Artificial intelligence applications and innovations : 16th IFIP WG 12. 5 International Conference, AIAI 2020, Neos Marmaras, Greece, June 5-7, 2020, Proceedings. Part I

This 2 volume-set of IFIP AICT 583 and 584 constitutes the refereed proceedings of the 16th IFIP WG 12.5 International Conference on Artificial Intelligence Applications and Innovations, AIAI 2020, held in Neos Marmaras, Greece, in June 2020.\* The 70 full papers and 5 short papers presented were carefully reviewed and selected from 149 submissions. They cover a broad range of topics related to technical, legal, and ethical aspects of artificial intelligence systems and their applications and are organized in the following sections: Part I: classification; clustering - unsupervised learning -analytics; image processing; learning algorithms; neural network modeling; object tracking - object detection systems; ontologies - AI; and sentiment analysis - recommender systems. Part II: AI ethics - law; AI constraints; deep learning - LSTM; fuzzy algebra - fuzzy systems; machine learning; medical - health systems; and natural language.\*The conference was held virtually due to the COVID-19 pandemic. Front Matter ....Pages i-xxviii Front Matter ....Pages 1-1 An Adaptive Approach on Credit Card Fraud Detection Using Transaction Aggregation and Word Embeddings (Ali Yeşilkanat, Barış Bayram, Bilge Köroğlu, Seçil Arslan)....Pages 3-14 Boosted Ensemble Learning for Anomaly Detection in 5G RAN (Tobias Sundqvist, Monowar H. Bhuyan, Johan Forsman, Erik Elmroth)....Pages 15-30 Machine Learning for Cognitive Load Classification – A Case Study on Contact-Free Approach (Mobyen Uddin Ahmed, Shahina Begum, Rikard Gestlöf, Hamidur Rahman, Johannes Sörman)....Pages 31-42 Real-Time Prediction of Online Shoppers’ Purchasing Intention Using Random Forest (Karim Baati, Mouad Mohsil)....Pages 43-51 Using Classification for Traffic Prediction in Smart Cities (Konstantinos Christantonis, Christos Tjortjis, Anastassios Manos, Despina Elizabeth Filippidou, Εleni Mougiakou, Evangelos Christelis)....Pages 52-61 Using Twitter to Predict Chart Position for Songs (Eleana Tsiara, Christos Tjortjis)....Pages 62-72 Α Benchmarking of IBM, Google and Wit Automatic Speech Recognition Systems (Foteini Filippidou, Lefteris Moussiades)....Pages 73-82 Front Matter ....Pages 83-83 A Two-Levels Data Anonymization Approach (Sarah Zouinina, Younès Bennani, Nicoleta Rogovschi, Abdelouahid Lyhyaoui)....Pages 85-95 An Innovative Graph-Based Approach to Advance Feature Selection from Multiple Textual Documents (Nikolaos Giarelis, Nikos Kanakaris, Nikos Karacapilidis)....Pages 96-106 k-means Cluster Shape Implications (Mieczysław A. Kłopotek, Sławomir T. Wierzchoń, Robert A. Kłopotek)....Pages 107-118 Manifold Learning for Innovation Funding: Identification of Potential Funding Recipients (Vincent Grollemund, Gaétan Le Chat, Jean-François Pradat-Peyre, François Delbot)....Pages 119-127 Network Aggregation to Enhance Results Derived from Multiple Analytics (Diane Duroux, Héctor Climente-González, Lars Wienbrandt, Kristel Van Steen)....Pages 128-140 PolicyCLOUD: Analytics as a Service Facilitating Efficient Data-Driven Public Policy Management (Dimosthenis Kyriazis, Ofer Biran, Thanassis Bouras, Klaus Brisch, Armend Duzha, Rafael del Hoyo et al.)....Pages 141-150 Demand Forecasting of Short Life Cycle Products Using Data Mining Techniques (Ashraf A. Afifi)....Pages 151-162 Front Matter ....Pages 163-163 Arbitrary Scale Super-Resolution for Brain MRI Images (Chuan Tan, Jin Zhu, Pietro Lio’)....Pages 165-176 Knowledge-Based Fusion for Image Tampering Localization (Chryssanthi Iakovidou, Symeon Papadopoulos, Yiannis Kompatsiaris)....Pages 177-188 Transfer Learning Using Convolutional Neural Network Architectures for Brain Tumor Classification from MRI Images (Rayene Chelghoum, Ameur Ikhlef, Amina Hameurlaine, Sabir Jacquir)....Pages 189-200 Front Matter ....Pages 201-201 A Novel Learning Automata-Based Strategy to Generate Melodies from Chordal Inputs (I. Helmy, B. John Oommen)....Pages 203-215 Graph Neural Networks to Advance Anticancer Drug Design (Asmaa Rassil, Hiba Chougrad, Hamid Zouaki)....Pages 216-226 Optimizing Self-organizing Lists-on-Lists Using Transitivity and Pursuit-Enhanced Object Partitioning (O. Ekaba Bisong, B. John Oommen)....Pages 227-240 Task-Projected Hyperdimensional Computing for Multi-task Learning (Cheng-Yang Chang, Yu-Chuan Chuang, An-Yeu (Andy) Wu)....Pages 241-251 Front Matter ....Pages 253-253 Cross-Domain Authorship Attribution Using Pre-trained Language Models (Georgios Barlas, Efstathios Stamatatos)....Pages 255-266 Indoor Localization with Multi-objective Selection of Radiomap Models (Rafael Alexandrou, Harris Papadopoulos, Andreas Konstantinidis)....Pages 267-278 STDP Plasticity in TRN Within Hierarchical Spike Timing Model of Visual Information Processing (Petia Koprinkova-Hristova, Nadejda Bocheva, Simona Nedelcheva, Miroslava Stefanova, Bilyana Genova, Radoslava Kraleva et al.)