Table of Contents

• 'If Only I Would Have Done that...': A Controlled Adaptive Network Model for Learning by Counterfactual ThinkingRaj Bhalwankar, Jan Treur. 3-16 [doi]
• A Computational Model for the Second-Order Adaptive Causal Relationships Between Anxiety, Stress and Physical ExerciseLars Rass, Jan Treur. 17-29 [doi]
• ebioMelDB: Multi-modal Database for Melanoma and Its Application on Estimating Patient PrognosisAigli Korfiati, Giorgos Livanos, Christos Konstantinou, Sophia Georgiou, George Sakellaropoulos. 33-44 [doi]
• Improved Biomedical Entity Recognition via Longer Context ModelingNikolaos Stylianou, Panagiotis Kosmoliaptsis, Ioannis P. Vlahavas. 45-56 [doi]
• Scalable NPairLoss-Based Deep-ECG for ECG VerificationYu-Shan Tai, Yi-Ta Chen, An-Yeu Andy Wu. 57-68 [doi]
• Comparative Study of Embedded Feature Selection Methods on Microarray DataHind Hamla, Khadoudja Ghanem. 69-77 [doi]
• The AI4Media Project: Use of Next-Generation Artificial Intelligence Technologies for Media Sector ApplicationsFilareti Tsalakanidou, Symeon Papadopoulos, Vasileios Mezaris, Ioannis Kompatsiaris, Birgit Gray, Danae Tsabouraki, Maritini Kalogerini, Fulvio Negro, Maurizio Montagnuolo, Jesse de Vos, Philo van Kemenade, Daniele Gravina, Rémi Mignot, Alexey Ozerov, François Schnitzler, Artur Garcia-Sáez, Georgios N. Yannakakis, Antonios Liapis, Georgi Kostadinov. 81-93 [doi]
• Regression Predictive Model to Analyze Big Data Analytics in Supply Chain ManagementElena Puica. 94-101 [doi]
• An Automated Machine Learning Approach for Predicting Chemical Laboratory Material ConsumptionAntónio João Silva, Paulo Cortez 0001. 105-116 [doi]
• An Ontology-Based Concept for Meta AutoMLBernhard G. Humm, Alexander Zender. 117-128 [doi]
• Object Migration Automata for Non-equal Partitioning Problems with Known Partition SizesRebekka Olsson Omslandseter, Lei Jiao, B. John Oommen. 129-142 [doi]
• Enhanced Security Framework for Enabling Facial Recognition in Autonomous Shuttles Public Transportation During COVID-19Dimitris Tsiktsiris, Antonios Lalas, Minas Dasygenis, Konstantinos Votis, Dimitrios Tzovaras. 145-154 [doi]
• Evaluating Task-General Resilience Mechanisms in a Multi-robot Team TaskJames Staley, Matthias Scheutz. 155-166 [doi]
• A Multi-view Clustering Approach for Analysis of Streaming DataVishnu Manasa Devagiri, Veselka Boeva, Shahrooz Abghari. 169-183 [doi]
• Efficient Approaches for Density-Based Spatial Clustering of Applications with NoisePretom Kumar Saha, Doina Logofatu. 184-195 [doi]
• Self-organizing Maps for Optimized Robotic Trajectory Planning Applied to Surface CoatingMaria Tzinava, Konstantinos Delibasis, Spyros Kamnis. 196-206 [doi]
• An Autoencoder Convolutional Neural Network Framework for Sarcopenia Detection Based on Multi-frame Ultrasound Image SlicesEmmanuel G. Pintelas, Ioannis E. Livieris, Nikolaos Barotsis, George Panayiotakis 0001, Panagiotis E. Pintelas. 209-219 [doi]
• Automatic Classification of XCT Images in ManufacturingBertram Sabrowsky-Hirsch, Roxana-Maria Holom, Christian Gusenbauer, Michael Reiter, Florian Reiterer, Ricardo Fernández Gutiérrez, Josef Scharinger. 220-231 [doi]
• Cross-Lingual Approaches for Task-Specific Dialogue Act RecognitionJirí Martínek, Christophe Cerisara, Pavel Král, Ladislav Lenc. 232-242 [doi]
• Just-in-Time Biomass Yield Estimation with Multi-modal Data and Variable Patch Training SizePatricia O'Byrne, Patrick Jackman, Damon Berry, Thomas Lee, Michael French, Robert J. Ross. 243-255 [doi]
