, China, pp. 2011-2018.
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Liu, C, Cao, L & Yu, PS 2014, 'Coupled fuzzy k-nearest neighbors classification of imbalanced non-IID categorical data', 2014 International Joint Conference on Neural Networks (IJCNN), IEEE International Joint Conference on Neural Networks, IEEE, Beijing, China, pp. 1122-1129.
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Liu, H, Xu, M, He, X & Wang, J 2014, 'Estimate Gaze Density by Incorporating Emotion', ACM MM2014, ACM International Conference on Multimedia, ACM, Orlando, pp. 1113-1116.
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Liu, L, Chen, S, Hsu, CH, Xu, G, Zhang, X, Li, L, Su, G, Liu, M, Huang, Z, Zhu, T, Jin, J, Carlson, D, Chen, W, Wang, B, An, N & Yang, Y 2014, 'Message from the PUDA 2014 Workshop Chairs', Proceedings - 2014 IEEE International Conference on Ubiquitous Intelligence and Computing, 2014 IEEE International Conference on Autonomic and Trusted Computing, 2014 IEEE International Conference on Scalable Computing and Communications and Associated Symposia/Workshops, UIC-ATC-ScalCom 2014, p. xxxvii.
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Liu, N, Li, L, Xu, G & Yang, Z 2014, 'Identifying Domain-Dependent Influential Microblog Users: A Post-Feature Based Approach', Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, July 27 -31, 2014, Québec City, Québec, Canada., AAAI Conference on Artificial Intelligence, AAAI Press, Quebec, Canada, pp. 3122-3123.
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Liu, S, Tran, T, Li, G & Jiang, Y 2014, 'Ordinal Random Fields for Recommender Systems', JMLR: Workshop and Conference Proceedings, Asian Conference on Machine Learning, The Proceedings of Machine Learning Research, Nha Trang City, Vietnam.
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Liu, T & Tao, D 2014, 'On the Robustness and Generalization of Cauchy Regression', ICIST 2014 - Proceedings of 2014 4th IEEE International Conference on Information Science and Technology, International Conference on Information and Software Technologies (ICIST), IEEE, Shenzhen, China, pp. 101-106.
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Liu, W, Lee, D & Rao, K 2014, 'Using local information to significantly improve classification performance', CIKM 2014 - Proceedings of the 2014 ACM International Conference on Information and Knowledge Management, pp. 1947-1950.
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Liu, W, Sarda, A, Chen, F & Geers, G 2014, 'Forecasting changes of traffic flow caused by road incidents', 21st World Congress on Intelligent Transport Systems, ITSWC 2014: Reinventing Transportation in Our Connected World.
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Liu, W, Xue, H, Gu, Y, Yang, J, Wu, Q & Jia, Z 2014, 'Shape Preserving RGB-D Depth Map Restoration', Proceedings, Part III 21st International Conference, ICONIP 2014., International Conference on Neural Information Processing, Springer, Kuching, Malaysia, pp. 150-158.
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Liu, X, Song, M, Tao, D, Zhou, X, Chen, C & Bu, J 2014, 'Semi-Supervised Coupled Dictionary Learning for Person Re-identification', 2014 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), IEEE Conference on Computer Vision and Pattern Recognition, IEEE, Columbus, OH, pp. 3550-3557.
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Liu, X, Tao, D, Song, M, Ruan, Y, Chen, C & Bu, J 2014, 'Weakly supervised multiclass video segmentation', 2014 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), IEEE Conference on Computer Vision and Pattern Recognition, IEEE, Columbus, OH, pp. 57-64.
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Liu, X, Wang, L, Zhang, J & Yin, J 2014, 'Sample-adaptive Multiple Kernel Learning', Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, AAAI Conference on Artificial Intelligence, AAAI Publication, Québec, Canada, pp. 1975-1981.
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Luo, X, Wan, Y, He, X, Yang, J & Mori, K 2014, 'Diversity-Enhanced Condensation Algorithm and Its Application for Robust and Accurate Endoscope Three-Dimensional Motion Tracking', CVPR2015, IEEE Conference on Computer Vision and Pattern Recognition, IEEE, Columbus, pp. 1250-1257.
