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Table of Contents Artificial Intelligence Applications and Innovations John Macintyre, Ilias Maglogiannis, Lazaros Iliadis, Elias Pimenidis Front Matter Invited Paper The Power of the “Pursuit” Learning Paradigm in the Partitioning of Data Abdolreza Shirvani, B. John Oommen 3-16 AI Anomaly Detection - Active Learning Cyber-Typhon: An Online Multi-task Anomaly Detection Framework Konstantinos Demertzis, Lazaros Iliadis, Panayiotis Kikiras, Nikos Tziritas 19-36 Investigating the Benefits of Exploiting Incremental Learners Under Active Learning Scheme Stamatis Karlos, Vasileios Kanas, Nikos Fazakis, Christos Aridas, Sotiris Kotsiantis 37-49 The Blockchain Random Neural Network in Cybersecurity and the Internet of Things Will Serrano 50-63 Autonomous Vehicles - Aerial Vehicles A Visual Neural Network for Robust Collision Perception in Vehicle Driving Scenarios Qinbing Fu, Nicola Bellotto, Huatian Wang, F. Claire Rind, Hongxin Wang, Shigang Yue 67-79 An LGMD Based Competitive Collision Avoidance Strategy for UAV Jiannan Zhao, Xingzao Ma, Qinbing Fu, Cheng Hu, Shigang Yue 80-91 Mixture Modules Based Intelligent Control System for Autonomous Driving Tangyike Zhang, Songyi Zhang, Yu Chen, Chao Xia, Shitao Chen, Nanning Zheng 92-104 Biomedical AI An Adaptive Temporal-Causal Network Model for Stress Extinction Using Fluoxetine S. Mohammadi Ziabari 107-119 Clustering Diagnostic Profiles of Patients Jaakko Hollmén, Panagiotis Papapetrou 120-126 Emotion Analysis in Hospital Bedside Infotainment Platforms Using Speeded up Robust Features A. Kallipolitis, M. Galliakis, A. Menychtas, I. Maglogiannis 127-138 FISUL: A Framework for Detecting Adverse Drug Events from Heterogeneous Medical Sources Using Feature Importance Corinne Allaart, Lena Mondrejevski, Panagiotis Papapetrou 139-151 Classification - Clustering A New Topology-Preserving Distance Metric with Applications to Multi-dimensional Data Clustering Konstantinos Delibasis 155-166 Classification of Incomplete Data Using Autoencoder and Evidential Reasoning Suvra Choudhury, Nikhil Pal 167-177 Dynamic Reliable Voting in Ensemble Learning Agus Raharjo, Mohamed Quafafou 178-187 Extracting Action Sensitive Features to Facilitate Weakly-Supervised Action Localization Zijian Kang, Le Wang, Ziyi Liu, Qilin Zhang, Nanning Zheng 188-201 Image Recognition Based on Combined Filters with Pseudoinverse Learning Algorithm Xiaodan Deng, Xiaoxuan Sun, Ping Guo, Qian Yin 202-209 Constraint Programming - Brain Inspired Modeling Design-Parameters Optimization of a Deep-Groove Ball Bearing for Different Boundary Dimensions, Employing Amended Differential Evolution Algorithm Parthiv Rana, Jigar Patel, D. Lalwani 213-222 Exploring Brain Effective Connectivity in Visual Perception Using a Hierarchical Correlation Network Siyu Yu, Nanning Zheng, Hao Wu, Ming Du, Badong Chen 223-235 Solving the Talent Scheduling Problem by Parallel Constraint Programming Ke Liu, Sven Löffler, Petra Hofstedt 236-244 Deep Learning - Convolutional ANN A Deep Reinforcement Learning Approach for Automated Cryptocurrency Trading Giorgio Lucarelli, Matteo Borrotti 247-258 Capacity Requirements Planning for Production Companies Using Deep Reinforcement Learning Harald Schallner 259-271 Comparison of Neural Network Optimizers for Relative Ranking Retention Between Neural Architectures George Kyriakides, Konstantinos Margaritis 272-281 Detecting Violent Robberies in CCTV Videos Using Deep Learning Giorgio Morales, Itamar Salazar-Reque, Joel Telles, Daniel Díaz 282-291 Diversity Regularized Adversarial Deep Learning Babajide Ayinde, Keishin Nishihama, Jacek Zurada 292-306 Interpretability of a Deep Learning Model for Rodents Brain Semantic Segmentation Leonardo Matos, Mariana Rodrigues, Ricardo Magalhães, Victor Alves, Paulo Novais 307-318 Learning and Detecting Stuttering Disorders Fabio Fassetti, Ilaria Fassetti, Simona Nisticò 319-330 Localization of Epileptic Foci by Using Convolutional Neural Network Based on iEEG Linfeng Sui, Xuyang Zhao, Qibin Zhao, Toshihisa Tanaka, Jianting Cao 331-339 Review Spam Detection Using Word Embeddings and Deep Neural Networks Aliaksandr Barushka, Petr Hajek 340-350 Tools for Semi-automatic Preparation of Training Data for OCR Ladislav