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Publications

Books

Chiarella, C, Xue-Zhong, H & Nikitopoulos, CS 2015, Derivative Security Pricing Techniques, Methods and Applications, Springer.
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Zhang, G, Lu, J & Gao, Y 2015, Multi-Level Decision Making Models, Methods and Applications, Springer, Berlin, Germany.
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Chapters

Cai, Y, Yang, Y, Hauptmann, A & Wactlar, H 2015, 'Monitoring and coaching the use of home medical devices' in Briassouli, A, Benois-Pineau, J & Hauptmann, A (eds), Health Monitoring and Personalized Feedback using Multimedia Data, Springer, Germany, pp. 265-283.
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Lance, B, Touryan, J, Wang, YK, Lu, SW, Chuang, CH, Khooshabeh, P, Sajda, P, Marathe, A, Jung, TP, Lin, CT & McDowell, K 2015, 'Towards Serious Games for Improved BCI' in Nakatsu, R, Rauterberg, M & Ciancarini, P (eds), Handbook of Digital Games and Entertainment Technologies, Springer, Germany, pp. 1-28.
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Yaish, H, Goyal, M & Feuerlicht, G 2015, 'A proxy service for multi-tenant elastic extension tables' in Hameurlain, A, Küng, J, Wagner, R, Sakr, S, Wang, L & Zomaya, A (eds), Special Issue on Advanced Techniques for Big Data Management, Springer, Germany, pp. 1-34.
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Zhang, C, He, J & Zhang, P 2015, 'Preface'.

Zhang, G, Jie, L & Ya, G 2015, 'Decision Making and Decision Support Systems', pp. 3-24.
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Zhang, G, Lu, J & Gao, Y 2015, 'Bi-level Decision Making in Railway Transportation Management' in Multi-Level Decision Making: Models, Methods and Applications, Springer, Germany, pp. 337-356.
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Zhang, G, Lu, J & Gao, Y 2015, 'Fuzzy Bi-level and Tri-level Decision Support Systems', pp. 289-314.
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Zhang, G, Lu, J & Gao, Y 2015, 'Fuzzy Bi-level Decision Making', pp. 175-205.
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Zhang, G, Lu, J & Gao, Y 2015, 'Fuzzy Multi-objective Bi-level Decision Making', pp. 207-228.
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Journal articles

Aguirre-Ollinger, G, Ramezani, N & Wang, X 2015, 'Automated generation of rhythmic task sequences in 3-D space using dynamic movement primitives'.

Al-Hassan, M, Lu, H & Lu, J 2015, 'A semantic enhanced hybrid recommendation approach: A case study of e-Government tourism service recommendation system', DECISION SUPPORT SYSTEMS, vol. 72, pp. 97-109.
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Anaissi, A, Goyal, M, Catchpoole, DR, Braytee, A & Kennedy, PJ 2015, 'Case-based retrieval framework for gene expression data.', Cancer Informatics, vol. 14, pp. 21-31.
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Ashraf, J, Chang, E, Hussain, OK & Hussain, FK 2015, 'Ontology usage analysis in the ontology lifecycle: A state-of-the-art review', KNOWLEDGE-BASED SYSTEMS, vol. 80, pp. 34-47.
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Azadeh, A, Zia, NP, Saberi, M, Hussain, FK, Yoon, JH, Hussain, OK & Sadri, S 2015, 'A trust-based performance measurement modeling using t-norm and t-conorm operators', APPLIED SOFT COMPUTING, vol. 30, pp. 491-500.
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Behbood, V, Lu, J, Zhang, G & Pedrycz, W 2015, 'Multi-Step Fuzzy Bridged Refinement Domain Adaptation Algorithm and Its Application to Bank Failure Prediction', IEEE Transactions on Fuzzy Systems, vol. 23, no. 6, pp. 1917-1935.
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Bu, GP, Chanda, S, Guan, H, Jo, J, Blumenstein, M & Loo, YC 2015, 'Crack detection using a texture analysis-based technique for visual bridge inspection', Electronic Journal of Structural Engineering, vol. 14, no. 1, pp. 41-48.
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Bu, GP, Lee, JH, Guan, H, Loo, YC & Blumenstein, M 2015, 'Prediction of Long-Term Bridge Performance: Integrated Deterioration Approach with Case Studies', JOURNAL OF PERFORMANCE OF CONSTRUCTED FACILITIES, vol. 29, no. 3.
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Chan, B, Guan, H, Jo, J & Blumenstein, M 2015, 'Towards UAV-based bridge inspection systems: a review and an application perspective', STRUCTURAL MONITORING AND MAINTENANCE, vol. 2, no. 3, pp. 283-300.
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Chen, H, Zhang, G, Zhu, D & Lu, J 2015, 'A patent time series processing component for technology intelligence by trend identification functionality', Neural Computing and Applications, vol. 26, no. 2, pp. 345-353.
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Chen, M, Tsang, IW, Tan, M & Cham, TJ 2015, 'A Unified Feature Selection Framework for Graph Embedding on High Dimensional Data', IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, vol. 27, no. 6, pp. 1465-1477.
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Chen, Q, Luo, H, Zhang, C & Chen, Y-PP 2015, 'Bioinformatics in protein kinases regulatory network and drug discovery.', Mathematical Biosciences, vol. 262, pp. 147-156.
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Chiarella, C, He, X & Wei, L 2015, 'Learning, information processing and order submission in limit order markets', Journal of Economic Dynamics and Control, vol. 61, pp. 245-268.
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Chiarella, C, Ter Ellen, S, He, X-Z & Wu, E 2015, 'Fear or fundamentals? Heterogeneous beliefs in the European sovereign CDS market', Journal of Empirical Finance, vol. 32, pp. 19-34.
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Chuang, C-H, Huang, C-S, Ko, L-W & Lin, C-T 2015, 'An EEG-based perceptual function integration network for application to drowsy driving', KNOWLEDGE-BASED SYSTEMS, vol. 80, pp. 143-152.
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Delgrande, JP & Peppas, P 2015, 'Belief revision in Horn theories', ARTIFICIAL INTELLIGENCE, vol. 218, pp. 1-22.
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Dong, H & Hussain, FK 2015, 'Service-requester-centered service selection and ranking model for digital transportation ecosystems', Computing, vol. 97, no. 1, pp. 79-102.
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Fan, H, Hussain, FK & Hussain, OK 2015, 'Semantic client-side approach for web personalization of SaaS-based cloud services', CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, vol. 27, no. 8, pp. 2144-2169.
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Fan, H, Hussain, FK, Younas, M & Hussain, OK 2015, 'An integrated personalization framework for SaaS-based cloud services', Future Generation Computer Systems, vol. 53, pp. 157-173.
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Fang, M, Yin, J, Zhu, X & Zhang, C 2015, 'TrGraph: Cross-Network Transfer Learning via Common Signature Subgraphs', IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, vol. 27, no. 9, pp. 2536-2549.
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Feng, L, Ong, Y-S, Lim, M-H & Tsang, IW 2015, 'Memetic Search With Interdomain Learning: A Realization Between CVRP and CARP', IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, vol. 19, no. 5, pp. 644-658.
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Feng, L, Ong, Y-S, Tan, A-H & Tsang, IW 2015, 'Memes as building blocks: a case study on evolutionary optimization plus transfer learning for routing problems', MEMETIC COMPUTING, vol. 7, no. 3, pp. 159-180.
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Goodswen, SJ, Barratt, JLN, Kennedy, PJ & Ellis, JT 2015, 'Improving the gene structure annotation of the apicomplexan parasite Neospora caninum fulfils a vital requirement towards an in silico-derived vaccine', International Journal for Parasitology, pp. 305-318.
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Guo, Z, Wang, J & Yan, Z 2015, 'Global Exponential Synchronization of Two Memristor-Based Recurrent Neural Networks with Time Delays via Static or Dynamic Coupling', IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, vol. 45, no. 2, pp. 235-249.
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Haider, S & Raza, SA 2015, 'Complexity reduction of influence nets using arc removal', Journal of Intelligent & Fuzzy Systems, vol. 28, pp. 1849-1859.
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Han, J, Lu, J, Hu, Y & Zhang, G 2015, 'Tri-level decision-making with multiple followers: Model, algorithm and case study', INFORMATION SCIENCES, vol. 311, pp. 182-204.
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Han, Y, Yang, Y & Wang, J 2015, 'Guest Editorial: Ad Hoc Web Multimedia Analysis with Limited Supervision', MULTIMEDIA TOOLS AND APPLICATIONS, vol. 74, no. 2, pp. 463-465.
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Han, Y, Yang, Y, Wu, F & Hong, R 2015, 'Compact and Discriminative Descriptor Inference Using Multi-Cues', IEEE TRANSACTIONS ON IMAGE PROCESSING, vol. 24, no. 12, pp. 5114-5126.
