Table of Contents

• Global Adaptive Input Normalization for Short-Term Electric Load ForecastingNikolaos Passalis, Anastasios Tefas. 1-8 [doi]
• A rapidly updating stratified mix-adjusted median property price index modelRobert Miller, Phil Maguire. 9-15 [doi]
• Towards Responsible AI for Financial TransactionsCharl Maree, Jan Erik Modal, Christian W. Omlin. 16-21 [doi]
• Revisiting Determinants of Investor Sentiment in the FX Option Market by Machine Learning ApproachesKazuaki Washimi. 22-27 [doi]
• Regularized Probabilistic Forecasting of Electricity Wholesale Price and DemandBehrouz Banitalebi, Md. Erfanul Hoque, Srimantoorao Semischetty Appadoo, Aerambamoorthy Thavaneswaran. 28-35 [doi]
• Covariance in Ordered Weighted Logarithm Aggregation OperatorsMiriam Edith Pérez-Romero, Victor Gerardo Alfaro-Garcia, José M. Merigó, Martha Flores-Sosa. 36-41 [doi]
• DeepHealth: Deep Representation Learning with Autoencoders for Healthcare PredictionWen Xu, Jing He 0004, Yanfeng Shu. 42-49 [doi]
• Hospital Readmission Prediction using Discriminative patternsSea Jung Im, Yue Xu 0001, Jason Watson, Ann Bonner, Helen Healy, Wendy Hoy. 50-57 [doi]
• Application of Deep Learning in Automated Meal RecognitionJiaxiang Mao, Dat Tran, Wanli Ma, Nenad Naumovski, Jane Kellett, Elisa Martínez Marroquín, Andrew Slattery. 58-63 [doi]
• Biogeographical Ancestry Inference from Genotype: A Comparison of Ancestral Informative SNPs and Genome-wide SNPsYue Qu, Dat Tran, Elisa Martínez Marroquín. 64-70 [doi]
• Two-stage Unsupervised Approach for Combating Social SpammersDarshika N. Koggalahewa, Yue Xu 0001, Ernest Foo. 71-78 [doi]
• A Study on the Impact of Alcoholism on EEG-based Cryptographic Key Generation SystemsDang Nguyen, Dat Tran, Dharmendra Sharma 0001. 79-85 [doi]
• Perspectives of Final Year Students on Modeling and Analysis of Complex Systems and Their PropertiesClaudia Szabo. 86-93 [doi]
• Beneficial Catastrophes: Leveraging Abiotic Constraints through Environment-Driven Evolutionary SelectionKevin Godin-Dubois, Sylvain Cussat-Blanc, Yves Duthen. 94-101 [doi]
• Quantifying Sustainability in a System of Coupled Tipping ElementsJan T. Kim, Daniel Polani. 102-108 [doi]
• Teams Frightened of Failure Fail More: Modelling Reward Sensitivity in TeamworkSiyuan Guo, Soo Ling Lim, Peter J. Bentley. 109-116 [doi]
• On the Use of Predation to Shape Evolutionary ComputationFelipe S. P. Andrade, Claus Aranha, Ricardo da Silva Torres. 117-124 [doi]
• A Simple 3D-Only Evolutionary Bipedal System with Albatross Morphology for Increased PerformanceBen Jackson, Alastair Channon. 125-132 [doi]
• Interactively Learning the Preferences of a Decision Maker in Multi-objective Optimization Utilizing Belief-rulesGiovanni Misitano. 133-140 [doi]
• Exploiting the Trade-off between Convergence and Diversity IndicatorsJesús Guillermo Falcón-Cardona, Hisao Ishibuchi, Carlos A. Coello Coello. 141-148 [doi]
• Semantic-based Distance Approaches in Multi-objective Genetic ProgrammingEdgar Galván, Fergal Stapleton. 149-156 [doi]
• Transformation-based Hypervolume Indicator: A Framework for Designing Hypervolume VariantsKe Shang, Hisao Ishibuchi, Yang Nan, Weiyu Chen. 157-164 [doi]
• Edge-Rotated Cone Orders in Multi-objective Evolutionary Algorithms for Improved Convergence and Preference ArticulationYali Wang, André H. Deutz, Thomas Bäck, Michael Emmerich. 165-172 [doi]
• Finding Influential Variables in Multi-Objective optimization ProblemsHenrik Smedberg, Sunith Bandaru. 173-180 [doi]
• Multi-Objective Task Allocation for Wireless Sensor NetworksDominik Weikert, Christoph Steup, Sanaz Mostaghim. 181-188 [doi]
• Towards a semantic model for IoT-based seismic event detection and classificationDiego Rincon-Yanez, Enza De Lauro, Mariarosaria Falanga, Sabrina Senatore, Simona Petrosino. 189-196 [doi]
• Classification of Indoor Environments Based on Mixed Graph Similarity using UWB SignalsGuohun Zhu, Fangyan Dong, Nini Pang. 197-201 [doi]
• Machine Learning Inspired Phishing Detection (PD) for Efficient Classification and Secure Storage Distribution (SSD) for Cloud-IoT ApplicationChandrasegar Thirumalai, Mahammad Shareef Mekala, Viswanathan Perumal, Rizwan Patan, Amir H. Gandomi. 202-210 [doi]
• An Interpretable Deep Learning Framework for Health Monitoring Systems: A Case Study of Eye State Detection using EEG SignalsAmirhessam Tahmassebi, Jennifer Martin, Anke Meyer-Baese, Amir H. Gandomi. 211-218 [doi]
• Energy-Efficient Cluster-based Routing Protocol in Internet of Things Using Swarm IntelligenceSankar Sennan, Somula Ramasubbareddy, Fang Chen, Amir H. Gandomi. 219-224 [doi]
• HIGhER: Improving instruction following with Hindsight Generation for Experience ReplayGeoffrey Cideron, Mathieu Seurin, Florian Strub, Olivier Pietquin. 225-232 [doi]
• Finite-time Adaptive Optimal Output Feedback Control of Linear Systems with Intermittent FeedbackAvimanyu Sahoo, Vignesh Narayanan, Qiming Zhao. 233-240 [doi]