• Robustness Testing of AI Systems: A Case Study for Traffic Sign RecognitionChristian Berghoff, Pavol Bielik, Matthias Neu, Petar Tsankov, Arndt von Twickel. 256-267 [doi]
• BIBLIOBICLUSTER: A Bicluster Algorithm for BibliometricsGloria Gheno. 271-282 [doi]
• Topic Identification via Human Interpretation of Word Clouds: The Case of Instagram HashtagsStamatios Giannoulakis, Nicolas Tsapatsoulis. 283-294 [doi]
• A Comparative Study of Deep Learning Techniques for Financial Indices PredictionArgyrios P. Ketsetsis, Konstantinos M. Giannoutakis, Georgios Spanos, Nikolaos Samaras, Dimitrios Hristu-Varsakelis, Dimitrios Thomas, Dimitrios Tzovaras. 297-308 [doi]
• An Effective Loss Function for Generating 3D Models from Single 2D Image Without RenderingNikola Zubic, Pietro Liò. 309-322 [doi]
• Collaborative Edge-Cloud Computing for Personalized Fall DetectionAnne H. H. Ngu, Shaun Coyne, Priyanka Srinivas, Vangelis Metsis. 323-336 [doi]
• Deep Dense and Convolutional Autoencoders for Machine Acoustic Anomaly DetectionGabriel Coelho, Pedro Pereira, Luís Miguel Matos, Alexandrine Ribeiro, Eduardo C. Nunes, André L. Ferreira, Paulo Cortez 0001, André Luiz Pilastri. 337-348 [doi]
• Neural Network Compression Through Shunt Connections and Knowledge Distillation for Semantic Segmentation ProblemsBernhard Haas, Alexander Wendt, Axel Jantsch, Matthias Wess. 349-361 [doi]
• System-Wide Anomaly Detection of Industrial Control Systems via Deep Learning and Correlation AnalysisGordon Haylett, Zahra Jadidi, Kien Nguyen Thanh. 362-373 [doi]
• Verification of Size Invariance in DNN Activations Using Concept EmbeddingsGesina Schwalbe. 374-386 [doi]
• Artificial Intelligence in Music CompositionMincer Alaeddine, Anthony Tannoury. 387-397 [doi]
• Deep Learning and AI for 5G Technology: ParadigmsMahnaz Olfati, Kiran Parmar. 398-407 [doi]
• Intuitionistic Fuzzy Neural Network for Time Series Forecasting - The Case of Metal PricesPetr Hájek 0002, Vladimír Olej, Wojciech Froelich, Josef Novotny. 411-422 [doi]
• PQ-HDC: Projection-Based Quantization Scheme for Flexible and Efficient Hyperdimensional ComputingChi-Tse Huang, Cheng-Yang Chang, Yu-Chuan Chuang, An-Yeu Andy Wu. 425-435 [doi]
• Hyperdimensional Computing with Learnable Projection for User Adaptation FrameworkYu-Ren Hsiao, Yu-Chuan Chuang, Cheng-Yang Chang, An-Yeu Andy Wu. 436-447 [doi]
• "SAVE" - An Integrated Approach of Personal and Home Safety for Active Assisted LivingSorin-Aurel Moraru, Adrian Alexandru Mosoi, Dominic Mircea Kristaly, Florin Sandu, Dan Floroian, Delia Elisabeta Ungureanu, Liviu Marian Perniu. 451-464 [doi]
• BEMS in the Era of Internet of Energy: A ReviewAsimina Dimara, Christos-Nikolaos Anagnostopoulos, Konstantinos Kotis, Stelios Krinidis, Dimitrios Tzovaras. 465-476 [doi]
• A Survey of Methods for Detection and Correction of Noisy Labels in Time Series DataGentry Atkinson, Vangelis Metsis. 479-493 [doi]
• An Automated Tool to Support an Intelligence Learner Management System Using Learning Analytics and Machine LearningShareeful Islam, Haralambos Mouratidis, Hasan Mahmud. 494-504 [doi]
• Classification of Point Clouds with Neural Networks and Continuum-Type MemoriesStefan Reitmann, Elena V. Kudryashova, Bernhard Jung 0001, Volker Reitmann. 505-517 [doi]
• Cyber Supply Chain Threat Analysis and Prediction Using Machine Learning and OntologyAbel Yeboah-Ofori, Haralambos Mouratidis, Umar Ismai, Shareeful Islam, Spyridon Papastergiou. 518-530 [doi]
