Soumya Ray

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 41

Top Topics

Social Networking Sites

Empirical Analysis

Natural Language Generation

Top Venues

Publications

Nicholas P. Danks, Soumya Ray, Galit Shmueli
The Composite Overfit Analysis Framework: Assessing the Out-of-Sample Generalizability of Construct-Based Models Using Predictive Deviance, Deviance Trees, and Unstable Paths. Manag. Sci. 70 (1) (2024)
Galit Shmueli, Soumya Ray
Reimagining the Journal Editorial Process: An AI-Augmented Versus an AI-Driven Future. J. Assoc. Inf. Syst. 25 (1) (2024)
Edgar Alexander Duron, Soumya Ray, Po Jen Hsia
What's the Harm in Waiting? Examining disfluency from system response time in decision tasks with conversational agents. AMCIS (2023)
Nicholas P. Danks, Soumya Ray
Predictive Validation of Interaction Terms in PLS-SEM. ICIS (2023)
Travis Greene, Galit Shmueli, Soumya Ray
Taking the Person Seriously: Ethically Aware IS Research in the Era of Reinforcement Learning-Based Personalization. J. Assoc. Inf. Syst. 24 (6) (2023)
Elise Epstein, Naren Nallapareddy, Soumya Ray
On the Relationship between Feature Selection Metrics and Accuracy. Entropy 25 (12) (2023)
Arturo Heyner Cano Bejar, Soumya Ray, Yu Hsuan Huang
Fighting for the status quo: Threat to tech self-esteem and opposition to competing smartphones. Inf. Manag. 60 (2) (2023)
André Calero Valdez, Lilian Kojan, Nicholas Patrick Danks, Soumya Ray
Structural Equation Modeling in HCI Research using SEMinR. CHI Extended Abstracts (2023)
Soumya Ray, Kamta Nath Mishra, Sandip Dutta
An Innovative Technique for DDoS Attack Recognition and Deterrence on M-Health Sensitive Data. Wirel. Pers. Commun. 128 (3) (2023)
Connor Baumler, Soumya Ray
Hybrid Semantics for Goal-Directed Natural Language Generation. ACL (1) (2022)
Jungwon Kuem, Soumya Ray
Personality Antecedents and Consequences of Internet Addiction Vis-à-vis Internet Habit: a Theory and an Empirical Investigation. Inf. Syst. Frontiers 24 (2) (2022)
Naren Nallapareddy, Soumya Ray
Inferring Multiple Tissue Properties from Magnetic Resonance Fingerprinting Images. AAAI (2022)
Boaz Shmueli, Jan Fell, Soumya Ray, Lun-Wei Ku
Beyond Fair Pay: Ethical Implications of NLP Crowdsourcing. NAACL-HLT (2021)
Boaz Shmueli, Jan Fell, Soumya Ray, Lun-Wei Ku
Beyond Fair Pay: Ethical Implications of NLP Crowdsourcing. CoRR (2021)
Jan Fell, Galit Shmueli, Travis Greene, Jyun-Cheng Wang, Soumya Ray, Shu-Yuan Wu
Seeing Humans in the Data: Ethical Blind Spots of Taiwan Academic Researchers in the Era of Behavioral Big Data. HICSS (2021)
Boaz Shmueli, Soumya Ray, Lun-Wei Ku
Happy Dance, Slow Clap: Using Reaction GIFs to Predict Induced Affect on Twitter. ACL/IJCNLP (2) (2021)
Pratyush Nidhi Sharma, Galit Shmueli, Marko Sarstedt, Nicholas Danks, Soumya Ray
Prediction-Oriented Model Selection in Partial Least Squares Path Modeling. Decis. Sci. 52 (3) (2021)
Boaz Shmueli, Soumya Ray, Lun-Wei Ku
Happy Dance, Slow Clap: Using Reaction GIFs to Predict Induced Affect on Twitter. CoRR (2021)
Boaz Shmueli, Lun-Wei Ku, Soumya Ray
SocialNLP EmotionGIF 2020 Challenge Overview: Predicting Reaction GIF Categories on Social Media. CoRR (2021)
Jungwon Kuem, Soumya Ray, Pei-Fang Hsu, Lara Khansa
Smartphone Addiction and Conflict: An Incentive-Sensitisation Perspective of Addiction for Information Systems. Eur. J. Inf. Syst. 30 (4) (2021)
Boaz Shmueli, Lun-Wei Ku, Soumya Ray
Reactive Supervision: A New Method for Collecting Sarcasm Data. CoRR (2020)
Wen-Lung Shiau, Ye Yuan, Xiaodie Pu, Soumya Ray, Charlie C. Chen
Understanding fintech continuance: perspectives from self-efficacy and ECT-IS theories. Ind. Manag. Data Syst. 120 (9) (2020)
Boaz Shmueli, Lun-Wei Ku, Soumya Ray
Reactive Supervision: A New Method for Collecting Sarcasm Data. EMNLP (1) (2020)
Harold S. Connamacher, Nikil Pancha, Rui Liu, Soumya Ray
