Ghosh, Joydeep

Top 10 algorithms in data mining

Wu, X., Kumar, V., Ross Quinlan, J., Ghosh, J., Yang, Q., Motoda, H., McLachlan, G. J., Ng, A., Liu, B., Yu, P. S., et al. (2008) · Knowledge and Information Systems

Data Mining Algorithms and ApplicationsData Mining and Machine Learning Applications

Cited by 5,667

Explainable machine learning in deployment

Bhatt, U., Xiang, A., Sharma, S., Weller, A., Taly, A., Jia, Y., Ghosh, J., Puri, R., Moura, J. M. F., & Eckersley, P. (2020) · Proceedings of the 2020 Conference on Fairness, Accountability, and Transparency

Explainable Artificial Intelligence (XAI)Ethics and Social Impacts of AI

Cited by 633

Explaining Deep Classification of Time-Series Data with Learned Prototypes

Gee, A. H., Garcia-Olano, D., Ghosh, J., & Paydarfar, D. (2019) · arXiv

Explainable Artificial Intelligence (XAI)ECG Monitoring and Analysis

Cited by 54

CERTIFAI: Counterfactual Explanations for Robustness, Transparency, Interpretability, and Fairness of Artificial Intelligence models

Sharma, S., Henderson, J., & Ghosh, J. (2019) · arXiv

Explainable Artificial Intelligence (XAI)Adversarial Robustness in Machine Learning

Cited by 28

The obesity paradox in ICU patients

Pan, J., Shaffer, R., Sinno, Z., Tyler, M., & Ghosh, J. (2017) · 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)

Heart Failure Treatment and ManagementSepsis Diagnosis and Treatment

Cited by 20