AIAI

Publications

2021

Mahnaz Olfati, Kiran Parmar
Deep Learning and AI for 5G Technology: Paradigms. AIAI (2021)
Stefan Reitmann, Elena V. Kudryashova, Bernhard Jung, Volker Reitmann
Classification of Point Clouds with Neural Networks and Continuum-Type Memories. AIAI (2021)
Michael Marountas, Georgios Drakopoulos, Phivos Mylonas, Spyros Sioutas
Recommending Database Architectures for Social Queries: A Twitter Case Study. AIAI (2021)
Abel Yeboah-Ofori, Haralambos Mouratidis, Umar Ismai, Shareeful Islam, Spyridon Papastergiou
Cyber Supply Chain Threat Analysis and Prediction Using Machine Learning and Ontology. AIAI (2021)
Nikolaos Passalis, S. Seficha, Avraam Tsantekidis, Anastasios Tefas
Learning Sentiment-Aware Trading Strategies for Bitcoin Leveraging Deep Learning-Based Financial News Analysis. AIAI (2021)
Yu-Shan Tai, Yi-Ta Chen, An-Yeu Andy Wu
Scalable NPairLoss-Based Deep-ECG for ECG Verification. AIAI (2021)
Rapheal Olaniyan, Daniel Stamate, Ida M. Pu
A Two-Step Optimised BERT-Based NLP Algorithm for Extracting Sentiment from Financial News. AIAI (2021)
Iakovos T. Michailidis, Athanasios Ch. Kapoutsis, Elias B. Kosmatopoulos, Yiannis S. Boutalis
Dynamic Plume Tracking Utilizing Symbiotic Heterogeneous Remote Sensing Platforms. AIAI (2021)
Jirí Martínek, Christophe Cerisara, Pavel Král, Ladislav Lenc
Cross-Lingual Approaches for Task-Specific Dialogue Act Recognition. AIAI (2021)
Vishnu Manasa Devagiri, Veselka Boeva, Shahrooz Abghari
A Multi-view Clustering Approach for Analysis of Streaming Data. AIAI (2021)
Hind Hamla, Khadoudja Ghanem
Comparative Study of Embedded Feature Selection Methods on Microarray Data. AIAI (2021)
Petr Hájek, Vladimír Olej, Wojciech Froelich, Josef Novotny
Intuitionistic Fuzzy Neural Network for Time Series Forecasting - The Case of Metal Prices. AIAI (2021)
Bernhard G. Humm, Alexander Zender
An Ontology-Based Concept for Meta AutoML. AIAI (2021)
Aigli Korfiati, Giorgos Livanos, Christos Konstantinou, Sophia Georgiou, George Sakellaropoulos
ebioMelDB: Multi-modal Database for Melanoma and Its Application on Estimating Patient Prognosis. AIAI (2021)
Bernhard Haas, Alexander Wendt, Axel Jantsch, Matthias Wess
Neural Network Compression Through Shunt Connections and Knowledge Distillation for Semantic Segmentation Problems. AIAI (2021)
Vincenzo Iannino, Valentina Colla, Alessandro Maddaloni, Jens Brandenburger, Ahmad Rajabi, Andreas Wolff, Joaquín Ordieres, Miguel Gutierrez, Erwin Sirovnik, Dirk Mueller, Christoph Schirm
Improving the Flexibility of Production Scheduling in Flat Steel Production Through Standard and AI-Based Approaches: Challenges and Perspectives. AIAI (2021)
Dimitris Tsiktsiris, Antonios Lalas, Minas Dasygenis, Konstantinos Votis, Dimitrios Tzovaras
Enhanced Security Framework for Enabling Facial Recognition in Autonomous Shuttles Public Transportation During COVID-19. AIAI (2021)
Gentry Atkinson, Vangelis Metsis
A Survey of Methods for Detection and Correction of Noisy Labels in Time Series Data. AIAI (2021)
Alexia Avramidou, Christos Tjortjis
Emissions for Buildings Using Regression and Classification. AIAI (2021)
Bertram Sabrowsky-Hirsch, Roxana-Maria Holom, Christian Gusenbauer, Michael Reiter, Florian Reiterer, Ricardo Fernández Gutiérrez, Josef Scharinger
Automatic Classification of XCT Images in Manufacturing. AIAI (2021)
Qian Zhang, Badong Chen
Robust Pose Estimation Based on Maximum Correntropy Criterion. AIAI (2021)
Nikola Zubic, Pietro Liò
An Effective Loss Function for Generating 3D Models from Single 2D Image Without Rendering. AIAI (2021)
Georgios Theodoridis, Athanasios Tsadiras
Using Machine Learning Methods to Predict Subscriber Churn of a Web-Based Drug Information Platform. AIAI (2021)
Anne H. H. Ngu, Shaun Coyne, Priyanka Srinivas, Vangelis Metsis
Collaborative Edge-Cloud Computing for Personalized Fall Detection. AIAI (2021)
Nikolaos Stylianou, Panagiotis Kosmoliaptsis, Ioannis P. Vlahavas
Improved Biomedical Entity Recognition via Longer Context Modeling. AIAI (2021)
