Table of Contents
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Artificial Intelligence Applications and Innovations Ilias Maglogiannis, John Macintyre, Lazaros Iliadis |
Front Matter |
Adaptive Modeling/Neuroscience
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‘If Only I Would Have Done that…’: A Controlled Adaptive Network Model for Learning by Counterfactual Thinking Raj Bhalwankar, Jan Treur |
3-16 |
A Computational Model for the Second-Order Adaptive Causal Relationships Between Anxiety, Stress and Physical Exercise Lars Rass, Jan Treur |
17-29 |
AI in Biomedical Applications
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ebioMelDB: Multi-modal Database for Melanoma and Its Application on Estimating Patient Prognosis Aigli Korfiati, Giorgos Livanos, Christos Konstantinou, Sophia Georgiou, George Sakellaropoulos |
33-44 |
Improved Biomedical Entity Recognition via Longer Context Modeling Nikolaos Stylianou, Panagiotis Kosmoliaptsis, Ioannis Vlahavas |
45-56 |
Scalable NPairLoss-Based Deep-ECG for ECG Verification Yu-Shan Tai, Yi-Ta Chen, (andy) An-Yeu Wu |
57-68 |
Comparative Study of Embedded Feature Selection Methods on Microarray Data Hind Hamla, Khadoudja Ghanem |
69-77 |
AI Impacts/Big Data
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The AI4Media Project: Use of Next-Generation Artificial Intelligence Technologies for Media Sector Applications Filareti Tsalakanidou, Symeon Papadopoulos, Vasileios Mezaris, Ioannis Kompatsiaris, Birgit Gray, Danae Tsabouraki, Maritini Kalogerini, Fulvio Negro, Maurizio Montagnuolo, Jesse Vos, Philo Kemenade, Daniele Gravina, Rémi Mignot, Alexey Ozerov, Francois Schnitzler, Artur Garcia-Saez, Georgios Yannakakis, Antonios Liapis, Georgi Kostadinov |
81-93 |
Regression Predictive Model to Analyze Big Data Analytics in Supply Chain Management Elena Puica |
94-101 |
Automated Machine Learning
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An Automated Machine Learning Approach for Predicting Chemical Laboratory Material Consumption António Silva, Paulo Cortez |
105-116 |
An Ontology-Based Concept for Meta AutoML Bernhard Humm, Alexander Zender |
117-128 |
Object Migration Automata for Non-equal Partitioning Problems with Known Partition Sizes Rebekka Omslandseter, Lei Jiao, B. John Oommen |
129-142 |
Autonomous Agents
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Enhanced Security Framework for Enabling Facial Recognition in Autonomous Shuttles Public Transportation During COVID-19 Dimitris Tsiktsiris, Antonios Lalas, Minas Dasygenis, Konstantinos Votis, Dimitrios Tzovaras |
145-154 |
Evaluating Task-General Resilience Mechanisms in a Multi-robot Team Task James Staley, Matthias Scheutz |
155-166 |
Clustering
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A Multi-view Clustering Approach for Analysis of Streaming Data Vishnu Devagiri, Veselka Boeva, Shahrooz Abghari |
169-183 |
Efficient Approaches for Density-Based Spatial Clustering of Applications with Noise Pretom Saha, Doina Logofatu |
184-195 |
Self-organizing Maps for Optimized Robotic Trajectory Planning Applied to Surface Coating Maria Tzinava, Konstantinos Delibasis, Spyros Kamnis |
196-206 |
Convolutional NN
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An Autoencoder Convolutional Neural Network Framework for Sarcopenia Detection Based on Multi-frame Ultrasound Image Slices Emmanuel Pintelas, Ioannis Livieris, Nikolaos Barotsis, George Panayiotakis, Panagiotis Pintelas |
209-219 |
Automatic Classification of XCT Images in Manufacturing Bertram Sabrowsky-Hirsch, Roxana-Maria Holom, Christian Gusenbauer, Michael Reiter, Florian Reiterer, Ricardo Gutiérrez, Josef Scharinger |
220-231 |
Cross-Lingual Approaches for Task-Specific Dialogue Act Recognition Jiří Martínek, Christophe Cerisara, Pavel Král, Ladislav Lenc |
