| Leveraging educational data mining for real-time performance assessment of scientific inquiry skills within microworlds. JD Gobert, MA Sao Pedro, RSJD Baker, E Toto, O Montalvo Journal of Educational Data Mining 4 (1), 104-143, 2012 | 182 | 2012 |
| Automated detection of nonmelanoma skin cancer using digital images: a systematic review A Marka, JB Carter, E Toto, S Hassanpour BMC medical imaging 19, 1-12, 2019 | 81 | 2019 |
| Audibert: A deep transfer learning multimodal classification framework for depression screening E Toto, ML Tlachac, EA Rundensteiner Proceedings of the 30th ACM international conference on information …, 2021 | 61 | 2021 |
| Moodable: On feasibility of instantaneous depression assessment using machine learning on voice samples with retrospectively harvested smartphone and social media data A Dogrucu, A Perucic, A Isaro, D Ball, E Toto, EA Rundensteiner, E Agu, ... Smart Health 17, 100118, 2020 | 49 | 2020 |
| Pulse: A real time system for crowd flow prediction at metropolitan subway stations E Toto, EA Rundensteiner, Y Li, R Jordan, M Ishutkina, K Claypool, J Luo, ... Machine Learning and Knowledge Discovery in Databases: European Conference …, 2016 | 33 | 2016 |
| Audio-based depression screening using sliding window sub-clip pooling E Toto, ML Tlachac, FL Stevens, EA Rundensteiner 2020 19th IEEE International Conference on Machine Learning and Applications …, 2020 | 30 | 2020 |
| Emu: Early mental health uncovering framework and dataset ML Tlachac, E Toto, J Lovering, R Kayastha, N Taurich, E Rundensteiner 2021 20th IEEE international conference on machine learning and applications …, 2021 | 27 | 2021 |
| Studentsadd: rapid mobile depression and suicidal ideation screening of college students during the coronavirus pandemic ML Tlachac, R Flores, M Reisch, R Kayastha, N Taurich, V Melican, ... Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2022 | 23 | 2022 |
| You're making me depressed: Leveraging texts from contact subsets to predict depression ML Tlachac, E Toto, E Rundensteiner 2019 IEEE EMBS International Conference on Biomedical & Health Informatics …, 2019 | 23 | 2019 |
| Instruction system with eyetracking-based adaptive scaffolding JD Gobert, E Toto US Patent 9,230,221, 2016 | 21 | 2016 |
| Audiface: Multimodal deep learning for depression screening R Flores, ML Tlachac, E Toto, E Rundensteiner Machine Learning for Healthcare Conference, 609-630, 2022 | 16 | 2022 |
| Early mental health uncovering with short scripted and unscripted voice recordings ML Tlachac, R Flores, E Toto, E Rundensteiner Deep Learning Applications, Volume 4, 79-110, 2022 | 15 | 2022 |
| Transfer learning for depression screening from follow-up clinical interview questions R Flores, ML Tlachac, E Toto, E Rundensteiner Deep Learning Applications, Volume 4, 53-78, 2022 | 14 | 2022 |
| Topological data analysis to engineer features from audio signals for depression detection ML Tlachac, A Sargent, E Toto, R Paffenroth, E Rundensteiner 2020 19th IEEE International Conference on Machine Learning and Applications …, 2020 | 14 | 2020 |
| Depression screening using deep learning on follow-up questions in clinical interviews R Flores, ML Tlachac, E Toto, EA Rundensteiner 2021 20th IEEE International Conference on Machine Learning and Applications …, 2021 | 11 | 2021 |
| Instruction system with eyetracking-based adaptive scaffolding JD Gobert, E Toto US Patent 9,317,115, 2016 | 7 | 2016 |
| Improving emotion detection with sub-clip boosting E Toto, BJ Foley, EA Rundensteiner Machine Learning and Knowledge Discovery in Databases: European Conference …, 2019 | 6 | 2019 |
| The science assistments project: Scaffolding scientific inquiry skills JD Gobert, O Montalvo, E Toto, M Sao Pedro, RSJ Baker Intelligent Tutoring Systems: 10th International Conference, ITS 2010 …, 2010 | 5 | 2010 |
| FIRE: a two-level interactive visualization for deep exploration of association rules A Mukherji, X Lin, E Toto, CR Botaish, J Whitehouse, EA Rundensteiner, ... International Journal of Data Science and Analytics 7, 201-226, 2019 | 4 | 2019 |
| The Connect. Cyberinfrastructure Portal J Ma, S Akbar, T Battelle, K Brandt, E Brown, D Brunson, D Chakravorty, ... Practice and Experience in Advanced Research Computing, 1-4, 2021 | | 2021 |
Elke RundensteinerThe William Smith Dean's Professor, Computer Science; Founding Head, Data Science Program; WorcesterVerificeret mail på wpi.edu