• Wahid, A., Gao, X., & Andreae, P. (2015) "Multi-objective clustering ensemble for high-dimensional data based on Strength Pareto Evolutionary Algorithm (SPEA-II)". In Proceedings of the 2015 IEEE International Conference on Data Science and Advanced Analytics, DSAA 2015. doi:10.1109/DSAA.2015.7344795
  • Nekooei, S. M., Chen, G., & Rayudu, R. K. (2015) "A fuzzy logic based cross-layer mechanism for medium access control in WBAN". In Personal, Indoor and Mobile Radio Communications, PIMRC, 2015 IEEE 26th International Symposium on Vol. 2015-December (pp. 1094-1099). Online. doi:10.1109/PIMRC.2015.7343461
  • Marzukhi, S., Browne, W. N., & Zhang, M. (2015) "An on-line Pittsburgh LCS for the Three-Cornered Coevolution Framework". Evolutionary Intelligence, 8(4), 185-201. doi:10.1007/s12065-015-0133-y
  • Ghifary, M., Balduzzi, D., Kleijn, W. B., & Zhang, M. (2015) "Scatter Component Analysis: A Unified Framework for Domain Adaptation and Domain Generalization". __. doi:10.48550/arxiv.1510.04373
  • Li, L., Zhang, F. F., Liu, C., & Niu, B. (2015) "A hybrid Artificial Bee Colony algorithm with bacterial foraging optimization". In 2015 IEEE International Conference on Cyber Technology in Automation, Control and Intelligent Systems, IEEE-CYBER 2015 (pp. 127-132). doi:10.1109/CYBER.2015.7287922
  • Chowdhury, S., Verma, B., Tom, M., & Zhang, M. (2015) "Pixel characteristics based feature extraction approach for roadside object detection". In Proceedings of the International Joint Conference on Neural Networks Vol. 2015-September. doi:10.1109/IJCNN.2015.7280599
  • Rada-Vilela, J., Johnston, M., & Zhang, M. (2015) "Population statistics for particle swarm optimization: Single-evaluation methods in noisy optimization problems". Soft Computing, 19(9), 2691-2716. doi:10.1007/s00500-014-1438-y
  • Yu, Y., Ma, H., & Zhang, M. (2015) "F-MOGP: A novel many-objective evolutionary approach to QoS-aware data intensive web service composition". In 2015 IEEE Congress on Evolutionary Computation, CEC 2015 - Proceedings (pp. 2843-2850). doi:10.1109/CEC.2015.7257242
  • Tran, C. T., Andreae, P., & Zhang, M. (2015) "Impact of imputation of missing values on Genetic programming based multiple feature construction for classification". In 2015 IEEE Congress on Evolutionary Computation, CEC 2015 - Proceedings (pp. 2398-2405). doi:10.1109/CEC.2015.7257182
  • Nguyen, S., Zhang, M., & Tan, K. C. (2015) "Enhancing genetic programming based hyper-heuristics for dynamic multi-objective job shop scheduling problems". In 2015 IEEE Congress on Evolutionary Computation, CEC 2015 - Proceedings (pp. 2781-2788). doi:10.1109/CEC.2015.7257234
  • Koleejan, C., Xue, B., & Zhang, M. (2015) "Code coverage optimisation in genetic algorithms and particle swarm optimisation for automatic software test data generation". In 2015 IEEE Congress on Evolutionary Computation, CEC 2015 - Proceedings (pp. 1204-1211). doi:10.1109/CEC.2015.7257026
  • Hancer, E., Xue, B., Zhang, M., Karaboga, D., & Akay, B. (2015) "A multi-objective artificial bee colony approach to feature selection using fuzzy mutual information". In 2015 IEEE Congress on Evolutionary Computation, CEC 2015 - Proceedings (pp. 2420-2427). doi:10.1109/CEC.2015.7257185
  • Da Silva, A. S., Ma, H., & Zhang, M. (2015) "A GP approach to QoS-aware Web service composition including conditional constraints". In 2015 IEEE Congress on Evolutionary Computation, CEC 2015 - Proceedings (pp. 2113-2120). doi:10.1109/CEC.2015.7257145
  • Chen, Q., Xue, B., & Zhang, M. (2015) "Generalisation and domain adaptation in GP with gradient descent for symbolic regression". In 2015 IEEE Congress on Evolutionary Computation, CEC 2015 - Proceedings (pp. 1137-1144). doi:10.1109/CEC.2015.7257017
  • Butler-Yeoman, T., Xue, B., & Zhang, M. (2015) "Particle swarm optimisation for feature selection: A hybrid filter-wrapper approach". In 2015 IEEE Congress on Evolutionary Computation, CEC 2015 - Proceedings (pp. 2428-2435). doi:10.1109/CEC.2015.7257186
  • Ghifary, M., Kleijn, W. B., Zhang, M., & Balduzzi, D. (2015) "Domain Generalization for Object Recognition with Multi-task Autoencoders". __. doi:10.48550/arxiv.1508.07680
  • Hancer, E., Xue, B., Karaboga, D., & Zhang, M. (2015) "A binary ABC algorithm based on advanced similarity scheme for feature selection". Applied Soft Computing Journal, 36, 334-348. doi:10.1016/j.asoc.2015.07.023
  • Fu, W., Johnston, M., & Zhang, M. (2015) "Distribution-based invariant feature construction using genetic programming for edge detection". Soft Computing, 19(8), 2371-2389. doi:10.1007/s00500-014-1432-4
  • Wang, D. X., Gao, X., & Andreae, P. (2015) "DIKEA: Exploiting Wikipedia for keyphrase extraction". Web Intelligence, 13(3), 153-165. doi:10.3233/WEB-150318
  • Fu, W., Zhang, M., & Johnston, M. (2015) "Genetic programming for extracting edge features using two blocks". In Conferences in Research and Practice in Information Technology Series Vol. 168 (pp. 141-150).