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Han, Y, Yang, Y, Yan, Y, Ma, Z, Sebe, N & Zhou, X 2015, 'Semisupervised Feature Selection via Spline Regression for Video Semantic Recognition', IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, vol. 26, no. 2, pp. 252-264.
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He, X & Li, K 2015, 'Profitability of time series momentum', Journal of Banking and Finance, vol. 53, pp. 140-157.
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He, X-Z & Li, Y 2015, 'Testing of a market fraction model and power-law behaviour in the DAX 30', JOURNAL OF EMPIRICAL FINANCE, vol. 31, pp. 1-17.
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Huang, C-S, Pal, NR, Chuang, C-H & Lin, C-T 2015, 'Identifying changes in EEG information transfer during drowsy driving by transfer entropy', FRONTIERS IN HUMAN NEUROSCIENCE, vol. 9.
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Huang, X, Cheng, H, Li, R-H, Qin, L & Yu, JX 2015, 'Top-K structural diversity search in large networks.', The VLDB Journal, vol. 24, pp. 319-343.
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Huassain, OK, Rahman, ZU, Hussain, FK, Singh, J, Janjua, NK & Chang, E 2015, 'A User-Based Early Warning Service Management Framework in Cloud Computing', Computer Journal, vol. 58, no. 3, pp. 472-796.
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Hussain, FK 2015, 'Special issue on intelligent e-services', Concurrency Computation, vol. 27, no. 4, pp. 763-764.
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Janjua, N.K., Hussain, O.K, Hussain, FK & Chang, E. 2015, 'Philosophical and Logic-Based Argumentation-Driven Reasoning Approaches and their Realization on the WWW: A Survey', Computer Journal, vol. 57, pp. 1-33.
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Jiang, H, Wang, J, Dong, Y & Lu, H 2015, 'Comprehensive assessment of wind resources and the low-carbon economy: An empirical study in the Alxa and Xilin Gol Leagues of inner Mongolia, China', Renewable and Sustainable Energy Reviews, vol. 50, pp. 1304-1319.
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Li, B, Zhu, X, Li, R & Zhang, C 2015, 'Rating Knowledge Sharing in Cross-Domain Collaborative Filtering', IEEE TRANSACTIONS ON CYBERNETICS, vol. 45, no. 5, pp. 1054-1068.
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Li, G, Yan, Z & Wang, J 2015, 'A one-layer recurrent neural network for constrained nonconvex optimization.', Neural Netw, vol. 61, pp. 10-21.
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Li, J, Lin, X, Rui, X, Rui, Y & Tao, D 2015, 'A Distributed Approach Toward Discriminative Distance Metric Learning', IEEE Transactions on Neural Networks and Learning Systems, vol. 26, no. 9, pp. 2111-2122.
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Li, SY, Chen, SA, Lin, CT, Ko, LW, Yang, CH & Chen, HH 2015, 'Generalized synchronization of nonlinear chaotic systems through natural bioinspired controlling strategy', Abstract and Applied Analysis, vol. 2015.
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Li, T, Lu, J & Martinez Lopez, L 2015, 'Preface: Intelligent Techniques for Data Science', INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, vol. 30, no. 8, pp. 851-853.
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Li, W, Dai, Y, Hao, H, Lu, H, Albinson, R & Li, Z 2015, 'Oil-saving pathways until 2030 for road freight transportation in China based on a cost-optimization model', Energy, vol. 86, pp. 369-384.
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Li, Z, Qin, L, Cheng, H, Zhang, X & Zhou, X 2015, 'TRIP: An Interactive Retrieving-Inferring Data Imputation Approach.', IEEE Transactions on Knowledge and Data Engineering, vol. 27, pp. 2550-2563.
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Liao, SH, Hsieh, JG, Chang, JY & Lin, CT 2015, 'Training neural networks via simplified hybrid algorithm mixing Nelder–Mead and particle swarm optimization methods', Soft Computing, vol. 19, no. 3, pp. 679-689.
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Lin, C, Pal, NR, Wu, SL, Liu, YT & Lin, YY 2015, 'An Interval Type-2 Neural Fuzzy System for Online System Identification and Feature Elimination (IT2NFS-SIFE)', IEEE Transactions on Neural Networks and Learning Systems, vol. 26, no. 7, pp. 1442-1455.
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Lin, C-T, Chiu, T-C & Gramann, K 2015, 'EEG correlates of spatial orientation in the human retrosplenial complex', NEUROIMAGE, vol. 120, pp. 123-132.
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Lin, C-T, Prasad, M & Saxena, A 2015, 'An Improved Polynomial Neural Network Classifier Using Real-Coded Genetic Algorithm', IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, vol. 45, no. 11, pp. 1389-1401.
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Liu, H, Zhang, J, Ngo, HH, Guo, W, Wu, H, Cheng, C, Guo, Z & Zhang, C 2015, 'Carbohydrate-based activated carbon with high surface acidity and basicity for nickel removal from synthetic wastewater', RSC ADVANCES, vol. 5, no. 64, pp. 52048-52056.
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Liu, Y, Luo, X & Xuan, J 2015, 'Online hot event discovery based on Association Link Network', Concurrency and Computation: Practice and Experience, vol. 27, no. 15, pp. 4001-4014.
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Lu, J, Behbood, V, Hao, P, Zuo, H, Xue, S & Zhang, G 2015, 'Transfer Learning using Computational Intelligence: A Survey', Knowledge-Based Systems, vol. 80, pp. 14-23.
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Lu, J, Wu, D, Mao, M, Wang, W & Zhang, G 2015, 'Recommender system application developments: A survey', DECISION SUPPORT SYSTEMS, vol. 74, pp. 12-32.
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Lu, J, Zheng, Z, Zhang, G, He, Q & Shi, Z 2015, 'A new solution algorithm for solving rule-sets based bilevel decision problems', Concurrency Computation Practice and Experience, vol. 27, no. 4, pp. 830-854.
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Ma, Q, Luo, X, Xuan, J & Liu, H 2015, 'BAYESIAN-BASED TYPE DISCRIMINATION OF WEB EVENTS', JOURNAL OF WEB ENGINEERING, vol. 14, no. 5-6, pp. 525-544.

Mandal, R, Roy, PP, Pal, U & Blumenstein, M 2015, 'Multi-lingual date field extraction for automatic document retrieval by machine', Information Sciences, vol. 314, pp. 277-292.
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Mao, Q, Tsang, IW, Gao, S & Wang, L 2015, 'Generalized Multiple Kernel Learning With Data-Dependent Priors', IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, vol. 26, no. 6, pp. 1134-1148.
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Naderpour, M, Lu, J & Zhang, G 2015, 'A human-system interface risk assessment method based on mental models', SAFETY SCIENCE, vol. 79, pp. 286-297.
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Naderpour, M, Lu, J & Zhang, GQ 2015, 'An Abnormal Situation Modeling Method to Assist Operators in Safety-Critical Systems', Reliability Engineering and System Safety, vol. 133, pp. 33-47.
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Naderpour, M, Nazir, S & Lu, J 2015, 'The role of situation awareness in accidents of large-scale technological systems', PROCESS SAFETY AND ENVIRONMENTAL PROTECTION, vol. 97, pp. 13-24.
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Pan, S, Wu, J & Zhu, X 2015, 'CogBoost: Boosting for Fast Cost-Sensitive Graph Classification', IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, vol. 27, no. 11, pp. 2933-2946.
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Pan, S, Wu, J, Zhu, X & Zhang, C 2015, 'Graph Ensemble Boosting for Imbalanced Noisy Graph Stream Classification', IEEE TRANSACTIONS ON CYBERNETICS, vol. 45, no. 5, pp. 940-954.
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Pan, S, Wu, J, Zhu, X, Long, G & Zhang, C 2015, 'Finding the best not the most: regularized loss minimization subgraph selection for graph classification', PATTERN RECOGNITION, vol. 48, no. 11, pp. 3783-3796.
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Pedrycz, W & Lu, J 2015, 'Web-Based Intelligent Support Systems-Preface to the Special Section', IEEE TRANSACTIONS ON FUZZY SYSTEMS, vol. 23, no. 1, pp. 1-2.
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Peppas, P, Williams, M-A, Chopra, S & Foo, N 2015, 'Relevance in belief revision', ARTIFICIAL INTELLIGENCE, vol. 229, pp. 126-138.
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Prasad, M, Li, DL, Lin, C, Prakash, S, Singh, J & Joshi, S 2015, 'Designing Mamdani-Type Fuzzy Reasoning for Visualizing Prediction Problems Based on Collaborative Fuzzy Clustering', IAENG International Journal of Computer Science, vol. 42, no. 4, pp. 404-411.
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Prasad, M, Lin, YY, Lin, CT, Er, MJ & Prasad, OK 2015, 'A new data-driven neural fuzzy system with collaborative fuzzy clustering mechanism', NEUROCOMPUTING, vol. 167, pp. 558-568.
