| 2021 | Drilling Operations Classification Utilizing Data Fusion and Machine Learning Techniques. | Marzieh Zare, Jussi-Pekka Lehtinen, Hesam Jafarian, Ari Visa, Liisa Aha |
| 2021 | Squeeze-and-Threshold Based Quantization for Low-Precision Neural Networks. | Binyi Wu, Bernd Waschneck, Christian Mayr |
| 2021 | Automatic Facial Expression Neutralisation Using Generative Adversarial Network. | Grina Wiem, Douik Ali |
| 2021 | A Multi-modal Audience Analysis System for Predicting Popularity of Online Videos. | Alexandros Vrochidis, Nikolaos Dimitriou, Stelios Krinidis, Savvas Panagiotidis, Stathis Parcharidis, Dimitrios Tzovaras |
| 2021 | Addressing Computer Vision Challenges Using an Active Learning Framework. | Christina Tzogka, Ioannis Refanidis |
| 2021 | Anomaly Detection by Robust Feature Reconstruction. | Ron Triepels |
| 2021 | fNIRS-Based BCI Using Deep Neural Network with an Application to Deduce the Driving Mode Based on the Driver's Mental State. | Kazuhiko Takahashi, Reo Yokono, Chang Chu, Gauvain Huve, Masafumi Hashimoto |
| 2021 | Efficient Realistic Data Generation Framework Leveraging Deep Learning-Based Human Digitization. | Charalampos Symeonidis, Paraskevi Nousi, Pavlos Tosidis, Konstantinos Tsampazis, Nikolaos Passalis, Anastasios Tefas, Nikos Nikolaidis |
| 2021 | A Novel CNN-LSTM Hybrid Architecture for the Recognition of Human Activities. | Sofia Stylianou-Nikolaidou, Ioannis Vernikos, Eirini Mathe, Evaggelos Spyrou, Phivos Mylonas |
| 2021 | Deep Learning Topology-Preserving EEG-Based Images for Autism Detection in Infants. | Cosmin Stamate, George D. Magoulas, Michael S. C. Thomas |
| 2021 | Deep Learning for Water Quality Classification in Water Distribution Networks. | Essa Q. Shahra, Wenyan Wu, Shadi Basurra, Stamatia Rizou |
| 2021 | Event-Detection Deep Neural Network for OTDR Trace Analysis. | Davide Rutigliano, Giacomo Boracchi, Pietro Invernizzi, Enrico Sozio, Cesare Alippi, Stefano Binetti |
| 2021 | Using Artificial Neural Network to Provide Realistic Lifting Capacity in the Mobile Crane Simulation. | Simon Roysson, Taufik Akbar Sitompul, Rikard Lindell |
| 2021 | Inverse Kinematics via a Network Ensemble and Learning Method. | Joshua Ramayrat, Teng-Sheng Moh |
| 2021 | A Hybrid Deep Learning Ensemble for Cyber Intrusion Detection. | Anastasios Panagiotis Psathas, Lazaros Iliadis, Antonios Papaleonidas, Dimitris Bountas |
| 2021 | Recommender Systems Algorithm Selection Using Machine Learning. | Nikolaos Polatidis, Stelios Kapetanakis, Elias Pimenidis |
| 2021 | Image Pre-processing and Segmentation for Real-Time Subsea Corrosion Inspection. | Craig Pirie, Carlos Francisco Moreno-Garca |
| 2021 | Incentivizing Participation to Distributed Neural Network Training. | Spyridon Nikolaidis, Ioannis Refanidis |
| 2021 | A Fuzzy Approach to Identity Resolution. | Asif Nawaz, Hassan B. Kazemian |
| 2021 | Real-Time Multimodal Emotion Classification System in E-Learning Context. | Arijit Nandi, Fatos Xhafa, Laia Subirats, Santi Fort |
| 2021 | Data Fusion for Deep Learning on Transport Mode Detection: A Case Study. | Hugues Moreau, Andrea Vassilev, Liming Chen |
| 2021 | Do Weibo Platform Experts Perform Better at Predicting Stock Market? | Ziyuan Ma, Conor Ryan, Jim Buckley, Muslim Chochlov |
| 2021 | Early Prediction of COVID-19 Onset by Fuzzy-Neuro Inference. | Mario Malcangi |
| 2021 | An Artificial Intelligence System for Endotracheal Intubation Confirmation. | Dror Lederman |
| 2021 | Deep Learning Modeling of Groundwater Pollution Sources. | Yiannis N. Kontos, Theodosios Kassandros, Konstantinos L. Katsifarakis, Kostas D. Karatzas |