  • Butler-Yeoman, T., Xue, B., & Zhang, M. (2015) "Particle swarm optimisation for feature selection: A size-controlled approach". In Conferences in Research and Practice in Information Technology Series Vol. 168 (pp. 151-159).
  • Zhang, M., & Cagnoni, S. (2015) "Evolutionary image analysis, signal processing and pattern recognition". In GECCO 2015 - Companion Publication of the 2015 Genetic and Evolutionary Computation Conference (pp. 473-502). doi:10.1145/2739482.2756566
  • Tran, C. T., Zhang, M., & Andreae, P. (2015) "Multiple imputation for missing data using genetic programming". In GECCO 2015 - Proceedings of the 2015 Genetic and Evolutionary Computation Conference (pp. 583-590). Online. doi:10.1145/2739480.2754665
  • Park, J., Nguyen, S., Zhang, M., & Johnston, M. (2015) "A single population genetic programming based ensemble learning approach to job shop scheduling". In GECCO 2015 - Companion Publication of the 2015 Genetic and Evolutionary Computation Conference (pp. 1451-1452). doi:10.1145/2739482.2764651
  • Nguyen, S., Zhang, M., & Tan, K. C. (2015) "A dispatching rule based genetic algorithm for order acceptance and scheduling". In GECCO 2015 - Proceedings of the 2015 Genetic and Evolutionary Computation Conference (pp. 433-440). doi:10.1145/2739480.2754821
  • Iqbal, M., Browne, W. N., & Zhang, M. (2015) "Improving genetic search in XCS-based classifier systems through understanding the evolvability of classifier rules". Soft Computing, 19(7), 1863-1880. doi:10.1007/s00500-014-1369-7
  • Xue, B., Zhang, M., & Browne, W. N. (2015) "A comprehensive comparison on evolutionary feature selection approaches to classification". International Journal of Computational Intelligence and Applications, 14(2), 23 pages. doi:10.1142/S146902681550008X
  • Rada-Vilela, J., Johnston, M., & Zhang, M. (2015) "Population statistics for particle swarm optimization: Hybrid methods in noisy optimization problems". Swarm and Evolutionary Computation, 22, 15-29. doi:10.1016/j.swevo.2015.01.003
  • Gomes, H. M., Barddal, J. P., & Enembreck, F. (2015) "Pairwise combination of classifiers for ensemble learning on data streams". In Proceedings of the ACM Symposium on Applied Computing Vol. 13-17-April-2015 (pp. 941-946). doi:10.1145/2695664.2695754
  • Barddal, J. P., Gomes, H. M., & Enembreck, F. (2015) "SNCStream: A social network-based data stream clustering algorithm". In Proceedings of the ACM Symposium on Applied Computing Vol. 13-17-April-2015 (pp. 935-940). doi:10.1145/2695664.2695674
  • Ghifary, M., Kleijn, W. B., Zhang, M., & Balduzzi, D. (2015) "Domain generalization for object recognition with multi-task autoencoders". Proceedings of the IEEE International Conference on Computer Vision, 2015 International Conference on Computer Vision, ICCV 2015, 2551-2559. doi:10.1109/ICCV.2015.293
  • Xu, Z., Xue, B., Shi, X., Zhang, Q., Zhai, W., Yao, J., & Wang, Y. (2015) "Sliding Speed and Load Dependence of Tribological Properties of Ti3SiC2/TiAl Composite". Tribology Transactions, 58(1), 87-96. doi:10.1080/10402004.2014.951748
  • Xie, J., Mei, Y., & Song, A. (2015) "Evolving self-adaptive tabu search algorithm for storage location assignment problems". In Proceedings of the Genetic and Evolutionary Computation Conference Companion (GECCO) (pp. 779-780). ACM. doi:10.1145/2739482.2764896
  • Xie, J., Mei, Y., Ernst, A. T., Li, X., & Song, A. (2015) "A restricted neighbourhood tabu search for storage location assignment problem". In Proceedings of the IEEE Congress on Evolutionary Computation (CEC) (pp. 2805-2812). IEEE. doi:10.1109/CEC.2015.7257237
  • Wahid, A., Gao, X., & Andreae, P. (2015) "Multi-objective multi-view clustering ensemble based on evolutionary approach". In 2015 IEEE Congress on Evolutionary Computation, CEC 2015 - Proceedings (pp. 1696-1703). Online. doi:10.1109/CEC.2015.7257091
