Table of Contents

• The Power of the "Pursuit" Learning Paradigm in the Partitioning of DataAbdolreza Shirvani, B. John Oommen. 3-16 [doi]
• Cyber-Typhon: An Online Multi-task Anomaly Detection FrameworkKonstantinos Demertzis, Lazaros S. Iliadis, Panayiotis Kikiras, Nikos Tziritas. 19-36 [doi]
• Investigating the Benefits of Exploiting Incremental Learners Under Active Learning SchemeStamatis Karlos, Vasileios G. Kanas, Nikos Fazakis, Christos K. Aridas, Sotiris Kotsiantis. 37-49 [doi]
• The Blockchain Random Neural Network in Cybersecurity and the Internet of ThingsWill Serrano. 50-63 [doi]
• A Visual Neural Network for Robust Collision Perception in Vehicle Driving ScenariosQinbing Fu, Nicola Bellotto, Huatian Wang, F. Claire Rind, Hongxin Wang, Shigang Yue. 67-79 [doi]
• An LGMD Based Competitive Collision Avoidance Strategy for UAVJiannan Zhao, Xingzao Ma, Qinbing Fu, Cheng Hu 0006, Shigang Yue. 80-91 [doi]
• Mixture Modules Based Intelligent Control System for Autonomous DrivingTangyike Zhang, Songyi Zhang, Yu Chen, Chao Xia, Shi-tao Chen, Nanning Zheng. 92-104 [doi]
• An Adaptive Temporal-Causal Network Model for Stress Extinction Using FluoxetineS. Sahand Mohammadi Ziabari. 107-119 [doi]
• Clustering Diagnostic Profiles of PatientsJaakko Hollmén, Panagiotis Papapetrou. 120-126 [doi]
• Emotion Analysis in Hospital Bedside Infotainment Platforms Using Speeded up Robust FeaturesA. Kallipolitis, M. Galliakis, Andreas Menychtas, Ilias Maglogiannis. 127-138 [doi]
• FISUL: A Framework for Detecting Adverse Drug Events from Heterogeneous Medical Sources Using Feature ImportanceCorinne G. Allaart, Lena Mondrejevski, Panagiotis Papapetrou. 139-151 [doi]
• A New Topology-Preserving Distance Metric with Applications to Multi-dimensional Data ClusteringKonstantinos K. Delibasis. 155-166 [doi]
• Classification of Incomplete Data Using Autoencoder and Evidential ReasoningSuvra jyoti Choudhury, Nikhil R. Pal. 167-177 [doi]
• Dynamic Reliable Voting in Ensemble LearningAgus Budi Raharjo, Mohamed Quafafou. 178-187 [doi]
• Extracting Action Sensitive Features to Facilitate Weakly-Supervised Action LocalizationZijian Kang, Le Wang 0003, Zi-yi Liu, Qilin Zhang, Nanning Zheng. 188-201 [doi]
• Image Recognition Based on Combined Filters with Pseudoinverse Learning AlgorithmXiaodan Deng, Xiaoxuan Sun, Ping Guo, Qian Yin. 202-209 [doi]
• Design-Parameters Optimization of a Deep-Groove Ball Bearing for Different Boundary Dimensions, Employing Amended Differential Evolution AlgorithmParthiv B. Rana, Jigar L. Patel, D. I. Lalwani. 213-222 [doi]
• Exploring Brain Effective Connectivity in Visual Perception Using a Hierarchical Correlation NetworkSi-yu Yu, Nanning Zheng, Hao Wu 0019, Ming Du, Badong Chen. 223-235 [doi]
• Solving the Talent Scheduling Problem by Parallel Constraint ProgrammingKe Liu, Sven Löffler, Petra Hofstedt. 236-244 [doi]
• A Deep Reinforcement Learning Approach for Automated Cryptocurrency TradingGiorgio Lucarelli, Matteo Borrotti. 247-258 [doi]
• Capacity Requirements Planning for Production Companies Using Deep Reinforcement Learning - Use Case for Deep Planning Methodology (DPM)Harald Schallner. 259-271 [doi]
• Comparison of Neural Network Optimizers for Relative Ranking Retention Between Neural ArchitecturesGeorge Kyriakides, Konstantinos G. Margaritis. 272-281 [doi]
• Detecting Violent Robberies in CCTV Videos Using Deep LearningGiorgio Morales, Itamar Salazar-Reque, Joel Telles, Daniel Díaz. 282-291 [doi]
• Diversity Regularized Adversarial Deep LearningBabajide O. Ayinde, Keishin Nishihama, Jacek M. Zurada. 292-306 [doi]
• Interpretability of a Deep Learning Model for Rodents Brain Semantic SegmentationLeonardo Nogueira Matos, Mariana Fontainhas Rodrigues, Ricardo Magalhães, Victor Alves, Paulo Novais. 307-318 [doi]
• Learning and Detecting Stuttering DisordersFabio Fassetti, Ilaria Fassetti, Simona Nisticò. 319-330 [doi]
• Localization of Epileptic Foci by Using Convolutional Neural Network Based on iEEGLinfeng Sui, Xuyang Zhao, Qibin Zhao, Toshihisa Tanaka, Jianting Cao. 331-339 [doi]
• Review Spam Detection Using Word Embeddings and Deep Neural NetworksAliaksandr Barushka, Petr Hájek 0002. 340-350 [doi]
• Tools for Semi-automatic Preparation of Training Data for OCRLadislav Lenc, Jirí Martínek, Pavel Král. 351-361 [doi]