• Intelligent Techniques and Hybrid Systems Experiments Using the Acumen Modeling and Simulation EnvironmentSotirios Tzamaras, Stavros Adam, Walid Taha. 531-542 [doi]
• 2 Emissions for Buildings Using Regression and ClassificationAlexia Avramidou, Christos Tjortjis. 543-554 [doi]
• Robust Pose Estimation Based on Maximum Correntropy CriterionQian Zhang, Badong Chen. 555-566 [doi]
• The Generative Adversarial Random Neural NetworkWill Serrano. 567-580 [doi]
• Using Machine Learning Methods to Predict Subscriber Churn of a Web-Based Drug Information PlatformGeorgios Theodoridis, Athanasios Tsadiras. 581-593 [doi]
• Analysis and Prediction for House Sales Prices by Using Hybrid Machine Learning ApproachesS. M. Soliman Hossain, Jyoti Rawat, Doina Logofatu. 594-604 [doi]
• Dynamic Plume Tracking Utilizing Symbiotic Heterogeneous Remote Sensing PlatformsIakovos T. Michailidis, Athanasios Ch. Kapoutsis, Elias B. Kosmatopoulos, Yiannis S. Boutalis. 607-618 [doi]
• Improving the Flexibility of Production Scheduling in Flat Steel Production Through Standard and AI-Based Approaches: Challenges and PerspectivesVincenzo Iannino, Valentina Colla, Alessandro Maddaloni, Jens Brandenburger, Ahmad Rajabi, Andreas Wolff, Joaquin Ordieres, Miguel Gutierrez, Erwin Sirovnik, Dirk Mueller, Christoph Schirm. 619-632 [doi]
• A Comparative Assessment of State-Of-The-Art Methods for Multilingual Unsupervised Keyphrase ExtractionNikolaos Giarelis, Nikos Kanakaris, Nikos I. Karacapilidis. 635-645 [doi]
• An Approach Utilizing Linguistic Features for Fake News DetectionDimitrios Panagiotis Kasseropoulos, Christos Tjortjis. 646-658 [doi]
• CEA-TM: A Customer Experience Analysis Framework Based on Contextual-Aware Topic Modeling ApproachAriona Shashaj, Davide Stirparo, Mohammad Kazemi. 659-672 [doi]
• Machine Learning Meets Natural Language Processing - The Story so FarNikolaos-Ioannis Galanis, Panagiotis Vafiadis, Kostas-Gkouram Mirzaev, George A. Papakostas. 673-686 [doi]
• SemAI: A Novel Approach for Achieving Enhanced Semantic Interoperability in Public PoliciesGeorge Manias, Argyro Mavrogiorgou, Athanasios Kiourtis, Dimosthenis Kyriazis. 687-699 [doi]
• Optimization of Multi-stakeholder Recommender Systems for Diversity and CoverageIordanis Koutsopoulos, Maria Halkidi. 703-714 [doi]
• Recommending Database Architectures for Social Queries: A Twitter Case StudyMichael Marountas, Georgios Drakopoulos, Phivos Mylonas, Spyros Sioutas. 715-728 [doi]
• Science4Fashion: An Autonomous Recommendation System for Fashion DesignersSotirios-Filippos Tsarouchis, Argyrios S. Vartholomaios, Ioannis-Panagiotis Bountouridis, Athanasios Karafyllis, Antonios C. Chrysopoulos, Pericles A. Mitkas. 729-742 [doi]
• A Two-Step Optimised BERT-Based NLP Algorithm for Extracting Sentiment from Financial NewsRapheal Olaniyan, Daniel Stamate, Ida Pu. 745-756 [doi]
• Learning Sentiment-Aware Trading Strategies for Bitcoin Leveraging Deep Learning-Based Financial News AnalysisNikolaos Passalis, S. Seficha, Avraam Tsantekidis, Anastasios Tefas. 757-766 [doi]
• Federated Blockchained Supply Chain Management: A CyberSecurity and Privacy FrameworkKonstantinos Demertzis, Lazaros Iliadis, Elias Pimenidis, Nikolaos Tziritas, Maria G. Koziri, Panagiotis Kikiras, Michael Tonkin. 769-779 [doi]
• Validation and Verification of Data MarketplacesWill Serrano. 780-792 [doi]