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Pratama, M, Anavatti, SG & Lu, J 2015, 'Recurrent Classifier Based on an Incremental Metacognitive-Based Scaffolding Algorithm', IEEE TRANSACTIONS ON FUZZY SYSTEMS, vol. 23, no. 6, pp. 2048-2066.
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Qiao, M, Bian, W, Xu, RYD & Tao, D 2015, 'Diversified Hidden Markov Models for Sequential Labeling', IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, vol. 27, no. 11, pp. 2947-2960.
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Ramezani, F, Lu, J, Taheri, J & Hussain, FK 2015, 'Evolutionary algorithm-based multi-objective task scheduling optimization model in cloud environments', WORLD WIDE WEB-INTERNET AND WEB INFORMATION SYSTEMS, vol. 18, no. 6, pp. 1737-1757.
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Rehman, Z-U, Hussain, OK & Hussain, FK 2015, 'User-side cloud service management: State-of-the-art and future directions', JOURNAL OF NETWORK AND COMPUTER APPLICATIONS, vol. 55, pp. 108-122.
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Rehman, ZU, Hussain, OK, Hussain, FK, Chang, E & Dillon, T 2015, 'User-side QoS forecasting and management of cloud services', WORLD WIDE WEB-INTERNET AND WEB INFORMATION SYSTEMS, vol. 18, no. 6, pp. 1677-1716.
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Ross, PK & Blumenstein, M 2015, 'Cloud computing as a facilitator of SME entrepreneurship', TECHNOLOGY ANALYSIS & STRATEGIC MANAGEMENT, vol. 27, no. 1, pp. 87-101.
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Sasaki, N, Chen, H-T, Sakamoto, D & Igarashi, T 2015, 'Facetons: face primitives for building 3D architectural models in virtual environments', COMPUTER ANIMATION AND VIRTUAL WORLDS, vol. 26, no. 2, pp. 185-194.
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Shambour, Q & Lu, J 2015, 'An effective recommender system by unifying user and item trust information for B2B applications', JOURNAL OF COMPUTER AND SYSTEM SCIENCES, vol. 81, no. 7, pp. 1110-1126.
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Sharma, N, Shivakumara, P, Pal, U, Blumenstein, M & Tan, CL 2015, 'Piece-wise linearity based method for text frame classification in video', PATTERN RECOGNITION, vol. 48, no. 3, pp. 862-881.
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Song, R, Catchpoole, DR, Kennedy, PJ & Li, J 2015, 'Identification of lung cancer miRNA-miRNA co-regulation networks through a progressive data refining approach', JOURNAL OF THEORETICAL BIOLOGY, vol. 380, pp. 271-279.
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Tan, M, Tsang, IW & Wang, L 2015, 'Matching Pursuit LASSO Part I: Sparse Recovery Over Big Dictionary', IEEE TRANSACTIONS ON SIGNAL PROCESSING, vol. 63, no. 3, pp. 727-741.
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Tan, M, Tsang, IW & Wang, L 2015, 'Matching Pursuit LASSO Part II: Applications and Sparse Recovery Over Batch Signals', IEEE TRANSACTIONS ON SIGNAL PROCESSING, vol. 63, no. 3, pp. 742-753.
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Wang, W, Zhang, G & Lu, J 2015, 'Collaborative Filtering with Entropy-Driven User Similarity in Recommender Systems', INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, vol. 30, no. 8, pp. 854-870.
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Wang, X, Zhang, Y, Zhang, W, Lin, X & Wang, W 2015, 'AP-Tree: efficiently support location-aware Publish/Subscribe', VLDB Journal, vol. 24, no. 6, pp. 823-848.
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Wang, Y-K, Jung, T-P & Lin, C-T 2015, 'EEG-Based Attention Tracking During Distracted Driving', IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, vol. 23, no. 6, pp. 1085-1094.
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Wu, D, Lu, J & Zhang, G 2015, 'A Fuzzy Tree Matching-Based Personalized E-Learning Recommender System', IEEE TRANSACTIONS ON FUZZY SYSTEMS, vol. 23, no. 6, pp. 2412-2426.
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Wu, D, Zhang, G & Lu, J 2015, 'A Fuzzy Preference Tree-Based Recommender System for Personalized Business-to-Business E-Services', IEEE TRANSACTIONS ON FUZZY SYSTEMS, vol. 23, no. 1, pp. 29-43.
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Wu, J, Pan, S, Zhu, X & Cai, Z 2015, 'Boosting for Multi-Graph Classification', IEEE TRANSACTIONS ON CYBERNETICS, vol. 45, no. 3, pp. 430-443.
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Wu, J, Pan, S, Zhu, X, Cai, Z, Zhang, P & Zhang, C 2015, 'Self-adaptive attribute weighting for Naive Bayes classification', EXPERT SYSTEMS WITH APPLICATIONS, vol. 42, no. 3, pp. 1487-1502.
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Wu, J, Wu, B, Pan, S, Wang, H & Cai, Z 2015, 'Locally Weighted Learning: How and When Does it Work in Bayesian Networks?', INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS, vol. 8, pp. 63-74.
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Xu, GX, Sun, W & Peng, X 2015, 'Clustering research across Tibetan and Chinese texts', Journal of Digital Information Management, vol. 13, no. 3, pp. 162-168.
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Xuan, J, Lu, J, Zhang, G & Luo, X 2015, 'Topic Model for Graph Mining', IEEE Transactions on Cybernetics, vol. 45, no. 2, pp. 2792-2803.
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Xuan, J, Lu, J, Zhang, G, Xu, RYD & Luo, X 2015, 'Infinite Author Topic Model based on Mixed Gamma-Negative Binomial Process.', CoRR, vol. abs/1503.08535, pp. 1-10.
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Yan, Y, Yang, Y, Meng, D, Liu, G, Tong, W, Hauptmann, AG & Sebe, N 2015, 'Event Oriented Dictionary Learning for Complex Event Detection', IEEE TRANSACTIONS ON IMAGE PROCESSING, vol. 24, no. 6, pp. 1867-1878.
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Yan, Z & Wang, J 2015, 'Nonlinear Model Predictive Control Based on Collective Neurodynamic Optimization', IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, vol. 26, no. 4, pp. 840-850.
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Yang, Y, Ma, Z, Nie, F, Chang, X & Hauptmann, AG 2015, 'Multi-Class Active Learning by Uncertainty Sampling with Diversity Maximization', International Journal of Computer Vision, vol. 113, no. 2.
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Yang, Y, Ma, Z, Yang, Y, Nie, F & Shen, HT 2015, 'Multitask Spectral Clustering by Exploring Intertask Correlation', IEEE TRANSACTIONS ON CYBERNETICS, vol. 45, no. 5, pp. 1069-1080.
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Yin, H, Cui, B, Chen, L, Hu, Z & Zhang, C 2015, 'Modeling Location-Based User Rating Profiles for Personalized Recommendation', ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA, vol. 9, no. 3.
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Yin, H, Cui, B, Chen, L, Hu, Z & Zhou, X 2015, 'Dynamic User Modeling in Social Media Systems', ACM TRANSACTIONS ON INFORMATION SYSTEMS, vol. 33, no. 3.
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Zeng, X, Bian, W, Liu, W, Shen, J & Tao, D 2015, 'Dictionary Pair Learning on Grassmann Manifolds for Image Denoising', IEEE TRANSACTIONS ON IMAGE PROCESSING, vol. 24, no. 11, pp. 4556-4569.
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Zhan, L, Zhang, Y, Zhang, W & Lin, X 2015, 'Finding Top k Most Influential Spatial Facilities over Uncertain Objects', IEEE Transactions on Knowledge and Data Engineering, vol. 27, no. 12, pp. 3289-3303.
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Zhang, G, Lu, J & Gao, Y 2015, 'Bi-level Multi-follower Decision Making', Intelligent Systems Reference Library, vol. 82, pp. 65-104.
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Zhang, G, Lu, J & Gao, Y 2015, 'Bi-level Multi-leader Decision Making', Intelligent Systems Reference Library, vol. 82, pp. 105-120.
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Zhang, G, Lu, J & Gao, Y 2015, 'Bi-level Pricing and Replenishment in Supply Chains', Intelligent Systems Reference Library, vol. 82, pp. 325-336.
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Zhang, G, Lu, J & Gao, Y 2015, 'Bi-level Programming for Competitive Strategic Bidding Optimization in Electricity Markets', Intelligent Systems Reference Library, vol. 82, pp. 315-324.
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Zhang, G, Lu, J & Gao, Y 2015, 'Bi-level Programming Models and Algorithms', Intelligent Systems Reference Library, vol. 82, pp. 47-62.
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Zhang, G, Lu, J & Gao, Y 2015, 'Fuzzy Multi-objective Bi-level Goal Programming', Intelligent Systems Reference Library, vol. 82, pp. 229-247.
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Zhang, G, Lu, J & Gao, Y 2015, 'Optimization Models', Intelligent Systems Reference Library, vol. 82, pp. 25-46.
