Soumya Ray
Title
Cited by
Cited by
Year
Multiple-Instance Active Learning
B Settles, M Craven, S Ray
Neural Information Processing Systems, 2007
5282007
Multiple-instance active learning
B Settles, M Craven, S Ray
In Advances in Neural Information Processing Systems (NIPS, 2008
5262008
Supervised versus multiple instance learning: An empirical comparison
S Ray, M Craven
Proceedings of the 22nd international conference on Machine learning, 697-704, 2005
2722005
Multi-task reinforcement learning: a hierarchical bayesian approach
A Wilson, A Fern, S Ray, P Tadepalli
Proceedings of the 24th international conference on Machine learning, 1015-1022, 2007
2682007
Hierarchical hidden markov models for information extraction
M Skounakis, M Craven, S Ray
International Joint Conference on Artificial Intelligence 18, 427-433, 2003
2172003
Representing sentence structure in hidden Markov models for information extraction
S Ray, M Craven
International Joint Conference on Artificial Intelligence 17 (1), 1273-1279, 2001
1902001
Online multiple instance regression
W Zhi-Gang, Z Zeng-Shun, Z Chang-Shui
Chinese Physics B 22 (9), 098702, 2013
1592013
Automatic discovery and transfer of MAXQ hierarchies
N Mehta, S Ray, P Tadepalli, T Dietterich
Proceedings of the 25th international conference on Machine learning, 648-655, 2008
1062008
A theoretical and empirical analysis of support vector machine methods for multiple-instance classification
G Doran, S Ray
Machine learning 97 (1-2), 79-102, 2014
712014
Learning statistical models for annotating proteins with function information using biomedical text
S Ray, M Craven
BMC bioinformatics 6 (1), 1-9, 2005
582005
Online Planning for Resource Production in Real-Time Strategy Games.
H Chan, A Fern, S Ray, N Wilson, C Ventura
ICAPS, 65-72, 2007
562007
Automatic stent detection in intravascular OCT images using bagged decision trees
H Lu, M Gargesha, Z Wang, D Chamie, GF Attizzani, T Kanaya, S Ray, ...
Biomedical optics express 3 (11), 2809-2824, 2012
502012
Accurate estimation of short read mapping quality for next-generation genome sequencing
M Ruffalo, M Koyutürk, S Ray, T LaFramboise
Bioinformatics 28 (18), i349-i355, 2012
382012
Skewing: An efficient alternative to lookahead for decision tree induction
D Page, S Ray
INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE 18, 601-612, 2003
332003
Bayesian Hierarchical Reinforcement Learning
F Cao, S Ray
Advances in Neural Information Processing Systems 25, 73-81, 2012
322012
A large-scale empirical analysis of email spam detection through network characteristics in a stand-alone enterprise
T Ouyang, S Ray, M Allman, M Rabinovich
Computer Networks 59, 101-121, 2014
272014
Extending online planning for resource production in real-time strategy games with search
H Chan, A Fern, S Ray, N Wilson, C Ventura
Workshop on Planning in Games, ICAPS 2007, 2007
172007
A new coupled fractional reduced differential transform method for the numerical solutions of-dimensional time fractional coupled Burger equations
SS Ray
Modelling and Simulation in Engineering 2014, 2014
152014
Sepia: a scalable game environment for artificial intelligence teaching and research
S Sosnowski, T Ernsberger, F Cao, S Ray
Fourth AAAI Symposium on Educational Advances in Artificial Intelligence …, 2013
152013
An integrated approach to feature invention and model construction for drug activity prediction
J Davis, VS Costa, S Ray, D Page
Proceedings of the 24th international conference on machine learning, 217-224, 2007
152007
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Articles 1–20