Soumya Ray

发表

Scaling a Natural Language Generation System

Jonathan Pfeil, Soumya Ray, 2016, ACL.

Automated Volumetric Intravascular Plaque Classification Using Optical Coherence Tomography

Andrew M. Rollins, Daisuke Nakamura, Soumya Ray, 2016, AI Mag..

A fuzzy approach for reputation management in Bittorrent P2P network

Soumya Ray, Nachiketa Tarasia, Ansuman Mahapatra, 2011, 2011 3rd International Conference on Electronics Computer Technology.

Offline reinforcement learning with task hierarchies

Soumya Ray, Devin Schwab, 2017, Machine Learning.

Gesture Annotation With a Visual Search Engine for Multimodal Communication Research

Mark Turner, Soumya Ray, Sergiy Turchyn, 2018, AAAI.

A Multi-Representation Ensemble Approach to Classifying Vocal Diseases

Soumya Ray, Yufan Chen, Mingxuan Ju, 2018, 2018 IEEE International Conference on Big Data (Big Data).

Evaluating the Predictive Performance of Composites in PLS Path Modeling

Soumya Ray, Galit Shmueli, Nicholas Danks, 2017 .

Learning Instance Concepts from Multiple-Instance Data with Bags as Distributions

Gary Doran, Soumya Ray, Soumya Ray, 2014, AAAI.

Generalized skewing for functions with continuous and nominal attributes

David Page, Soumya Ray, David Page, 2005, ICML.

Design Features of Roof of Weightlifting Stadium

Soumya Ray, Arindam Basu, B. Roy, 2013 .

An Analysis of Boosted Linear Classifiers on Noisy Data with Applications to Multiple-Instance Learning

Rui Liu, Soumya Ray, Soumya Ray, 2017, 2017 IEEE International Conference on Data Mining (ICDM).

Multiple-Instance Learning from Distributions

Gary Doran, Soumya Ray, Soumya Ray, 2016, J. Mach. Learn. Res..

EXECUTION ANALYSIS OF LOAD BALANCING ALGORITHMS IN CLOUD C OMPUTING ENVIRONMENT

Ajanta De Sarkar, Soumya Ray, Soumya Ray, 2012, CloudCom 2012.

Tightly Integrating Relational Learning and Multiple-Instance Regression for Real-Valued Drug Activity Prediction

Jesse Davis, Soumya Ray, David L. Page, 2007 .

Sequential skewing: an improved skewing algorithm

David Page, Soumya Ray, David Page, 2004, ICML.

Improving the Precision of Dependence-Based Defect Mining by Supervised Learning of Rule and Violation Graphs

Andy Podgurski, Soumya Ray, Boya Sun, 2010, 2010 IEEE 21st International Symposium on Software Reliability Engineering.

The Central Role of Engagement in Online Communities

Soumya Ray, James G. Morris, Sung S. Kim, 2014, Inf. Syst. Res..

Approaches and Challenges of Big Data Analytics—Study of a Beginner

Soumya Ray, R. T. Goswami, Ankita Roy, 2017 .

Extending Online Planning for Resource Production in Real-Time Strategy Games with Search

Alan Fern, Soumya Ray, Nick Wilson, 2007 .

Automated stent coverage analysis in intravascular OCT (IVOCT) image volumes using a support vector machine and mesh growing.

Andrew M. Rollins, Soumya Ray, David L. Wilson, 2019, Biomedical optics express.

Accurate estimation of short read mapping quality for next-generation genome sequencing

Matthew Ruffalo, Mehmet Koyutürk, Soumya Ray, 2012, Bioinform..

The interplay of conscious and automatic mechanisms in the context of routine use: An integrative and comparative study of contrasting mechanisms

Soumya Ray, DongBack Seo, Soumya Ray, 2013, Inf. Manag..

Supervised versus multiple instance learning: an empirical comparison

Mark Craven, Soumya Ray, M. Craven, 2005, ICML.

Bayesian Hierarchical Reinforcement Learning

Feng Cao, Soumya Ray, Soumya Ray, 2012, NIPS.

Learning Bayesian Network Structure from Correlation-Immune Data

David Page, Soumya Ray, Eric Lantz, 2007, UAI.

Security Assurance: How Online Service Providers Can Influence Security Control Perceptions and Gain Trust

Soumya Ray, Terence T. Ow, Sung S. Kim, 2011, Decis. Sci..