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Zhang, G, Lu, J & Gao, Y 2015, 'Rule-Set-Based Bi-level Decision Making', Intelligent Systems Reference Library, vol. 82, pp. 251-286.
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Zhang, G, Lu, J & Gao, Y 2015, 'Tri-level Multi-follower Decision Making', Intelligent Systems Reference Library, vol. 82, pp. 121-171.
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Zhang, W, Li, A, Cheema, MA, Zhang, Y & Chang, L 2015, 'Probabilistic n-of-N skyline computation over uncertain data streams', World Wide Web, vol. 18, no. 5, pp. 1331-1350.
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Zhang, Z, Yu, JX, Qin, L, Chang, L & Lin, X 2015, 'I/O efficient: computing SCCs in massive graphs', VLDB Journal, vol. 24, no. 2, pp. 245-270.
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Zheng, Z, Peng, K, Du, W & Zhang, G 2015, 'Modeling, Control, and Optimization in Aeronautical Engineering', Scientific World Journal, vol. 2015.
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Conferences

Adak, C, Maitra, P, Chaudhuri, BB & Blumenstein, M 2015, 'Binarization of old halftone text documents', IEEE Region 10 Annual International Conference, Proceedings/TENCON, IEEE Tencon (IEEE Region 10 Conference), IEEE, Macao, PEOPLES R CHINA, pp. 1-5.
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Agrawal, H, Umapathi, U, Kovacs, R, Johannes, F, Chen, HT, Mueller, S & Baudisch, P 2015, 'Protopiper: Physically sketching room-sized objects at actual scale', UIST 2015 - Proceedings of the 28th Annual ACM Symposium on User Interface Software and Technology, ACM Symposium on User Interface Software and Technology, ACM, USA, pp. 427-436.
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Ahadi, A, Prior, J, Behbood, V & Lister, R 2015, 'A Quantitative Study of the Relative Difficulty for Novices of Writing Seven Different Types of SQL Queries', Proceedings of the 2015 ACM Conference on Innovation and Technology in Computer Science Education, Annual Conference on Innovation and Technology in Computer Science Education, ACM, Lithuania, pp. 201-206.
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Ali, M & Behbood, V 2015, 'Operation Properties and delta-Equalities of Complex Fuzzy Classes', Proceedings of the 10th International Conference on Intelligent Systems and Knowledge Engineering, International Conference on Intelligent Systems and Knowledge Engineering, IEEE, Taipei, pp. 586-593.
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Alkalbani, A, Shenoy, A, Hussain, FK, Hussain, OK & Xiang, Y 2015, 'Design and implementation of the hadoop-based crawler for SaaS service discovery', Proceedings - International Conference on Advanced Information Networking and Applications, AINA, International Conference on Advanced Information Networking and Applications (was ICOIN), IEEE, Gwangju, SOUTH KOREA, pp. 785-790.
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Alkalbani, AM, Ghamry, AM, Hussain, FK & Hussain, OK 2015, 'Blue Pages: Software as a Service Data Set', Proceedings of the 2015 10th International Conference on Broadband and Wireless Computing, Communication and Applications (BWCCA), International Conference on Broadband and Wireless Computing, Communication and Applications (BWCCA), IEEE, Krakow, Poland, pp. 269-274.
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Alshehri, MD & Hussain, FK 2015, 'A comparative analysis of scalable and context-aware trust management approaches for internet of things', Neural Information Processing (LNCS), Part iV, International Conference on Neural Information Processing, Springer, Istanbul, TURKEY, pp. 596-605.
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Anaissi, A & Goyal, ML 2015, 'SVM-based association rules for knowledge discovery and classification', Proceedings of the 2015 2nd Asia-Pacific World Congress on Computer Science and Engineering (APWC on CSE), Asia-Pacific World Congress on Computer Science and Engineering, IEEE, Nadi, Fiji, pp. 1-5.
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Beyer, D, Gurevich, S, Mueller, S, Chen, HT & Baudisch, P 2015, 'Platener: Low-fidelity fabrication of 3D objects by substituting 3D print with laser-cut plates', Conference on Human Factors in Computing Systems - Proceedings, International Conference on Human Factors in Computing Systems, ACM, Seoul, Republic of Korea, pp. 1799-1806.
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Bi, S, Zhang, G, Xue, X & Yan, Z 2015, 'Real-time robust model predictive control of mobile robots based on recurrent neural networks', Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), International Conference on Neural Information Processing, Springer, Istanbul, Turkey, pp. 289-296.
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Braytee, A, Gill, AQ, Kennedy, PJ & Hussain, FK 2015, 'A Review and comparison of service E-Contract Architecture Metamodels', Neural Information Processing (LNCS), International Conference on Neural Information Processing, Springer, Istanbul, Turkey, pp. 583-595.
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Braytee, A, Hussain, F, Anaissi, A & Kennedy, PJ 2015, 'ABC-Sampling for balancing imbalanced datasets based on Artificial Bee Colony algorithm', Proceedings 2015 IEEE 14th International Conference on Machine Learning and Applications ICMLA 2015, International Conference on Machine Learning and Applications, IEEE, Miami, Florida, pp. 594-599.
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Cao, L, Zhang, C, Joachims, T, Webb, G, Margineantu, D, Williams, G, Parekh, R, Fayyad, U, Eliassi-Rad, T, Fürnkranz, J, Pei, J, Zhou, ZH, Bekkerman, R & Tang, J 2015, 'Foreword', Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. iii-iv.

Cao, ZH, Ko, LW, Lai, KL, Huang, SB, Wang, SJ & Lin, CT 2015, 'Classification of migraine stages based on resting-state EEG power', Proceedings of the International Joint Conference on Neural Networks, IEEE International Joint Conference on Neural Networks, IEEE, Killarney, Ireland.
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Chang, L, Lin, X, Qin, L, Yu, JX & Pei, J 2015, 'Efficiently Computing Top-K Shortest Path Join', Proceedings of the 18th International Conference on Extending Database Technology, EDBT 2015, Brussels, Belgium, March 23-27, 2015., Extending Database Technology, OpenProceedings.org, Belgium, pp. 133-144.
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Chang, L, Lin, X, Qin, L, Yu, JX & Zhang, W 2015, 'Index-based optimal algorithms for computing steiner components with maximum connectivity', Proceedings of the ACM SIGMOD International Conference on Management of Data, ACM Special Interest Group on Management of Data Conference, ACM, Melbourne, Victoria, Australia, pp. 459-474.
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Chang, L, Lin, X, Zhang, W, Yu, JX, Zhang, Y & Qin, L 2015, 'Optimal Enumeration: Efficient Top-k Tree Matching', Proceedings of the VLDB Endowment, International Conference on Very Large Databases, VLDB Endowment, Kahola Coast, Hawaii, pp. 533-544.
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Chang, X, Yang, Y, Hauptmann, A, Xing, EP & Yu, YL 2015, 'Semantic Concept Discovery for Large-Scale Zero-Shot Event Detection', Proceedings of the 24th International Conference on Artificial Intelligence, International Joint Conference of Artificial Intelligence, ACM, Buenos Aires, Argentina, pp. 2234-2240.
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Chang, X, Yang, Y, Xing, EP & Yu, Y-L 2015, 'Complex Event Detection using Semantic Saliency and Nearly-Isotonic SVM', Proceedings of The 32nd International Conference on Machine Learning, International Conference on Machine Learning, International Machine Learning Society, Lille Grand, Paris, pp. 1348-1357.
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Chang, X, Yu, YL, Yang, Y & Hauptmann, AG 2015, 'Searching persuasively: Joint event detection and evidence recounting with limited supervision', Proceedings of the 23rd ACM international conference on Multimedia, ACM International Conference on Multimedia, ACM, Brisbane, Australia, pp. 581-590.
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Chang, XJ, Nie, FP, Ma, ZG, Yang, Y & Zhou, XF 2015, 'A Convex Formulation for Spectral Shrunk Clustering', Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, AAAI Conference on Artificial Intelligence, AAAI, Austin Texas, USA, pp. 2532-2538.
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Chen, H, Zhang, G, Lu, J & Zhu, D 2015, 'A Fuzzy Approach for Measuring Development of Topics in Patents Using Latent Dirichlet Allocation', 2015 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2015), IEEE International Conference on Fuzzy Systems, IEEE, Istanbul, Turkey, pp. 1-7.
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Chen, H, Zhang, YI, Zhang, G, Zhu, D & Lu, J 2015, 'Modeling Technological Topic Changes in Patent Claims', Proceeding of 2015 Portland International Conference on Management of Engineering and Technology (PICMET), Portland International Center for Management of Engineering and Technology Conference, IEEE, Portland, USA, pp. 2049-2059.
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Chen, M, Velasco-Forero, S, Tsang, I & Cham, TJ 2015, 'Objects co-segmentation: Propagated from simpler images', ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, IEEE International Conference on Acoustics, Speech and Signal Processing, IEEE, Brisbane, AUSTRALIA, pp. 1682-1686.