• Revisiting Maximum Entropy Inverse Reinforcement Learning: New Perspectives and AlgorithmsAaron J. Snoswell, Surya P. N. Singh, Nan Ye. 241-249 [doi]
• A3DQN: Adaptive Anderson Acceleration for Deep Q-NetworksMelike Ermis, Insoon Yang. 250-257 [doi]
• Geometric deep reinforcement learning for dynamic DAG schedulingNathan Grinsztajn, Olivier Beaumont, Emmanuel Jeannot, Philippe Preux. 258-265 [doi]
• The True Online Continuous Learning Automation (TOCLA) in a continuous control benchmarking of actor-critic algorithmsGordon Frost, Marta Vallejo. 266-275 [doi]
• Many-to-Many Path Planning for Emergency Material Transportation in Dynamic EnvironmentXiang-Zhi Meng, Hang Zhou, Xiao-Bing Hu. 276-280 [doi]
• A Ripple Spreading Algorithm for Free-Flight Route Optimization in Dynamical AirspaceHang Zhou, Xiao-Bing Hu. 281-288 [doi]
• Using Neural Networks and Diversifying Differential Evolution for Dynamic OptimisationMaryam Hasani-Shoreh, Renato Hermoza Aragonés, Frank Neumann 0001. 289-296 [doi]
• Responsive Multi-population Models for the Dynamic Travelling Thief ProblemDaniel Herring, Michael Kirley, Xin Yao. 297-304 [doi]
• A Competitive Co-evolutionary optimization Method for the Dynamic Vehicle Routing ProblemXiaofen Lu, Ke Tang, Stefan Menzel, Xin Yao 0001. 305-312 [doi]
• Ant Colony optimization with Heuristic Repair for the Dynamic Vehicle Routing ProblemIaê S. Bonilha, Michalis Mavrovouniotis, Felipe Martins Müller, Georgios Ellinas, Marios M. Polycarpou. 313-320 [doi]
• Visualizing Parameter Adaptation in Differential Evolution with Expected Fitness ImprovementVladimir Stanovov, Shakhnaz Akhmedova, Eugene Semenkin. 321-328 [doi]
• A Smart Scheme for Variable Selection in Partial Opposition-based Differential EvolutionBradley Wood, Viraj Patel, Shahryar Rahnamayan. 329-336 [doi]
• Enhancing SHADE and L-SHADE Algorithms Using Ordered MutationSeyed Jalaleddin Mousavirad, Shahryar Rahnamayan. 337-344 [doi]
• Large-scale clustering using decomposition-based evolutionary algorithmsAlexey Vakhnin, Evgenii Sopov. 345-352 [doi]
• Evolutionary Search from the Interior of Feasible SpaceNoha M. Hamza, Ruhul A. Sarker, Daryl Essam. 353-359 [doi]
• Reinforced Online Parameter Adaptation Method for Population-based MetaheuristicsVasileios A. Tatsis, Konstantinos E. Parsopoulos. 360-367 [doi]
• PSO-assisted Lyapunov control design for quantum systemsXiaoke Guan, Sen Kuang, Daoyi Dong. 364-370 [doi]
• Pair Trading with an Ontology of SEC Financial ReportsCan Erten, Neel Chotai, Dimitar Kazakov. 368-375 [doi]
• Data-Driven Neuro ARCH (DDNA) volatility model for Option Pricing on Cloud ResourcesManmohit Singh, Ruppa K. Thulasiram, Aerambamoorthy Thavaneswaran. 376-383 [doi]
• Evolving Neural Networks for Prediction with Negative Correlation Search: Application in Consumer Demand ForecastingYichen Zhu, Yang Chen, Adam Ghandar. 384-391 [doi]
• Methods Matter: A Trading Agent with No Intelligence Routinely Outperforms AI-Based TradersDave Cliff, Michael Rollins. 392-399 [doi]
• An agent-based model for designing a financial market that works wellTakanobu Mizuta. 400-406 [doi]
• Can an AI perform market manipulation at its own discretion? - A genetic algorithm learns in an artificial market simulation -Takanobu Mizuta. 407-412 [doi]
• Towards a human-like movements generator based on environmental featuresAlessandro Zonta, Selmar K. Smit, A. E. Eiben. 413-420 [doi]
• Investigation of a Human's Opinion Affected by Social Influence of a Group Norm in a Human-Robot Group After a Human-Robot ScenarioYotaro Fuse, Masataka Tokumaru. 421-426 [doi]
• A bilingual cognitive robot that learns like a toddlerIoanna Giorgi, Angelo Cangelosi, Giovanni Luca Masala. 427-434 [doi]
• Collaborative learning with taboos for machine learning methods in big data problemsDawid Polap, Marcin Wozniak. 435-441 [doi]
• Actional-Perceptual Causality: Concepts and Inductive Learning for AI and RoboticsSeng-Beng Ho, Mark Edmonds, Song Chun Zhu. 442-448 [doi]
• Achieving Human Expert Level Time Performance for Atari Games - A Causal Learning ApproachSeng-Beng Ho, Xiwen Yang, Therese Quieta. 449-456 [doi]
• BIS: A New Swarm-Based Optimisation AlgorithmFevzi Tugrul Varna, Phil Husbands. 457-464 [doi]
• UAV path planning in the presence of static and dynamic obstaclesSoheila Ghambari, Julien Lepagnot, Laetitia Jourdan, Lhassane Idoumghar. 465-472 [doi]
• HIDMS-PSO: A New Heterogeneous Improved Dynamic Multi-Swarm PSO AlgorithmFevzi Tugrul Varna, Phil Husbands. 473-480 [doi]
• PSO Trajectory Planner Using Kinematic Controllers that Ensure Smooth Differential Robot VelocitiesAldo Aguilar, Miguel Zea, Luis Alberto Rivera. 481-488 [doi]
• Automating the Design of Efficient Distributed Behaviours for a Swarm of UAVsGabriel Duflo, Grégoire Danoy, El-Ghazali Talbi, Pascal Bouvry. 489-496 [doi]
• Impact of Communication Topology on PSO-based Swarms in Vector FieldsPalina Bartashevich, Doreen Koerte, Sanaz Mostaghim. 497-504 [doi]
• Multichannel Symbolic Aggregate Approximation Intelligent Icons: Application for Activity RecognitionLamprini Pappa, Petros S. Karvelis, George K. Georgoulas, Chrysostomos D. Stylios. 505-512 [doi]