Design Features of IG Stadium

Soumya Ray, S. Chatterjee, Soumya Ray, 2013 .

Big Data Security in Healthcare: Survey on Frameworks and Algorithms

Soumya Ray, R. T. Goswami, Sudipta Chandra, 2017, 2017 IEEE 7th International Advance Computing Conference (IACC).

Model-Based Reinforcement Learning

Prasad Tadepalli, Soumya Ray, Prasad Tadepalli, 2010, Encyclopedia of Machine Learning and Data Mining.

Learning from data with complex interactions and ambiguous labels

Mark Craven, Soumya Ray, David C. Page, 2005 .

Cyberloafing in the workplace: mitigation tactics and their impact on individuals’ behavior

Reza Barkhi, Lara Khansa, Soumya Ray, 2018, Inf. Technol. Manag..

Model-Based Reinforcement Learning

Prasad Tadepalli, Soumya Ray, 2010 .

SMILe: Shuffled Multiple-Instance Learning

Gary Doran, Soumya Ray, 2013, AAAI.

Automatic discovery and transfer of MAXQ hierarchies

Thomas G. Dietterich, Prasad Tadepalli, Soumya Ray, 2008, ICML '08.

Multi-Instance Learning

Hendrik Blockeel, Soumya Ray, Stephen Scott, 2010, Encyclopedia of Machine Learning.

Multiple Instance Regression

David Page, Soumya Ray, Soumya Ray, 2001, ICML.

Mean Squared Error

Johannes Fürnkranz, Luís Torgo, Thomas Stützle, 2010, Encyclopedia of Machine Learning.

Domain-Specific Language for Building and Estimating Structural Equation Models [R package seminr version 1.1.0]

Soumya Ray, Nicholas Patrick Danks, Juan Manuel Velasquez Estrada, 2020 .

Prediction-Oriented Model Selection in Partial Least Squares Path Modeling

Pratyush Nidhi Sharma, Galit Shmueli, Soumya Ray, 2018, Decis. Sci..

Detection and Prediction of Adverse and Anomalous Events in Medical Robots

Feng Cao, Andy Podgurski, Soumya Ray, 2013, IAAI.

Exploiting Product Distributions to Identify Relevant Variables of Correlation Immune Functions

Lisa Hellerstein, Eric Bach, David Page, 2009, J. Mach. Learn. Res..

Learning and transferring roles in multi-agent MDPs

Alan Fern, Prasad Tadepalli, Aaron Wilson, 2008, AAAI 2008.

Multiple-Instance Active Learning

Mark Craven, Burr Settles, Soumya Ray, 2007, NIPS.

Multistrategy Ensemble Learning

Johannes Fürnkranz, Luís Torgo, Thomas Stützle, 2010, Encyclopedia of Machine Learning.

CARIAL: Cost-Aware Software Reliability Improvement with Active Learning

Andy Podgurski, Soumya Ray, Boya Sun, 2012, 2012 IEEE Fifth International Conference on Software Testing, Verification and Validation.

Multi-Armed Bandit

Johannes Fürnkranz, Luís Torgo, Katharina Morik, 2010, Encyclopedia of Machine Learning.

Classification of calcium in intravascular OCT images for the purpose of intervention planning

Soumya Ray, David L. Wilson, Ronny Shalev, 2016, SPIE Medical Imaging.

Representing Sentence Structure in Hidden Markov Models for Information Extraction

Mark Craven, Soumya Ray, M. Craven, 2001, IJCAI.

What Leads to Prosocial Behaviors on Social Networking Services: A Tripartite Model

Soumya Ray, Mikko T. Siponen, Jungwon Kuem, 2017, J. Manag. Inf. Syst..

Automatic Discovery and Transfer of Task Hierarchies in Reinforcement Learning

Thomas G. Dietterich, Prasad Tadepalli, Soumya Ray, 2011, AI Mag..

Rankboost+: an improvement to Rankboost

Rui Liu, Soumya Ray, Harold Connamacher, 2020, Mach. Learn..

Fault Localization in Embedded Control System Software

Andy Podgurski, Soumya Ray, Kai Liang, 2015, 2015 IEEE/ACM 1st International Workshop on Software Engineering for Smart Cyber-Physical Systems.

Hierarchical Hidden Markov Models for Information Extraction

Mark Craven, Soumya Ray, Marios Skounakis, 2003, IJCAI.