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Chen, M, Velasco-Forero, S, Tsang, I & Cham, T-J 2015, 'OBJECTS CO-SEGMENTATION: PROPAGATED FROM SIMPLER IMAGES', 2015 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING (ICASSP), 40th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), IEEE, Brisbane, AUSTRALIA, pp. 1682-1686.

Chiu, CY, Chen, CY, Lin, YY, Chen, SA & Lin, CT 2014, 'Using a novel LDA-ensemble framework to classification of motor imagery tasks for brain-computer interface applications', Frontiers in Artificial Intelligence and Applications, International Computer Symposium (ICS), IOS Press, Tunghai University, Taichung, Taiwan, pp. 150-156.
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Chotipant, S, Hussain, FK & Hussain, OK 2015, 'An automated and fuzzy approach for semantically annotating services', IEEE International Conference on Fuzzy Systems, IEEE International Conference on Fuzzy Systems, IEEE, Istanbul, TURKEY.
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Chotipant, S, Hussain, FK, Dong, H & Hussain, OK 2015, 'A neural network based approach for semantic service annotation', Neural Information Processing (LNCS), Part II, International Conference on Neural Information Processing, Springer, Istanbul, Turkey, pp. 292-300.
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Chou, KP, Prasad, M, Lin, YY, Joshi, S, Lin, CT & Chang, JY 2014, 'Takagi-Sugeno-Kang type collaborative fuzzy rule based system', IEEE SSCI 2014 - 2014 IEEE Symposium Series on Computational Intelligence - CIDM 2014: 2014 IEEE Symposium on Computational Intelligence and Data Mining, Proceedings, IEEE Symposium on Computational Intelligence and Data Mining, IEEE, USA, pp. 315-320.
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Connor, M, Ghapanchi, AH, Blumenstein, M, Amrollahi, A & Najaftorkaman, M 2015, 'Decision Support Systems and Line Performance: Case of Gold Coast University Hospital', Proceedings for the Studies in Health Technology and Informatics, National Health Informatics Conference, IOS Press, Brisbane, Australia, pp. 22-28.
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Curiskis, SA, Osborn, TR & Kennedy, PJ 2015, 'Link prediction and topological feature importance in social networks', Proceedings of the 13-th Australasian Data Mining Conference (AusDM 2015), Sydney, Australia, Australian Data Mining Conference, Australian Computer Society, Sydney, pp. 39-50.
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Di, P, Sui, Y, Ye, D & Xue, J 2015, 'Region-Based May-Happen-in-Parallel Analysis for C Programs', 2015 44TH INTERNATIONAL CONFERENCE ON PARALLEL PROCESSING (ICPP), 44th Annual International Conference on Parallel Processing Workshops (ICPPW), IEEE, Beijing, PEOPLES R CHINA, pp. 889-898.
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Fan, X, Sui, Y & Xue, J 2015, 'Contention-Aware Scheduling for Asymmetric Multicore Processors', 2015 IEEE 21ST INTERNATIONAL CONFERENCE ON PARALLEL AND DISTRIBUTED SYSTEMS (ICPADS), 21st IEEE International Conference on Parallel and Distributed Systems ICPADS, IEEE, Melbourne, AUSTRALIA, pp. 742-751.
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Fazel, SAA, Mirfenderesk, H, Tomlinson, R & Blumenstein, M 2015, 'Towards robust flood forecasts using neural networks', Proceedings of the International Joint Conference on Neural Networks, International Joint Conference on Neural Networks, IEEE, Killarney, Ireland.
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Gan, C, Lin, M, Yang, Y, Zhuang, YT & Hauptmann, AG 2015, 'Exploring Semantic Inter-Class Relationships (SIR) for Zero-Shot Action Recognition', Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, AAAI Conference on Artificial Intelligence, AAAI, Austin, USA, pp. 3769-3775.
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Gan, C, Wang, N, Yang, Y, Yeung, DY & Hauptmann, AG 2015, 'Devnet: A Deep Event Network for Multimedia Event Detection and Evidence Recounting', Proceedings of the 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), IEEE Conference on Computer Vision and Pattern Recognition, IEEE, Boston, USA, pp. 2568-2577.
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Ghanbarzadeh, R, Ghapanchi, AH & Blumenstein, M 2015, 'Characteristics of research on the application of three-dimensional immersive virtual worlds in health', Health Information Science (LNCS), International Conference on Health Information Science (HIS), Springer, Melbourne, Australia, pp. 213-224.
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Guntuku, SC, Zhou, JT, Roy, S, Weisi, L & Tsang, IW 2014, 'Deep representations to model user ‘Likes’', Computer Vision -- ACCV 2014 (LNCS), Asian Conference on Computer Vision, Springer, Singapore, Singapore, pp. 3-18.
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Hajinoroozi, M, Jung, TP, Lin, CT & Huang, Y 2015, 'Feature extraction with deep belief networks for driver's cognitive states prediction from EEG data', 2015 IEEE China Summit and International Conference on Signal and Information Processing, ChinaSIP 2015 - Proceedings, IEEE China Summit and International Conference on Signal and Information Processing, IEEE, Chengdu, China, pp. 812-815.
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Han, J, Hu, Y, Zhang, G & Lu, J 2015, 'A Compromise-Based Particle Swarm Optimization Algorithm for Solving Bi-Level Programming Problems with Fuzzy Parameters', Intelligent Systems and Knowledge Engineering (ISKE), 2015 10th International Conference on, International Conference on Intelligent Systems and Knowledge Engineering, IEEE, Taipei, pp. 214-221.
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Han, J, Zhang, G, Hu, Y & Lu, J 2015, 'Solving tri-level programming problems using a particle swarm optimization algorithm', 2015 IEEE 10th Conference on Industrial Electronics and Applications (ICIEA), IEEE Conference on Industrial Electronics and Applications, IEEE, Auckland, New Zealand, pp. 569-574.
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Han, Y, Wang, L, Zhang, Y, Zhang, W & Lin, X 2015, 'Spatial keyword range search on trajectories', Database Systems for Advanced Applications (LNCS), Database Systems for Advanced Applications, Springer, Hanoi, Vietnam, pp. 223-240.
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He, X, Li, K & Shi, L 2015, 'A simple asset pricing model with social interaction and differences in opinion', 9th International Conference on Nonlinear Economic Dynamics (NED 2015), International Conference on Nonlinear Economic Dynamics, Tokyo.

He, X, Li, K & Shi, L 2015, 'Optimal time series momentum', 3rd NUS Workshop on Risk and Regulation, NUS Workshop on Risk and Regulation, Singapore.
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Hsieh, TY, Lin, YY, Liu, YT, Fang, CN & Lin, CT 2015, 'Developing a novel multi-fusion brain-computer interface (BCI) system with particle swarm optimization for motor imagery task', IEEE International Conference on Fuzzy Systems, IEEE International Conference on Fuzzy Systems, IEEE, Istanbul, Turkey.
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Huang, L, Shang, L, Wang, K, Porter, A & Zhang, Y 2015, 'Identifying Target for Technology Mergers and Acquisitions Using Patent Information and Semantic Analysis', 2015 Proceedings of PICMET '15: Management of the Technology Age, Portland International Conference on Management of Engineering and Technology, IEEE, Portland, USA, pp. 2313-2321.
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Huang, Y, Zhang, Y, Ma, J, Porter, A & Wang, X 2015, 'Tracing Technology Evolution Pathways by Combining Tech Mining and Patent Citation Analysis', 2015 Portland International Conference on Management of Engineering & Technology, Portland, USA.
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Hussain, W, Hussain, FK & Hussain, OK 2015, 'Comparative Analysis of Consumer Profile-based Methods to Predict SLA Violation', 2015 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE 2015), IEEE International Conference on Fuzzy Systems, IEEE, Istanbul.
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Hussain, W, Hussain, FK & Hussain, OK 2015, 'Towards soft computing approaches for formulating viable service level agreements in cloud', Neural Information Processing (LNCS), International Conference on Neural Information Processing, Springer, Istanbul, Turkey, pp. 639-646.
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Hussain, W, Hussain, FK & Hussain, OK 2015, 'Transmitting scalable video streaming over wireless ad hoc networks', Proceedings - International Conference on Advanced Information Networking and Applications, AINA, International Conference on Advanced Information Networking and Applications (was ICOIN), IEEE, Gwangju, SOUTH KOREA, pp. 201-206.
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Hussain, W, Hussain, FK, Hussain, O & Chang, E 2015, 'Profile-based viable Service Level Agreement (SLA) Violation Prediction Model in the Cloud', Proceedings of the 2015 2015 10th International Conference on P2P, Parallel, Grid, Cloud and Internet Computing (3PGCIC), International Conference on P2P, Parallel, Grid, Cloud and Internet Computing, IEEE, Krakow, Poland, pp. 268-272.