232-242 |
Just-in-Time Biomass Yield Estimation with Multi-modal Data and Variable Patch Training Size Patricia O’byrne, Patrick Jackman, Damon Berry, Thomas Lee, Michael French, Robert Ross |
243-255 |
Robustness Testing of AI Systems: A Case Study for Traffic Sign Recognition Christian Berghoff, Pavol Bielik, Matthias Neu, Petar Tsankov, Arndt Twickel |
256-267 |
Data Mining/Word Counts
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BIBLIOBICLUSTER: A Bicluster Algorithm for Bibliometrics Gloria Gheno |
271-282 |
Topic Identification via Human Interpretation of Word Clouds: The Case of Instagram Hashtags Stamatios Giannoulakis, Nicolas Tsapatsoulis |
283-294 |
Deep Learning
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A Comparative Study of Deep Learning Techniques for Financial Indices Prediction Argyrios Ketsetsis, Konstantinos Giannoutakis, Georgios Spanos, Nikolaos Samaras, Dimitrios Hristu-Varsakelis, Dimitrios Thomas, Dimitrios Tzovaras |
297-308 |
An Effective Loss Function for Generating 3D Models from Single 2D Image Without Rendering Nikola Zubić, Pietro Liò |
309-322 |
Collaborative Edge-Cloud Computing for Personalized Fall Detection Vangelis Metsis, Anne Ngu, Shaun Coyne, Priyanka Srinivas |
323-336 |
Deep Dense and Convolutional Autoencoders for Machine Acoustic Anomaly Detection Gabriel Coelho, Pedro Pereira, Luis Matos, Alexandrine Ribeiro, Eduardo Nunes, André Ferreira, Paulo Cortez, André Pilastri |
337-348 |
Neural Network Compression Through Shunt Connections and Knowledge Distillation for Semantic Segmentation Problems Bernhard Haas, Alexander Wendt, Axel Jantsch, Matthias Wess |
349-361 |
System-Wide Anomaly Detection of Industrial Control Systems via Deep Learning and Correlation Analysis Gordon Haylett, Zahra Jadidi, Kien Thanh |
362-373 |
Verification of Size Invariance in DNN Activations Using Concept Embeddings Gesina Schwalbe |
374-386 |
Artificial Intelligence in Music Composition Mincer Alaeddine, Anthony Tannoury |
387-397 |
Deep Learning and AI for 5G Technology: Paradigms Mahnaz Olfati, Kiran Parmar |
398-407 |
Fuzzy Modeling
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Intuitionistic Fuzzy Neural Network for Time Series Forecasting - The Case of Metal Prices Petr Hajek, Vladimir Olej, Wojciech Froelich, Josef Novotny |
411-422 |
Hyperdimensional Computing
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PQ-HDC: Projection-Based Quantization Scheme for Flexible and Efficient Hyperdimensional Computing Chi-Tse Huang, Cheng-Yang Chang, Yu-Chuan Chuang, An-Yeu Wu |
425-435 |
Hyperdimensional Computing with Learnable Projection for User Adaptation Framework Yu-Ren Hsiao, Yu-Chuan Chuang, Cheng-Yang Chang, An-Yeu Wu |
436-447 |
Internet of Things/Internet of Energy
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“SAVE” – An Integrated Approach of Personal and Home Safety for Active Assisted Living Sorin-Aurel Moraru, Adrian Moșoi, Dominic Kristaly, Florin Sandu, Dan Floroian, Delia Ungureanu, Liviu Perniu |
451-464 |
BEMS in the Era of Internet of Energy: A Review Asimina Dimara, Christos-Nikolaos Anagnostopoulos, Konstantinos Kotis, S. Krinidis, Dimitrios Tzovaras |
465-476 |
Machine Learning
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A Survey of Methods for Detection and Correction of Noisy Labels in Time Series Data Gentry Atkinson, Vangelis Metsis |
479-493 |
An Automated Tool to Support an Intelligence Learner Management System Using Learning Analytics and Machine Learning Shareeful Islam, Haralambos Mouratidis, Hasan Mahmud |
494-504 |
Classification of Point Clouds with Neural Networks and Continuum-Type Memories Stefan Reitmann, Elena Kudryashova, Bernhard Jung, Volker Reitmann |
505-517 |
