Table of Contents

• Towards True Explainable Artificial Intelligence for Real World ApplicationsHani Hagras. 5-13 [doi]
• Deep Learning for Active Robotic PerceptionNikolaos Passalis, Pavlos Tosidis, Theodoros Manousis, Anastasios Tefas. 15-21 [doi]
• Next Generation of Multi-Objective Evolutionary Optimization and Decision-Making AlgorithmsSanaz Mostaghim. 23
• Assessment and Evaluation of Empirical and Scientific DataNikolaus Hansen. 25
• Real-World Optimization Benchmark from Vehicle Dynamics: Specification of Problems in 2D and Methodology for Transferring (Meta-)Optimized Algorithm ParametersAndré Thomaser, Marc-Eric Vogt, Thomas Bäck, Anna V. Kononova. 31-40 [doi]
• Shaping the Behavior Space with Counterfactual Agents in Multi-Objective Map ElitesAnna Nickelson, Nicholas Zerbel, Gaurav Dixit, Kagan Tumer. 41-52 [doi]
• A One-Vs-One Approach to Improve Tangled Program Graph Performance on Classification TasksThibaut Bellanger, Matthieu Le Berre, Manuel Clergue, Jin-Kao Hao. 53-63 [doi]
• Equidistant Reorder Operator for Cartesian Genetic ProgrammingHenning Cui, Andreas Margraf, Jörg Hähner. 64-74 [doi]
• MOEA/D with Adaptive Mutation Operator Based on Walsh Decomposition: Application to Nuclear Reactor Control OptimizationBaptiste Gasse, Sébastien Vérel, Jean-Michel Do. 75-85 [doi]
• Enhancing ε-Sampling in the AεSεH Evolutionary Multi-Objective Optimization AlgorithmYu Takei, Hernán E. Aguirre, Kiyoshi Tanaka. 86-95 [doi]
• On Switching Selection Methods to Increase Parsimony PressureAllan de Lima, Samuel Carvalho, Douglas Mota Dias, Joseph P. Sullivan, Conor Ryan. 96-107 [doi]
• Assisting Convergence Behaviour Characterisation with Unsupervised ClusteringHelena Stegherr, Michael Heider, Jörg Hähner. 108-118 [doi]
• Challenges of ELA-Guided Function Evolution Using Genetic ProgrammingFu Xing Long, Diederick Vermetten, Anna V. Kononova, Roman Kalkreuth, Kaifeng Yang, Thomas Bäck, Niki van Stein. 119-130 [doi]
• Can HP-protein Folding Be Solved with Genetic Algorithms? Maybe notReitze Jansen, Ruben Horn, Okke Van Eck, Kristian Verduin, Sarah L. Thomson, Daan van den Berg. 131-140 [doi]
• The Partition Problem, and How The Distribution of Input Bits Affects the Solving ProcessNikita Sazhinov, Ruben Horn, Pieter Adriaans, Daan van den Berg. 143-150 [doi]
• Interactive Role Mining Including Expert Knowledge into Evolutionary AlgorithmsSimon Anderer, Nicolas Justen, Bernd Scheuermann, Sanaz Mostaghim. 151-162 [doi]
• A Study on Multi-Objective Optimization of Epistatic Binary Problems Using Q-learningYudai Tagawa, Hernán E. Aguirre, Kiyoshi Tanaka. 163-171 [doi]
• Maximizing Particle Coverage with Fixed-Area RectanglesSeung-Yeol Hong, Yong-Hyuk Kim. 172-178
• A Genetic Algorithm for Marine Spatial Planning with Minimized Conflict Between Planned RegionsSeo-Ah Yu, Choong-Ki Kim, Yong-Hyuk Kim. 179-185 [doi]
• Comparison of Different Surrogate Models for the JADE AlgorithmKonrad Krawczyk, Jaroslaw Arabas. 186-194 [doi]
• Adaptive Case Selection for Symbolic Regression in Grammatical EvolutionKrishn Kumar Gupt, Meghana Kshirsagar 0002, Douglas Mota Dias, Joseph P. Sullivan, Conor Ryan. 195-205 [doi]
