| Transfer learning for survival analysis via efficient l2, 1-norm regularized cox regression Y Li, L Wang, J Wang, J Ye, CK Reddy 2016 IEEE 16th International Conference on Data Mining (ICDM), 231-240, 2016 | 70 | 2016 |
| The evolution of HCI and human factors: Integrating human and artificial intelligence M Chignell, L Wang, A Zare, J Li ACM Transactions on Computer-Human Interaction 30 (2), 1-30, 2023 | 60 | 2023 |
| Multi-task survival analysis L Wang, Y Li, J Zhou, D Zhu, J Ye 2017 IEEE international conference on data mining (ICDM), 485-494, 2017 | 51 | 2017 |
| Printed microwells with highly stable thin-film enzyme coatings for point-of-care multiplex bioassay of blood samples L Zhang, X Cao, L Wang, X Zhao, S Zhang, P Wang Analyst 140 (12), 4105-4113, 2015 | 43 | 2015 |
| Transfer learning on small datasets for improved fall detection N Maray, AH Ngu, J Ni, M Debnath, L Wang Sensors 23 (3), 1105, 2023 | 40 | 2023 |
| Interactive machine learning for data exfiltration detection: Active learning with human expertise MH Chung, M Chignell, L Wang, A Jovicic, A Raman 2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2020 | 31 | 2020 |
| Multi-task learning based survival analysis for multi-source block-wise missing data Y Li, L Wang, J Zhou, J Ye Neurocomputing 364, 95-107, 2019 | 18 | 2019 |
| Implementing data exfiltration defense in situ: a survey of countermeasures and human involvement MH Chung, Y Yang, L Wang, G Cento, K Jerath, A Raman, D Lie, ... acm computing surveys 55 (14s), 1-37, 2023 | 15 | 2023 |
| Boosting delirium identification accuracy with sentiment-based natural language processing: Mixed methods study L Wang, Y Zhang, M Chignell, B Shan, KA Sheehan, F Razak, A Verma JMIR Medical Informatics 10 (12), e38161, 2022 | 14 | 2022 |
| Obesity risk factors ranking using multi-task learning L Wang, D Zhu, E Towner, M Dong 2018 IEEE EMBS International Conference on Biomedical & Health Informatics …, 2018 | 12 | 2018 |
| Physician experience design (PXD): more usable machine learning prediction for clinical decision making L Wang, M Chignell, Y Zhang, A Pinto, F Razak, K Sheehan, A Verma AMIA Summits on Translational Science Proceedings 2022, 476, 2022 | 9 | 2022 |
| Tackling ordinal regression problem for heterogeneous data: sparse and deep multi-task learning approaches L Wang, D Zhu Data mining and knowledge discovery 35 (3), 1134-1161, 2021 | 9 | 2021 |
| Combining ranking and point-wise losses for training deep survival analysis models L Wang, Y Li, M Chignell 2021 IEEE international conference on data mining (ICDM), 689-698, 2021 | 6 | 2021 |
| Enhancing cybersecurity situation awareness through visualization: A USB data exfiltration case study MHM Chung, YA Yang, L Wang, G Cento, K Jerath, P Taank, A Raman, ... Heliyon 9 (1), 2023 | 5 | 2023 |
| Modeling over-dispersion for network data clustering L Wang, D Zhu, M Dong, Y Li 2017 16th IEEE International Conference on Machine Learning and Applications …, 2017 | 5 | 2017 |
| Transcriptome assembly strategies for precision medicine L Wang, L Acharya, C Bai, D Zhu Quantitative Biology 5, 280-290, 2017 | 5 | 2017 |
| Cluster-boosted multi-task learning framework for survival analysis L Wang, M Chignell, H Jiang, N Charoenkitkarn 2020 IEEE 20th International Conference on Bioinformatics and Bioengineering …, 2020 | 4 | 2020 |
| Poisson-markov mixture model and parallel algorithm for binning massive and heterogenous dna sequencing reads L Wang, D Zhu, Y Li, M Dong Bioinformatics Research and Applications: 12th International Symposium …, 2016 | 4 | 2016 |
| Prioritization of Multi-level Risk Factors, and Predicting Changes in Depression Ratings after Treatment Using Multi-Task Learning L Wang, M Chignell, H Jiang, S Lokuge, G Mason, K Fotinos, M Katzman 2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2021 | 2 | 2021 |
| Discovering the causal structure of the Hamilton rating scale for depression using causal discovery L Wang, M Chignell, H Jiang, S Lokuge, G Mason, K Fotinos, M Katzman 2021 IEEE EMBS International Conference on Biomedical and Health Informatics …, 2021 | 2 | 2021 |
Mark ChignellProfessor of Mechanical and Industrial Engineering, University of TorontoVerificeret mail på mie.utoronto.ca