| 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 | An Exploration of Semi-supervised Text Classification. | Henrik Lien, Daniel Biermann, Fabrizio Palumbo, Morten Goodwin |
| 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 | The Effectiveness of Synchronous Data-parallel Differentiable Architecture Search. | George Kyriakides, Konstantinos G. Margaritis |
| 2022 | Human Activity Recognition Under Partial Occlusion. | Ioannis-Aris Kostis, Eirini Mathe, Evaggelos Spyrou, Phivos Mylonas |
| 2022 | Synopsis of Video Files Using Neural Networks. | Georgi Kostadinov |
| 2022 | Automatic Accent and Gender Recognition of Regional UK Speakers. | Chrisina Jayne, Victor Chang, Jozeene Bailey, Qianwen Ariel Xu |
| 2022 | Generation of Orthogonality for Feature Spaces in the Bio-inspired Neural Networks. | Naohiro Ishii, Toshinori Deguchi, Masashi Kawaguchi, Hiroshi Sasaki, Tokuro Matsuo |
| 2022 | Towards Using Reinforcement Learning for Autonomous Docking of Unmanned Surface Vehicles. | Martin Holen, Else-Line Malene Ruud, Narada Dilp Warakagoda, Morten Goodwin, Paal Engelstad, Kristian Muri Knausgrd |
| 2022 | A Custom State LSTM Cell for Text Classification Tasks. | Giannis Haralabopoulos, Ioannis Anagnostopoulos |
| 2022 | An Accurate Convolutional Neural Networks Approach to Wound Detection for Farmed Salmon. | Aditya Gupta, Even Bringsdal, Nicole Salbuvik, Kristian Muri Knausgrd, Morten Goodwin |
| 2022 | Brain Tumour Segmentation on 3D MRI Using Attention V-Net. | Charul Giri, Jivitesh Sharma, Morten Goodwin |
| 2022 | Development of an Algorithmic Model to Reduce Memory and Learning Deficits on Trisomic Mice. | Eleni Gerasimidi, Lazaros Iliadis |
| 2022 | Enhancements on a Pipeline Approach for Abstract Meaning Representation Parsing. | Alexandru Frasie, Nicoleta-Teodora Vezan, Georgiana Marian, Florin Cristian Macicasan, Camelia Lemnaru |
| 2022 | Novel Decision Forest Building Techniques by Utilising Correlation Coefficient Methods. | Efthyvoulos Drousiotis, Lei Shi, Paul G. Spirakis, Simon Maskell |
| 2022 | Evaluating Acceleration Techniques for Genetic Neural Architecture Search. | Foteini D. Dervisi, George Kyriakides, Konstantinos G. Margaritis |
| 2022 | A Blockchained Secure and Integrity-Preserved Architecture for Military Logistics Operations. | Konstantinos Demertzis, Panagiotis Kikiras, Lazaros Iliadis |
| 2022 | A Gene Ontology-Driven Wide and Deep Learning Architecture for Cell-Type Classification from Single-Cell RNA-seq Data. | Gianmarco Coppola, Antonino Fiannaca, Massimo La Rosa, Laura La Paglia, Alfonso Urso, Salvatore Gaglio |
| 2022 | Complex Layers of Formal Neurons. | Leon Bobrowski |
| 2022 | A Methodology to Manage Structured and Semi-structured Data in Knowledge Oriented Graph. | Valerio Bellandi, Paolo Ceravolo, Giacomo Alberto D'Andrea, Samira Maghool, Stefano Siccardi |
| 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 | On the Suitability of Neural Networks as Building Blocks for the Design of Efficient Learned Indexes. | Domenico Amato, Giosu Lo Bosco, Raffaele Giancarlo |
| 2022 | Online Route Scheduling for a Team of Service Robots with MOEAs and mTSP Model. | Ral Alves, Clnio E. Silva, Jefferson R. Souza |
| 2022 | Reconstructing Electricity Profiles in Submetering Systems Using a GRU-AE Network. | Serafn Alonso, Antonio Morn, Daniel Prez, Miguel A. Prada, Juan Jos Fuertes, Manuel Domnguez |