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Mao, B, Guan, N, Tao, D, Huang, X & Luo, Z 2014, 'Correntropy induced metric based graph regularized non-negative matrix factorization', Proceedings 2014 IEEE International Conference on Security, Pattern Analysis, and Cybernetics, SPAC 2014, IEEE International Conference on Security, Pattern Analysis, and Cybernetics, IEEE, Wuhan, China, pp. 163-168.
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Meng, Q, Tafavogh, S & Kennedy, PJ 2014, 'Community detection on heterogeneous networks by multiple semantic-path clustering', 2014 6th International Conference on Computational Aspects of Social Networks, CASoN 2014, International Conference on Computational Aspects of Social Networks (CASoN), IEEE, Porto, PORTUGAL, pp. 7-12.
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Meng, X, Cao, L & Shao, J 2014, 'Semantic approximate keyword query based on keyword and query coupling relationship analysis', CIKM 2014 - Proceedings of the 2014 ACM International Conference on Information and Knowledge Management, ACM International Conference on Information and Knowledge Management, ACM, Shanghai, China, pp. 529-538.
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Merigo, JM & Yang, J-B 2014, 'Bibliometric Analysis in Financial Research', 2104 IEEE CONFERENCE ON COMPUTATIONAL INTELLIGENCE FOR FINANCIAL ENGINEERING & ECONOMICS (CIFER), IEEE Conference on Computational Intelligence for Financial Engineering and Economics (CIFEr), IEEE, London, ENGLAND, pp. 223-230.

Merigo, JM, Casanovas, M & Xu, Y 2014, 'Fuzzy group decision-making with generalized probabilistic OWA operators', JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, IOS PRESS, pp. 783-792.
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Merigo, JM, Peris-Ortiz, M & Palacios-Marques, D 2014, 'Entrepreneurial fuzzy group decision-making under complex environments', JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, IOS PRESS, pp. 901-912.
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Merigo, JM, Zhou, L & Yu, D 2014, 'DISTANCE MEASURES WITH PROBABILITIES, OWA OPERATORS AND WEIGHTED AVERAGES', DECISION MAKING AND SOFT COMPUTING, 11th International Conference on Fuzzy Logic and Intelligent Technologies in Nuclear Science (FLINS), WORLD SCIENTIFIC PUBL CO PTE LTD, Joao Pessoa, BRAZIL, pp. 324-329.

Mu, Y, Ding, W, Lo, HZ & Tao, D 2014, 'Face recognition from multiple images per subject', MM 2014 - Proceedings of the 2014 ACM Conference on Multimedia, ACM International Conference on Multimedia, ACM, Orlando, Florida, USA, pp. 889-892.
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Novianto, R & Williams, M-A 2014, 'Operant Conditioning in ASMO Cognitive Architecture', BICA 2014. 5th Annual International Conference on Biologically Inspired Cognitive Architectures, Biologically Inspired Cognitive Architecture, Elsevier, Massachusetts Institute of Technology, Cambridge, MA, USA, pp. 404-411.
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Novianto, R, Williams, M-A, Gärdenfors, P & Wightwick, G 2014, 'Classical conditioning in social robots', Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), International Conference on Social Robotics (ICSR), Springer Verlag, Sydney, Australia, pp. 279-289.
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Nowak, P, Czeczot, J, Klopot, T, Szymura, M & Gabrys, B 2014, 'Linearizing controller for higher-degree nonlinear processes with compensation for modeling inaccuracies: Practical validation and future developments', ICINCO 2014 - Proceedings of the 11th International Conference on Informatics in Control, Automation and Robotics, pp. 691-698.
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Peng, F, Wu, Q, Fan, L, Zhang, J, You, Y, Lu, J & Yang, J 2014, 'Street view cross-sourced point cloud matching and registration', Proceedings of the 21st IEEE International Conference on Image Processing, IEEE International Conference on Image Processing, IEEE, Paris, France, pp. 2026-2030.