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Ikram, MA, Alshehri, MD & Hussain, FK 2015, 'Architecture of an IoT-based System for Football Supervision (IoT Football)', Proceedings of the 2015 IEEE 2nd World Forum on Internet of Things (WF-IoT), IEEE World Forum on Internet of Things (WF-IoT), IEEE, Milan, Italy, pp. 69-74.
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Jiang, L, Yu, SI, Meng, D, Yang, Y, Mitamura, T & Hauptmann, AG 2015, 'Fast and accurate content-based semantic search in 100M Internet Videos', MM 2015 - Proceedings of the 2015 ACM Multimedia Conference, ACM International Conference on Multimedia, ACM, Brisbane, Australia, pp. 49-58.
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Jiang, X, Liu, W, Cao, L & Long, G 2015, 'Coupled Collaborative Filtering for Context-aware Recommendation', AAAI Publications, Twenty-Ninth AAAI Conference on Artificial Intelligence, Student Abstracts, AAAI Conference on Artificial Intelligence, AAAI, Austin Texas, USA, pp. 4172-4173.
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Jiang, X, Peng, X & Long, G 2015, 'Discovering sequential rental patterns by fleet tracking', Data Science (LNCS), International Conference on Data Science, Springer, Sydney, Australia, pp. 42-49.
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Khosravi, P, Ghapanchi, AH & Blumenstein, M 2015, 'Investigating various technologies applied to assist seniors', Health Information Science (LNCS), International Conference on Health Information Science (HIS), Springer, Melbourne, Australia, pp. 202-212.
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Ko, LW, Lai, PW, Yang, BJ & Lin, CT 2015, 'Mobile EEG & ECG integration system for monitoring physiological states in performing simulated war game training', 2015 IEEE Conference on Computational Intelligence and Games (CIG), IEEE Symposium on Computational Intelligence and Games, IEEE, Tainan, Taiwan, pp. 542-543.
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Ko, LW, Lai, WK, Liang, WG, Chuang, CH, Lu, SW, Lu, YC, Hsiung, TY, Wu, HH & Lin, CT 2015, 'Single channel wireless EEG device for real-time fatigue level detection', Proceedings of the International Joint Conference on Neural Networks, IEEE International Joint Conference on Neural Networks, IEEE, Killarney, Ireland.
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Lai, L, Qin, L, Lin, X & Chang, L 2015, 'Scalable Subgraph Enumeration in MapReduce.', Proceedings of the VLDB Endowment, International Conference on Very Large Databases, VLDB Endowment, Kohala Coast, Hawaii, pp. 974-985.
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Li, R-H, Qin, L, Yu, JX & Mao, R 2015, 'Influential Community Search in Large Networks', Proceedings of the VLDB Endowment, International Conference on Very Large Databases, Proceedings of the Vldb Endowment International Conference on Very Large Data Bases, Kohala Coast, Hawaii, pp. 509-520.
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Li, RH, Yu, JX, Qin, L, Mao, R & Jin, T 2015, 'On random walk based graph sampling', Proceedings - International Conference on Data Engineering, IEEE International Conference on Data Engineering, IEEE, Seoul, South Korea, pp. 927-938.
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Lin, C-T, Wang, Y-K, Fang, C-N, Yu, Y-H & King, J-T 2015, 'Extracting patterns of single-trial EEG using an adaptive learning algorithm.', Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference, International Conference of the IEEE Engineering in Medicine and Biology Society, IEEE, Milan, ITALY, pp. 6642-6645.
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Liu, B, Chen, L, Liu, C, Zhang, C & Qiu, W 2015, 'RCP Mining: Towards the Summarization of Spatial Co-location Patterns', Advances in Spatial and Temporal Databases (LNCS), International Symposium on Advances in Spatial and Temporal Databases, Springer, Hong Kong, China, pp. 451-469.
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Liu, G, Yan, Y, Ricci, E, Yang, Y, Han, Y, Winkler, S & Sebe, N 2015, 'Inferring Painting Style with Multi-task Dictionary Learning', IJCAI'15 Proceedings of the 24th International Conference on Artificial Intelligence, International Joint Conference on Artificial Intelligence, AAAI Press, Buenos Aires, pp. 2162-2168.
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Liu, W & Tsang, IW 2015, 'On the optimality of classifier chain for multi-label classification', Advances in Neural Information Processing Systems, Neural Information Processing Systems 2015 Conference, pp. 712-720.
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Liu, W & Tsang, W 2015, 'Large Margin Metric Learning for Multi-label Prediction', Twenty-Ninth AAAI Conference on Artificial Intelligence, AAAI Conference on Artificial Intelligence, AAAI, Austin, Texas, USA, pp. 2800-2806.
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Liu, W, Deng, Z, Gong, X, Jiang, F & Tsang, W 2015, 'Effectively Predicting Whether and When a Topic Will Become Prevalent in a Social Network', Online proceedings of Twenty-Ninth AAAI Conference on Artificial Intelligence, AAAI Conference on Artificial Intelligence, AAI, Austin, Texas, pp. 210-216.
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Liu, YT, Lin, YY, Hsieh, TY, Wu, SL & Lin, CT 2015, 'A global optimized neuro-fuzzy system using artificial bee colony evolutionary algorithm', Frontiers in Artificial Intelligence and Applications, International Computer Symposium, IOS Press, Taiwan, pp. 140-149.
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Lu, J, Mao, MS, Zhang, GQ & Zhang, JL 2015, 'A Fuzzy Content Matching-based e-Commerce Recommendation Approach', Proceedings of the 2015 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), IEEE International Conference on Fuzzy Systems, IEEE, Istanbul, Turkey, pp. 1-8.
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Malik, MI, Ahmed, S, Marcelli, A, Pal, U, Blumenstein, M, Alewijns, L & Liwicki, M 2015, 'ICDAR2015 competition on signature verification and writer identification for on- and off-line skilled forgeries (SigWIcomp2015)', Proceedings of the International Conference on Document Analysis and Recognition, ICDAR, International Conference on Document Analysis and Recognition (ICDAR), IEEE, Tunis, Tunisia, pp. 1186-1190.
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Mandal, R, Roy, PP, Palz, U & Blumenstein, M 2015, 'Date field extraction from handwritten documents using HMMs', Proceedings of the International Conference on Document Analysis and Recognition, ICDAR, International Conference on Document Analysis and Recognition (ICDAR), IEEE, Nancy, France, pp. 866-870.
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Mueller, S, Beyer, D, Mohr, T, Gurevich, S, Teibrich, A, Pfisterer, L, Guenther, K, Frohnhofen, J, Chen, HT, Baudisch, P, Im, S & Guimbretière, F 2015, 'Low-fidelity fabrication: Speeding up design iteration of 3D objects', Conference on Human Factors in Computing Systems - Proceedings, International Conference on Human Factors in Computing Systems, ACM, Seoul, Republic of Korea, pp. 327-330.
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Nie, LQ, Zhang, LM, Yang, Y, Wang, M, Hong, R & Chua, TS 2015, 'Beyond Doctors: Future Health Prediction from Multimedia and Multimodal Observations', Proceedings of the 2015 ACM Multimedia Conference, ACM International Conference on Multimedia, ACM, Brisbane, Australia, pp. 591-600.
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Pal, S, Alaei, A, Pal, U & Blumenstein, M 2015, 'Interval-valued symbolic representation based method for off-line signature verification', Proceedings of the International Joint Conference on Neural Networks, International Joint Conference on Neural Networks, IEEE, Killarney, Ireland.
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Prasad, M, Chou, KP, Saxena, A, Kawrtiya, OP, Li, DL & Lin, CT 2014, 'Collaborative fuzzy rule learning for Mamdani type fuzzy inference system with mapping of cluster centers', IEEE SSCI 2014 - 2014 IEEE Symposium Series on Computational Intelligence - CICA 2014: 2014 IEEE Symposium on Computational Intelligence in Control and Automation, Proceedings, IEEE Symposium on Computational Intelligence in Control and Automation, IEEE, USA.
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Prasad, M, Er, MJ, Lin, C-T, Prasad, OK, Mohanty, M & Singh, J 2015, 'Novel Data Knowledge Representation with TSK-type Preprocessed Collaborative Fuzzy Rule based System', 2015 IEEE SYMPOSIUM SERIES ON COMPUTATIONAL INTELLIGENCE (IEEE SSCI), IEEE Symposium Series Computational Intelligence, IEEE, Cape Town, SOUTH AFRICA, pp. 14-21.
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Pratama, M, Lu, J & Zhang, GQ 2015, 'A Novel Meta-Cognitive Extreme Learning Machine to Learning from Data Streams', Proceedings of the 2015 IEEE International Conference on Systems, Man, and Cybernetics (SMC), IEEE International Conference on Systems, Man and Cybernetics, IEEE, Kowloon, pp. 2792-2797.
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Pratama, M, Lu, J & Zhang, GQ 2015, 'An Incremental Interval Type-2 Neural Fuzzy Classifier', Proceedings of the 2015 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), IEEE International Conference on Fuzzy Systems, IEEE, Istanbul, Turkey, pp. 1-8.