Rankboost+: an improvement to Rankboost. Mach. Learn. 109 (1) (2020)
Wen-Lung Shiau, Xiaodie Pu, Soumya Ray, Charlie C. Chen
Guest editorial. Ind. Manag. Data Syst. 120 (12) (2020)
Travis Greene, Galit Shmueli, Soumya Ray, Jan Fell
Adjusting to the GDPR: The Impact on Data Scientists and Behavioral Researchers. Big Data 7 (3) (2019)
DongBack Seo, Soumya Ray
Habit and addiction in the use of social networking sites: Their nature, antecedents, and consequences. Comput. Hum. Behav. 99 (2019)
Sergiy Turchyn, Inés Olza Moreno, Cristóbal Pagán Cánovas, Francis F. Steen, Mark Turner, Javier Valenzuela, Soumya Ray
Gesture Annotation With a Visual Search Engine for Multimodal Communication Research. AAAI (2018)
Lara Khansa, Reza Barkhi, Soumya Ray, Zachary Davis
Cyberloafing in the workplace: mitigation tactics and their impact on individuals' behavior. Inf. Technol. Manag. 19 (4) (2018)
Mingxuan Ju, Zhengkai Jiang, Yufan Chen, Soumya Ray
A Multi-Representation Ensemble Approach to Classifying Vocal Diseases. IEEE BigData (2018)
Jungwon Kuem, Soumya Ray, Mikko T. Siponen, Sung S. Kim
What Leads to Prosocial Behaviors on Social Networking Services: A Tripartite Model. J. Manag. Inf. Syst. 34 (1) (2017)
Ronny Shalev, Daisuke Nakamura, Setsu Nishino, Andrew M. Rollins, Hiram G. Bezerra, David L. Wilson, Soumya Ray
Automated Volumetric Intravascular Plaque Classification Using Optical Coherence Tomography. AI Mag. 38 (1) (2017)
Rui Liu, Soumya Ray
An Analysis of Boosted Linear Classifiers on Noisy Data with Applications to Multiple-Instance Learning. ICDM (2017)
Devin Schwab, Soumya Ray
Offline reinforcement learning with task hierarchies. Mach. Learn. 106 (9-10) (2017)
Yue Zhang, Weihong Guo, Soumya Ray
On the Consistency of Feature Selection With Lasso for Non-linear Targets. ICML (2016)
Gary Doran, Soumya Ray
Multiple-Instance Learning from Distributions. J. Mach. Learn. Res. 17 (2016)
Ronny Shalev, Daisuke Nakamura, Setsu Nishino, Andrew M. Rollins, Hiram G. Bezerra, David L. Wilson, Soumya Ray
Automated Volumetric Intravascular Plaque Classification Using Optical Coherence Tomography (OCT). AAAI (2016)
Ronny Shalev, Hiram G. Bezerra, Soumya Ray, David Prabhu, David L. Wilson
Classification of calcium in intravascular OCT images for the purpose of intervention planning. Medical Imaging: Image-Guided Procedures (2016)
Gary Doran, Andrew Latham, Soumya Ray
A Unifying Framework for Learning Bag Labels from Generalized Multiple-Instance Data. IJCAI (2016)
Jonathan Pfeil, Soumya Ray
Scaling a Natural Language Generation System. ACL (1) (2016)
Kai Liang, Zhuofu Bai, Murat Cenk Cavusoglu, Andy Podgurski, Soumya Ray
Fault Localization in Embedded Control System Software. SEsCPS@ICSE (2015)
Gary Doran, Soumya Ray
Learning Instance Concepts from Multiple-Instance Data with Bags as Distributions. AAAI (2014)
Nathan McKinley, Soumya Ray
A Decision-Theoretic Approach to Natural Language Generation. ACL (1) (2014)
Gary Doran, Soumya Ray
A theoretical and empirical analysis of support vector machine methods for multiple-instance classification. Mach. Learn. 97 (1-2) (2014)
Tu Ouyang, Soumya Ray, Mark Allman, Michael Rabinovich
A large-scale empirical analysis of email spam detection through network characteristics in a stand-alone enterprise. Comput. Networks 59 (2014)
Pei-Fang Hsu, Soumya Ray, Yu-Yu Li-Hsieh
Examining cloud computing adoption intention, pricing mechanism, and deployment model. Int. J. Inf. Manag. 34 (4) (2014)
Soumya Ray, Sung S. Kim, James G. Morris
The Central Role of Engagement in Online Communities. Inf. Syst. Res. 25 (3) (2014)
Hong Lu, Madhusudhana Gargesha, Zhao Wang, Daniel Chamie, Guilherme F. Attizani, Tomoaki Kanaya, Soumya Ray, Marco A. Costa, Andrew M. Rollins, Hiram G. Bezerra, David L. Wilson
Automatic stent strut detection in intravascular OCT images using image processing and classification technique. Medical Imaging: Computer-Aided Diagnosis (2013)