• Predictive Modeling of Sports-Related Concussions using Clinical Assessment MetricsSujit Subhash, Tayo Obafemi-Ajayi, Dennis Goodman, Donald C. Wunsch II, Gayla R. Olbricht. 513-520 [doi]
• Towards a Data-Driven Fuzzy-Geospatial Pandemic ModellingAmir Pourabdollah, Ahmad Lotfi. 521-526 [doi]
• Who is physically active? Classification and Analysis of Physical Activity using NHANES dataU. Khyoi Nu, Tahar Touati, Srushti Buddhadev, Ruopeng Sun, Matthew Smuck, Isabel Hyo Jung Song. 527-533 [doi]
• Towards the Development of an Adaptive System for Detecting Anomaly in Human ActivitiesSalisu Wada Yahaya, Ahmad Lotfi, Mufti Mahmud. 534-541 [doi]
• Early Prediction of Hemoglobin Alc: A novel Framework for better Diabetes ManagementMd. Shafiqul Islam, Marwa Qaraqe, Samir B. Belhaouari. 542-547 [doi]
• Towards Decoding of Depersonalisation Disorder Using EEG: A Time Series Analysis Using CDTWAbbas Salami, Javier Andreu-Perez, Helge Gillmeister. 548-553 [doi]
• Lifelike Neuromorphic Learning Networks (LNLN)Aishwarya Asesh. 554-561 [doi]
• An SSVEP Stimuli Design using Real-time Camera View with Object RecognitionShih-Kang Chen, Chin-Sheng Chen, Yu-Kai Wang, Chin-Teng Lin. 562-567 [doi]
• Estimating the cognitive load in physical spatial navigationTien-Thong Nguyen Do, Avinash Kumar Singh, Carlos Alfredo Tirado Cortes, Chin-Teng Lin. 568-575 [doi]
• Improving Speller BCI performance using a cluster-based under-sampling methodSergio A. Cortez, Christian Flores, Javier Andreu-Perez. 576-581 [doi]
• BCINet: An Optimized Convolutional Neural Network for EEG-Based Brain-Computer Interface ApplicationsAvinash Kumar Singh, Xian Tao. 582-587 [doi]
• Asymmetric Dual Possibilistic Regression Model by using Pairing nu Support Vector NetworksPei-Yi Hao. 588-594 [doi]
• A hybrid Prophet-LSTM Model for Prediction of Air Quality IndexLandi Zhoul, Ming Chenl, Qingjian Ni. 595-601 [doi]
• Action Detection Based on 3D Convolution Neural Network with Channel Attention MechanismYan Gao, Huilai Liang, Bao-Di Liu, Yanjiang Wang. 602-606 [doi]
• Inpainting Electrical Logging Images Based on Deep CNN with Attention MechanismsChunyu Du, Qiang Xing, Jinyan Zhang, Jun Wang, Bao-Di Liu, Yanjiang Wang. 607-610 [doi]
• Efficient decomposition of latent representation in generative modelsVsevolod Nikulin, Jun Tani. 611-615 [doi]
• A Novel Genetic Algorithm Approach to Simultaneous Feature Selection and Instance SelectionInti Mateus Resende Albuquerque, Bach Hoai Nguyen, Bing Xue 0001, Mengjie Zhang. 616-623 [doi]
• Multi-objective Evolutionary Top Rank Optimization with Pareto EnsembleKai Wu, Jing Liu. 624-630 [doi]
• Genens: An AutoML System for Ensemble Optimization Based on Developmental Genetic ProgrammingGabriela Suchopárová, Roman Neruda. 631-638 [doi]
• Adversarial Audio Attacks that Evade Temporal DependencyHeng Liu 0004, Gregory Ditzler. 639-646 [doi]
• Zero-error rule induction using a memetic algorithmAjit Narayanan, Koz Ross, Kenneth Johnson. 647-654 [doi]
• Integrating Decision Trees with Metaheuristic Search Optimization Algorithm for a Student's Performance PredictionStuti Shekhar, Kaustubh Kartikey, Arti Arya. 655-661 [doi]
• On Obtaining Classification Confidence, Ranked Predictions and AUC with Tsetlin MachinesKuruge Darshana Abeyrathna, Ole-Christoffer Granmo, Morten Goodwin. 662-669 [doi]
• Taxonomy and Survey of Interpretable Machine Learning MethodSaikat Das, Namita Agarwal, Deepak Venugopal, Frederick T. Sheldon, Sajjan G. Shiva. 670-677 [doi]
• Human Interactive EEG-Based Evolutionary Image AnimationAneta Neumann, Frank Neumann 0001. 678-685 [doi]
• Monte Carlo Tree Search player for Mai- Star and Balance EvaluationEgor klementev, Arina Fedorovskaya, Farhad Hakimov, Hamna Aslam, Joseph Alexander Brown. 686-691 [doi]
• An interval-based aggregation approach based on Bagging and Interval Agreement Approach in ensemble learningMansoureh Maadi, Uwe Aickelin, Hadi Akbarzadeh Khorshidi. 692-699 [doi]
• Detection of driver maneuvers using evolving fuzzy cloud-based systemGoran Andonovski, Oscar Sipele, José Antonio Iglesias, Araceli Sanchis, Edwin Lughofer, Igor Skrjanc. 700-706 [doi]
• Efficient-Frequency: a hybrid visual forensic framework for facial forgery detectionChau Xuan Truong Du, Le Hoang Duong, Thanh Trung Huynh, Minh Tam Pham, Nguyen Quoc Viet Hung, Jun Jo. 707-712 [doi]
• Wind speed prediction using multidimensional convolutional neural networksKevin Trebing, Siamak Mehrkanoon. 713-720 [doi]
• Distributed Evolution Strategies Using TPUs for Meta-LearningAlex Sheng, Jun Yi Derek He. 721-728 [doi]
• Conditional Constrained Graph Variational Autoencoders for Molecule DesignDavide Rigoni, Nicolò Navarin, Alessandro Sperduti. 729-736 [doi]
• Sim-to-Real Transfer in Deep Reinforcement Learning for Robotics: a SurveyWenshuai Zhao, Jorge Peña Queralta, Tomi Westerlund. 737-744 [doi]
