Devika Subramanian

62 papers A* 11A 4B 2Misc 5Journal 27Unranked 11
YearRankTypeTitle / Venue / Authors
2024 J jnl
Self-Supervised Learning for Building Robust Pediatric Chest X-ray Classification Models.
CoRR
Sheng Cheng, Zbigniew Starosolski, Devika Subramanian
2022 Misc conf
Predicting Drug Blood-Brain Barrier Penetration with Adverse Event Report Embeddings.
AMIA
Yifan Wu, Justin Mower, Xiruo Ding, Oliver Li, Devika Subramanian, Trevor Cohen
2021 J jnl
Augmenting aer2vec: Enriching distributed representations of adverse event report data with orthographic and lexical information.
J. Biomed. Informatics
Xiruo Ding, Justin Mower, Devika Subramanian, Trevor Cohen
2021 J jnl
Population stratification enables modeling effects of reopening policies on mortality and hospitalization rates.
J. Biomed. Informatics
Tongtong Huang, Yan Chu, Shayan Shams, Yejin Kim, Ananth V. Annapragada, Devika Subramanian, Ioannis A. Kakadiaris, Assaf Gottlieb, Xiaoqian Jiang
2019 Misc conf
Complementing Observational Signal with Distributed Representations for Drug Side-effect Prediction.
AMIA
Justin Mower, Trevor A. Cohen, Devika Subramanian
2019 J jnl
Data-driven prediction of a multi-scale Lorenz 96 chaotic system using a hierarchy of deep learning methods: Reservoir computing, ANN, and RNN-LSTM.
CoRR
Ashesh Chattopadhyay, Pedram Hassanzadeh, Krishna V. Palem, Devika Subramanian
2019 Misc conf
Predicting Adverse Drug-Drug Interactions with Neural Embedding of Semantic Predications.
AMIA
Hannah A. Burkhardt, Devika Subramanian, Justin Mower, Trevor A. Cohen
2019 Misc conf
aer2vec: Distributed Representations of Adverse Event Reporting System Data as a Means to Identify Drug/Side-Effect Associations.
AMIA
Jake Portanova, Nathan Murray, Justin Mower, Devika Subramanian, Trevor A. Cohen
2018 J jnl
An Unsupervised Approach to Detect Spam Campaigns that Use Botnets on Twitter.
CoRR
Zhouhan Chen, Devika Subramanian
2018 J jnl
Learning predictive models of drug side-effect relationships from distributed representations of literature-derived semantic predications.
J. Am. Medical Informatics Assoc.
Justin Mower, Devika Subramanian, Trevor Cohen
2018 J jnl
Text mining and network analysis to find functional associations of genes in high altitude diseases.
Comput. Biol. Chem.
Balu Bhasuran, Devika Subramanian, Jeyakumar Natarajan
2017 — conf
Hunting Malicious Bots on Twitter: An Unsupervised Approach.
SocInfo (2)
Zhouhan Chen, Rima S. Tanash, Richard Stoll, Devika Subramanian
2016 Misc conf
Classification-by-Analogy: Using Vector Representations of Implicit Relationships to Identify Plausibly Causal Drug/Side-effect Relationships.
AMIA
Justin Mower, Devika Subramanian, Ning Shang, Trevor Cohen
2015 — conf
Known Unknowns: An Analysis of Twitter Censorship in Turkey.
WPES@CCS
Rima S. Tanash, Zhouhan Chen, Tanmay Thakur, Dan S. Wallach, Devika Subramanian
2013 — conf
Model AI Assignments 2013.
EAAI
Todd W. Neller, Marc Lanctot, Devika Subramanian, Stephanie E. August
2012 J jnl
Graph-based signal integration for high-throughput phenotyping.
BMC Bioinform.
Jorge R. Herskovic, Devika Subramanian, Trevor Cohen, Pamela A. Bozzo-Silva, Charles F. Bearden, Elmer V. Bernstam
2012 J jnl
Model averaging strategies for structure learning in Bayesian networks with limited data.
