| 2022 | Predicting anxiety treatment outcomes with machine learning. | Marija Stanojevic, Lesley A. Norris, Philip C. Kendall, Zoran Obradovic |
| 2022 | Smooth Trajectory Collision Avoidance through Deep Reinforcement Learning. | Sirui Song, Kirk Saunders, Ye Yue, Jundong Liu |
| 2022 | Safe Reinforcement Learning for LiDAR-based Navigation via Control Barrier Function. | Lixing Song, Luke Ferderer, Shaoen Wu |
| 2022 | Exploring Edge Machine Learning-based Stress Prediction using Wearable Devices. | Sang-Hun Sim, Tara Paranjpe, Nicole Roberts, Ming Zhao |
| 2022 | Rethinking of Domain Users Control in Computer Vision Pipelines by Customized Attention. | Majid Shirazi, Georgij Safronov, Amr Rizk |
| 2022 | Spars Kernelized Features for Prediction of Rock's Carbon Capture using 3D X-Ray Images. | Sara Sharifzadeh |
| 2022 | Bad Citrus: Reducing Adversarial Costs with Model Distances. | Giorgio Severi, Will Pearce, Alina Oprea |
| 2022 | Mixed Time-Frame Training for Reinforcement Learning. | Gautham Senthilnathan |
| 2022 | Cost-sensitive Hierarchical Clustering for Dynamic Classifier Selection. | Meinolf Sellmann, Tapan Shah |
| 2022 | Predicting ME/CFS After Infectious Mononucleosis Using Cytokine Network Correlations. | Jennifer Schwabe, Chelsea Hua, Emma M. Allen, Leonard A. Jason, Jacob Furst, Daniela Raicu |
| 2022 | Cluster Management of Scientific Literature in HSTOOL. | Johan Schubert, Ulrika Wickenberg Bolin |
| 2022 | Understanding Linguistic Variations in Neutral and Strongly Opinionated Reviews. | Salim Sazzed |
| 2022 | W-Transformers: A Wavelet-based Transformer Framework for Univariate Time Series Forecasting. | Lena Sasal, Tanujit Chakraborty, Abdenour Hadid |
| 2022 | Bayesian Sequential Optimal Experimental Design for Linear Regression with Reinforcement Learning. | Fadil Santosa, Loren Anderson |
| 2022 | Sat2rain: Multiple Satellite Images to Rainfall Amounts Conversion By Improved GAN. | Hidetomo Sakaino, Atsushi Higuchi |
| 2022 | DeepReject and DeepRoad: Road Condition Recognition and Classification Under Adversarial Conditions. | Hidetomo Sakaino |
| 2022 | Uncertainty Prediction for Facial Action Units Recognition under Degraded Conditions. | Junya Saito, Sachihiro Youoku, Ryosuke Kawamura, Akiyoshi Uchida, Kentaro Murase, Xiaoyu Mi |
| 2022 | Towards Fairness and Interpretability: Clinical Decision Support for Acute Coronary Syndrome. | Himanshu S. Sahoo, Nicholas Ingraham, Greg M. Silverman, John Sartori |
| 2022 | Lung Nodules Identification in CT Scans Using Multiple Instance Learning. | Wiem Safta, Hichem Frigui |
| 2022 | HeteroGenius: An Improvised 'Intelligence' in Heterogeneous Graph Transformers. | Nafiz Sadman, Akib Sadmanee, Kishor Datta Gupta, Roy George |
| 2022 | Deformable Registration of Low-overlapping Medical Images. | Bertram Sabrowsky-Hirsch, Bernhard Schenkenfelder, Christoph Klug, Gernot Reishofer, Josef Scharinger |
| 2022 | Deep Learning Based Re-Identification of Wooden Euro-pallets. | Jrme Rutinowski, Christian Pionzewski, Tim Chilla, Christopher Reining, Michael ten Hompel |
| 2022 | Causal Inference for Personalized Treatment Effect Estimation for given Machine Learning Models. | Johannes Rust, Serge Autexier |
| 2022 | Safe Robot Navigation Using Constrained Hierarchical Reinforcement Learning. | Felippe Schmoeller Roza, Hassan Rasheed, Karsten Roscher, Xiangyu Ning, Stephan Gnnemann |
| 2022 | Sentence Similarity Recognition in Portuguese from Multiple Embedding Models. | Ana Carolina Rodrigues, Ricardo M. Marcacini |