index - Artificial Intelligence Applications and Innovations

Table of Contents
Artificial Intelligence Applications and Innovations *Ilias Maglogiannis, Lazaros Iliadis, Elias Pimenidis*	Front Matter
Classification
An Adaptive Approach on Credit Card Fraud Detection Using Transaction Aggregation and Word Embeddings *Ali Yeşilkanat, Barış Bayram, Bilge Köroğlu, Seçil Arslan*	3-14
Boosted Ensemble Learning for Anomaly Detection in 5G RAN *Tobias Sundqvist, Monowar H. Bhuyan, Johan Forsman, Erik Elmroth*	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*	31-42
Real-Time Prediction of Online Shoppers’ Purchasing Intention Using Random Forest *Karim Baati, Mouad Mohsil*	43-51
Using Classification for Traffic Prediction in Smart Cities *Konstantinos Christantonis, Christos Tjortjis, Anastassios Manos, Despina Elizabeth Filippidou, Εleni Mougiakou, Evangelos Christelis*	52-61
Using Twitter to Predict Chart Position for Songs *Eleana Tsiara, Christos Tjortjis*	62-72
Α Benchmarking of IBM, Google and Wit Automatic Speech Recognition Systems *Foteini Filippidou, Lefteris Moussiades*	73-82
Clustering/Unsupervised Learning/Analytics
A Two-Levels Data Anonymization Approach *Sarah Zouinina, Younès Bennani, Nicoleta Rogovschi, Abdelouahid Lyhyaoui*	85-95
An Innovative Graph-Based Approach to Advance Feature Selection from Multiple Textual Documents *Nikolaos Giarelis, Nikos Kanakaris, Nikos Karacapilidis*	96-106
k-means Cluster Shape Implications *Mieczysław A. Kłopotek, Sławomir T. Wierzchoń, Robert A. Kłopotek*	107-118
Manifold learning for innovation funding: identification of potential funding recipients *Vincent Grollemund, Gaétan Le Chat, Jean-François Pradat-Peyre, François Delbot*	119-127
Network Aggregation to Enhance Results Derived from Multiple Analytics *Diane Duroux, Héctor Climente-González, Lars Wienbrandt, Kristel Van Steen*	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, Athanasios Kiourtis, Pavlos Kranas, Ilias Maglogiannis, George Manias, Marc Meerkamp, Konstantinos Moutselos, Argyro Mavrogiorgou, Panayiotis Michael, Ricard Munné, Giuseppe La Rocca, Kostas Nasias, Tomas Pariente Lobo, Vega Rodrigálvarez, Nikitas M. Sgouros, Konstantinos Theodosiou, P. Tsanakas	141-150
Demand Forecasting of Short Life Cycle Products Using Data Mining Techniques *Ashraf A. Afifi*	151-162
Image Processing
Arbitrary Scale Super-Resolution for Brain MRI Images *Chuan Tan, Jin Zhu, Pietro Lio’*	165-176
Knowledge-Based Fusion for Image Tampering Localization *Chryssanthi Iakovidou, Symeon Papadopoulos, Ioannis Kompatsiaris*	177-188
Image processing
Transfer Learning Using Convolutional Neural Network Architectures for Brain Tumor Classification from MRI Images *Rayene Chelghoum, Ameur Ikhlef, Amina Hameurlaine, Sabir Jacquir*	189-200
Learning Algorithms
A Novel Learning Automata-Based Strategy to Generate Melodies from Chordal Inputs *I. Helmy, B. John Oommen*	203-215
Graph Neural Networks to Advance Anticancer Drug Design *Asmaa Rassil, Hiba Chougrad, Hamid Zouaki*	216-226
Optimizing Self-organizing Lists-on-Lists Using Transitivity and Pursuit-Enhanced Object Partitioning *O. Ekaba Bisong, B. John Oommen*	227-240
Learning algorithms
Task-Projected Hyperdimensional Computing for Multi-Task Learning *Cheng-Yang Chang, Yu-Chuan Chuang, Andy Wu*	241-254
Neural Network Modeling
Cross-Domain Authorship Attribution Using Pre-trained Language Models *Georgios Barlas, Efstathios Stamatatos*	255-266
Indoor Localization with Multi-objective Selection of Radiomap Models *Rafael Alexandrou, Harris Papadopoulos, Andreas Konstantinidis*	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, Velin Kralev*	279-290
Tensor-Based CUDA Optimization for ANN Inferencing Using Parallel Acceleration on Embedded GPU *Ahmed Al Ghadani, Waleeja Mateen, Rameshkumar G. Ramaswamy*	291-302
The Random Neural Network in Price Predictions *Will Serrano*	303-314
Object Tracking/Object Detection Systems
Joint Multi-object Detection and Segmentation from an Untrimmed Video *Xinling Liu, Le Wang, Qilin Zhang, Nanning Zheng, Gang Hua*	317-329
Robust 3D Detection in Traffic Scenario with Tracking-Based Coupling System *Zhuoli Zhou, Shitao Chen, Rongyao Huang, Nanning Zheng*	330-339
Ontologies/AI
Automated MeSH Indexing of Biomedical Literature Using Contextualized Word Representations *Dimitrios A. Koutsomitropoulos, Andreas D. Andriopoulos*	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, Ioannis Paliokas, Stefanos Vrochidis, Konstantinos Votis, Dimitrios Tzovaras, Ioannis Kompatsiaris	355-367
Ontological Foundations of Modelling Security Policies for Logical Analytics *Karolina Bataityte, Vassil Vassilev, Olivia Jo Gill*	368-380
RDF Reasoning on Large Ontologies: A Study on Cultural Heritage and Wikidata *Nuno Freire, Diogo Proença*	381-393
Sentiment Analysis/Recommender Systems
A Deep Learning Approach to Aspect-Based Sentiment Prediction *Georgios Alexandridis, Konstantinos Michalakis, John Aliprantis, Pavlos Polydoras, Panagiotis Tsantilas, George Caridakis*	397-408
On the Reusability of Sentiment Analysis Datasets in Applications with Dissimilar Contexts *S. Sarlis, Ilias Maglogiannis*	409-418
Opinion Mining of Consumer Reviews Using Deep Neural Networks with Word-Sentiment Associations *Petr Hajek, Aliaksandr Barushka, Michal Munk*	419-429
Sentiment Analysis on Movie Scripts and Reviews *Paschalis Frangidis, Konstantinos Georgiou, Stefanos Papadopoulos*	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, Kali Tzortzi, A. Argyros, Dimitrios Kosmopoulos*	439-451
Promoting Diversity in Content Based Recommendation Using Feature Weighting and LSH *Dimosthenis Beleveslis, Christos Tjortjis*	452-461

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Classification

Clustering/Unsupervised Learning/Analytics

Image Processing

Image processing

Learning Algorithms

Learning algorithms

Neural Network Modeling

Object Tracking/Object Detection Systems

Ontologies/AI

Sentiment Analysis/Recommender Systems

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