Table of Contents

• Compromise as a Way to Promote Convention Emergence and to Reduce Social Unfairness in Multi-Agent SystemsShuyue Hu, Ho-Fung Leung. 3-15 [doi]
• Hierarchical Population-Based Learning for Optimal Large-Scale Coalition Structure Generation in Smart GridsSean Hsin-Shyuan Lee, Jeremiah D. Deng, Martin K. Purvis, Maryam Purvis. 16-28 [doi]
• Empowerment-Driven Single Agent Exploration for Locating Multiple Wireless TransmittersDaniel Barry, Andreas Willig, Graeme Woodward. 29-37 [doi]
• A Logic for Reasoning About Game DescriptionsDongmo Zhang. 38-50 [doi]
• General Language Evolution in General Game PlayingArmin Chitizadeh, Michael Thielscher. 51-64 [doi]
• Intra-task Curriculum Learning for Faster Reinforcement Learning in Video GamesNathaniel du Preez-Wilkinson, Marcus Gallagher, Xuelei Hu. 65-70 [doi]
• An Approach for Task Execution in Dynamic Multirobot EnvironmentAmar Nath, A. R. Arun, Rajdeep Niyogi. 71-76 [doi]
• Monocular ORB-SLAM on a Humanoid Robot for Localization PurposesDaniel Ginn, Alexandre Mendes, Stephan K. Chalup, Jake Fountain. 77-82 [doi]
• Impact of Compression Ratio and Reconstruction Methods on ECG Classification for E-Health Gadgets: A Preliminary StudySophie Zareei, Jeremiah D. Deng. 85-97 [doi]
• Intelligent Fault Detection of High-Speed Railway Turnout Based on Hybrid Deep LearningZhi Zhuang, Guohua Zhang, Wei Dong, Xinya Sun, Chuanjiang Wang. 98-103 [doi]
• Uncovering Discriminative Knowledge-Guided Medical Concepts for Classifying Coronary Artery Disease NotesMahdi Abdollahi, Xiaoying Gao, Yi Mei, Shameek Ghosh, Jinyan Li. 104-110 [doi]
• A Multi-tree Genetic Programming Representation for Melanoma Detection Using Local and Global FeaturesQurrat ul Ain, Harith Al-Sahaf, Bing Xue, Mengjie Zhang. 111-123 [doi]
• Impacts of Climate Change and Socioeconomic Development on Electric Load in CaliforniaJie Shi, Nanpeng Yu. 124-132 [doi]
• Implementing Propositional Networks on FPGACezary Siwek, Jakub Kowalski, Chiara F. Sironi, Mark H. M. Winands. 133-145 [doi]
• A Genetic Programming Hyper-heuristic Approach for Online Resource Allocation in Container-Based CloudsBoxiong Tan, Hui Ma, Yi Mei. 146-152 [doi]
• A Computational Framework for Autonomous Self-repair SystemsTran Nguyen Minh-Thai, Jagannath Aryal, Sandhya Samarasinghe, Michael Levin. 153-159 [doi]
• Investigation of Unsupervised Models for Biodiversity AssessmentK. V. S. N. Rama Rao, Saurabh Garg, James Montgomery. 160-171 [doi]
• Field-Regularised Factorization Machines for Mining the Maintenance Logs of EquipmentZhibin Li, Jian Zhang, Qiang Wu, Christina Kirsch. 172-183 [doi]
• Real-Time Collusive Shill Bidding Detection in Online AuctionsNazia Majadi, Jarrod Trevathan, Neil Bergmann. 184-192 [doi]
• OHC: Uncovering Overlapping Heterogeneous CommunitiesRanran Bian, Yun Sing Koh, Gillian Dobbie, Anna Divoli. 193-205 [doi]
• A Genetic Programming Approach for Constructing Foreground and Background Saliency Features for Salient Object DetectionShima Afzali, Harith Al-Sahaf, Bing Xue, Christopher Hollitt, Mengjie Zhang. 209-215 [doi]
• Distinction Between Ships and Icebergs in SAR Images Using Ensemble Loss Trained Convolutional Neural NetworksXiaocai Zhang, Yuansheng Liu, Yi Zheng, Zhixun Zhao, Jinyan Li, Yang Liu. 216-223 [doi]
• Shark Detection from Aerial Imagery Using Region-Based CNN, a StudyNabin Sharma, Paul Scully-Power, Michael Blumenstein. 224-236 [doi]
• A Hybrid Differential Evolution Approach to Designing Deep Convolutional Neural Networks for Image ClassificationBin Wang, Yanan Sun, Bing Xue, Mengjie Zhang. 237-250 [doi]
• A Gaussian Filter-Based Feature Learning Approach Using Genetic Programming to Image ClassificationYing Bi, Bing Xue, Mengjie Zhang. 251-257 [doi]