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Peppas, P & Williams, M 2014, 'Belief Change and Semiorders', http://www.aaai.org/Press/Proceedings/kr14.php, Principles of Knowledge Representation and Reasoning, AAAI, Vienna.
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Qin, L, Yu, JX, Chang, L, Cheng, H, Zhang, C & Lin, X 2014, 'Scalable big graph processing in MapReduce', International Conference on Management of Data, SIGMOD 2014, Snowbird, UT, USA, June 22-27, 2014, ACM Special Interest Group on Management of Data Conference, ACM, Utah, USA, pp. 827-838.
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Rahman, ZU, Hussain, OK & Hussain, FK 2014, 'Time Series QoS Forecasting for Management of Cloud Services', 2014 Ninth International Conference on Broadband and Wireless Computing, Communication and Applications (BWCCA), International Conference on Broadband and Wireless Computing, Communication and Applications (BWCCA), IEEE, Guangdong.
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Ramezani, F, Lu, J & Hussain, FK 2012, 'Task Based System Load Balancing Approach in Cloud Environments', Knowledge Engineering and Management, International Conference on Intelligent Systems and Knowledge Engineering, Springer Berlin Heidelberg, Beijing, China, pp. 31-42.
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Salvador, MM, Gabrys, B & Zliobaite, I 2014, 'Online detection of shutdown periods in chemical plants: A case study', KNOWLEDGE-BASED AND INTELLIGENT INFORMATION & ENGINEERING SYSTEMS 18TH ANNUAL CONFERENCE, KES-2014, 18th Annual International Conference on Knowledge-Based and Intelligent Information and Engineering Systems (KES), ELSEVIER SCIENCE BV, Pomeranian Sci & Technol, Gdynia, POLAND, pp. 580-588.
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Shao, M, Li, S, Liu, T, Tao, D, Huang, TS & Fu, Y 2014, 'Learning relative features through adaptive pooling for image classification', Proceedings - IEEE International Conference on Multimedia and Expo, IEEE International Conference on Multimedia and Expo Workshop, IEEE, Chengdu, China.
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Subrahmanian, VS, Chen, SH, Zaiane, O, Martin, H, Jo, GS, Cao, J, Liu, H, Xu, G & Nejdl, W 2014, 'Welcome from BESC 2014 chairs', Proceedings of 2014 IEEE International Conference on Behavioral, Economic, Socio-Cultural Computing, BESC 2014.
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Tafavogh, S, Meng, Q, Catchpoole, DR & Kennedy, PJ 2014, 'Automated quantitative and qualitative analysis of whole neuroblastoma tumour images for prognosis', Proceedings of the IASTED 11th International Conference on Biomedical Engineering, IASTED International Conference on Biomedical Engineering, ACTA Press, Zurich, Switzerland, pp. 244-251.
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Tsakonas, A & Gabrys, B 2014, 'Application of base learners as conditional input for fuzzy rule-based combined system', Studies in Computational Intelligence, pp. 19-32.
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Vitale, J, Williams, M-A & Johnston, B 2014, 'Socially impaired robots: Human social disorders and robots’ socio-emotional intelligence', Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), International Conference on Social Robotics (ICSR), Springer Verlag, Sydney, Australia, pp. 350-359.
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Wan, Y, Wu, Q & He, XS 2014, 'Dense feature correspondence for video-based endoscope three-dimensional motion tracking', 2014 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI), IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI), IEEE, Valencia, pp. 49-52.
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Wang, D, Yuan, C, Sun, Y, Zhang, J & Zhou, H 2014, 'Fast Mode and Depth Decision Algorithm for Intra Prediction of Quality SHVC', Intelligent Computing Theory, International Conference on Intelligent Computing, Springer International Publishing, Taiyuan, China, pp. 693-699.
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Wang, F, Liu, W & Chawla, S 2014, 'On Sparse Feature Attacks in Adversarial Learning', Proceedings - IEEE International Conference on Data Mining, ICDM, IEEE International Conference on Data Mining, IEEE, Shenzhen, China, pp. 1013-1018.