BMC Bioinform.
Bradley M. Broom, Kim-Anh Do, Devika Subramanian
2011 J jnl
MEDRank: Using graph-based concept ranking to index biomedical texts.
Int. J. Medical Informatics
Jorge R. Herskovic, Trevor Cohen, Devika Subramanian, M. Sriram Iyengar, Jack W. Smith, Elmer V. Bernstam
2010 J jnl
AI Theory and Practice: A Discussion on Hard Challenges and Opportunities Ahead.
AI Mag.
Eric Horvitz, Lise Getoor, Carlos Guestrin, James A. Hendler, Joseph A. Konstan, Devika Subramanian, Michael P. Wellman, Henry A. Kautz
2010 J jnl
New components of the
BMC Bioinform.
Anup Parikh, Eryong Huang, Christopher Dinh, Blaz Zupan, Adam Kuspa, Devika Subramanian, Gad Shaulsky
2010 J jnl
Performance assessment of topologically diverse power systems subjected to hurricane events.
Reliab. Eng. Syst. Saf.
James Winkler, Leonardo Dueñas-Osorio, Robert Stein, Devika Subramanian
2010 J jnl
Structural Organization of Functional Networks from EEG Signals during Motor Learning Tasks.
Int. J. Bifurc. Chaos
Fabrizio de Vico Fallani, Farhan Baluch, Laura Astolfi, Devika Subramanian, George Zouridakis, Fabio Babiloni
2009 J jnl
Learning robust cell signalling models from high throughput proteomic data.
Int. J. Bioinform. Res. Appl.
Mitchell Koch, Bradley M. Broom, Devika Subramanian
2008 A conf
Socially relevant computing.
SIGCSE
Michael Buckley, John Nordlinger, Devika Subramanian
2006 J jnl
Exploring the structure of the space of compilation sequences using randomized search algorithms.
J. Supercomput.
Keith D. Cooper, Alexander Grosul, Timothy J. Harvey, Steven W. Reeves, Devika Subramanian, Linda Torczon, Todd Waterman
2006 J jnl
Predicting altered pathways using extendable scaffolds.
Int. J. Bioinform. Res. Appl.
Bradley M. Broom, T. J. McDonnell, Devika Subramanian
2005 B conf
ACME: adaptive compilation made efficient.
LCTES
Keith D. Cooper, Alexander Grosul, Timothy J. Harvey, Steven W. Reeves, Devika Subramanian, Linda Torczon, Todd Waterman
2004 — conf
Events, Patterns and Analysis: forecasting conflict in the 21st century.
DG.O
Devika Subramanian, Richard Stoll
2004 B conf
Finding effective compilation sequences.
LCTES
L. Almagor, Keith D. Cooper, Alexander Grosul, Timothy J. Harvey, Steven W. Reeves, Devika Subramanian, Linda Torczon, Todd Waterman
2003 J jnl
Random 3-SAT: The Plot Thickens.
Constraints An Int. J.
Cristian Coarfa, Demetrios D. Demopoulos, Alfonso San Miguel Aguirre, Devika Subramanian, Moshe Y. Vardi
2002 J jnl
Adaptive Optimizing Compilers for the 21st Century.
J. Supercomput.
Keith D. Cooper, Devika Subramanian, Linda Torczon
2001 A* conf
Robust Localization Algorithms for an Autonomous Campus Tour Guide.
ICRA
Richard Thrapp, Christian Westbrook, Devika Subramanian
2000 A conf
Random 3-SAT: The Plot Thickens.
CP
Cristian Coarfa, Demetrios D. Demopoulos, Alfonso San Miguel Aguirre, Devika Subramanian, Moshe Y. Vardi
1999 A* conf
A New Approach to Routing with Dynamic Metrics.
INFOCOM
Johnny Chen, Peter Druschel, Devika Subramanian
1999 — conf
Optimizing for Reduced Code Space using Genetic Algorithms.
Workshop on Languages, Compilers, and Tools for Embedded Systems
Keith D. Cooper, Philip J. Schielke, Devika Subramanian
1999 — ed.