• Optimizing Agent Training with Deep Q-Learning on a Self-Driving Reinforcement Learning EnvironmentPedro Rodrigues, Susana Vieira. 745-752 [doi]
• Composition of Saliency Metrics for Pruning with a Myopic OracleKaveena Persand, Andrew Anderson 0001, David Gregg. 753-759 [doi]
• A Comparative Evaluation of Population-based Optimization Algorithms for Workflow Scheduling in Cloud-Fog EnvironmentsDineshan Subramoney, Clement N. Nyirenda. 760-767 [doi]
• A Coevolutionary Variable Neighborhood Search Algorithm for Discrete Multitasking (CoVNS): Application to Community Detection over GraphsEneko Osaba, Esther Villar-Rodriguez, Javier Del Ser. 768-774 [doi]
• Linear Matrix Factorization Embeddings for Single-objective Optimization LandscapesTome Eftimov, Gorjan Popovski, Quentin Renau, Peter Korosec, Carola Doerr. 775-782 [doi]
• Simple generate-evaluate strategy for tight-budget parameter tuning problemsIvars Dzalbs, Tatiana Kalganova. 783-790 [doi]
• A User-Preference Driven Lexicographic Approach for Multi-Objective Distributed Web Service CompositionSoheila Sadeghiram, Hui Ma 0001, Gang Chen 0002. 791-797 [doi]
• A Braess's Paradox Inspired Method for Enhancing the Robustness of Air Traffic NetworksQing Cai, Sameer Alam, Haojie Ang, Vu N. Duong. 798-805 [doi]
• A New Random Forest Method for Longitudinal Data Classification Using a Lexicographic Bi-Objective ApproachCaio Eduardo Ribeiro, Alex Alves Freitas. 806-813 [doi]
• Composing Algorithm Portfolio with Problem Set of Unknown DistributionWenwen Liu, Shiu Yin Yuen, Chi Wan Sung. 814-821 [doi]
• Discovering Action Regions for Solving the Bin Packing Problem through Hyper-heuristicsArturo Silva-Gálvez, Jorge Orozco-Sanchez, Erick Lara-Cárdenas, José Carlos Ortiz-Bayliss, Iván Amaya, Jorge M. Cruz-Duarte, Hugo Terashima-Marín. 822-828 [doi]
• Network Intrusion Detection using Natural Language Processing and Ensemble Machine LearningSaikat Das, Mohammad Ashrafuzzaman, Frederick T. Sheldon, Sajjan G. Shiva. 829-835 [doi]
• Multi-label Classification for Epileptic Seizure Recognition: Deep Neural Network Ensemble versus Choquet Fuzzy Integral FusionSimone A. Ludwig. 836-841 [doi]
• Failure modeling in a gas turbine system: Combining classification with anomaly detection models for two data selection strategiesCatherine Cheung, Davis To, Julio J. Valdés. 842-849 [doi]
• Robust Model Predictive Longitudinal Position Tracking Control for an Autonomous Vehicle Based on Multiple ModelsAndré Kempf, Markus Herrmann-Wicklmayr, Steffen Müller. 850-857 [doi]
• Design of Work Ticket System and Scheduling Algorithm based on BlockchainHongkai Wang, Yiyang Yao, Qitong Hou, Xiaoyi Wang, Lei Zeng, Weiwei Qiu, Dong He, Qiang Wang. 858-863 [doi]
• Industrial Process Fault Detection Using Singular Spectrum Analysis and Kernel Principal Component AnalysisSyamala Krishnannair. 871-875 [doi]
• Design of a Linear Quantum Projection FilterPeng Zhang, Qing Gao, Jinhu Lv, Daoyi Dong. 876-881 [doi]
• Voltage-Violation Mitigation in Power System Networks With Photo-Voltaic PenetrationMubeenah Titilola Sanni, Hemanshu Roy Pota, Huadong Mo, Daoyi Dong. 882-888 [doi]
• Driver Drowsiness Classification Based on Eye Blink and Head Movement Features Using the k-NN AlgorithmMariella Dreissig, Mohamed Hedi Baccour, Tim Schäck, Enkelejda Kasneci. 889-896 [doi]
• Improved Binary Particle Swarm optimization with Evolutionary Population Dynamic for Key Oncogene SelectionWenxin Zhao, Yanan Sun, Bing Xue 0001. 897-904 [doi]
• GP-based Feature Selection and Weighted KNN-based Instance Selection for Symbolic Regression with Incomplete DataBaligh Al-Helali, Qi Chen 0002, Bing Xue 0001, Mengjie Zhang. 905-912 [doi]
• Evolutionary Algorithm Driven Explainable Adversarial Artificial IntelligenceCharlie T. Veal, Marshall Lindsay, Scott D. Kovaleski, Derek T. Anderson, Stanton R. Price. 913-920 [doi]
• A neural network approach to predicting viability of native seeds from their optic RGB imagesCamilo Franco, Mateo Marulanda, Adriana Cruz, Orlando Morales, Luz Stella Fuentes, Viviana Rubiano. 921-927 [doi]
• Boosting Rare Benthic Macroinvertebrates Taxa Identification With One-Class ClassificationFahad Sohrab, Jenni Raitoharju. 928-933 [doi]
• An Effective Measure to Identify Meaningful Concepts in Engineering Design optimizationFelix Lanfermann, Sebastian Schmitt, Stefan Menzel. 934-941 [doi]
• Back To Meshes: Optimal Simulation-ready Mesh Prototypes For Autoencoder-based 3D Car Point CloudsThiago Rios, Jiawen Kong, Bas van Stein, Thomas Bäck, Patricia Wollstadt, Bernhard Sendhoff, Stefan Menzel. 942-949 [doi]
• Multi-stage Multi-fidelity Information Correction for Artificial Neural Network Based Meta-modellingBen Parsonage, Christie Alisa Maddock. 950-957 [doi]
• Scale-Invariance Ideas Explain the Empirical Soil-Water Characteristic CurveEdgar Daniel Rodriguez Velasquez, Vladik Kreinovich. 958-962 [doi]
• What Is the Optimal Annealing Schedule in Quantum AnnealingOscar Galindo, Vladik Kreinovich. 963-967 [doi]