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Wang, S, Wang, N, Tao, D, Zhang, L & Du, B 2014, 'A K-L divergence constrained sparse NMF for hyperspectral signal unmixing', 2014 International Conference on Security, Pattern Analysis, and Cybernetics (SPAC), International Conference on Security, Pattern Analysis, and Cybernetics, IEEE, Wuhan.
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Wang, X, Williams, M-A, Gardenfors, P, Vitale, J, Abidi, S, Johnston, B, Kuipers, B & Huang, A 2014, 'Directing human attention with pointing', Robot and Human Interactive Communication, 2014 RO-MAN: The 23rd IEEE International Symposium on, IEEE/RSJ International Symposium on Robot and Human Interactive Communication, IEEE, Edinburgh, Scotland, pp. 174-179.
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Wang, Y, Di, H, Wang, B, Liang, W, Zhang, J & Jia, Y 2014, 'Depth Super-Resolution by Fusing Depth Imaging and Stereo Vision with Structural Determinant Information Inference', 2014 22nd International Conference on Pattern Recognition (ICPR), International Conference on Pattern Recognition, IEEE, Stockholm, Sweden, pp. 4212-4217.
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Wang, Z, Luo, T, Xu, G & Wang, X 2014, 'The Application of Cartesian-Join of Bloom Filters to Supporting Membership Query of Multidimensional Data', 2014 IEEE International Congress on Big Data, Anchorage, AK, USA, June 27 - July 2, 2014, IEEE International Congress on Big Data, IEEE, USA, pp. 288-295.
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Wei, W, Yin, J, Li, J & Cao, L 2014, 'Modelling Asymmetry and Tail Dependence among Multiple Variables by Using Partial Regular Vine', Proceedings of the 2014 SIAM International Conference on Data Mining, SIAM International Conference on Data Mining, SIAM, Philadelphia, USA, pp. 776-784.
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Williams, M & Peppas, P 2014, 'Constructive models for contraction with intransitive plausibility indifference', Logics in Artificial Intelligence - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Logics in Artificial Intelligence, European Conference, Springer Verlag, Madeira, Portugal, pp. 355-367.
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Wong, M, He, X, Nguyen, H & Yeh, W 2012, 'Particle Swarm Optimization Based Feature Selection in Mammogram Mass Classification', Proceedings of 2012 International Conference on Computerized Healthcare, International Conference on Computerized Healthcare, IEEE, Hong Kong, China, pp. 152-157.
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Wong, MT, He, X, Yeh, WC, Ibrahim, Z & Chung, YY 2014, 'Feature Selection and Mass Classification Using Particle Swarm Optimization and Support Vector Machine', Neural Information Processing: 21st International Conference, ICONIP 2014, Proceedings, Part III, Lecture Notes in Computer Science, Vol. 8836, 2014, International Conference on Neural Information Processing, Springer International Publishing, Kuching, Malaysia, pp. 439-446.
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Wu, J, Cai, Z, Pan, S, Zhu, X & Zhang, C 2014, 'Attribute weighting: How and when does it work for Bayesian Network Classification', Proceedings of the International Joint Conference on Neural Networks, IEEE International Joint Conference on Neural Networks, IEEE, Beijing, PEOPLES R CHINA, pp. 4076-4083.
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Wu, J, Hong, Z, Pan, S, Zhu, X, Cai, Z & Zhang, C 2014, 'Exploring Features for Complicated Objects: Cross-View Feature Selection for Multi-Instance Learning', Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, ACM International Conference on Information and Knowledge Management, ACM, Shanghai, China, pp. 1699-1708.
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Wu, J, Hong, Z, Pan, S, Zhu, X, Cai, Z & Zhang, C 2014, 'Multi-graph-view Learning for Graph Classification', Proceedings of the 2014 IEEE International Conference on Data Mining (ICDM), IEEE International Conference on Data Mining, IEEE, Shenzhen, China, pp. 590-599.
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Wu, J, Hong, Z, Pan, S, Zhu, X, Zhang, C & Cai, Z 2014, 'Multi-Graph Learning with Positive and Unlabeled Bags', 2014 SIAM International Conference on Data Mining, SIAM International Conference on Data Mining, SIAM, Philadelphia, Pennsylvania, USA, pp. 217-225.