• Comparative Analysis of Metaheuristics Techniques for Trade Data HarmonizationHimadri Sikhar Khargharia, Sid Shakya, Dymitr Ruta. 206-213 [doi]
• Optimizing CMA-ES with CMA-ESAndré Thomaser, Marc-Eric Vogt, Thomas Bäck, Anna V. Kononova. 214-221 [doi]
• A Comparison of the State-of-the-Art Evolutionary Algorithms with Different Stopping ConditionsJana Herzog, Janez Brest, Borko Boskovic. 222-229 [doi]
• A Hybrid Bayesian-Genetic Algorithm Based Hyperparameter Optimization of a LSTM Network for Demand Forecasting of Retail ProductsPravin Suryawanshi, Sandesh Gaikwad, Akansha Kumar, Akhil Patlolla, Sai K. Jayakumar. 230-237 [doi]
• Comparative Evaluation of Metaheuristic Algorithms for Hyperparameter Selection in Short-Term Weather ForecastingAnuvab Sen, Arul Rhik Mazumder, Dibyarup Dutta, Udayon Sen, Pathikrit Syam, Sandipan Dhar. 238-245 [doi]
• Too Constrained for Genetic Algorithms too Hard for Evolutionary Computing the Traveling Tournament ProblemKristian Verduin, Sarah L. Thomson, Daan van den Berg. 246-257 [doi]
• A Game Theoretic Approach Based on Differential Evolution to Ensemble Learning for ClassificationRodica Ioana Lung. 258-264 [doi]
• Hybrid Training to Generate Robust Behaviour for Swarm Robotics TasksPedro Romano, Luís Nunes, Sancho Oliveira. 265-277 [doi]
• Meta-Heuristic Optimization of Transistor Sizing in CMOS Digital DesignsPrashanth H. C., Madhav Rao. 278-287 [doi]
• A Survey and Analysis of Evolutionary Operators for PermutationsVincent A. Cicirello. 288-299 [doi]
• Filter Evolution Using Cartesian Genetic Programming for Time Series Anomaly DetectionAndreas Margraf, Henning Cui, Stefan Baumann, Jörg Hähner. 300-307 [doi]
• Towards Understanding Crossover for Cartesian Genetic ProgrammingHenning Cui, Andreas Margraf, Michael Heider, Jörg Hähner. 308-314 [doi]
• Differential Evolution Algorithm Based Hyper-Parameters Selection of Convolutional Neural Network for Speech Command RecognitionSandipan Dhar, Anuvab Sen, Aritra Bandyopadhyay, Nanda Dulal Jana, Arjun Ghosh, Zahra Sarayloo. 315-322 [doi]
• Approximations of New MV-Valued Types of Fuzzy SetsJirí Mockor. 327-337 [doi]
• Measuring and Ranking Bipolarity via OrthopairsZoltán Erno Csajbók. 338-347 [doi]
• On the Categories of Coalgebras, Dialgebras and Powerset Theory over L-Fuzzy Approximation SpacesSutapa Mahato, S. P. Tiwari. 348-358 [doi]
• Fuzzy Least Squares and Fuzzy Orthogonal Least Squares Linear RegressionsJulien Rosset, Laurent Donzé. 359-368 [doi]
• Semi-Supervised Fuzzy C-Means for RegressionGabriella Casalino, Giovanna Castellano, Corrado Mencar. 369-375 [doi]
• Experimental Assessment of Heterogeneous Fuzzy Regression TreesJosé Luis Corcuera Bárcena, Pietro Ducange, Riccardo Gallo, Francesco Marcelloni, Alessandro Renda, Fabrizio Ruffini. 376-384 [doi]
• A New Approach to Addressing Uncertainty in Information Technology with Fuzzy Multi-Criteria Decision AnalysisElissa Nadia Madi, Azwa Abdul Aziz, Binyamin Yusof. 387-394 [doi]