Cyber Supply Chain Threat Analysis and Prediction Using Machine Learning and Ontology Abel Yeboah-Ofori, Haralambos Mouratidis, Umar Ismai, Shareeful Islam, Spyridon Papastergiou |
518-530 |
Intelligent Techniques and Hybrid Systems Experiments Using the Acumen Modeling and Simulation Environment Sotirios Tzamaras, Stavros Adam, Walid Taha |
531-542 |
Predicting CO2 Emissions for Buildings Using Regression and Classification Alexia Avramidou, Christos Tjortjis |
543-554 |
Robust Pose Estimation Based on Maximum Correntropy Criterion Qian Zhang, Badong Chen |
555-566 |
The Generative Adversarial Random Neural Network Will Serrano |
567-580 |
Using Machine Learning Methods to Predict Subscriber Churn of a Web-Based Drug Information Platform Georgios Theodoridis, Athanasios Tsadiras |
581-593 |
Analysis and Prediction for House Sales Prices by Using Hybrid Machine Learning Approaches S. Hossain, Jyoti Rawat, Doina Logofatu |
594-604 |
Multi Agent Systems
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Dynamic Plume Tracking Utilizing Symbiotic Heterogeneous Remote Sensing Platforms Iakovos Michailidis, Athanasios Kapoutsis, Elias Kosmatopoulos, Yiannis Boutalis |
607-618 |
Improving the Flexibility of Production Scheduling in Flat Steel Production Through Standard and AI-Based Approaches: Challenges and Perspectives Vincenzo Iannino, Valentina Colla, Alessandro Maddaloni, Jens Brandenburger, Ahmad Rajabi, Andreas Wolff, Joaquin Ordieres, Miguel Gutierrez, Erwin Sirovnik, Dirk Mueller, Christoph Schirm |
619-632 |
Natural Language
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A Comparative Assessment of State-Of-The-Art Methods for Multilingual Unsupervised Keyphrase Extraction Nikolaos Giarelis, Nikos Kanakaris, Nikos Karacapilidis |
635-645 |
An Approach Utilizing Linguistic Features for Fake News Detection Dimitrios Kasseropoulos, Christos Tjortjis |
646-658 |
CEA-TM: A Customer Experience Analysis Framework Based on Contextual-Aware Topic Modeling Approach Ariona Shashaj, Davide Stirparo, Mohammad Kazemi |
659-672 |
Machine Learning Meets Natural Language Processing - The Story so Far Nikolaos-Ioannis Galanis, Panagiotis Vafiadis, Kostas-Gkouram Mirzaev, George Papakostas |
673-686 |
SemAI: A Novel Approach for Achieving Enhanced Semantic Interoperability in Public Policies George Manias, Argyro Mavrogiorgou, Athanasios Kiourtis, Dimosthenis Kyriazis |
687-699 |
Recommendation Systems
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Optimization of Multi-stakeholder Recommender Systems for Diversity and Coverage Iordanis Koutsopoulos, Maria Halkidi |
703-714 |
Recommending Database Architectures for Social Queries: A Twitter Case Study Michael Marountas, Georgios Drakopoulos, Phivos Mylonas, Spyros Sioutas |
715-728 |
Science4Fashion: An Autonomous Recommendation System for Fashion Designers Sotirios-Filippos Tsarouchis, Argyrios Vartholomaios, Ioannis-Panagiotis Bountouridis, Athanasios Karafyllis, Antonios Chrysopoulos, Pericles Mitkas |
729-742 |
Sentiment Analysis
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A Two-Step Optimised BERT-Based NLP Algorithm for Extracting Sentiment from Financial News Rapheal Olaniyan, Daniel Stamate, Ida Pu |
745-756 |
Learning Sentiment-Aware Trading Strategies for Bitcoin Leveraging Deep Learning-Based Financial News Analysis N. Passalis, S. Seficha, A. Tsantekidis, A. Tefas |
757-766 |
Smart Blockchain Applications/Cybersecurity
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Federated Blockchained Supply Chain Management: A CyberSecurity and Privacy Framework Konstantinos Demertzis, Lazaros Iliadis, Elias Pimenidis, Nikolaos Tziritas, Maria Koziri, Panagiotis Kikiras, Michael Tonkin |
769-779 |
Validation and Verification of Data Marketplaces Will Serrano |
780-792 |