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Wu, J, Pan, S, Cai, Z, Zhu, X & Zhang, C 2014, 'Dual instance and attribute weighting for Naive Bayes classification', Proceedings of the International Joint Conference on Neural Networks, IEEE International Joint Conference on Neural Networks, IEEE, Beijing, PEOPLES R CHINA, pp. 1675-1679.
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Wu, J, Zhu, X, Zhang, C & Cai, Z 2014, 'Multi-Instance Learning from Positive and Unlabeled Bags', The 18th Pacific-Asia Conference on Knowledge Discovery and Data Mining, Pacific-Asia Conference on Knowledge Discovery and Data Mining, Springer International Publishing, Taiwan, pp. 237-248.
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Wu, L, Xiong, H, Du, L, Liu, B, Xu, G, Ge, Y, Fu, Y, Zhou, Y & Li, J 2014, 'Heterogeneous Metric Learning with Content-based Regularization for Software Artifact Retrieval', Proceedings of the IEEE International Conference on Data Mining, IEEE International Conference on Data Mining, IEEE, Shenzhen, PEOPLES R CHINA, pp. 610-619.
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Wu, X, Ester, M & Xu, G 2014, 'Welcome from the ASONAM 2014 program chairs', ASONAM 2014 - Proceedings of the 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, p. xiv.
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Xu, C, Tao, D, Xu, C & Rui, Y 2014, 'Large-margin weakly supervised dimensionality reduction', Proceedings of the 31st International Conference on Machine Learning (ICML-14), International Conference on Machine Learning, International Machine Learning Society, Beijing; China.
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Xu, G 2014, '2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2014, Beijing, China, August 17-20, 2014', IEEE.
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Xu, J, Deng, C, Gao, X, Tao, D & Li, X 2014, 'Image super-resolution using multi-layer support vector regression', 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), IEEE International Conference on Acoustics, Speech and Signal Processing, IEEE, Florence, pp. 5799-5803.
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Xu, J, Wu, Q, Zhang, J, Silk, B, Ngo, GT & Tang, Z 2014, 'Efficient People Counting With Limited Manual Interfaces', 2014 International Conference on Digital lmage Computing: Techniques and Applications (DlCTA), Digital Image Computing Techniques and Applications, IEEE, Wollongong, NSW, Australia.
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Xu, L, Gong, C, Yang, J, Wu, Q & Yao, L 2014, 'Violent video detection based on MoSIFT feature and sparse coding', 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), IEEE International Conference on Acoustics, Speech and Signal Processing, IEEE, Florence, Italy.
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Xu, Z, Tao, D, Zhang, Y, Wu, J & Tsoi, AC 2014, 'Architectural Style Classification Using Multinomial Latent Logistic Regression', 13th European Conference on Computer Vision, Proceedings, Part I, European Conference on Computer Vision, Springer, Zurich, Switzerland, pp. 600-615.
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Yin, H, Cui, B, Chen, L, Hu, Z & Huang, Z 2014, 'A temporal context-aware model for user behavior modeling in social media systems', International Conference on Management of Data, SIGMOD 2014, ACM Special Interest Group on Management of Data Conference, ACM, Snowbird, UT, USA, pp. 1543-1554.
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Yu, PS, Kitsuregawa, M, Motoda, H, Goethals, B, Guo, M, Cao, L, Karypis, G, King, I & Wang, W 2014, 'Welcome from DSAA 2014 chairs', DSAA 2014 - Proceedings of the 2014 IEEE International Conference on Data Science and Advanced Analytics.
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Yusoff, B & Merigo-Lindahl, JM 2014, 'Analytical Hierarchy Process under Group Decision Making with Some Induced Aggregation Operators', INFORMATION PROCESSING AND MANAGEMENT OF UNCERTAINTY IN KNOWLEDGE-BASED SYSTEMS, PT I, 15th International Conference on Information Processing and Management of Uncertainty in Knowledge-based Systems (IPMU), SPRINGER-VERLAG BERLIN, Montpellier, FRANCE, pp. 476-485.