Gloria Gheno
BIBLIOBICLUSTER: A Bicluster Algorithm for Bibliometrics. AIAI (2021)
S. M. Soliman Hossain, Jyoti Rawat, Doina Logofatu
Analysis and Prediction for House Sales Prices by Using Hybrid Machine Learning Approaches. AIAI (2021)
Ariona Shashaj, Davide Stirparo, Mohammad Kazemi
CEA-TM: A Customer Experience Analysis Framework Based on Contextual-Aware Topic Modeling Approach. AIAI (2021)
Patricia O'Byrne, Patrick Jackman, Damon Berry, Thomas Lee, Michael French, Robert J. Ross
Just-in-Time Biomass Yield Estimation with Multi-modal Data and Variable Patch Training Size. AIAI (2021)
Chi-Tse Huang, Cheng-Yang Chang, Yu-Chuan Chuang, An-Yeu Andy Wu
PQ-HDC: Projection-Based Quantization Scheme for Flexible and Efficient Hyperdimensional Computing. AIAI (2021)
Maria Tzinava, Konstantinos Delibasis, Spyros Kamnis
Self-organizing Maps for Optimized Robotic Trajectory Planning Applied to Surface Coating. AIAI (2021)
James Staley, Matthias Scheutz
Evaluating Task-General Resilience Mechanisms in a Multi-robot Team Task. AIAI (2021)
Will Serrano
Validation and Verification of Data Marketplaces. AIAI (2021)
Gesina Schwalbe
Verification of Size Invariance in DNN Activations Using Concept Embeddings. AIAI (2021)
George Manias, Argyro Mavrogiorgou, Athanasios Kiourtis, Dimosthenis Kyriazis
SemAI: A Novel Approach for Achieving Enhanced Semantic Interoperability in Public Policies. AIAI (2021)
Christian Berghoff, Pavol Bielik, Matthias Neu, Petar Tsankov, Arndt von Twickel
Robustness Testing of AI Systems: A Case Study for Traffic Sign Recognition. AIAI (2021)
Nikolaos Giarelis, Nikos Kanakaris, Nikos I. Karacapilidis
A Comparative Assessment of State-Of-The-Art Methods for Multilingual Unsupervised Keyphrase Extraction. AIAI (2021)
Nikolaos-Ioannis Galanis, Panagiotis Vafiadis, Kostas-Gkouram Mirzaev, George A. Papakostas
Machine Learning Meets Natural Language Processing - The Story so Far. AIAI (2021)
Iordanis Koutsopoulos, Maria Halkidi
Optimization of Multi-stakeholder Recommender Systems for Diversity and Coverage. AIAI (2021)
Konstantinos Demertzis, Lazaros Iliadis, Elias Pimenidis, Nikolaos Tziritas, Maria G. Koziri, Panagiotis Kikiras, Michael Tonkin
Federated Blockchained Supply Chain Management: A CyberSecurity and Privacy Framework. AIAI (2021)
Mincer Alaeddine, Anthony Tannoury
Artificial Intelligence in Music Composition. AIAI (2021)
Stamatios Giannoulakis, Nicolas Tsapatsoulis
Topic Identification via Human Interpretation of Word Clouds: The Case of Instagram Hashtags. AIAI (2021)
Asimina Dimara, Christos-Nikolaos Anagnostopoulos, Konstantinos Kotis, Stelios Krinidis, Dimitrios Tzovaras
BEMS in the Era of Internet of Energy: A Review. AIAI (2021)
Emmanuel G. Pintelas, Ioannis E. Livieris, Nikolaos Barotsis, George Panayiotakis, Panagiotis E. Pintelas
An Autoencoder Convolutional Neural Network Framework for Sarcopenia Detection Based on Multi-frame Ultrasound Image Slices. AIAI (2021)
Yu-Ren Hsiao, Yu-Chuan Chuang, Cheng-Yang Chang, An-Yeu Andy Wu
Hyperdimensional Computing with Learnable Projection for User Adaptation Framework. AIAI (2021)
Gordon Haylett, Zahra Jadidi, Kien Nguyen Thanh
System-Wide Anomaly Detection of Industrial Control Systems via Deep Learning and Correlation Analysis. AIAI (2021)
Will Serrano
The Generative Adversarial Random Neural Network. AIAI (2021)
Filareti 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
The AI4Media Project: Use of Next-Generation Artificial Intelligence Technologies for Media Sector Applications. AIAI (2021)
Sotirios-Filippos Tsarouchis, Argyrios S. Vartholomaios, Ioannis-Panagiotis Bountouridis, Athanasios Karafyllis, Antonios C. Chrysopoulos, Pericles A. Mitkas
Science4Fashion: An Autonomous Recommendation System for Fashion Designers. AIAI (2021)

volume 627, 2021

Artificial Intelligence Applications and Innovations - 17th IFIP WG 12.5 International Conference, AIAI 2021, Hersonissos, Crete, Greece, June 25-27, 2021, Proceedings AIAI 627 (2021)