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Qin, L, Li, RH, Chang, L & Zhang, C 2015, 'Locally densest subgraph discovery', Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, ACM International Conference on Knowledge Discovery and Data Mining, ACM, Sydney, Australia, pp. 965-974.
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Ramezani, F, Naderpour, M & Lu, J 2015, 'Handling Uncertainty in Cloud Resource Management Using Fuzzy Bayesian Networks', Proceedings of the 2015 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), IEEE International Conference on Fuzzy Systems, IEEE, Istanbul, Turkey.
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Ramezani, N & Williams, M 2015, 'Smooth robot motion with an Optimal Redundancy Resolution for PR2 robot based on an analytic inverse kinematic solution', Proceedings of the 2015 IEEE-RAS 15th International Conference on Humanoid Robots (Humanoids), IEEE-RAS International Conference on Humanoid Robots, IEEE, Seoul, Korea, pp. 338-345.
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Sharma, N, Mandal, R, Sharma, R, Pal, U & Blumenstein, M 2015, 'Bag-of-Visual Words for word-wise video script identification: A study', Proceedings of the International Joint Conference on Neural Networks, International Joint Conference on Neural Networks, IEEE, Killarney, Ireland.
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Sharma, N, Mandal, R, Sharma, R, Pal, U & Blumenstein, M 2015, 'ICDAR2015 Competition on Video Script Identification (CVSI 2015)', Proceedings of the International Conference on Document Analysis and Recognition, ICDAR, pp. 1196-1200.
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Sharma, N, Mandal, R, Sharma, R, Roy, PP, Pal, U & Blumenstein, M 2015, 'Multi-lingual text recognition from video frames', Proceedings of the International Conference on Document Analysis and Recognition, ICDAR, International Conference on Document Analysis and Recognition (ICDAR), IEEE, Nancy, France, pp. 951-955.
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Singh, AK, Wang, Y-K, King, J-T, Lin, C-T & Ko, L-W 2015, 'A simple communication system based on Brain Computer Interface', Proceedings of the Technologies and Applications of Artificial Intelligence (TAAI), Technologies and Applications of Artificial Intelligence, IEEE, Tainan, Taiwan, pp. 363-366.
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Song, K, Feng, S, Gao, W, Wang, D, Chen, L & Zhang, C 2015, 'Building emotion lexicon from microblogs by combining effects of seed words and emoticons in a heterogeneous graph', Proceedings of the 26th ACM Conference on Hypertext & Social Media, ACM Conference on HyperText and Social Media, ACM, Guzelyurt, Northern Cyprus, pp. 283-292.
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Suwanwiwat, H, Blumenstein, M & Pal, U 2015, 'A complete automatic short answer assessment system with student identification', Proceedings of the International Conference on Document Analysis and Recognition, ICDAR, International Conference on Document Analysis and Recognition (ICDAR), IEEE, Nancy, France, pp. 611-615.
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Suwanwiwat, H, Blumenstein, M & Pal, U 2015, 'Short answer question examination using an automatic off-line handwriting recognition system and a novel combined feature', Proceedings of the International Joint Conference on Neural Networks, International Joint Conference on Neural Networks, IEEE, Killarney, Ireland.
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Umapathi, U, Chen, HT, Mueller, S, Wall, L, Seufert, A & Baudisch, P 2015, 'LaserStacker: Fabricating 3D Objects by Laser Cutting and Welding', UIST 2015 - Proceedings of the 28th Annual ACM Symposium on User Interface Software and Technology, ACM Symposium on User Interface Software and Technology, ACM, USA, pp. 575-582.
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Unankard, S, Li, X & Long, G 2015, 'Invariant event tracking on social networks', Database Systems for Advanced Applications (LNCS), Database Systems for Advanced Applications, Springer, Hanoi, Vietnam, pp. 517-521.
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Wang, H, Zhang, P, Chen, L & Zhang, C 2015, 'Socialanalysis: A Real-Time query and mining system from social media data streams', Databases Theory and Applications (LNCS), Australasian Database Conference, Springer, Melbourne, Australia, pp. 318-322.
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Wang, H, Zhang, P, Chen, L, Liu, H & Zhang, C 2015, 'Online Diffusion Source Detection in Social Networks', Proceedings of the 2015 International Joint Conference on Neural Networks (IJCNN), IEEE International Joint Conference on Neural Networks, IEEE, Killarney, Ireland, pp. 1-8.
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Wang, H, Zhang, P, Tsang, I, Chen, L & Zhang, C 2015, 'Defragging Subgraph Features for Graph Classification', Proceedings of the 24th ACM International on Conference on Information and Knowledge Management, ACM International Conference on Information and Knowledge Management, ACM, Melbourne, VIC, Australia, pp. 1687-1690.
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Wang, H, Zhang, P, Wu, J & Pan, S 2015, 'Mining top-k minimal redundancy frequent patterns over uncertain databases', Neural Information Processing: 22nd International Conference, ICONIP 2015 Istanbul, Turkey, November 9–12, 2015 Proceedings, Part IV, International Conference on Neural Information Processing, Springer International Publishing, Istanbul, Turkey, pp. 111-119.
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Wang, H-W, Sun, H-J, Chang, T-Y, Lo, H-H, Cheng, W-C, Tseng, GC, Lin, C-T, Chang, S-J, Pal, N & Chung, I-F 2015, 'Discovering monotonic stemness marker genes from time-series stem cell microarray data.', BMC Genomics, Asia-Pacific Bioinformatics Conference, BioMed Central, HsinChu, Taiwan, pp. 1-18.
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Wang, S, Cheema, MA, Zhang, Y & Lin, X 2015, 'Selecting representative objects considering coverage and diversity', GeoRich 2015 - 2nd International ACM Workshop on Managing and Mining Enriched Geo-Spatial Data, in conjunction with SIGMOD 2015, International ACM Workshop on Managing and Mining Enriched Geo-Spatial Data, ACM, Australia, pp. 31-36.
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Wang, W, Yin, H, Chen, L, Sun, Y, Sadiq, S & Zhou, X 2015, 'GEO-SAGE: A geographical sparse additive generative model for spatial item recommendation', KDD '15 Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, ACM International Conference on Knowledge Discovery and Data Mining, ACM, Sydney, NSW, Australia, pp. 1255-1264.
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Wang, X, Zhang, Y, Zhang, W, Lin, X & Cheema, MA 2015, 'Optimal spatial dominance: An effective search of nearest neighbor candidates', Proceedings of the ACM SIGMOD International Conference on Management of Data, ACM Special Interest Group on Management of Data Conference, ACM, Melbourne, Victoria, Australia, pp. 923-938.
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Wang, X, Zhang, Y, Zhang, W, Lin, X & Wang, W 2015, 'AP-Tree: Efficiently support continuous spatial-keyword queries over stream', Proceedings - International Conference on Data Engineering, IEEE International Conference on Data Engineering, IEEE, Seoul, Korea, pp. 1107-1118.
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Wei, C-S, Wang, Y-T, Lin, C-T & Jung, T-P 2015, 'Toward non-hair-bearing brain-computer interfaces for neurocognitive lapse detection.', Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference, International Conference of the IEEE Engineering in Medicine and Biology Society, IEEE, Milan, Italy, pp. 6638-6641.
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Wu, D, Chuang, CH & Lin, CT 2015, 'Online driver's drowsiness estimation using domain adaptation with model fusion', 2015 International Conference on Affective Computing and Intelligent Interaction, ACII 2015, International Conference on Affective Computing and Intelligent Interaction, IEEE, Xian, PEOPLES R CHINA, pp. 904-910.
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Wu, J, Pan, S, Zhu, X, Cai, Z & Zhang, C 2015, 'Multi-graph-view learning for complicated object classification', IJCAI'15 Proceedings of the 24th International Conference on Artificial Intelligence, International Joint Conference on Artificial Intelligence, AAAI Press, Buenos Aires, pp. 3953-3959.
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Wu, Song, Yang, Y, Li, Zhang & Zhuang 2015, 'Structured Embedding via Pairwise Relations and Long-Range Interactions in Knowledge Base', Proceedings of the National Conference on Artificial Intelligence, AAAI Conference on Artificial Intelligence, AAAI, Austin, Texas, USA.
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Xu, Z & Xuan, J 2015, 'Temporal Learning of Semantic Relations between Concepts Using Web Repository.', Proceedings of the 2015 11th International Conference on Semantics, Knowledge and Grids (SKG), International Conference on Semantics, Knowledge and Grids, IEEE Computer Society, Beijing, China, pp. 239-243.
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Xu, ZW, Yang, Y & Hauptmann, AG 2015, 'A Discriminative CNN Video Representation for Event Detection', 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), IEEE Conference on Computer Vision and Pattern Recognition, IEEE, Boston, USA.
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Xuan, J, Lu, J, Zhang, G, Xu, RYD & Luo, X 2015, 'Infinite author topic model based on mixed gamma-negative binomial process', Proceedings - IEEE International Conference on Data Mining, ICDM, IEEE International Conference on Data Mining, IEEE, Atlantic City, USA, pp. 489-498.
