Devika Subramanian

According to our database, Devika Subramanian authored at least 58 papers between 1986 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2022

Predicting Drug Blood-Brain Barrier Penetration with Adverse Event Report Embeddings.

YiFan Wu, Justin Mower, Xiruo Ding, Oliver Li, Devika Subramanian, Trevor Cohen

Proceedings of the AMIA 2022, 2022

2021

Population stratification enables modeling effects of reopening policies on mortality and hospitalization rates.

Tongtong Huang, Yan Chu, Shayan Shams, Yejin Kim, Ananth V. Annapragada, Devika Subramanian, Ioannis A. Kakadiaris, Assaf Gottlieb, Xiaoqian Jiang

J. Biomed. Informatics, 2021

Augmenting aer2vec: Enriching distributed representations of adverse event report data with orthographic and lexical information.

Xiruo Ding, Justin Mower, Devika Subramanian, Trevor Cohen

J. Biomed. Informatics, 2021

2019

Data-driven prediction of a multi-scale Lorenz 96 chaotic system using a hierarchy of deep learning methods: Reservoir computing, ANN, and RNN-LSTM.

Ashesh Chattopadhyay, Pedram Hassanzadeh, Krishna V. Palem, Devika Subramanian

CoRR, 2019

aer2vec: Distributed Representations of Adverse Event Reporting System Data as a Means to Identify Drug/Side-Effect Associations.

Jake Portanova, Nathan Murray, Justin Mower, Devika Subramanian, Trevor A. Cohen

Proceedings of the AMIA 2019, 2019

Complementing Observational Signal with Distributed Representations for Drug Side-effect Prediction.

Justin Mower, Trevor A. Cohen, Devika Subramanian

Proceedings of the AMIA 2019, 2019

Predicting Adverse Drug-Drug Interactions with Neural Embedding of Semantic Predications.

Hannah A. Burkhardt, Devika Subramanian, Justin Mower, Trevor A. Cohen

Proceedings of the AMIA 2019, 2019

2018

Learning predictive models of drug side-effect relationships from distributed representations of literature-derived semantic predications.

Justin Mower, Devika Subramanian, Trevor Cohen

J. Am. Medical Informatics Assoc., 2018

An Unsupervised Approach to Detect Spam Campaigns that Use Botnets on Twitter.

Zhouhan Chen, Devika Subramanian

CoRR, 2018

Text mining and network analysis to find functional associations of genes in high altitude diseases.

Balu Bhasuran, Devika Subramanian, Jeyakumar Natarajan

Comput. Biol. Chem., 2018

2017

Hunting Malicious Bots on Twitter: An Unsupervised Approach.

Zhouhan Chen, Rima S. Tanash, Richard Stoll, Devika Subramanian

Proceedings of the Social Informatics, 2017

2016

Classification-by-Analogy: Using Vector Representations of Implicit Relationships to Identify Plausibly Causal Drug/Side-effect Relationships.

Justin Mower, Devika Subramanian, Ning Shang, Trevor Cohen

Proceedings of the AMIA 2016, 2016

2015

Known Unknowns: An Analysis of Twitter Censorship in Turkey.

Rima S. Tanash, Zhouhan Chen, Tanmay Thakur, Dan S. Wallach, Devika Subramanian

Proceedings of the 14th ACM Workshop on Privacy in the Electronic Society, 2015

2013

Model AI Assignments 2013.

Todd W. Neller, Marc Lanctot, Devika Subramanian, Stephanie E. August

Proceedings of the Fourth Symposium on Education Advances in Artificial Intelligence, 2013

2012

Graph-based signal integration for high-throughput phenotyping.

Jorge R. Herskovic, Devika Subramanian, Trevor Cohen, Pamela A. Bozzo-Silva, Charles F. Bearden, Elmer V. Bernstam

BMC Bioinform., 2012

Model averaging strategies for structure learning in Bayesian networks with limited data.

Bradley M. Broom, Kim-Anh Do, Devika Subramanian

BMC Bioinform., 2012

2011

MEDRank: Using graph-based concept ranking to index biomedical texts.

Jorge R. Herskovic, Trevor Cohen, Devika Subramanian, M. Sriram Iyengar, Jack W. Smith, Elmer V. Bernstam

Int. J. Medical Informatics, 2011

2010

Performance assessment of topologically diverse power systems subjected to hurricane events.