Proceedings of the Sixteenth National Conference on Artificial Intelligence and Eleventh Conference on Innovative Applications of Artificial Intelligence, July 18-22, 1999, Orlando, Florida, USA.
AAAI
Jim Hendler, Devika Subramanian
1998 A* conf
An Efficient Multipath Forwarding Method.
INFOCOM
Johnny Chen, Peter Druschel, Devika Subramanian
1997 — conf
Ants and Reinforcement Learning: A Case Study in Routing in Dynamic Networks.
IJCAI (2)
Devika Subramanian, Peter Druschel, Johnny Chen
1997 J jnl
Customizing Information Capture and Access.
ACM Trans. Inf. Syst.
Daniela Rus, Devika Subramanian
1997 — conf
Information Retrieval, Information Structure, and Information Agents.
Intelligent Hypertext
Daniela Rus, Devika Subramanian
1997 J jnl
The Common Order-Theoretic Structure of Version Spaces and ATMSs.
Artif. Intell.
Carl A. Gunter, Teow-Hin Ngair, Devika Subramanian
1997 J jnl
The Relevance of Relevance (Editorial).
Artif. Intell.
Devika Subramanian, Russell Greiner, Judea Pearl
1996 — conf
Sets as Anti-Chains.
ASIAN
Carl A. Gunter, Teow-Hin Ngair, Devika Subramanian
1995 J jnl
Customizing Multimedia Information Access.
ACM Comput. Surv.
Daniela Rus, Devika Subramanian
1995 J jnl
Provably Bounded-Optimal Agents
CoRR
Stuart J. Russell, Devika Subramanian
1995 J jnl
Provably Bounded-Optimal Agents.
J. Artif. Intell. Res.
Stuart J. Russell, Devika Subramanian
1995 J jnl
Shifting Vocabulary Bias in Speedup Learning.
Mach. Learn.
Devika Subramanian
1994 A conf
Induction of Rules for Biological Macromolecular Crystallization.
ISMB
Daniel N. Hennessy, Vanathi Gopalakrishnan, Bruce G. Buchanan, John M. Rosenberg, Devika Subramanian
1994 A* conf
The Crystallographer's Assistant.
AAAI
Vanathi Gopalakrishnan, Daniel N. Hennessy, Bruce G. Buchanan, Devika Subramanian
1993 J jnl
A Multistrategy Learning Scheme for Agent Knowledge Acquisition.
Informatica (Slovenia)
Diana F. Gordon, Devika Subramanian
1993 A* conf
Conceptual Design and Artificial Intelligence.
IJCAI
Devika Subramanian
1993 A conf
Multi-media RISSC Informatics: Retrieval of Information with Simple Structural Components (Part I: The Architecture).
CIKM
Daniela Rus, Devika Subramanian
1993 A* conf
Provably Bounded Optimal Agents.
IJCAI
Stuart J. Russell, Devika Subramanian, Ronald Parr
1992 — conf
Measuring Utility and the Design of Provably Good EBL Algorithms.
ML
Devika Subramanian, Scott B. Hunter
1991 A* conf
The Common Order-Theoretic Structure of Version Spaces and ATMS's.
AAAI
Carl A. Gunter, Teow-Hin Ngair, Prakash Panangaden, Devika Subramanian
1990 A* conf
The Utility of EBL in Recursive Domain Theories.
AAAI
Devika Subramanian, Ronen Feldman
1989 — conf
A Theory of Justified Reformulations.
ML
Devika Subramanian
1989 — —
A theory of justified reformulations.
Devika Subramanian
1989 A* conf
Making Situation Calculus Indexical.
KR
Devika Subramanian, John Woodfill
1989 — conf
Representational Issues in Machine Learning.
ML
Devika Subramanian
1987 A* conf
The Relevance of Irrelevance.
IJCAI
Devika Subramanian, Michael R. Genesereth
1986 A* conf
Factorization in Experiment Generation.
AAAI
Devika Subramanian, Joan Feigenbaum