....Pages 279-290 Tensor-Based CUDA Optimization for ANN Inferencing Using Parallel Acceleration on Embedded GPU (Ahmed Khamis Abdullah Al Ghadani, Waleeja Mateen, Rameshkumar G. Ramaswamy)....Pages 291-302 The Random Neural Network in Price Predictions (Will Serrano)....Pages 303-314 Front Matter ....Pages 315-315 Joint Multi-object Detection and Segmentation from an Untrimmed Video (Xinling Liu, Le Wang, Qilin Zhang, Nanning Zheng, Gang Hua)....Pages 317-329 Robust 3D Detection in Traffic Scenario with Tracking-Based Coupling System (Zhuoli Zhou, Shitao Chen, Rongyao Huang, Nanning Zheng)....Pages 330-339 Front Matter ....Pages 341-341 Automated MeSH Indexing of Biomedical Literature Using Contextualized Word Representations (Dimitrios A. Koutsomitropoulos, Andreas D. Andriopoulos)....Pages 343-354 Knowledge-Based Management and Reasoning on Cultural and Natural Touristic Routes (Evangelos A. Stathopoulos, Alexandros Kokkalas, Eirini E. Mitsopoulou, Athanasios T. Patenidis, Georgios Meditskos, Sotiris Diplaris et al.)....Pages 355-367 Ontological Foundations of Modelling Security Policies for Logical Analytics (Karolina Bataityte, Vassil Vassilev, Olivia Jo Gill)....Pages 368-380 RDF Reasoning on Large Ontologies: A Study on Cultural Heritage and Wikidata (Nuno Freire, Diogo Proença)....Pages 381-393 Front Matter ....Pages 395-395 A Deep Learning Approach to Aspect-Based Sentiment Prediction (Georgios Alexandridis, Konstantinos Michalakis, John Aliprantis, Pavlos Polydoras, Panagiotis Tsantilas, George Caridakis)....Pages 397-408 On the Reusability of Sentiment Analysis Datasets in Applications with Dissimilar Contexts (S. Sarlis, I. Maglogiannis)....Pages 409-418 Opinion Mining of Consumer Reviews Using Deep Neural Networks with Word-Sentiment Associations (Petr Hajek, Aliaksandr Barushka, Michal Munk)....Pages 419-429 Sentiment Analysis on Movie Scripts and Reviews (Paschalis Frangidis, Konstantinos Georgiou, Stefanos Papadopoulos)....Pages 430-438 The MuseLearn Platform: Personalized Content for Museum Visitors Assisted by Vision-Based Recognition and 3D Pose Estimation of Exhibits (G. Styliaras, C. Constantinopoulos, P. Panteleris, D. Michel, N. Pantzou, K. Papavasileiou et al.)....Pages 439-451 Promoting Diversity in Content Based Recommendation Using Feature Weighting and LSH (Dimosthenis Beleveslis, Christos Tjortjis)....Pages 452-461 Back Matter ....Pages 463-466 This 2 volume-set of IFIP AICT 583 and 584 constitutes the refereed proceedings of the 16th IFIP WG 12.5 International Conference on Artificial Intelligence Applications and Innovations, AIAI 2020, held in Neos Marmaras, Greece, in June 2020.@* The 70 full papers and 5 short papers presented were carefully reviewed and selected from 149 submissions. They cover a broad range of topics related to technical, legal, and ethical aspects of artificial intelligence systems and their applications and are organized in the following sections: Part I: classification; clustering - unsupervised learning -analytics; image processing; learning algorithms; neural network modeling; object tracking - object detection systems; ontologies - AI; and sentiment analysis - recommender systems. Part II: AI ethics - law; AI constraints; deep learning - LSTM; fuzzy algebra - fuzzy systems; machine learning; medical - health systems; and natural language. @*The conference was held virtually due to the COVID-19 pandemic This book constitutes the refereed proceedings of the 9th IFIP WG 12.5 International Conference on Artificial Intelligence Applications and Innovations, AIAI 2013, held in Paphos, Cyprus, in September/October 2013. The 26 revised full papers presented together with a keynote speech at the main event and 44 papers of 8 colocated workshops were carefully reviewed and selected for inclusion in the volume. The papers of the main event are organized in topical sections on data mining, medical informatics and biomedical engineering, problem solving and scheduling, modeling and decision support systems, robotics, and intelligent signal and image processing.