| 2022 | Hawkes Process Multi-armed Bandits for Search and Rescue. | Wen-Hao Chiang, George O. Mohler |
| 2022 | On the Robustness of Deep Learning-Based Speech Enhancement. | Amit S. Chhetri, Philip Hilmes, Mrudula Athi, Nikhil Shankar |
| 2022 | Fair Algorithms for Hierarchical Agglomerative Clustering. | Anshuman Chhabra, Prasant Mohapatra |
| 2022 | Clustering image data with a fixed embedding. | Yan-Bin Chen, Khong-Loon Tiong, Chen-Hsiang Yeang |
| 2022 | Improving Fashion Attribute Classification Accuracy with Limited Labeled Data Using Transfer Learning. | Tong Chen, Jiho Noh, Luke Cranfill, John Morris, Junggab Son |
| 2022 | GDSCAN: Pedestrian Group Detection using Dynamic Epsilon. | Mingzuoyang Chen, Shadi Banitaan, Mina Maleki, Yichun Li |
| 2022 | Identifying Metering Hierarchies with Distance Correlation and Dominance Constraints. | Tak-Shing T. Chan, Alex J. Gibberd |
| 2022 | AI privacy preserving robots working in a smart sensor environment. | Imen Chakroun, Geert Vanmeerbeeck, Roel Wuyts, Wilfried Verarcht |
| 2022 | COVID-19 Detection from Cough Recording by means of Explainable Deep Learning. | Mario Cesarelli, Marcello Di Giammarco, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone, Michele Tavone |
| 2022 | An Algorithm Adaptation Method for Multi-Label Stream Classification using Self-Organizing Maps. | Ricardo Cerri, Elaine R. Faria, Joo Gama |
| 2022 | Anomaly Detection from Multilinear Observations via Time-Series Analysis and 3DTPCA. | Jackson Cates, Randy C. Hoover, Kyle A. Caudle, David J. Marchette, Cagri Ozdemir |
| 2022 | Structural health and intelligent monitoring of wind turbine blades with a motorized telescope. | Alejandro Carnero, Cristian Martn, Manuel Daz |
| 2022 | A Vision Transformer Architecture for Open Set Recognition. | Feiyang Cai, Zhenkai Zhang, Jie Liu, Xenofon D. Koutsoukos |
| 2022 | Multi-Learning Generalised Low-Rank Models. | Francois Buet-Golfouse, Parth Pahwa |
| 2022 | An Ontology-based transfer learning method improving classification of medical documents. | Daniel Brune, Matthias Bay, Christian Schulze, Michael Guckert, Mirjam Minor |
| 2022 | Mixture of Decision Trees for Interpretable Machine Learning. | Simeon Brggenjrgen, Nina Schaaf, Pascal Kerschke, Marco F. Huber |
| 2022 | Increasing Accuracy in Predicting Student Test Scores with Neural Networks using Domain Reduction Technique of Principal Component Analysis. | Michael Scott Brown, Bhavana Rajashekar, Nastaran Davudi Pahnehkolaee |
| 2022 | Physics-Informed Neural Networks for Modeling Cellulose Degradation in Power Transformers. | Federica Bragone, Khaoula Oueslati, Tor Laneryd, Michele Luvisotto, Kateryna Morozovska |
| 2022 | Machine Learning in Personalized Skin Care: A Simulation Scheme for Pattern Recognition in Skin Condition Genome-wide Association Studies. | Jerry Bonnell, Melanie Xia, Lee Wall, York Eggleston, Mitsunori Ogihara, Vanessa Aguiar-Pulido |
| 2022 | Empirical analysis of the convergence of Double DQN in relation to reward sparsity. | Samuel Blad, Martin Lngkvist, Franziska Klgl, Amy Loutfi |
| 2022 | Improving Chest X-Ray Classification by RNN-based Patient Monitoring. | David Biesner, Helen Schneider, Benjamin Wulff, Ulrike I. Attenberger, Rafet Sifa |
| 2022 | Zero-Shot Text Matching for Automated Auditing using Sentence Transformers. | David Biesner, Maren Pielka, Rajkumar Ramamurthy, Tim Dilmaghani Khameneh, Bernd Kliem, Rdiger Loitz, Rafet Sifa |
| 2022 | Solving Subset Sum Problems using Quantum Inspired Optimization Algorithms with Applications in Auditing and Financial Data Analysis. | David Biesner, Thore Gerlach, Christian Bauckhage, Bernd Kliem, Rafet Sifa |
| 2022 | Joint Sub-component Level Segmentation and Classification for Anomaly Detection within Dual-Energy X-Ray Security Imagery. | Neelanjan Bhowmik, Toby P. Breckon |
| 2022 | A Neural Model for Regular Grammar Induction. | Peter Belcak, David Hofer, Roger Wattenhofer |