• Weighted Failure Probability Calculation of Overhead Distribution Line in Random Wind FieldZhiwei Zhang, Hui Hou, Min Li, Yufeng Xie, Ling Zhu, Yong Huang. 968-975 [doi]
• Island-based Modified Harmony Search Algorithm with Neighboring Heuristics Methods for Flow Shop Scheduling with BlockingIyad Abu Doush, Mohammed Azmi Al-Betar, Mohammed A. Awadallah 0001, Abdelaziz I. Hammouri, Mohammed El-Abd. 976-982 [doi]
• Comparative Evaluation of Dependability for Voltage and Reactive Power Control by Modified Brain Storm Optimization using Individual and Sub-population based Parallel Multi-PopulationKaichi Matsumoto, Yoshikazu Fukuyama. 983-988 [doi]
• Fake-Face Image Classification using Improved Quantum-Inspired Evolutionary-based Feature Selection MethodHimanshu Mittal, Mukesh Saraswat, Jagdish Chand Bansal, Atulya Nagar. 989-995 [doi]
• Per-Instance Configuration of the Modularized CMA-ES by Means of Classifier Chains and Exploratory Landscape AnalysisRaphael Patrick Prager, Heike Trautmann, Hao Wang 0025, Thomas Bäck, Pascal Kerschke. 996-1003 [doi]
• Genetic Programming MultitaskingAhmed Kattan, Faiyaz Doctor, Yew-Soon Ong, Alexandros Agapitos. 1004-1012 [doi]
• Search Progress Dependent Parent Selection for Avoiding Evaluation Time Bias in Asynchronous Parallel Multi-Objective Evolutionary AlgorithmsTomohiro Harada. 1013-1020 [doi]
• Statistical Tests Ensemble Drift DetectorJosé Luis M. Pérez, S. M. Barros Roberto, G. T. C. Santos Silas. 1021-1028 [doi]
• A Change Detector for Prior Probabilities of ClassesPaulo M. Goncalves, Roberto S. M. Barros, Sylvain Chartier. 1029-1036 [doi]
• EMZD: Equal Means Z-Test Concept Drift DetectorDanilo Rafael de Lima Cabral, Roberto Souto Maior de Barros. 1037-1044 [doi]
• k-means on Positive Definite Matrices, and an Application to Clustering in Radar Image SequencesDaniel Fryer, Hien Nguyen, Pascal Castellazzi. 1045-1050 [doi]
• Clustering of Time Series Regarding Their Over-Time StabilityGerhard Klassen, Martha Tatusch, Stefan Conrad 0001. 1051-1058 [doi]
• Unsupervised Anomaly Detection on Temporal Multiway DataDuc Nguyen, Phuoc Nguyen, Kien Do, Santu Rana, Sunil Gupta 0001, Truyen Tran 0001. 1059-1066 [doi]
• Automated Creation of a High-Performing Algorithmic Trader via Deep Learning on Level-2 Limit Order Book DataAaron Wray, Matthew Meades, Dave Cliff. 1067-1074 [doi]
• Dynamic Portfolio Optimization Using a Hybrid MLP-HAR ApproachCaio Mário Mesquita, Cristiano Arbex Valle, Adriano C. M. Pereira. 1075-1082 [doi]
• Optimizing stock market execution costs using reinforcement learningAbdulrahman A. Ahmed, Ayman Ghoneim, Mohamed Saleh. 1083-1090 [doi]
• Learning low-frequency temporal patterns for quantitative tradingJoel da Costa, Tim Gebbie. 1091-1099 [doi]
• The Efficacy of Financial Ratios for Fraud Detection Using Self Organising MapsWilson T. Mongwe, Katherine Mary Malan. 1100-1106 [doi]
• A Novel Algorithmic Trading Strategy Using Data-Driven Innovation VolatilityYou Liang, Aerambamoorthy Thavaneswaran, Md. Erfanul Hoque. 1107-1114 [doi]
• Effect of PE File Header Features on AccuracyHasan H. Al-Khshali, Muhammad Ilyas, Osman N. Uçan. 1115-1120 [doi]
• Intrusion Detection with Interpretable Rules Generated Using the Tsetlin MachineKuruge Darshana Abeyrathna, Harsha S. Gardiyawasam Pussewalage, Sasanka N. Ranasinghe, Vladimir A. Oleshchuk, Ole-Christoffer Granmo. 1121-1130 [doi]
• Elliptic Envelope Based Detection of Stealthy False Data Injection Attacks in Smart Grid Control SystemsMohammad Ashrafuzzaman, Saikat Das, Ananth A. Jillepalli, Yacine Chakhchoukh, Frederick T. Sheldon. 1131-1137 [doi]
• Fuzzy Hashing Aided Enhanced YARA Rules for Malware TriagingNitin Naik, Paul Jenkins, Nick Savage, Longzhi Yang, Kshirasagar Naik, Jingping Song, Tossapon Boongoen, Natthakan Iam-on. 1138-1145 [doi]
• Evaluating Automatically Generated YARA Rules and Enhancing Their EffectivenessNitin Naik, Paul Jenkins, Roger Cooke, Jonathan Gillett, Yaochu Jin. 1146-1153 [doi]
• AI-Powered Ransomware Detection FrameworkSubash Poudyal, Dipankar Dasgupta. 1154-1161 [doi]
• Improving Effectiveness and Efficiency in Wagner's Modularity-Evolving Artificial Gene Regulatory NetworksZhenyue Qin, Rouyi Jin, Robert Ian (Bob) McKay, Tom Gedeon. 1162-1170 [doi]
• Evolution, Sympatric Speciation, and Risk AversionOluwatobi I. Ajagbe, Dean Frederick Hougen. 1171-1178 [doi]
• Emergence and Stability of Self-Evolved Cooperative Strategies using Stochastic MachinesJin Hong Kuan, Aadesh Salecha. 1179-1186 [doi]
• Growing MIDI Music Files Using Convolutional Cellular AutomataOmar Delarosa, Lisa B. Soros. 1187-1194 [doi]
• The distribution of inhibitory neurons in the C. elegans connectome facilitates self-optimization of coordinated neural activityAlejandro Morales, Tom Froese. 1195-1201 [doi]
• Non-trivial informational closure of a Bayesian hyperparameterMartin Biehl, Ryota Kanai. 1202-1209 [doi]
• Adaptive Data Replication Optimization Based on Reinforcement LearningChee Keong Wee, Richi Nayak. 1210-1217 [doi]