  • Wahid, A., Gao, X., & Andreae, P. (2015) "A soft subspace clustering method for text data using a probability based feature weighting scheme". In J. Wang, W. Cellary, D. Wang, H. Wang, S. -C. Chen, T. Li, & Y. Zhang (Eds.), Web Information Systems Engineering – WISE 2015 16th International Conference Miami, FL, USA, November 1–3, 2015 Proceedings, Part II Vol. 9419 (pp. 124-138). Miami, Florida, USA. doi:10.1007/978-3-319-26187-4_9
  • Park, J., Nguyen, S., Zhang, M., & Johnston, M. (2015) "Evolving Ensembles of Dispatching Rules Using Genetic Programming for Job Shop Scheduling". In P. Machado, M. I. Heywood, J. McDermott, M. Castelli, P. GarciaSanchez, P. Burelli, . . . K. Sim (Eds.), GENETIC PROGRAMMING (EUROGP 2015) Vol. 9025 (pp. 92-104). Copenhagen, DENMARK: SPRINGER-VERLAG BERLIN. doi:10.1007/978-3-319-16501-1_8
  • Nguyen, H. B., Xue, B., Liu, I., Andreae, P., & Zhang, M. (2015) "Gaussian transformation based representation in particle swarm optimisation for feature selection". In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Vol. 9028 (pp. 541-553). doi:10.1007/978-3-319-16549-3_44
  • Mora, A. M., Squillero, G., Agapitos, A., Burelli, P., Bush, W. S., Cagnoni, S., . . . Zhang, M. (2015) "Applications of evolutionary computation: 18th European Conference, EvoApplications 2015 Copenhagen, Denmark, April 8–10, 2015 proceedings". In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Vol. 9028. doi:10.1007/978-3-319-16549-3
  • Mirghasemi, S., Rayudu, R., & Zhang, M. (2015) "A heuristic solution for noisy image segmentation using Particle Swarm Optimization and Fuzzy clustering". In 2015 7th International Joint Conference on Computational Intelligence (IJCCI 2015) Vol. 1 (pp. 17-27). Lisbon, Portugal.
  • Mei, Y., Li, X., Salim, F., & Yao, X. (2015) "Heuristic evolution with genetic programming for traveling thief problem". In Proceedings of the IEEE Congress on Evolutionary Computation (CEC) (pp. 2753-2760). IEEE. doi:10.1109/CEC.2015.7257230
  • Marshall, R. J., Johnston, M., & Zhang, M. (2015) "Hyper-heuristic operator selection and acceptance criteria". In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Vol. 9026 (pp. 99-113). doi:10.1007/978-3-319-16468-7_9
  • Ma, H., Wang, A., & Zhang, M. (2015) "A Hybrid Approach Using Genetic Programming and Greedy Search for QoS-Aware Web Service Composition". In A. Hameurlain, J. Kung, R. Wagner, H. Decker, L. Lhotska, & S. Link (Eds.), Transactions on Large-Scale Data- and Knowledge-Centered Systems XVIII : Special Issue on Databaseand Expert-Systems Applications Vol. 8980 (pp. 180-205). Berlin Heidelberg: SPRINGER-VERLAG. doi:10.1007/978-3-662-46485-4_7
  • Liang, Y., Zhang, M., & Browne, W. N. (2015) "A supervised figure-ground segmentation method using genetic programming". In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Vol. 9028 (pp. 491-503). doi:10.1007/978-3-319-16549-3_40
  • Lensen, A., Al-Sahaf, H., Zhang, M., & Xue, B. (2015) "A Hybrid Genetic Programming Approach to Feature Detection and Image Classification". In Proceedings of the 30th International Conference on Image and Vision Computing New Zealand (IVCNZ 2015) (pp. 1-6). IEEE. doi:10.1109/IVCNZ.2015.7761564
  • Lensen, A., Al-Sahaf, H., Zhang, M., & Verma, B. (2015) "Genetic Programming for Algae Detection in River Images". In Proceedings of 2015 IEEE Congress on Evolutionary Computation (CEC 2015) (pp. 2468-2475). IEEE. doi:10.1109/CEC.2015.7257191
  • Hunt, R., Johnston, M., & Zhang, M. (2015) "Using local search to evaluate dispatching rules in dynamic job shop scheduling". In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Vol. 9026 (pp. 222-233). doi:10.1007/978-3-319-16468-7_19