• Image Up-Sampling for Super Resolution with Generative Adversarial NetworkShohei Tsunekawa, Katsufumi Inoue, Michifumi Yoshioka. 258-270 [doi]
• A Model for Learning Representations of 3D Objects Through Tactile Exploration: Effects of Object Asymmetries and LandmarksXiaogang Yan, Alistair Knott, Steven Mills. 271-283 [doi]
• Cyclist Trajectory Prediction Using Bidirectional Recurrent Neural NetworksKhaled Saleh, Mohammed Hossny, Saeid Nahavandi. 284-295 [doi]
• Diversified Late Acceptance SearchMajid Namazi, Conrad Sanderson, M. A. Hakim Newton, Md Masbaul Alam Polash, Abdul Sattar 0001. 299-311 [doi]
• Hyper-heuristic Based Local Search for Combinatorial Optimisation ProblemsAyad Turky, Nasser R. Sabar, Simon Dunstall, Andy Song. 312-317 [doi]
• Distributed Model Predictive Control of Linear Systems with Coupled Constraints Based on Collective Neurodynamic OptimizationZheng Yan, Jie Lu 0001, Guangquan Zhang. 318-328 [doi]
• Constraint-Guided Local Search for Single Mixed-Operation RunwayVahid Riahi, M. A. Hakim Newton, Abdul Sattar 0001. 329-341 [doi]
• A Hybrid GP-KNN Imputation for Symbolic Regression with Missing ValuesBaligh Al-Helali, Qi Chen 0002, Bing Xue, Mengjie Zhang. 345-357 [doi]
• Adaptive Reference Point Generation for Many-Objective Optimization Using NSGA-IIIAtiya Masood, Gang Chen 0002, Yi Mei, Mengjie Zhang. 358-370 [doi]
• Improving Representation in Benchmarking of Binary PSO AlgorithmsShinichi Yamada, Kourosh Neshatian. 371-383 [doi]
• Investigation of a Simple Distance Based Ranking Metric for Decomposition-Based Multi/Many-Objective Evolutionary AlgorithmsHemant Kumar Singh, Kalyan Shankar Bhattacharjee, Tapabrata Ray, Sanaz Mostaghim. 384-396 [doi]
• Hierarchical Learning Classifier Systems for Polymorphism in Heterogeneous NichesYi Liu, Will N. Browne, Bing Xue 0001. 397-409 [doi]
• A Cooperative Coevolutionary Algorithm for Real-Time Underground Mine SchedulingWesley Cox, Tim French 0002, Mark Reynolds, Lyndon While. 410-418 [doi]
• Particle Swarm Optimization for Feature Selection with Adaptive Mechanism and New Updating StrategyKe Chen, Fengyu Zhou, Bine Xue. 419-431 [doi]
• An Improved Genetic Programming Hyper-Heuristic for the Uncertain Capacitated Arc Routing ProblemJordan MacLachlan, Yi Mei, Jürgen Branke, Mengjie Zhang. 432-444 [doi]
• Uncovering Performance Envelopes Through Optimum Design of TestsTapabrata Ray, Ahsanul Habib, Hemant Kumar Singh, Michael Ryan. 445-457 [doi]
• Towards Fully Automated Semantic Web Service Composition Based on Estimation of Distribution AlgorithmChen Wang 0013, Hui Ma 0001, Gang Chen 0002, Sven Hartmann. 458-471 [doi]
• Genetic Programming with Multi-tree Representation for Dynamic Flexible Job Shop SchedulingFangfang Zhang, Yi Mei, Mengjie Zhang. 472-484 [doi]
• Adaptive Inference on Probabilistic Relational ModelsTanya Braun, Ralf Möller 0001. 487-500 [doi]
• Reinterpretation with Systems of SpheresÖzgür Lütfü Özçep. 501-506 [doi]
• Sparse Approximation for Gaussian Process with Derivative ObservationsAng Yang, Cheng Li 0003, Santu Rana, Sunil Gupta, Svetha Venkatesh. 507-518 [doi]
• Counterfactual Inference with Hidden Confounders Using Implicit Generative ModelsFujin Zhu, Adi Lin, Guangquan Zhang 0001, Jie Lu 0001. 519-530 [doi]
• On the Use of Matrix Based Representation to Deal with Automatic Composer RecognitionIzaro Goienetxea, Iñigo Mendialdua, Basilio Sierra. 531-536 [doi]
• Flood-Fill Q-Learning Updates for Learning Redundant Policies in Order to Interact with a Computer Screen by ClickingNathaniel du Preez-Wilkinson, Marcus Gallagher, Xuelei Hu. 537-542 [doi]