• Understanding the Spatio-temporal Topic Dynamics of Covid-19 using Nonnegative Tensor Factorization: A Case StudyThirunavukarasu Balasubramaniam, Richi Nayak, Md. Abul Bashar. 1218-1225 [doi]
• Balancing Utility and Fairness against Privacy in Medical DataAndrew Chester, Yun Sing Koh, Jörg Wicker, Quan Sun, Junjae Lee. 1226-1233 [doi]
• Benchmarking Stacking Against Other Heterogeneous Ensembles in Telecom Churn PredictionJan Kunnen, Maxime Duchateau, Ziboud Van Veldhoven, Jan Vanthienen. 1234-1240 [doi]
• Explainability and Fairness in Machine Learning: Improve Fair End-to-end Lending for KivaAlexander Stevens, Peter Deruyck, Ziboud Van Veldhoven, Jan Vanthienen. 1241-1248 [doi]
• Wavelet-based denoising for EEG-based pattern recognition systemsBinh Nguyen, Wanli Ma, Dat Tran, Younjin Chung. 1249-1256 [doi]
• Online Tensor Decomposition with optimized Stochastic Gradient Descent: an Application in Structural Damage IdentificationAli Anaissi, Basem Suleiman, Seid Miad Zandavi. 1257-1264 [doi]
• A Method of EV Detour-to-Recharge Behavior Modeling and Charging Station DeploymentTianshu Ouyang, Jiahong Cai, Yuxuan Gao, Xinyan He, Huimiao Chen, Kexin Hang. 1265-1271 [doi]
• Parallel LSTM Architectures for Non-Intrusive Load Monitoring in Smart HomesMohamad Mobasher-Kashani, Nasimul Noman, Stephan K. Chalup. 1272-1279 [doi]
• An Auction based Edge Resource Allocation Mechanism for IoT-enabled Smart CitiesSampa Sahoo, Kshira Sagar Sahoo, Bibhudatta Sahoo 0001, Amir H. Gandomi. 1280-1286 [doi]
• Toci: Computational Intelligence in an Energy Management SystemFlorian Huber, Markus Mock. 1287-1296 [doi]
• Grid-Connected Renewable Energy Microgrids: A Systematic ReviewMohammed Abdullah Al-Shehri, Youguang Guo, Gang Lei. 1297-1306 [doi]
• XCSF with Experience Replay for Automatic Test Case PrioritizationLukas Rosenbauer, Anthony Stein, David Pätzel, Jörg Hähner. 1307-1314 [doi]
• A Multi-objective Evolutionary Algorithm based on R2 Indicator for Pickup and Delivery Problem with Time WindowsLi Li, Avimanyu Sahoo, Liang Chang. 1315-1320 [doi]
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• Efficiently Coevolving Deep Neural Networks and Data AugmentationsShane Acton, Sasha Abramowitz, Liron Toledo, Geoff Nitschke. 2543-2550 [doi]
• Chaos, Machine Learning and Deep Learning based Hybrid to forecast Consumer Price Index Inflation in IndiaSarveswararao Vangala, Vadlamani Ravi. 2551-2557 [doi]
• Convolutional Neural Network for Honeybee Density EstimationTomas Luneckas, Mindaugas Luneckas, Ziad Salem, Martina Szopek, Thomas Schmickl. 2558-2566 [doi]
• Smart Data Agent for Preserving Location PrivacyHarkeerat Kaur, Isao Echizen, Rohit Kumar. 2567-2575 [doi]
• Exploiting a multi-device knowledge meshing to agent-based activity trackingDanilo Cavaliere, Sabrina Senatore. 2576-2583 [doi]
• Leveraging Emergent Specialization in a Heterogeneous Multi-Role Swarm Control Architecture for Positional-based UAS MissionsBradley Fraser, Claudia Szabo, Andrew Coyle, Robert A. Hunjet. 2584-2591 [doi]
• Self-Adaptation of Meta-Parameters for Lamarckian-Inherited Neuromodulated Neurocontrollers in the Pursuit-Evasion GameIan Showalter, Howard Schwartz. 2592-2599 [doi]
• Coevolutionary Deep Reinforcement LearningDavid Cotton, Jason Traish, Zenon Chaczko. 2600-2607 [doi]
• A Two-phase Heuristic Method for Agri-fresh Inventory OptimisationMehdi Abedi, Parichehr Paam, Regina Berretta. 2608-2615 [doi]
• Improved nondominated sorting genetic algorithm-II for bi-objective flexible job-shop scheduling problemShu Luo, Linxuan Zhang, Yushun Fan. 2616-2624 [doi]
• Investigating RNNs for vehicle volume forecasting in service stationsHimadri Sikhar Khargharia, Roberto Santana, Siddhartha Shakya, Russell Ainslie, Gilbert Owusu. 2625-2632 [doi]
• Robust Supply Chains with Gradient Boosted TreesPradeep K. Mahato, Apurva Narayan. 2633-2639 [doi]
• Application of data-based prediction methods in newsvendor problems subject to purchase price uncertaintyMarcela Silva Guimarães, Isis Didier Lins, Márcio das Chagas Moura, Heitor de Oliveira Duarte. 2640-2646 [doi]
• Combining Deep Reinforcement Learning with Search Heuristics for Solving Multi-Agent Path Finding in Segment-based LayoutsRobbert Reijnen, Yingqian Zhang, Wim Nuijten, Çaglar Senaras, Mariana Goldak-Altgassen. 2647-2654 [doi]
• Using a Semi-Evolutionary Algorithm to Optimize Deep Network Hyper-Parameters with an Application to Donor DetectionYu Bai, Michael Bain. 2655-2662 [doi]
• A Memetic Algorithm for Evolving Deep Convolutional Neural Network in Image ClassificationJunwei Dong, Liangjie Zhang, Boyu Hou, Liang Feng. 2663-2669 [doi]
• Evolutionary NAS with Gene Expression Programming of Cellular EncodingClifford Broni-Bediako, Yuki Murata, Luiz Henrique Mormille, Masayasu Atsumi. 2670-2676 [doi]
• Evolving Optimal Convolutional Neural NetworksSubhashis Banerjee, Sushmita Mitra. 2677-2683 [doi]
• GPCNN: Evolving Convolutional Neural Networks using Genetic ProgrammingAbigail McGhie, Bing Xue 0001, Mengjie Zhang. 2684-2691 [doi]
