Publications

February 15, 2018 PloS one

Comparing deep learning and concept extraction based methods for patient phenotyping from clinical narratives

Sebastian Gehrmann, Franck Dernoncourt, Yeran Li, Eric T Carlson, Joy T Wu, Jonathan Welt, John Foote Jr, Edward T Moseley, David W Grant, Patrick D Tyler, Leo A Celi

February 5, 2018 ACM International Conference on Web Search and Data Mining (WSDM)

Modeling Time to Open of Emails with a Latent State for User Engagement Level

Moumita Sinha, Vishwa Vinay, Harvineet Singh

January 1, 2018 Transactions On Graphics

Learning Local Shape Descriptors from Part Correspondences With Multi-view Convolutional Networks

Haibin Huang, Evangelos Kalogerakis, Siddhartha Chaudhuri, Duygu Ceylan, Vladimir Kim, Ersin Yumer

January 1, 2018 IEEE Transactions on Knowledge and Data Engineering (TKDE)

Deep Inductive Graph Representation Learning

Ryan A. Rossi, Rong Zhou, Nesreen K. Ahmed, Rossi

January 1, 2018 KDD

Graph Classification using Structural Attention

John Boaz Lee, Ryan A. Rossi, Xiangnan Kong

January 1, 2018 ACM Transactions on Intelligent Systems and Technology

Interactive Visual Graph Mining and Learning

Ryan A. Rossi, Nesreen K. Ahmed, Hoda Eldardiry, Rong Zhou

December 31, 2017 Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (UbiComp)

An LSTM Based System for Prediction of Human Activities with Durations

Kundan Krishna, Deepali Jain, Sanket Mehta, Sunav Choudhary

December 18, 2017 Computer Vision and Image Understanding (CVIU), 2017

Image Understanding using Vision and Reasoning through Scene Description Graph

Somak Aditya, Yezhou Yang, Chitta Baral, Yiannis Aloimonos, Cornelia Fermüller

December 11, 2017 Proceedings of the 18th ACM/IFIP/USENIX Middleware Conference (Middleware '17)

Rafiki: a middleware for parameter tuning of NoSQL datastores for dynamic metagenomics workloads

Ashraf Mahgoub, Paul Wood, Sachandhan Ganesh, Subrata Mitra, Wolfgang Gerlach, Travis Harrison, Folker Meyer, Ananth Grama, Saurabh Bagchi, Somali Chaterji

December 11, 2017 IEEE ISM 2017

Personalized Video Recommendations for Shared Accounts

Shuo Yang, Somdeb Sarkhel, Saayan Mitra, Vishy Swaminathan