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| 2022 | A Custom State LSTM Cell for Text Classification Tasks. Giannis Haralabopoulos, Ioannis Anagnostopoulos |
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| 2022 | An Exploration of Semi-supervised Text Classification. Henrik Lien, Daniel Biermann, Fabrizio Palumbo, Morten Goodwin |
| 2022 | An IoT Authentication Framework for Urban Infrastructure Security Using Blockchain and Deep Learning. Anastasios Panagiotis Psathas, Lazaros Iliadis, Antonios Papaleonidas, Dimitris Bountas |
| 2022 | Automatic Accent and Gender Recognition of Regional UK Speakers. Chrisina Jayne, Victor Chang, Jozeene Bailey, Qianwen Ariel Xu |
| 2022 | Autoregressive Deep Learning Models for Bridge Strain Prediction. Anastasios Panagiotis Psathas, Lazaros Iliadis, Dimitra V. Achillopoulou, Antonios Papaleonidas, Nikoleta K. Stamataki, Dimitris Bountas, Ioannis M. Dokas |
| 2022 | Brain Tumour Segmentation on 3D MRI Using Attention V-Net. Charul Giri, Jivitesh Sharma, Morten Goodwin |
| 2022 | Complex Layers of Formal Neurons. Leon Bobrowski |
| 2022 | Development of an Algorithmic Model to Reduce Memory and Learning Deficits on Trisomic Mice. Eleni Gerasimidi, Lazaros Iliadis |
| 2022 | Discriminant Analysis on a Stream of Features. Jan Motl, Pavel Kordík |
| 2022 | Echo State Networks in Data Marketplaces for Digital Content Creation. Will Serrano |
| 2022 | Efficient Approaches for Data Augmentation by Using Generative Adversarial Networks. Pretom Kumar Saha, Doina Logofatu |
| 2022 | Engineering Applications of Neural Networks - 23rd International Conference, EAAAI/EANN 2022, Chersonissos, Crete, Greece, June 17-20, 2022, Proceedings Lazaros Iliadis, Chrisina Jayne, Anastasios Tefas, Elias Pimenidis |
| 2022 | Enhancements on a Pipeline Approach for Abstract Meaning Representation Parsing. Alexandru Frasie, Nicoleta-Teodora Vezan, Georgiana Marian, Florin Cristian Macicasan, Camelia Lemnaru |
| 2022 | Evaluating Acceleration Techniques for Genetic Neural Architecture Search. Foteini D. Dervisi, George Kyriakides, Konstantinos G. Margaritis |
| 2022 | Generation of Orthogonality for Feature Spaces in the Bio-inspired Neural Networks. Naohiro Ishii, Toshinori Deguchi, Masashi Kawaguchi, Hiroshi Sasaki, Tokuro Matsuo |
| 2022 | Ground Penetrating Radar Fourier Pre-processing for Deep Learning Tunnel Defects' Automated Classification. Giulia Marasco, Marco M. Rosso, Salvatore Aiello, Angelo Aloisio, Giansalvo Cirrincione, Bernardino Chiaia, Giuseppe Carlo Marano |
| 2022 | Human Activity Recognition Under Partial Occlusion. Ioannis-Aris Kostis, Eirini Mathe, Evaggelos Spyrou, Phivos Mylonas |
| 2022 | ITSC Fault Diagnosis in Permanent Magnet Synchronous Motor Drives Using Shallow CNNs. Vera Szabo, Saeed Hasan Ebrahimi, Martin Choux, Morten Goodwin |
| 2022 | Improving Binary Semantic Scene Segmentation for Robotics Applications. Maria Tzelepi, Nikolaos Tragkas, Anastasios Tefas |
| 2022 | Learning Image Captioning as a Structured Transduction Task. Davide Bacciu, Davide Serramazza |
| 2022 | Multi-track Transfer Reinforcement Learning for Power Consumption Management of Building Multi-type Air-Conditioners. Yoshifumi Aoki, Satoshi Goto, Yusuke Takahashi, Chuzo Ninagawa, Junji Morikawa |
| 2022 | Novel Decision Forest Building Techniques by Utilising Correlation Coefficient Methods. Efthyvoulos Drousiotis, Lei Shi, Paul G. Spirakis, Simon Maskell |
| 2022 | On Forecasting Project Activity Durations with Neural Networks. Peter Zachares, Vahan Hovhannisyan, Carlos Ledezma, Joao Gante, Alan Mosca |
| 2022 | On the Suitability of Neural Networks as Building Blocks for the Design of Efficient Learned Indexes. Domenico Amato, Giosuè Lo Bosco, Raffaele Giancarlo |
| 2022 | Online Route Scheduling for a Team of Service Robots with MOEAs and mTSP Model. Raúl Alves, Clênio E. Silva, Jefferson R. Souza |
| 2022 | Predicting Seriousness of Injury in a Traffic Accident: A New Imbalanced Dataset and Benchmark. Paschalis Lagias, George D. Magoulas, Ylli Prifti, Alessandro Provetti |
| 2022 | Reconstructing Electricity Profiles in Submetering Systems Using a GRU-AE Network. Serafín Alonso, Antonio Morán, Daniel Pérez, Miguel A. Prada, Juan José Fuertes, Manuel Domínguez |
| 2022 | Route Scheduling System for Multiple Self-driving Cars Using K-means and Bio-inspired Algorithms. Clênio E. Silva, Tiago S. César, Iago Pachêco Gomes, Júnior A. R. Silva, Denis F. Wolf, Raulcezar M. F. Alves, Jefferson R. Souza |
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| 2022 | Supporting Patient Nutrition in Critical Care Units. Kamran Soomro, Elias Pimenidis, Christopher J. McWilliams |
| 2022 | Synopsis of Video Files Using Neural Networks. Georgi Kostadinov |
| 2022 | Text Analysis of COVID-19 Tweets. Panagiotis C. Theocharopoulos, Anastasia Tsoukala, Spiros V. Georgakopoulos, Sotiris K. Tasoulis, Vassilis P. Plagianakos |
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