• Answering Multiple Conjunctive Queries with the Lifted Dynamic Junction Tree AlgorithmMarcel Gehrke, Tanya Braun, Ralf Möller 0001. 543-555 [doi]
• Preventing Unnecessary Groundings in the Lifted Dynamic Junction Tree AlgorithmMarcel Gehrke, Tanya Braun, Ralf Möller 0001. 556-562 [doi]
• Feature Standardisation in Symbolic RegressionCaitlin A. Owen, Grant Dick, Peter A. Whigham. 565-576 [doi]
• Genetic Programming with Interval Functions and Ensemble Learning for Classification with Incomplete DataCao Truong Tran, Mengjie Zhang, Bing Xue, Peter Andreae. 577-589 [doi]
• Stochastic Conjugate Gradient Descent Twin Support Vector Machine for Large Scale Pattern ClassificationSweta Sharma, Reshma Rastogi. 590-602 [doi]
• A Novel Synthetic Over-Sampling Technique for Imbalanced Classification of Gene Expressions Using Autoencoders and Swarm OptimizationMaisa Daoud, Michael Mayo. 603-615 [doi]
• Co-evolution of Novel Tree-Like ANNs and Activation Functions: An Observational StudyDamien O'Neill, Bing Xue, Mengjie Zhang. 616-629 [doi]
• Lift-Per-Drift: An Evaluation Metric for Classification Frameworks with Concept Drift DetectionRobert Anderson 0001, Yun Sing Koh, Gillian Dobbie. 630-642 [doi]
• Genetic Programming Based on Granular Computing for Classification with High-Dimensional DataWenBin Pei, Bing Xue, Lin Shang, Mengjie Zhang. 643-655 [doi]
• Random-Sets for Dealing with Uncertainties in Relevance FeatureAbdullah Semran Alharbi, Md. Abul Bashar, Yuefeng Li. 656-668 [doi]
• Multiple-Task Learning and Knowledge Transfer Using Generative Adversarial Capsule NetsAncheng Lin, Jun Li, Lujuan Zhang, Zhenyuan Ma, Weiqi Luo. 669-680 [doi]
• Link Prediction via Factorization MachinesLile Li, Wei Liu. 681-691 [doi]
• Discovering Granger-Causal Features from Deep Learning NetworksAneesh Sreevallabh Chivukula, Jun Li, Wei Liu. 692-705 [doi]
• A New Family of Generative Adversarial Nets Using Heterogeneous Noise to Model Complex DistributionsAncheng Lin, Jun Li, Lujuan Zhang, Lei Shi, Zhenyuan Ma. 706-717 [doi]
• Twin Bounded Large Margin Distribution MachineHaitao Xu, Brendan McCane, Lech Szymanski. 718-729 [doi]
• Concept Drift Detector Selection for Hoeffding Adaptive TreesMoana Stirling, Yun Sing Koh, Philippe Fournier-Viger, Sri Devi Ravana. 730-736 [doi]
• Evolutionary Multitask Optimisation for Dynamic Job Shop Scheduling Using Niched Genetic ProgrammingJohn Park, Yi Mei, Su Nguyen, Gang Chen 0002, Mengjie Zhang. 739-751 [doi]
• Autonomous Vehicle Constrained Path Planning Using Opal for Dynamic NetworksKin-Ping Hui, Damien Phillips, Asanka Kekirigoda, Alan Allwright. 752-758 [doi]
• A Dynamic Planner for Object Assembly Tasks Based on Learning the Spatial Relationships of Its Parts from a Single DemonstrationAhmed Abbas, Frédéric Maire, Sareh Shirazi, Feras Dayoub, Markus Eich. 759-765 [doi]
• Surrogate-Assisted Genetic Programming for Dynamic Flexible Job Shop SchedulingFangfang Zhang, Yi Mei, Mengjie Zhang. 766-772 [doi]
• Virtual Roundabout Protocol for Autonomous VehiclesJianglin Qiao, Dongmo Zhang, Dave De Jonge. 773-782 [doi]
• Multi-objective Container Consolidation in Cloud Data CentersTao Shi, Hui Ma, Gang Chen. 783-795 [doi]
• Enhancing Decision Boundary Setting for Binary Text ClassificationAisha Rashed Albqmi, Yuefeng Li, Yue Xu. 799-811 [doi]
• Stability of Word Embeddings Using Word2VecMansi Chugh, Peter A. Whigham, Grant Dick. 812-818 [doi]
• Using Word Embeddings with Linear Models for Short Text ClassificationAlfred Krzywicki, Bradford Heap, Michael Bain, Wayne Wobcke, Susanne Schmeidl. 819-827 [doi]
• Towards Compiling Textbooks from WikipediaDitty Mathew, Sutanu Chakraborti. 828-842 [doi]
• Measuring Language Complexity Using Word EmbeddingsPeter A. Whigham, Mansi Chugh, Grant Dick. 843-854 [doi]