| 2021 | Outperforming Clinical Practices in Breast Cancer Detection: A Superior Dense Neural Network in Classification and False Negative Reduction. | Patrick Bujok, Maria Jensen, Steffen M. Larsen, Robert A. Alphinas |
| 2021 | Guided-Generative Network for noise detection in Monte-Carlo rendering. | Jrme Buisine, Fabien Teytaud, Samuel Delepoulle, Christophe Renaud |
| 2021 | Kernel Factorisation Machines. | Francois Buet-Golfouse, Islam Utyagulov |
| 2021 | End-to-End Optimized Arrhythmia Detection Pipeline using Machine Learning for Ultra-Edge Devices. | Sideshwar J. B, Sachin Krishan T, Vishal Nagarajan, Shanthakumar S, Vineeth Vijayaraghavan |
| 2021 | Sentiment Analysis of StockTwits Using Transformer Models. | Aysun Bozanta, Sabrina Angco, Mucahit Cevik, Ayse Basar |
| 2021 | Decoder Transformer for Temporally-Embedded Health Outcome Predictions. | Omar Boursalie, Reza Samavi, Thomas E. Doyle |
| 2021 | A Deep Learning-based Approach for Real-time Facemask Detection. | Wadii Boulila, Ayyub Alzahem, Aseel Almoudi, Muhanad Afifi, Ibrahim Alturki, Maha Driss |
| 2021 | From images in the wild to video-informed image classification. | Marc Bhlen, Raunaq Jain, Wawan Sujarwo, Varun Chandola |
| 2021 | Bank transactions embeddings help to uncover current macroeconomics. | Maria Begicheva, Alexey Zaytsev |
| 2021 | Universal Adversarial Attack on Deep Learning Based Prognostics. | Arghya Basak, Pradeep Rathore, Sri Harsha Nistala, Sagar Srinivas, Venkataramana Runkana |
| 2021 | Active Learning of Markov Decision Processes using Baum-Welch algorithm. | Giovanni Bacci, Anna Inglfsdttir, Kim G. Larsen, Raphal Reynouard |
| 2021 | Argue to Learn: Accelerated Argumentation-Based Learning. | Hamed Ayoobi, Ming Cao, Rineke Verbrugge, Bart Verheij |
| 2021 | Anomaly Detection of actual IoT traffic flows through Deep Learning. | Lerina Aversano, Mario Luca Bernardi, Marta Cimitile, Riccardo Pecori |
| 2021 | Auto-encoder LSTM for Li-ion SOH prediction: a comparative study on various benchmark datasets. | Paul Audin, Ins Jorge, Tedjani Mesbahi, Ahmed Samet, Franois de Bertrand de Beuvron, Romuald Bon |
| 2021 | Classifying Challenging Behaviors in Autism Spectrum Disorder with Word Embeddings. | Abigail Atchison, Gabriela Pinto, Ali Woodward, Elizabeth Stevens, Dennis Dixon, Erik Linstead |
| 2021 | Identifying Catheter and Line Position in Chest X-Rays Using GANs. | Milan Aryal, Nasim Yahyasoltani |
| 2021 | A Data-driven Affective Text Classification Analysis. | Saeid Pourroostaei Ardakani, Can Zhou, Xuting Wu, Yingrui Ma, Jizhou Che |
| 2021 | Ensembles of Long Short-Term Memory Experts for Streaming Data with Sudden Concept Drift. | Sabine Apfeld, Alexander Charlish, Gerd Ascheid |
| 2021 | Learning Medical Risk Scores for Pediatric Appendicitis. | Pedro Roig Aparicio, Ricards Marcinkevics, Patricia Reis Wolfertstetter, Sven Wellmann, Christian Knorr, Julia E. Vogt |
| 2021 | Character-level Adversarial Examples in Arabic. | Basemah Alshemali, Jugal Kalita |
| 2021 | Deep Learning Applied on Renewable Energy Forecasting Towards Supply-Demand Matching. | Abdulaziz Almalaq, Aymen Alshammarry, Bader Al-Anzi, Fahad Alharbi, Mohammed Alshudukhi |
| 2021 | Voting Heterogeneous Ensemble for Code Smell Detection. | Hamoud Aljamaan |
| 2021 | Counter-factual Analysis of On-Line Math Tutoring Impact on Low-income High School Students. | Maher Alhossaini, Mohammed Aloqeely |
| 2021 | Homology Preserving Graph Compression. | Mehmet Emin Aktas, Thu Nguyen, Esra Akbas |
| 2021 | Influential nodes detection in complex networks via diffusion Frchet function. | Mehmet Emin Aktas, Sidra Jawaid, Ebony Harrington, Esra Akbas |