• Evolutionary Design of Long Short Term Memory (LSTM) EnsembleRamya Anasseriyil Viswambaran, Gang Chen 0002, Bing Xue 0001, Mohammad Nekooei. 2692-2698 [doi]
• Unsupervised Patterns of Driver Mental Fatigue State Based on Head Posture Using Gaussian Mixture ModelShahzeb Ansari, Haiping Du, Fazel Naghdy, David Stirling. 2699-2704 [doi]
• A machine-learning framework for a novel 3-step approach for real-time taxi dispatchingSparsh Agrawal. 2705-2712 [doi]
• Causal Effects of Landing Parameters on Runway Occupancy Time using Causal Machine Learning ModelsZhi Jun Lim, Sim Kuan Goh, Imen Dhief, Sameer Alam. 2713-2722 [doi]
• Pose Based Action Recognition of Vulnerable Road Users Using Recurrent Neural NetworksViktor Kress, Steven Schreck, Stefan Zernetsch, Konrad Doll, Bernhard Sick. 2723-2730 [doi]
• SIMP3: Social Interaction-Based Multi-Pedestrian Path Prediction By Self-Driving CarsNora Muscholl, Atanas Poibrenski, Matthias Klusch, Patrick Gebhard. 2731-2738 [doi]
• A Fleet Learning Architecture for Enhanced Behavior Predictions during Challenging External ConditionsFlorian Wirthmüller, Marvin Klimke, Julian Schlechtriemen, Jochen Hipp, Manfred Reichert. 2739-2745 [doi]
• A Tailored NSGA-III for Multi-objective Flexible Job Shop SchedulingYali Wang, Bas van Stein, Thomas Bäck, Michael Emmerich. 2746-2753 [doi]
• D-MAENS2: A Self-adaptive D-MAENS Algorithm with Better Decision DiversityQingquan Zhang, Feng Wu, Yang Tao, Jiyuan Pei, Jialin Liu 0001, Xin Yao 0001. 2754-2761 [doi]
• Simulated Annealing for Single and Mixed Model Assembly Line Balancing with SetupsAsef Nazari, Dhananjay R. Thiruvady, Atabak Elmi, Jean-Guy Schneider. 2762-2769 [doi]
• Economic-Environmental Scheduling of Community Microgrid using Evolutionary AlgorithmMd Juel Rana, Forhad Zaman, Tapabrata Ray, Ruhul A. Sarker. 2770-2777 [doi]
• Memetic Algorithm for Heterogeneous Project Scheduling ProblemsFiroz Mahmud, Forhad Zaman, Ruhul A. Sarker, Daryl Essam. 2778-2785 [doi]
• A GPHH with Surrogate-assisted Knowledge Transfer for Uncertain Capacitated Arc Routing ProblemMazhar Ansari Ardeh, Yi Mei 0001, Mengjie Zhang. 2786-2793 [doi]
• Averaging Methods using Dynamic Time Warping for Time Series ClassificationShreyasi Datta, Chandan K. Karmakar, Marimuthu Palaniswami. 2794-2798 [doi]
• A Novel Method Based on Convolutional Features with Non-Iterative Learning for Brain Tumor ClassificationToshi Sinha, Brijesh K. Verma. 2799-2805 [doi]
• Evaluating Nonlinear Decision Trees for Binary Classification Tasks with Other Existing MethodsYashesh D. Dhebar, Sparsh Gupta, Kalyanmoy Deb. 2806-2813 [doi]
• End-to-end electroencephalogram (EEG) motor imagery classification with Long Short-TermCharles Leon-Urbano, Willy Ugarte. 2814-2820 [doi]
• A GA-Based Approach to Fine-Tuning BERT for Hate Speech DetectionKosisochukwu Judith Madukwe, Xiaoying Gao, Bing Xue 0001. 2821-2828 [doi]
• Cross Domain Collaborative Filtering Recommender System for Academic Venue Personalization based on ReferencesAbir Zawali, Imen Boukhris. 2829-2835 [doi]
• Vision-based Vehicle Detection and Distance EstimationDonghao Qiao, Farhana H. Zulkernine. 2836-2842 [doi]
• Impact of Data Quality and Target Representation on Predictions for Urban Bus NetworksThilo Reich, Marcin Budka, David Hulbert. 2843-2852 [doi]
• Financial time-series analysis of Brazilian stock market using machine learningFernando Garcia Diniz Campos Ferreira, Amir H. Gandomi, Rodrigo T. N. Cardoso. 2853-2860 [doi]
• Selection of Apt Renewable Energy Source for Smart Cities using Generalized Orthopair Fuzzy InformationRaghunathan Krishankumar, V. Sangeetha, Pratibha Rani, K. S. Ravichandran 0001, Amir H. Gandomi. 2861-2868 [doi]
• Optimally designed Variational Autoencoders for Efficient Wind Characteristics ModellingSrinivas Soumitri Miriyala, Subhankar Chowdhury, NagaSree Keerthi Pujari, Kishalay Mitra. 2869-2876 [doi]
• Autonomous Vehicle Control Using Particle Swarm optimization in a Mixed Control EnvironmentNa'Shea Wiesner, John Sheppard 0001, Brian Haberman. 2877-2884 [doi]
• Uncertainty quantification using Auto-tuned Surrogates of CFD model Simulating Supersonic flow over tactical missile bodySrinivas Soumitri Miriyala, Raja Banerjee, Kishalay Mitra. 2885-2892 [doi]
• Uncertainty Quantification of Bearing Remaining Useful Life Based on Convolutional Neural NetworkHuanjie Wang, Xiwei Bai, Jie Tan. 2893-2900 [doi]
• Convolutional Neural Network for Blur Images Detection as an Alternative for Laplacian MethodTomasz Szandala. 2901-2904 [doi]
• Mild Cognitive Impairment Diagnosis and Detecting Possible Labeling Errors in Alzheimer's Disease with an Unsupervised Learning-based ApproachGabriel A. Lima, Rodrigo P. Monteiro, Paulo Rocha, Anthony J. da C. C. Lins, Carmelo J. A. Bastos Filho. 2905-2911 [doi]
• Optimization of Fund Periodic Investment Strategy Considering Frequency, Time Scale and Dynamic PaymentsZiyun Zeng, Huimiao Chen. 2912-2917 [doi]
• Adapting the Particle Filter Algorithm for the Street Navigation of the Visually ImpairedChi Ping Desmond Wong, Kwong Yat Felix Wong, Vincent W. L. Tam. 2918-2923 [doi]