James Winkler, Leonardo Dueñas-Osorio, Robert Stein, Devika Subramanian

Reliab. Eng. Syst. Saf., 2010

Structural Organization of Functional Networks from EEG Signals during Motor Learning Tasks.

Fabrizio de Vico Fallani, Farhan Baluch, Laura Astolfi, Devika Subramanian, George Zouridakis, Fabio Babiloni

Int. J. Bifurc. Chaos, 2010

New components of the <i>Dictyostelium </i>PKA pathway revealed by Bayesian analysis of expression data.

Anup Parikh, Eryong Huang, Christopher Dinh, Blaz Zupan, Adam Kuspa, Devika Subramanian, Gad Shaulsky

BMC Bioinform., 2010

AI Theory and Practice: A Discussion on Hard Challenges and Opportunities Ahead.

Eric Horvitz, Lise Getoor, Carlos Guestrin, James A. Hendler, Joseph A. Konstan, Devika Subramanian, Michael P. Wellman, Henry A. Kautz

AI Mag., 2010

2009

Learning robust cell signalling models from high throughput proteomic data.

Mitchell Koch, Bradley M. Broom, Devika Subramanian

Int. J. Bioinform. Res. Appl., 2009

2008

Socially relevant computing.

Michael Buckley, John Nordlinger, Devika Subramanian

Proceedings of the 39th SIGCSE Technical Symposium on Computer Science Education, 2008

2006

Exploring the structure of the space of compilation sequences using randomized search algorithms.

Keith D. Cooper, Alexander Grosul, Timothy J. Harvey, Steven W. Reeves, Devika Subramanian, Linda Torczon, Todd Waterman

J. Supercomput., 2006

Predicting altered pathways using extendable scaffolds.

B. M. Broom, T. J. McDonnell, Devika Subramanian

Int. J. Bioinform. Res. Appl., 2006

2005

ACME: adaptive compilation made efficient.

Keith D. Cooper, Alexander Grosul, Timothy J. Harvey, Steven W. Reeves, Devika Subramanian, Linda Torczon, Todd Waterman

Proceedings of the 2005 ACM SIGPLAN/SIGBED Conference on Languages, 2005

2004

Finding effective compilation sequences.

L. Almagor, Keith D. Cooper, Alexander Grosul, Timothy J. Harvey, Steven W. Reeves, Devika Subramanian, Linda Torczon, Todd Waterman

Proceedings of the 2004 ACM SIGPLAN/SIGBED Conference on Languages, 2004

Events, Patterns and Analysis: forecasting conflict in the 21st century.

Devika Subramanian, Richard Stoll

Proceedings of the 2004 Annual National Conference on Digital Government Research, 2004

2003

Random 3-SAT: The Plot Thickens.

Cristian Coarfa, Demetrios D. Demopoulos, Alfonso San Miguel Aguirre, Devika Subramanian, Moshe Y. Vardi

Constraints An Int. J., 2003

2002

Adaptive Optimizing Compilers for the 21st Century.

Keith D. Cooper, Devika Subramanian, Linda Torczon

J. Supercomput., 2002

2001

Robust Localization Algorithms for an Autonomous Campus Tour Guide.

Richard Thrapp, Christian Westbrook, Devika Subramanian

Proceedings of the 2001 IEEE International Conference on Robotics and Automation, 2001

1999

Optimizing for Reduced Code Space using Genetic Algorithms.

Keith D. Cooper, Philip J. Schielke, Devika Subramanian

Proceedings of the ACM SIGPLAN 1999 Workshop on Languages, 1999

A New Approach to Routing with Dynamic Metrics.

Johnny Chen, Peter Druschel, Devika Subramanian

Proceedings of the Proceedings IEEE INFOCOM '99, 1999

1998

An Efficient Multipath Forwarding Method.

Johnny Chen, Peter Druschel, Devika Subramanian

Proceedings of the Proceedings IEEE INFOCOM '98, The Conference on Computer Communications, Seventeenth Annual Joint Conference of the IEEE Computer and Communications Societies, Gateway to the 21st Century, San Francisco, CA, USA, March 29, 1998

1997

Customizing Information Capture and Access.

Daniela Rus, Devika Subramanian

ACM Trans. Inf. Syst., 1997

The Relevance of Relevance (Editorial).