• A Novel Fuzzy Geometric Naive Bayes Network for Online Skills Assessment in Training Based on Virtual RealityJodavid de A. Ferreira, Arthur R. R. Lopes, Liliane S. Machado, Ronei M. Moraes. 395-401 [doi]
• MA-VAE: Multi-Head Attention-Based Variational Autoencoder Approach for Anomaly Detection in Multivariate Time-Series Applied to Automotive Endurance Powertrain TestingLucas Correia, Jan-Christoph Goos, Philipp Klein, Thomas Bäck, Anna V. Kononova. 407-418 [doi]
• Exploring Segnet Architectures for iGPU Embedded DevicesJean-Baptiste Chaudron, Alfonso Mascareñas González. 419-430 [doi]
• Neural Network-Based Approach for Supervised Nonlinear Feature SelectionMamadou Kanouté, Edith Grall-Maës, Pierre Beauseroy. 431-439 [doi]
• Unsupervised Representation Learning by Quasiconformal ExtensionHirokazu Shimauchi. 440-449 [doi]
• Molecule Builder: Environment for Testing Reinforcement Learning AgentsPetr Hyner, Jan Hula, Mikolás Janota. 450-458 [doi]
• A Comparison Between Seasonal and Non-Seasonal Forecasting Techniques for Energy Demand Time Series in Smart GridsSabereh Taghdisi Rastkar, Danial Zendehdel, Enrico De Santis, Antonello Rizzi. 459-467 [doi]
• Application of the Flocking Method for Spatial Analysis of Brain Activity in Optogenetics DatasetsMargarita Zaleshina, Alexander Zaleshin. 471-478 [doi]
• CoreSelect: A New Approach to Select Landmarks for Dissimilarity Space EmbeddingSylvain Chabanet, Philippe Thomas 0001, Hind Bril El Haouzi. 479-486 [doi]
• MASD: Malicious Web Session Detection Using ML-Based ClassifierDilek Yilmazer Demirel, Mehmet Tahir Sandikkaya. 487-495 [doi]
• Robust Drone Detection and Classification from Radio Frequency Signals Using Convolutional Neural NetworksStefan Glüge, Matthias Nyfeler, Nicola Ramagnano, Claus Horn, Christof Schüpbach. 496-504 [doi]
• Using Abstraction Graphs to Promote Exploration in Curiosity-Inspired Intrinsic MotivationMahtab Mohtasham Khani, Kathryn Kasmarik, Shadi Abpeikar, Michael Barlow. 505-513 [doi]
• Feature Extraction Methods for Neural Networks in the Classification of Structural Health AnomaliesNatasha Hamilton, Jim Harkin, Liam McDaid, Junxiu Liu, Eoghan Furey. 514-523 [doi]
• Testing Variants of LSTM Networks for a Production Forecasting ProblemNouf Alkaabi, Sid Shakya, Rabeb Mizouni. 524-531 [doi]
• Development of Kendo Motion Prediction System for VR Kendo Training SystemYuki Saigo, Sho Yokota, Akihiro Matsumoto, Daisuke Chugo, Satoshi Muramatsu, Hiroshi Hashimoto. 532-539 [doi]
• Multiple Additive Neural Networks: A Novel Approach to Continuous Learning in Regression and ClassificationJanis Mohr, Basile Tousside, Marco Schmidt, Jörg Frochte. 540-547 [doi]
• Automatic Emoticons Insertion System Based on Acoustic Information of User Voice: 1st Report on Data Model for Emotion Estimation Using Machine LearningRyo Senuma, Sho Yokota, Akihiro Matsumoto, Daisuke Chugo, Satoshi Muramatsu, Hiroshi Hashimoto. 548-554 [doi]
• The Opaque Nature of Intelligence and the Pursuit of Explainable AISarah L. Thomson, Niki van Stein, Daan van den Berg, Cees van Leeuwen. 555-564 [doi]