• Large-Scale Discrete Constrained Black-Box Optimization Using Radial Basis FunctionsRommel G. Regis. 2924-2931 [doi]
• A Comparative Study on Genetic Algorithm and Ant Colony Optimization in Resource Location OptimizationHang Zhou, Xiao-Bing Hu. 2932-2939 [doi]
• An Artificial Immune System for Adaptive Test SelectionLukas Rosenbauer, Anthony Stein, Jörg Hähner. 2940-2947 [doi]
• NDBIris with Better UnlinkabilityDongdong Zhao, Xiaoyan Zhou, Jianwen Xiang, Wenjian Luo. 2948-2956 [doi]
• Further Exploration of Necrotic Control of Evolved ArtDaniel Ashlock, Julie Greensmith. 2957-2964 [doi]
• Exploring Dimensionality Reduction Techniques for Efficient Surrogate-Assisted optimizationSibghat Ullah, Duc Anh Nguyen, Hao Wang 0025, Stefan Menzel, Bernhard Sendhoff, Thomas Bäck. 2965-2974 [doi]
• We Are Not Pontius Pilate: Acknowledging Ethics and PolicyJames Alexander Hughes, William Hannah, Peter Kikkert, Barry MacKenzie, Wendy Ashlock, Sheridan K. Houghten, Daniel Ashlock, Matthew Stoodley, Michael Dubé, Rachel Brown, Amanda Saunders. 2975-2984 [doi]
• Data Donations for Mapping Risk in Google Search of Health Queries: A case study of unproven stem cell treatments in SEMMartin Reber, Tobias D. Krafft, Roman Krafft, Katharina Anna Zweig, Anna Couturier. 2985-2992 [doi]
• The Crucial Role of Sensitive Attributes in Fair ClassificationMaryam Amir Haeri, Katharina Anna Zweig. 2993-3002 [doi]
• Survey on Copyright Laws about Music Generated by Artificial IntelligenceMunir Makhmutov, Selina Varouqa, Joseph Alexander Brown. 3003-3009 [doi]
• A Survey on Ethical Principles of AI and ImplementationsJianlong Zhou, Fang Chen 0001, Adam Berry, Mike Reed, Shujia Zhang, Siobhan Savage. 3010-3017 [doi]
• Considerations for Assuring Software Systems of Autonomous AircraftZena Assaad, Noel Derwort, Katherine A. Daniell. 3018-3024 [doi]
• Coding and Decoding Speech using a Biologically Inspired Coding SystemMadhurananda Pahar, Leslie S. Smith. 3025-3032 [doi]
• Connective Potential Information for Collectively Interpreting Multi-Layered Neural NetworksRyotaro Kamimura. 3033-3042 [doi]
• A Silicon Neuron-based Bio-Front-End for Ultra Low Power Bio-Monitoring at the EdgeT. P. Shivangi, M. Rahimi, Gaetano D. Gargiulo, Binsu J. Kailath, Tara Julia Hamilton. 3043-3048 [doi]
• An Event-Driven Object Recognition Model Using Activated Connected Domain DetectionTang Tang, Runhao Jiang, Rui Yan 0005, Huajin Tang. 3049-3056 [doi]
• Association Rule Mining Based Algorithm for Recovery of Silent Data Corruption in Convolutional Neural Network Data StorageMohammadreza Ramzanpour, Simone A. Ludwig. 3057-3064 [doi]
• Auto-tuned Deep Recurrent Neural Networks for Application in Wind Energy Conversion SystemsNagaSree Keerthi Pujari, Srinivas Soumitri Miriyala, Kishalay Mitra. 3065-3072 [doi]
• E-DBSCAN: An evidential version of the DBSCAN methodMalek Bessrour, Zied Elouedi, Eric Lefèvre. 3073-3080 [doi]
• Statistical Comparative Analysis and Evaluation of Validation Indices for Clustering OptimizationThy Nguyen, Jason Viehman, Dacosta Yeboah, Gayla R. Olbricht, Tayo Obafemi-Ajayi. 3081-3090 [doi]
• Entropy-based Recognition of Anomalous Answers for Efficient Grading of Short Answers with an Evolutionary Clustering AlgorithmAndrew Kwok-Fai Lui, Sin Chun Ng, Stella Wing-Nga Cheung. 3091-3098 [doi]
• Decoding of Subjective Pain-Sensitivity by Brain Signal Analysis Using a General Type-2 Fuzzy ClassifierSayantani Ghosh, Mousumi Laha, Amit Konar, Atulya K. Nagar. 3099-3106 [doi]
• Assessment of Subjective Creativity Skill Using EEG Induced Capsule NetworkSayantani Ghosh, Lidia Ghosh, Amit Konar, Atulya K. Nagar. 3107-3114 [doi]
• Active learning with RESSPECT: Resource allocation for extragalactic astronomical transientsNoble Kennamer, Emille E. O. Ishida, Santiago Gonzalez-Gaitan, Rafael S. de Souza, Alexander T. Ihler, Kara Ponder, Ricardo Vilalta, Anais Moller, David O. Jones, Mi Dai, Alberto Krone-Martins, Bruno Quint, Sreevarsha Sreejith, Alex I. Malz, Lluís Galbany. 3115-3124 [doi]
• Combined Selection and Parameter Control of Meta-heuristicsDmytro Pukhkaiev, Yevhenii Semendiak, Sebastian Götz, Uwe Aßmann. 3125-3132 [doi]
• Exploring Reward-based Hyper-heuristics for the Job-shop Scheduling ProblemErick Lara-Cárdenas, Arturo Silva-Gálvez, José Carlos Ortiz-Bayliss, Iván Amaya, Jorge M. Cruz-Duarte, Hugo Terashima-Marín. 3133-3140 [doi]
• A Genetic Programming Hyper-Heuristic Approach to Design High-Level Heuristics for Dynamic Workflow Scheduling in CloudKirita-Rose Escott, Hui Ma 0001, Gang Chen 0002. 3141-3148 [doi]
• Optimal Lagrangian Multipliers for the Multidimensional Knapsack Problem: a Bayesian Optimisation ApproachHanyu Gu. 3149-3155 [doi]
• Scalable Partial-ACO Applied to Fleet Optimisation: Sampling and Multi-Colony ApproachesDarren M. Chitty. 3156-3163 [doi]
• Evolutionary Algorithm with Nonsequential Chromosome Decoder for the Vehicle Routing ProblemConnor Gregor. 3164-3171 [doi]