Artificial Intelligence Applications and Innovations: 16th IFIP WG 12.5 International Conference, AIAI 2020, Neos Marmaras, Greece, June 5–7, 2020, Proceedings, Part I [1st ed.] 9783030491604, 9783030491611

Table of contents :
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