| Classifying depression in imbalanced datasets using an autoencoder-based anomaly detection approach W Gerych, E Agu, E Rundensteiner 2019 IEEE 13th International Conference on Semantic Computing (ICSC), 124-127, 2019 | 55 | 2019 |
| Measuring group advantage: A comparative study of fair ranking metrics C Kuhlman, W Gerych, E Rundensteiner Proceedings of the 2021 AAAI/ACM Conference on AI, Ethics, and Society, 674-682, 2021 | 24 | 2021 |
| Recurrent bayesian classifier chains for exact multi-label classification W Gerych, T Hartvigsen, L Buquicchio, E Agu, EA Rundensteiner Advances in Neural Information Processing Systems 34, 15981-15992, 2021 | 21 | 2021 |
| Recovering the propensity score from biased positive unlabeled data W Gerych, T Hartvigsen, L Buquicchio, E Agu, E Rundensteiner Proceedings of the AAAI conference on artificial intelligence 36 (6), 6694-6702, 2022 | 16 | 2022 |
| Delfi: Mislabelled human context detection using multi-feature similarity linking H Mansoor, W Gerych, L Buquicchio, K Chandrasekaran, E Agu, ... 2019 IEEE Visualization in Data Science (VDS), 11-19, 2019 | 14 | 2019 |
| Stop&Hop: Early Classification of Irregular Time Series T Hartvigsen, W Gerych, J Thadajarassiri, X Kong, E Rundensteiner Proceedings of the 31st ACM International Conference on Information …, 2022 | 12 | 2022 |
| ARGUS: Interactive visual analysis of disruptions in smartphone-detected Bio-Behavioral Rhythms H Mansoor, W Gerych, A Alajaji, L Buquicchio, K Chandrasekaran, E Agu, ... Visual Informatics 5 (3), 39-53, 2021 | 11 | 2021 |
| Deepcontext: Parameterized compatibility-based attention cnn for human context recognition A Alajaji, W Gerych, K Chandrasekaran, L Buquicchio, E Agu, ... 2020 IEEE 14th International Conference on Semantic Computing (ICSC), 53-60, 2020 | 10 | 2020 |
| Text generation to aid depression detection: a comparative study of conditional sequence generative adversarial networks ML Tlachac, W Gerych, K Agrawal, B Litterer, N Jurovich, S Thatigotla, ... 2022 IEEE international conference on big data (big data), 2804-2813, 2022 | 7 | 2022 |
| Visual analytics of smartphone-sensed human behavior and health H Mansoor, W Gerych, A Alajaji, L Buquicchio, K Chandrasekaran, E Agu, ... IEEE Computer Graphics and Applications 41 (3), 96-104, 2021 | 7 | 2021 |
| Har-ctgan: a mobile sensor data generation tool for human activity recognition J DeOliveira, W Gerych, A Koshkarova, E Rundensteiner, E Agu 2022 IEEE International Conference on Big Data (Big Data), 5233-5242, 2022 | 6 | 2022 |
| Smartphone health biomarkers: Positive unlabeled learning of in-the-wild contexts A Alajaji, W Gerych, L Buquicchio, K Chandrasekaran, H Mansoor, E Agu, ... IEEE Pervasive Computing 20 (1), 50-61, 2021 | 6 | 2021 |
| Comex: Identifying mislabeled human behavioral context data using visual analytics H Mansoor, W Gerych, L Buquicchio, K Chandrasekaran, E Agu, ... 2019 IEEE 43rd Annual Computer Software and Applications Conference (COMPSAC …, 2019 | 6 | 2019 |
| Burstpu: Classification of weakly labeled datasets with sequential bias W Gerych, L Buquicchio, K Chandrasekaran, A Alajaji, H Mansoor, ... 2020 IEEE International Conference on Big Data (Big Data), 147-154, 2020 | 5 | 2020 |
| Knowledge amalgamation for multi-label classification via label dependency transfer J Thadajarassiri, T Hartvigsen, W Gerych, X Kong, E Rundensteiner Proceedings of the AAAI Conference on Artificial Intelligence 37 (8), 9980-9988, 2023 | 4 | 2023 |
| Gan for generating user-specific human activity data from an incomplete training corpus W Gerych, H Kim, J DeOliveira, MC Martin, L Buquicchio, ... 2021 IEEE International Conference on Big Data (Big Data), 4705-4714, 2021 | 4 | 2021 |
| ARGUS: Interactive Visual Analytics Framework for the Discovery of Disruptions in Bio-Behavioral Rhythms. H Mansoor, W Gerych, L Buquicchio, A Alajaji, K Chandrasekaran, E Agu, ... EuroVis (Short Papers), 25-29, 2020 | 4 | 2020 |
| Domain adaptation methods for lab-to-field human context recognition A Alajaji, W Gerych, L Buquicchio, K Chandrasekaran, H Mansoor, E Agu, ... Sensors 23 (6), 3081, 2023 | 3 | 2023 |
| CARTMAN: Complex Activity Recognition Using Topic Models for Feature Generation from Wearable Sensor Data K Chandrasekaran, W Gerych, L Buquicchio, A Alajaji, E Agu, ... 2021 IEEE International Conference on Smart Computing (SMARTCOMP), 39-46, 2021 | 3 | 2021 |
| Intosis: Interactive observation of smartphone inferred symptoms for in-the-wild data H Mansoor, W Gerych, L Buquicchio, A Alajaji, K Chandrasekaran, E Agu, ... 2020 IEEE International Conference on Big Data (Big Data), 4882-4891, 2020 | 3 | 2020 |
Elke RundensteinerThe William Smith Dean's Professor, Computer Science; Founding Head, Data Science Program; WorcesterEmail verificata su wpi.edu
