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Nitesh V. Chawla
Researcher at University of Notre Dame
Publications - 434
Citations - 52969
Nitesh V. Chawla is an academic researcher from University of Notre Dame. The author has contributed to research in topics: Computer science & Health care. The author has an hindex of 61, co-authored 388 publications receiving 41365 citations. Previous affiliations of Nitesh V. Chawla include University of South Florida & Wrocław University of Technology.
Papers
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Book ChapterDOI
Predicting Chronic Heart Failure Using Diagnoses Graphs
TL;DR: A trajectory-based disease progression model is presented that is able to assign likelihood of chronic heart failure for an unseen patient’s disease history and identify key disease progression trajectories that intensify or diminish said likelihood.
Journal ArticleDOI
NOSMOG: Learning Noise-robust and Structure-aware MLPs on Graphs
TL;DR: Extensive experiments demonstrate that NOSMOG outperforms GNNs and the state-of-the-art method in both transductive and inductive settings across seven datasets, while maintaining a competitive inference efficiency.
Computing Information Gain in Data Streams
TL;DR: A simple randomized solution to the problem of computing information gain in general data streams that is time and space efficient as well as tolerates a relative error that has a theoretical upper bound is presented.
Proceedings ArticleDOI
Data mining on the grid for the grid
TL;DR: This work presents a comprehensive framework from data to knowledge discovery as an important step towards achieving this vision of debugging and troubleshooting in large scale systems.
Posted Content
LNEMLC: Label Network Embeddings for Multi-Label Classification
TL;DR: A new multi-label classification scheme is proposed, LNEMLC - Label Network Embedding for Multi-Label Classification, that embeds the label network and uses it to extend input space in learning and inference of any base multi- label classifier.