| 2022 | A Modularized Framework for Explaining Black Box Classifiers for Text Data. | Mahtab Sarvmaili, Riccardo Guidotti, Anna Monreale, Amlcar Soares, Zahra Sadeghi, Fosca Giannotti, Dino Pedreschi, Stan Matwin |
| 2022 | Heterogeneous Patient Graph Embedding in Readmission Prediction. | Hirad Daneshvar, Reza Samavi |
| 2022 | On the Influence of Annotation Quality in Suicidal Risk Assessment from Text. | Fanny Rancourt, Diego Maupom, Marie-Jean Meurs |
| 2022 | Bridging Reality Gap Between Virtual and Physical Robot through Domain Randomization and Induced Noise. | Mahesh Ranaweera, Qusay H. Mahmoud |
| 2022 | An empirical study on probabilistic forecasting for predicting city-wide electricity consumption. | Syed Rafayal, Mucahit Cevik, Derya Kici |
| 2022 | Dataset Augmentation Using Back-Translation to Improve Early Stage Dialog Systems. | Marc Queudot, Louis Marceau, Raouf Moncef Belbahar, Eric Charton, Marie-Jean Meurs |
| 2022 | Quantifying French Document Complexity. | Vincent Primpied, David Beauchemin, Richard Khoury |
| 2022 | A working model for textual Membership Query Synthesis. | Frdric Piedboeuf, Philippe Langlais |
| 2022 | Using Change Detection to Adapt to Dynamically Changing Trustees. | Elham Parhizkar, Mohammad Hossein Nikravan, Robert C. Holte, Sandra Zilles |
| 2022 | Detecting Flashover in a Room Fire based on the Sequence of Thermal Infrared Images using Convolutional Neural Networks. | Mohammad Hamed Mozaffari, Yuchuan Li, Yoon Ko |
| 2022 | Automatic Detection of Behaviours of Risk in People with Dementia using Unsupervised Deep Learning. | Pratik K. Mishra |
| 2022 | Adaptive Confidence Calibration. | David Meger, Jonathan Pearce |
| 2022 | Efficiency of Algorithmic Policing Tools: a nod to C.N. Parkinson. | Margaret H. McKay, Rene Richard |
| 2022 | AI Transparency in a Real-World Context: What we can learn from past examples of algorithmic and statistical decision-making. | Margaret H. McKay |
| 2022 | Software requirement specific entity extraction using transformer models. | Garima Malik, Mucahit Cevik, Swayami Bera, Savas Yildirim, Devang Parikh, Ayse Basar |
| 2022 | Evaluating Explanation Correctness in Legal Decision Making. | Chu Fei Luo, Rohan Bhambhoria, Samuel Dahan, Xiaodan Zhu |
| 2022 | Prediction of Host-Pathogen RNA Interaction From RNA Sequences and Dual RNA-seq Data using Variational Autoencoders and Supervised Machine Learning Methods. | Nima Barani Lonbani |
| 2022 | Stacked Bidirectional LSTM for Predicting Emission of Nitrous Oxide. | Ci Lin, Tet Hin Yeap, Iluju Kiringa |
| 2022 | An empirical study of scoring functions for learning Bayesian networks in model averaging. | Zhenyu A. Liao, Charupriya Sharma, Dongshu Luo, Peter van Beek |
| 2022 | On identifying significant edges for structure learning in Bayesian networks. | Zhenyu Liao, Junyao Duan, Peter van Beek |
| 2022 | Using Machine Learning Algorithms to Predict the Effects of Substituents on Molecular Properties and Structures. | Shane Leonard |
| 2022 | Multi-Scale Identity-Preserving Image-to-Image Translation Network for Low-Resolution Face Recognition. | Vahid Reza Khazaie, Nicky Bayat, Yalda Mohsenzadeh |
| 2022 | Binary Classification with Minimum Observations. | Shamir Towsif Khandaker, Aminul Islam |
| 2022 | Contextual Query Expansion for Conducting Technology-Assisted Biomedical Reviews. | Ayesha Khader, Hamid Sajjadi, Faezeh Ensan |
| 2022 | Theoretical Connection between Locally Linear Embedding, Factor Analysis, and Probabilistic PCA. | Benyamin Ghojogh, Ali Ghodsi, Fakhri Karray, Mark Crowley |