Devika Subramanian, Russell Greiner, Judea Pearl

Artif. Intell., 1997

The Common Order-Theoretic Structure of Version Spaces and ATMSs.

Carl A. Gunter, Teow-Hin Ngair, Devika Subramanian

Artif. Intell., 1997

Ants and Reinforcement Learning: A Case Study in Routing in Dynamic Networks.

Devika Subramanian, Peter Druschel, Johnny Chen

Proceedings of the Fifteenth International Joint Conference on Artificial Intelligence, 1997

Information Retrieval, Information Structure, and Information Agents.

Daniela Rus, Devika Subramanian

Proceedings of the Intelligent Hypertext: Advanced Techniques for the World Wide Web, 1997

1996

Sets as Anti-Chains.

Carl A. Gunter, Teow-Hin Ngair, Devika Subramanian

Proceedings of the Concurrency and Parallelism, 1996

1995

Shifting Vocabulary Bias in Speedup Learning.

Devika Subramanian

Mach. Learn., 1995

Provably Bounded-Optimal Agents.

Stuart J. Russell, Devika Subramanian

J. Artif. Intell. Res., 1995

Customizing Multimedia Information Access.

Daniela Rus, Devika Subramanian

ACM Comput. Surv., 1995

1994

Induction of Rules for Biological Macromolecular Crystallization.

Daniel N. Hennessy, Vanathi Gopalakrishnan, Bruce G. Buchanan, John M. Rosenberg, Devika Subramanian

Proceedings of the Second International Conference on Intelligent Systems for Molecular Biology, 1994

The Crystallographer's Assistant.

Vanathi Gopalakrishnan, Daniel N. Hennessy, Bruce G. Buchanan, Devika Subramanian

Proceedings of the 12th National Conference on Artificial Intelligence, Seattle, WA, USA, July 31, 1994

1993

A Multistrategy Learning Scheme for Agent Knowledge Acquisition.

Diana F. Gordon, Devika Subramanian

Informatica (Slovenia), 1993

Conceptual Design and Artificial Intelligence.

Devika Subramanian

Proceedings of the 13th International Joint Conference on Artificial Intelligence. Chambéry, France, August 28, 1993

Provably Bounded Optimal Agents.

Stuart J. Russell, Devika Subramanian, Ronald Parr

Proceedings of the 13th International Joint Conference on Artificial Intelligence. Chambéry, France, August 28, 1993

Multi-media RISSC Informatics: Retrieval of Information with Simple Structural Components (Part I: The Architecture).

Daniela Rus, Devika Subramanian

Proceedings of the CIKM 93, 1993

1992

Measuring Utility and the Design of Provably Good EBL Algorithms.

Devika Subramanian, Scott B. Hunter

Proceedings of the Ninth International Workshop on Machine Learning (ML 1992), 1992

1991

The Common Order-Theoretic Structure of Version Spaces and ATMS's.

Carl A. Gunter, Teow-Hin Ngair, Prakash Panangaden, Devika Subramanian

Proceedings of the 9th National Conference on Artificial Intelligence, 1991

1990

The Utility of EBL in Recursive Domain Theories.

Devika Subramanian, Ronen Feldman

Proceedings of the 8th National Conference on Artificial Intelligence. Boston, Massachusetts, USA, July 29, 1990

1989

A theory of justified reformulations.

Devika Subramanian

PhD thesis, 1989

Making Situation Calculus Indexical.

Devika Subramanian, John Woodfill

Proceedings of the 1st International Conference on Principles of Knowledge Representation and Reasoning (KR'89). Toronto, 1989

A Theory of Justified Reformulations.

Devika Subramanian

Proceedings of the Sixth International Workshop on Machine Learning (ML 1989), 1989

Representational Issues in Machine Learning.

Devika Subramanian

Proceedings of the Sixth International Workshop on Machine Learning (ML 1989), 1989

1987

The Relevance of Irrelevance.

Devika Subramanian, Michael R. Genesereth

Proceedings of the 10th International Joint Conference on Artificial Intelligence. Milan, 1987

1986

Factorization in Experiment Generation.

Devika Subramanian, Joan Feigenbaum

Proceedings of the 5th National Conference on Artificial Intelligence. Philadelphia, 1986