Multi-task reinforcement learning: a hierarchical Bayesian approach

Alan Fern, Prasad Tadepalli, Aaron Wilson, 2007, ICML '07.

An integrated approach to feature invention and model construction for drug activity prediction

Jesse Davis, David Page, Vítor Santos Costa, 2007, ICML '07.

Multiple-Instance Learning

Hendrik Blockeel, Soumya Ray, Stephen Scott, 2017, Encyclopedia of Machine Learning and Data Mining.

An Integrated Approach to Feature Construction and Model Building for Drug Activity Prediction

Jesse Davis, Vítor Santos Costa, Soumya Ray, 2007, ICML 2007.

A Decision-Theoretic Approach to Natural Language Generation

Soumya Ray, Nathan McKinley, Soumya Ray, 2014, ACL.

Multi-Instance Learning

Hendrik Blockeel, Soumya Ray, Stephen Scott, 2017, Encyclopedia of Machine Learning and Data Mining.

Design Features of Bardhaman Cable Stayed Road Over Bridge

Mike Schlaich, Soumya Ray, Subhasis Sen, 2012 .

Can Network Characteristics Detect Spam Effectively in a Stand-Alone Enterprise?

Mark Allman, Michael Rabinovich, Soumya Ray, 2011, PAM.

Reactive Supervision: A New Method for Collecting Sarcasm Data pdf

Lun-Wei Ku, Soumya Ray, Boaz Shmueli, 2020, EMNLP.

A theoretical and empirical analysis of support vector machine methods for multiple-instance classification

Gary Doran, Soumya Ray, Soumya Ray, 2014, Machine Learning.

Processing to determine optical parameters of atherosclerotic disease from phantom and clinical intravascular optical coherence tomography three-dimensional pullbacks

David L Wilson, Kentaro Tanaka, Soumya Ray, 2016, Journal of medical imaging.

A large-scale empirical analysis of email spam detection through network characteristics in a stand-alone enterprise

Mark Allman, Michael Rabinovich, Soumya Ray, 2014, Comput. Networks.

Learning Statistical Models for Annotating Proteins with Function Information using Biomedical Text

Mark Craven, Soumya Ray, M. Craven, 2005, BMC Bioinformatics.

Why skewing works: learning difficult Boolean functions with greedy tree learners

Lisa Hellerstein, David Page, Soumya Ray, 2005, ICML.

A Unifying Framework for Learning Bag Labels from Generalized Multiple-Instance Data

Gary Doran, Soumya Ray, Andrew Latham, 2016, IJCAI.

Model-Based Reinforcement Learning

Prasad Tadepalli, Soumya Ray, Prasad Tadepalli, 2010, Encyclopedia of Machine Learning and Data Mining.

Mean Absolute Error

Johannes Fürnkranz, Luís Torgo, Thomas Stützle, 2010, Encyclopedia of Machine Learning and Data Mining.

SEPIA: A Scalable Game Environment for Artificial Intelligence Teaching and Research

Soumya Ray, Feng Cao, Timothy S. Ernsberger, 2013, Proceedings of the AAAI Conference on Artificial Intelligence.

Online Planning for Resource Production in Real-Time Strategy Games

Alan Fern, Soumya Ray, Nick Wilson, 2007, ICAPS.

Big Data Security: Survey on Frameworks and Algorithms

Soumya Ray, R. T. Goswami, Sudipta Chandra, 2017, 2017 IEEE 7th International Advance Computing Conference (IACC).

Automatic stent strut detection in intravascular OCT images using image processing and classification technique

Andrew M. Rollins, Soumya Ray, David L. Wilson, 2013, Medical Imaging.

On the Consistency of Feature Selection With Lasso for Non-linear Targets

Yue Zhang, Soumya Ray, Weihong Guo, 2016, ICML.

Big Data Security Issues from the Perspective of IoT and Cloud Computing: A Review

Sandip Dutta, Soumya Ray, Kamta Nath Mishra, 2020 .

Happy Dance, Slow Clap: Using Reaction GIFs to Predict Induced Affect on Twitter pdf

Lun-Wei Ku, Soumya Ray, Boaz Shmueli, 2021, ACL.

Automatic stent detection in intravascular OCT images using bagged decision trees

Andrew M. Rollins, Soumya Ray, David L. Wilson, 2012, Biomedical optics express.