• Training Strategies for OCR Systems for Historical DocumentsJirí Martínek, Ladislav Lenc, Pavel Král. 362-373 [doi]
• A Review on the Application of Deep Learning in Legal DomainNeha Bansal, Arun Sharma, R. K. Singh. 374-381 [doi]
• Long-Short Term Memory for an Effective Short-Term Weather Forecasting Model Using Surface Weather DataPradeep Hewage, Ardhendu Behera, Marcello Trovati, Ella Pereira. 382-390 [doi]
• Segmentation Methods for Image Classification Using a Convolutional Neural Network on AR-SandboxAndrés Ovidio Restrepo Rodríguez, Daniel Esteban Casas Mateus, Paulo Alonso Gaona García, Adriana Gómez-Acosta, Carlos Enrique Montenegro Marín. 391-398 [doi]
• A Hybrid Model Based on Fuzzy Rules to Act on the Diagnosed of Autism in AdultsAugusto Junio Guimarães, Vinicius Jonathan Silva Araujo, Vanessa Souza Araujo, Lucas Oliveira Batista, Paulo Vitor de Campos Souza. 401-412 [doi]
• An Unsupervised Fuzzy Rule-Based Method for Structure Preserving Dimensionality Reduction with Prediction AbilitySuchismita Das, Nikhil R. Pal. 413-424 [doi]
• Interpretable Fuzzy Rule-Based Systems for Detecting Financial Statement FraudPetr Hájek 0002. 425-436 [doi]
• Learning Automata-Based Solutions to the Single Elevator ProblemO. Ghaleb, B. John Oommen. 439-450 [doi]
• Optimizing Self-organizing Lists-on-Lists Using Enhanced Object PartitioningO. Ekaba Bisong, B. John Oommen. 451-463 [doi]
• EduBAI: An Educational Platform for Logic-Based ReasoningDimitrios Arampatzis, Maria Doulgeraki, Michail Giannoulis, Evropi Stefanidi, Theodore Patkos. 464-472 [doi]
• A Machine Learning Tool for Interpreting Differences in Cognition Using Brain FeaturesTiago Azevedo, Luca Passamonti, Pietro Lió, Nicola Toschi. 475-486 [doi]
• Comparison of the Best Parameter Settings in the Creation and Comparison of Feature Vectors in Distributional Semantic Models Across Multiple LanguagesAndrás Dobó, János Csirik. 487-499 [doi]
• Distributed Community Prediction for Social Graphs Based on Louvain AlgorithmChristos Makris, Dionisios Pettas, Georgios Pispirigos. 500-511 [doi]
• Iliou Machine Learning Data Preprocessing Method for Suicide Prediction from Family HistoryTheodoros Iliou, Georgia Konstantopoulou, Christina Lymperopoulou, Konstantinos Anastasopoulos, George C. Anastassopoulos, Dimitrios Margounakis, Dimitrios Lymberopoulos. 512-519 [doi]
• Ontology Population Framework of MAGNETO for Instantiating Heterogeneous Forensic Data ModalitiesErnst-Josef Behmer, Krishna Chandramouli, Victor Garrido, Dirk Mühlenberg, Dennis Müller, Wilmuth Müller, Dirk Pallmer, Francisco J. Pérez, Tomas Piatrik, Camilo Vargas. 520-531 [doi]
• Random Forest Surrogate Models to Support Design Space Exploration in Aerospace Use-CaseSiva Krishna Dasari, Abbas Cheddad, Petter Andersson. 532-544 [doi]
• Stacking Strong Ensembles of ClassifiersStamatios-Aggelos N. Alexandropoulos, Christos K. Aridas, Sotiris B. Kotsiantis, Michael N. Vrahatis. 545-556 [doi]
• An Agent-Based Framework for Complex NetworksAlexander Wendt, Maximilian Götzinger, Thilo Sauter. 559-570 [doi]
• Studying Emotions at Work Using Agent-Based Modeling and SimulationHanen Lejmi Riahi, Mouna Belhaj, Lamjed Ben Said. 571-583 [doi]
• Towards an Adaption and Personalisation Solution Based on Multi Agent System Applied on Serious GamesSpyridon Blatsios, Ioannis Refanidis. 584-594 [doi]
• Constant Angular Velocity Regulation for Visually Guided Terrain FollowingHuatian Wang, Qinbing Fu, Hongxin Wang, Jigen Peng, Shigang Yue. 597-608 [doi]
• Motion Segmentation Based on Structure-Texture Decomposition and Improved Three Frame DifferencingSandeep Singh Sengar. 609-622 [doi]
• Using Shallow Neural Network Fitting Technique to Improve Calibration Accuracy of Modeless RobotsYing Bai, Dali Wang. 623-631 [doi]
• Banner Personalization for e-CommerceIoannis Maniadis, Konstantinos N. Vavliakis, Andreas L. Symeonidis. 635-646 [doi]
• Hybrid Data Set Optimization in Recommender Systems Using Fuzzy T-NormsAntonios Papaleonidas, Elias Pimenidis, Lazaros S. Iliadis. 647-659 [doi]
• MuSIF: A Product Recommendation System Based on Multi-source Implicit FeedbackIotaomicronannis Schoinas, Christos Tjortjis. 660-672 [doi]
• On the Invariance of the SELU Activation Function on Algorithm and Hyperparameter Selection in Neural Network RecommendersFlora Sakketou, Nicholas Ampazis. 673-685 [doi]