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Xue, S, Lu, J, Zhang, G & Xiong, L 2015, 'Heterogeneous feature space based task selection machine for unsupervised transfer learning', Proceedings - The 2015 10th International Conference on Intelligent Systems and Knowledge Engineering, ISKE 2015, International Conference on Intelligent Systems and Knowledge Engineering, IEEE, Taipei Taiwan, pp. 46-51.
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Xue, S, Lu, J, Zhang, G & Xiong, L 2015, 'SEIR immune strategy for instance weighted Naive bayes classification', Neural Information Processing (LNCS), International Conference on Neural Information Processing, Springer, Istanbul, Turkey, pp. 283-292.
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Yan, Y, Tan, M, Yang, Y, Tsang, I, Zhang, C & Shi, Q 2015, 'Scalable maximum margin matrix factorization by active riemannian subspace search', Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence (IJCAI 2015), International Joint Conference on Artificial Intelligence, AAAI, Buenos Aires, Argentina, pp. 3988-3994.
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Yan, Y, Yang, Y, Shen, H, Meng, D, Liu, GW, Hauptmann, AG & Sebe, N 2015, 'Complex Event Detection via Event Oriented Dictionary Learning', Proceedings of the 29th AAAI Conference on Artificial Intelligence, AAAI Conference on Artificial Intelligence, AAAI, Austin, USA, pp. 3841-3847.
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Yan, Z, Bi, S & Xue, X 2015, 'Global exponential anti-synchronization of coupled memristive chaotic neural networks with time-varying delays', Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), International Symposium on Neural Networks, Springer, Jeju, South Korea, pp. 192-201.
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Yang, C, Zhang, G & Zhu, D 2015, 'Semantic-Based Technology Trend Analysis', Proceedings of the 10th International Conference on Intelligent Systems and Knowledge Engineering, International Conference on Intelligent Systems and Knowledge Engineering, IEEE, Taipei, Taiwan, pp. 222-228.
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Yang, Y, Yu, SI, Jiang, L, Xu, ZW & Hauptmann, AG 2015, 'Content-Based Video Search over 1 Million Videos with 1 Core in 1 Second', Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, International Conference on Multimedia Retrieval, ACM, Shanghai, China, pp. 419-426.
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Yu, YH, Chen, SF, Huang, CS, Ko, LW & Lin, CT 2015, 'Portable and wireless EEG device used in sleep quality tracking', 2015 IEEE International Conference on Consumer Electronics - Taiwan, ICCE-TW 2015, IEEE International Conference on Consumer Electronics, IEEEE, Taiwan, pp. 86-87.
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Yuan, L, Qin, L, Lin, X, Chang, L & Zhang, W 2015, 'Diversified top-k clique search', Proceedings - International Conference on Data Engineering, IEEE International Conference on Data Engineering, IEEE, South Korea, pp. 387-398.
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Zao, JK, Lin, CT, Ko, LW, She, HC, Dung, LR & Chen, BY 2014, 'Natural user interfaces: Cyber-physical challenges and pervasive applications - A panel discussion', Proceedings - 2014 IEEE International Conference on Internet of Things, iThings 2014, 2014 IEEE International Conference on Green Computing and Communications, GreenCom 2014 and 2014 IEEE International Conference on Cyber-Physical-Social Computing, CPS 2014, IEEE International Conference on Internet of Things (iThings), and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom), IEEE, Taipei, Taiwan, pp. 467-469.
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Zhan, L, Zhang, Y, Zhang, W, Wang, X & Lin, X 2015, 'Range search on uncertain trajectories', Proceedings of the 24th ACM International on Conference on Information and Knowledge Management, ACM International Conference on Information and Knowledge Management, ACM, Melbourne, Australia, pp. 921-930.
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Zhang, C, Huang, W, Shi, Y, Yu, PS, Zhu, Y, Tian, Y, Zhang, P & He, J 2015, 'Data science: Second international conference, ICDS 2015 Sydney, Australia, August 8-9, 2015 proceedings', Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics).
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Zhang, L, Yang, Y & Zimmermann, R 2015, 'Fine-grained image categorization by localizing tiny object parts from unannotated images', Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, Annual ACM International Conference on Multimedia Retrieval (ICMR), ACM, Shanghai, China, pp. 107-114.
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Zhang, P, Yan, Z & Wang, J 2014, 'Obstacle and singularity avoidance for kinematically redundant manipulators based on neurodynamic optimization', 5th International Conference on Intelligent Control and Information Processing, ICICIP 2014 - Proceedings, International Conference on Intelligent Control and Information Processing, IEEE, Dalian, China, pp. 460-465.
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Zhang, Q, Yu, L & Long, G 2015, 'SocialTrail: Recommending Social Trajectories from Location-Based Social Networks', Databases Theory and Applications (LNCS), Australasian Database Conference, Springer International Publishing, Melbourne, VIC, Australia, pp. 314-317.
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Zhang, Q, Zhang, G, Lu, J & Wu, D 2015, 'A framework of hybrid recommender system for personalized clinical prescription', Proceedings of the 10th International Conference on Intelligent Systems and Knowledge Engineering (ISKE 2015), International Conference on Intelligent Systems and Knowledge Engineering, IEEE, Taipei Taiwan, pp. 189-195.
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Zhang, S, Qin, L, Zheng, Y & Cheng, H 2015, 'Effective and efficient: Large-scale dynamic city express', Proceedings of the ACM International Symposium on Advances in Geographic Information Systems, ACM International Conference on Advances in Geographic Information Systems, ACM, Seattle, Washington.
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Zhang, Y, Cai, Z, Wu, J, Wang, X & Liu, X 2015, 'A memetic algorithm based extreme learning machine for classification', Proceedings of the International Joint Conference on Neural Networks, IEEE International Joint Conference on Neural Networks, IEEE, Killarney, Ireland.
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Zhang, Y, Chen, H, Zhang, G, Zhu, D & Lu, J 2015, 'Multiple Science Data-oriented Technology Roadmapping Method', Proceedings of the 2015 Portland International Conference on Management of Engineering and Technology, Portland International Center for Management of Engineering and Technology Conference, IEEE, Portland, USA, pp. 2278-2287.
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Zhang, Z, Yu, JX, Qin, L & Shang, Z 2015, 'Divide & conquer: I/O efficient depth-first search', Proceedings of the ACM SIGMOD International Conference on Management of Data, ACM Special Interest Group on Management of Data Conference, ACM, Melbourne, Victoria, Australia, pp. 445-458.
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Zhou, H, Lu, J & Zhang, G 2014, 'An extended bilevel programming model and its kth-best algorithm for dynamic decision making in emergency situations', IEEE SSCI 2014 - 2014 IEEE Symposium Series on Computational Intelligence - MCDM 2014: 2014 IEEE Symposium on Computational Intelligence in Multi-Criteria Decision-Making, Proceedings, IEEE Symposium on Computational Intelligence in Multi-Criteria Decision-Making, IEEE, Orlando, FL, USA, pp. 100-105.
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Zuo, H, Zhang, G, Behbood, V & Lu, J 2015, 'Feature Spaces-based Transfer Learning', PROCEEDINGS OF THE 2015 CONFERENCE OF THE INTERNATIONAL FUZZY SYSTEMS ASSOCIATION AND THE EUROPEAN SOCIETY FOR FUZZY LOGIC AND TECHNOLOGY, World Congress of the International-Fuzzy-Systems-Association (IFSA) / Conference of the European-Society-for-Fuzzy-Logic-and-Technology (EUSFLAT), Atlantis Press, Gijon, Spain, pp. 1000-1005.
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Zuo, H, Zhang, G, Behbood, V, Lu, J & Meng, X 2015, 'Transfer Learning in Hierarchical Feature Spaces', Procedings of the 10th International Conference on Intelligent Systems and Knowledge Engineering, International Conference on Intelligent Systems and Knowledge Engineering, IEEE, Taipei, Taiwan, pp. 183-188.
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Other

Chu, L, He, X-Z, Li, K & Tu, J 2015, 'Market Sentiment and Paradigm Shifts'.
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Cui, L, He, X, Lei, K & Tu, J 2015, 'Market sentiment and paradigm shifts', QFRC.

He, X-Z, Li, K & Li, Y 2015, 'Optimal Time Series Momentum'.
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Xuan, J, Lu, J, Luo, X & Zhang, G 2015, 'Nonnegative Multi-level Network Factorization for Latent Factor Analysis.'.
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Xuan, J, Lu, J, Zhang, G, Xu, RYD & Luo, X 2015, 'Dependent Indian Buffet Process-based Sparse Nonparametric Nonnegative Matrix Factorization'.
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Xuan, J, Lu, J, Zhang, G, Xu, RYD & Luo, X 2015, 'Nonparametric Relational Topic Models through Dependent Gamma Processes.'.