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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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