Lenc, Jiří Martínek, Pavel Král 351-361 Training Strategies for OCR Systems for Historical Documents Jiří Martínek, Ladislav Lenc, Pavel Král 362-373 A Review on the Application of Deep Learning in Legal Domain Neha Bansal, Arun Sharma, R. Singh 374-381 Long-Short Term Memory for an Effective Short-Term Weather Forecasting Model Using Surface Weather Data Pradeep Hewage, Ardhendu Behera, Marcello Trovati, Ella Pereira 382-390 Segmentation Methods for Image Classification Using a Convolutional Neural Network on AR-Sandbox Andres Restrepo Rodriguez, Daniel Casas Mateus, Paulo Gaona-García, Adriana Gomez Acosta, Carlos Montenegro Marin 391-398 Fuzzy Modeling A Hybrid Model Based on Fuzzy Rules to Act on the Diagnosed of Autism in Adults Augusto Guimarães, Vinicius Araujo, Vanessa Araujo, Lucas Batista, Paulo Campos Souza 401-412 An Unsupervised Fuzzy Rule-Based Method for Structure Preserving Dimensionality Reduction with Prediction Ability Suchismita Das, Nikhil Pal 413-424 Interpretable Fuzzy Rule-Based Systems for Detecting Financial Statement Fraud Petr Hajek 425-436 Learning Automata - Logic Based Reasoning Learning Automata-Based Solutions to the Single Elevator Problem O. Ghaleb, B. John Oommen 439-450 Optimizing Self-organizing Lists-on-Lists Using Enhanced Object Partitioning O. Bisong, B. Oommen 451-463 EduBAI: An Educational Platform for Logic-Based Reasoning Dimitrios Arampatzis, Maria Doulgeraki, Michail Giannoulis, Evropi Stefanidi, Theodore Patkos 464-472 Machine Learning - Natural Language A Machine Learning Tool for Interpreting Differences in Cognition Using Brain Features Tiago Azevedo, Luca Passamonti, Pietro Lió, Nicola Toschi 475-486 Comparison of the Best Parameter Settings in the Creation and Comparison of Feature Vectors in Distributional Semantic Models Across Multiple Languages András Dobó, János Csirik 487-499 Distributed Community Prediction for Social Graphs Based on Louvain Algorithm Christos Makris, Dionisios Pettas, Georgios Pispirigos 500-511 Iliou Machine Learning Data Preprocessing Method for Suicide Prediction from Family History Theodoros Iliou, Georgia Konstantopoulou, Christina Lymperopoulou, Konstantinos Anastasopoulos, George Anastassopoulos, Dimitrios Margounakis, Dimitrios Lymberopoulos 512-519 Ontology Population Framework of MAGNETO for Instantiating Heterogeneous Forensic Data Modalities Ernst-Josef Behmer, Krishna Chandramouli, Victor Garrido, Dirk Mühlenberg, Dennis Müller, Wilmuth Müller, Dirk Pallmer, Francisco Pérez, Tomas Piatrik, Camilo  vargas 520-531 Random Forest Surrogate Models to Support Design Space Exploration in Aerospace Use-Case Siva Dasari, Abbas Cheddad, Petter Andersson 532-544 Stacking Strong Ensembles of Classifiers Stamatios-Aggelos Alexandropoulos, Christos Aridas, Sotiris Kotsiantis, Michael Vrahatis 545-556 Multi Agent - IoT An Agent-Based Framework for Complex Networks Alexander Wendt, Maximilian Götzinger, Thilo Sauter 559-570 Studying Emotions at Work Using Agent-Based Modeling and Simulation Hanen Lejmi-Riahi, Mouna Belhaj, Lamjed Ben Said 571-583 Towards an Adaption and Personalisation Solution Based on Multi Agent System Applied on Serious Games Spyridon Blatsios, Ioannis Refanidis 584-594 Nature Inspired Flight and Robot Control - Machine Vision Constant Angular Velocity Regulation for Visually Guided Terrain Following Huatian Wang, Qinbing Fu, Hongxin Wang, Jigen Peng, Shigang Yue 597-608 Motion Segmentation Based on Structure-Texture Decomposition and Improved Three Frame Differencing Sandeep Sengar 609-622 Using Shallow Neural Network Fitting Technique to Improve Calibration Accuracy of Modeless Robots Ying Bai, Dali Wang 623-631 Recommendation Systems Banner Personalization for e-Commerce Ioannis Maniadis, Konstantinos Vavliakis, Andreas Symeonidis 635-646 Hybrid Data Set Optimization in Recommender Systems Using Fuzzy T-Norms Antonios Papaleonidas, Elias Pimenidis, Lazaros Iliadis 647-659 MuSIF: A Product Recommendation System Based on Multi-source Implicit Feedback Ιοannis Schoinas, Christos Tjortjis 660-672 On the Invariance of the SELU Activation Function on Algorithm and Hyperparameter Selection in Neural Network Recommenders Flora Sakketou, Nicholas Ampazis 673-685

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