  • Hartman, S., Ma, H., & Vechsamutvaree, P. (2015) "Providing ontology-based privacy-aware data access through web services". In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Vol. 9382 (pp. 74-85). doi:10.1007/978-3-319-25747-1_8
  • Gomes, H. M., De Carvalho, D. R., Zubieta, L., Barddal, J. P., & Malucelli, A. (2015) "On the discovery of time distance constrained temporal association rules". In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Vol. 9490 (pp. 510-519). doi:10.1007/978-3-319-26535-3_58
  • Gan, X., Liu, L., Niu, B., Tan, L. J., Zhang, F. F., & Liu, J. (2015) "SRBFOs for solving the heterogeneous fixed fleet vehicle routing problem". In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Vol. 9226 (pp. 725-732). doi:10.1007/978-3-319-22186-1_72
  • Fang, W., Li, X., Zhang, M., & Hu, M. (2015) "Nature-Inspired Algorithms for Real-World Optimization Problems". Journal of Applied Mathematics, 2015. doi:10.1155/2015/359203
  • De Souza, A. J., Borges, A. P., Gomes, H. M., Barddal, J. P., & Enembreck, F. (2015) "Applying ensemble-based online learning techniques on crime forecasting". In ICEIS 2015 - 17th International Conference on Enterprise Information Systems, Proceedings Vol. 1 (pp. 17-24). doi:10.5220/0005335700170024
  • da Silva, A. S., Ma, H., & Zhang, M. (2015) "GraphEvol: A graph evolution technique for web service composition". In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Vol. 9262 (pp. 134-142). doi:10.1007/978-3-319-22852-5_12
  • Cotterell, K., Welch, I., & Chen, A. (2015) "An android security policy enforcement tool". International Journal of Electronics and Telecommunications, 61, 311-320.
  • Chen, G., Douch, C. I. J., & Zhang, M. (2015) "Using learning classifier systems to learn stochastic decision policies". IEEE Transactions on Evolutionary Computation, 19(6), 885-902. doi:10.1109/TEVC.2015.2415464
  • Chen, G., Douch, C., Zhang, M., & Pang, S. (2015) "Reinforcement Learning in Continuous Spaces by Using Learning Fuzzy Classifier Systems". In S. Arik, T. Huang, W. K. Lai, & Q. Liu (Eds.), NEURAL INFORMATION PROCESSING, PT II Vol. 9490 (pp. 320-328). Istanbul, TURKEY: SPRINGER INT PUBLISHING AG. doi:10.1007/978-3-319-26535-3_37
  • Barddal, J. P., Gomes, H. M., & Enembreck, F. (2015) "Analyzing the impact of feature drifts in streaming learning". In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Vol. 9489 (pp. 21-28). doi:10.1007/978-3-319-26532-2_3
  • Barddal, J. P., Gomes, H. M., & Enembreck, F. (2015) "Advances on Concept Drift Detection in Regression Tasks Using Social Networks Theory". International Journal of Natural Computing Research, 5(1), 26-41. doi:10.4018/ijncr.2015010102
  • Barddal, J. P., Gomes, H. M., & Enembreck, F. (2015) "A complex network-based anytime data stream clustering algorithm". In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Vol. 9489 (pp. 615-622). doi:10.1007/978-3-319-26532-2_68
  • Al-Sahaf, H., Zhang, M., Johnston, M., & Verma, B. (2015) "Image Descriptor: A Genetic Programming Approach to Multiclass Texture Classification". In Proceedings of 2015 IEEE Congress on Evolutionary Computation (CEC 2015) (pp. 2460-2467). IEEE. doi:10.1109/CEC.2015.7257190
  • Al-Sahaf, H., Zhang, M., & Johnston, M. (2015) "Evolutionary Image Descriptor: A Dynamic Genetic Programming Representation for Feature Extraction". In Proceedings of the 2015 Genetic and Evolutionary Computation Conference (GECCO 2015) (pp. 975-982). ACM. doi:10.1145/2739480.2754661
  • KAS, K. N., Hijazi, M. H. A., Chen, G., & Sarrafzadeh, A. (2015) "A Review: Software Defined Networks Management". Proceedings of the Asia-Pacific Advanced Network, 39(0), 20. doi:10.7125/apan.39.2