Zare Borzeshi, E, Dehghan, A, Piccardi, M & Shah, M 2014, 'Complex event recognition by latent temporal models of concepts', Proceedings of the 2014 IEEE International Conference on Image Processing, IEEE International Conference on Image Processing, IEEE, Paris, pp. 2373-2377.
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Zhang, C, Li, X, Yan, J, Chu, S, Wang, Y, Tian, C & Zhao, Y 2014, 'Sufficient Statistics Feature Mapping over Deep Boltzmann Machine for Detection', 2014 22nd International Conference on Pattern Recognition (ICPR), International Conference on Pattern Recognition, IEEE, Stockholm, Sweden, pp. 827-832.
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Zhang, G & Piccardi, M 2014, 'Sequential labeling with structural SVM under the F1 loss', Proceedings of the 2014 IEEE International Conference on Image Processing (ICIP), IEEE International Conference on Image Processing, IEEE, Paris.
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Zhang, X, Guan, N, Lan, L, Tao, D & Luo, Z 2014, 'Box-constrained projective nonnegative matrix factorization via augmented Lagrangian method', Proceedings of the International Joint Conference on Neural Networks, IEEE International Joint Conference on Neural Networks, IEEE, Beijing, PEOPLES R CHINA, pp. 1900-1906.
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Zhang, Y, Zhang, W, Lin, X, Cheema, MA & Zhang, C 2014, 'Matching dominance: capture the semantics of dominance for multi-dimensional uncertain objects', Conference on Scientific and Statistical Database Management, SSDBM ’14, Aalborg, Denmark, June 30 - July 02, 2014, International Conference on Scientific and Statistical Data Base Management, ACM, Denmark, pp. 18-18.
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Zhou, T & Tao, D 2014, 'Multi-task copula by sparse graph regression', Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, ACM International Conference on Knowledge Discovery and Data Mining, ACM, Las Vegas, Nevada, USA, pp. 771-780.
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Zhou, T, He, X, Xie, K, Fu, K, Zhang, J & Yang, J 2014, 'Visual tracking via graph-based efficient manifold ranking with low-dimensional compressive features', ICME 2014, IEEE International Conference on Multimedia and Expo, IEEE, China.
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Zhou, T, Zhang, J, Xie, K, Yang, J & He, XS 2014, 'Visual tracking based on weighted subspace reconstruction error', ICIP 2014, IEEE International Conference on Image Processing, IEEE, Paris, pp. 461-465.
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Zhu, Z, You, X, Chent, CLP, Tao, D, Jiang, X, You, F & Zou, J 2014, 'A noise-robust adaptive hybrid pattern for texture classification', Proceedings - 22nd International Conference on Pattern Recognition, International Conference on Pattern Recognition, IEEE, Stockholm, Sweden, pp. 1633-1638.
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Zuo, Z, Luo, Y, Tao, D & Xu, C 2014, 'Multi-view multi-task feature extraction for web image classification', MM 2014 - Proceedings of the 2014 ACM Conference on Multimedia, ACM International Conference on Multimedia, ACM, Orlando, Florida, USA, pp. 1137-1140.
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Reports

Rai, T & Ryan, L 2014, Vein Visualization Trial - 2nd Interim Report, pp. 1-17, Sydney.
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Rai, T & Ryan, L 2014, Vein Visualization Trial - Interim Analysis, pp. 1-20, Sydney.
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Stoianoff, NP, Cahill, A, Wright, E & Marshall, V UTS – Indigenous Knowledge Forum & North West Local Land Services (NSW)) 2014, Recognising and Protecting Aboriginal Knowledge Associated with Natural Resource Management - White Paper for the Office of Environment and Heritage, NSW, 2014, pp. 1-137, Sydney.
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Other

He, X, Li, K & Li, Y 2014, 'Optimality of Momentum and Reversal'.

He, X-Z & Li, K 2014, 'Time Series Momentum and Market Stability'.
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Wei, L, Zhang, W, He, X & Zhang, Y 2014, 'The Learning Effect of Uninformed Traders in Limit Order Markets'.