| 2022 | Transformer-Based Speech Synthesizer Attribution in an Open Set Scenario. | Emily R. Bartusiak, Edward J. Delp |
| 2022 | Improving Robustness: When and How to Minimize or Maximize the Loss Variance. | Valeriu Balaban, Hoda Bidkhori, Paul Bogdan |
| 2022 | Leaf Tar Spot Detection Using RGB Images. | Sriram Baireddy, Da-Young Lee, Carlos Gongora-Canul, Christian D. Cruz, Edward J. Delp |
| 2022 | Temporal Rule-Based Counterfactual Explanations for Multivariate Time Series. | Omar Bahri, Peiyu Li, Soukaina Filali Boubrahimi, Shah Muhammad Hamdi |
| 2022 | On Selection of Optimal Kernel Function for Software Defect Prediction. | Mohammad Azzeh, Ali Bou Nassif, Shadi Banitaan |
| 2022 | An Application of Document Embeddings to Identifying Challenging Behaviors in Autism Spectrum Disorder From Clinical Notes. | Abigail Atchison, Gabriela Pinto, Ali Woodward, Elizabeth Stevens, Dennis Dixon, Erik Linstead |
| 2022 | Exploiting Prototypical Explanations for Undersampling Imbalanced Datasets. | Yusuf Arslan, Kevin Allix, Clment Lefebvre, Andrey Boytsov, Tegawend F. Bissyand, Jacques Klein |
| 2022 | Contactless Low Power Air-Writing Based on FMCW Radar Networks Using Spiking Neural Networks. | Muhammad Arsalan, Tao Zheng, Avik Santra, Vadim Issakov |
| 2022 | Autoencoder Ensemble Method for Botnets Detection on IOT Devices. | Steven E. Arroyo, Shen-Shyang Ho |
| 2022 | Application of Machine Learning Techniques in Temperature Forecast. | Adrin Issai Arasu, Manish Modani, Nagabhushana Rao Vadlamani |
| 2022 | Addressing Sample Efficiency and Model-bias in Model-based Reinforcement Learning. | Akhil S. Anand, Jens Erik Kveen, Fares J. Abu-Dakka, Esten Ingar Grtli, Jan Tommy Gravdahl |
| 2022 | Using CatBoost and Other Supervised Machine Learning Algorithms to Predict Alzheimer's Disease. | Jessica An |
| 2022 | Explainable Unsupervised Multi-Sensor Industrial Anomaly Detection and Categorization. | Mina Ameli, Philipp Aaron Becker, Katharina Lankers, Markus van Ackeren, Holger Bhring, Wolfgang Maa |
| 2022 | On Label Quality in Class Imbalance Setting -A Case Study. | Jumanah Alshehri, Marija Stanojevic, Eduard C. Dragut, Zoran Obradovic |
| 2022 | SECOE: Alleviating Sensors Failure in Machine Learning-Coupled IoT Systems. | Yousef AlShehri, Lakshmish Ramaswamy |
| 2022 | Math Chunking and Function Recognition using Deep Learning. | Fatimah Alshamari, Abdou Youssef |
| 2022 | Transfer Learning model for Social Emotion Prediction using Writers Emotions in Comments. | Abdullah Alsaedi, Stuart Thomason, Floriana Grasso, Phillip Brooker |
| 2022 | EVDD - A Novel Dataset For Embedded System Vulnerability Detection Mechanism. | Mansour Alqarni, Akramul Azim, Tegveer Singh |
| 2022 | A Layer Decomposition Approach to Inference Time Prediction of Deep Learning Architectures. | Ola Mustafa Alqahtani, Lakshmish Macheeri Ramaswamy |
| 2022 | Context-free Self-Conditioned GAN for Trajectory Forecasting. | Tiago Rodrigues de Almeida, Eduardo Gutirrez-Maestro, scar Martnez Mozos |
| 2022 | Point Cloud-based Variational Autoencoder Inverse Mappers (PC-VAIM) - An Application on Quantum Chromodynamics Global Analysis. | Manal Almaeen, Yasir Alanazi, Nobuo Sato, Wally Melnitchouk, Yaohang Li |
| 2022 | Exploring the Explicit Modelling of Bias in Machine Learning Classifiers: A Deep Multi-label ConvNet Approach. | Mashael Al-Luhaybi, Stephen Swift, Steve Counsell, Allan Tucker |
| 2022 | Multi-omics Data Integration Model based on Isomap and Convolutional Neural Network. | Abedalrhman Alkhateeb, Bashier ElKarami, Hazem Qattous, Abdullah Al-Refai, Noor AlAfeshat, Behnam Shahrrava, Mohammad Azzeh |
| 2022 | A Novel Approach for Synthetic Reduced Nearest-Neighbor Leveraging Neural Networks. | Azar Alizadeh, Pooya Tavallali, Vahid Behzadan, Aditya Ranganath, Mukesh Singhal |
| 2022 | Stochastic Induction of Decision Trees with Application to Learning Haar Trees. | Azar Alizadeh, Mukesh Singhal, Vahid Behzadan, Pooya Tavallali, Aditya Ranganath |