Gary Doran, Soumya Ray
SMILe: Shuffled Multiple-Instance Learning. AAAI (2013)
Scott Sosnowski, Tim Ernsberger, Feng Cao, Soumya Ray
SEPIA: A Scalable Game Environment for Artificial Intelligence Teaching and Research. EAAI (2013)
Kai Liang, Feng Cao, Zhuofu Bai, Mark Renfrew, Murat Cenk Cavusoglu, Andy Podgurski, Soumya Ray
Detection and Prediction of Adverse and Anomalous Events in Medical Robots. IAAI (2013)
Soumya Ray, DongBack Seo
The interplay of conscious and automatic mechanisms in the context of routine use: An integrative and comparative study of contrasting mechanisms. Inf. Manag. 50 (7) (2013)
Feng Cao, Soumya Ray
Bayesian Hierarchical Reinforcement Learning. NIPS (2012)
Eric Lantz, Soumya Ray, David Page
Learning Bayesian Network Structure from Correlation-Immune Data CoRR (2012)
Matthew Ruffalo, Mehmet Koyutürk, Soumya Ray, Thomas LaFramboise
Accurate estimation of short read mapping quality for next-generation genome sequencing. Bioinform. 28 (18) (2012)
Soumya Ray, Sung S. Kim, James G. Morris
Research Note - Online Users' Switching Costs: Their Nature and Formation. Inf. Syst. Res. 23 (1) (2012)
Boya Sun, Gang Shu, Andy Podgurski, Soumya Ray
CARIAL: Cost-Aware Software Reliability Improvement with Active Learning. ICST (2012)
Tu Ouyang, Soumya Ray, Michael Rabinovich, Mark Allman
Can Network Characteristics Detect Spam Effectively in a Stand-Alone Enterprise? PAM (2011)
Neville Mehta, Soumya Ray, Prasad Tadepalli, Thomas G. Dietterich
Automatic Discovery and Transfer of Task Hierarchies in Reinforcement Learning. AI Mag. 32 (1) (2011)
Soumya Ray, Terence T. Ow, Sung S. Kim
Security Assurance: How Online Service Providers Can Influence Security Control Perceptions and Gain Trust. Decis. Sci. 42 (2) (2011)
Boya Sun, Andy Podgurski, Soumya Ray
Improving the Precision of Dependence-Based Defect Mining by Supervised Learning of Rule and Violation Graphs. ISSRE (2010)
Lisa Hellerstein, Bernard Rosell, Eric Bach, Soumya Ray, David Page
Exploiting Product Distributions to Identify Relevant Variables of Correlation Immune Functions. J. Mach. Learn. Res. 10 (2009)
Neville Mehta, Soumya Ray, Prasad Tadepalli, Thomas G. Dietterich
Automatic discovery and transfer of MAXQ hierarchies. ICML (2008)
Eric Lantz, Soumya Ray, David Page
Learning Bayesian Network Structure from Correlation-Immune Data. UAI (2007)
Jesse Davis, Vítor Santos Costa, Soumya Ray, David Page
An integrated approach to feature invention and model construction for drug activity prediction. ICML (2007)
Aaron Wilson, Alan Fern, Soumya Ray, Prasad Tadepalli
Multi-task reinforcement learning: a hierarchical Bayesian approach. ICML (2007)
Hei Chan, Alan Fern, Soumya Ray, Nick Wilson, Chris Ventura
Online Planning for Resource Production in Real-Time Strategy Games. ICAPS (2007)
Burr Settles, Mark Craven, Soumya Ray
Multiple-Instance Active Learning. NIPS (2007)
Bernard Rosell, Lisa Hellerstein, Soumya Ray, David Page
Why skewing works: learning difficult Boolean functions with greedy tree learners. ICML (2005)
Soumya Ray, Mark Craven
Learning Statistical Models for Annotating Proteins with Function Information using Biomedical Text. BMC Bioinform. 6 (S-1) (2005)
Soumya Ray, Mark Craven
Supervised versus multiple instance learning: an empirical comparison. ICML (2005)
Soumya Ray, David Page
Generalized skewing for functions with continuous and nominal attributes. ICML (2005)
Soumya Ray, David Page
Sequential skewing: an improved skewing algorithm. ICML (2004)
David Page, Soumya Ray
Skewing: An Efficient Alternative to Lookahead for Decision Tree Induction. IJCAI (2003)
Marios Skounakis, Mark Craven, Soumya Ray
Hierarchical Hidden Markov Models for Information Extraction. IJCAI (2003)
Soumya Ray, David Page
Multiple Instance Regression. ICML (2001)
Soumya Ray, Mark Craven
Representing Sentence Structure in Hidden Markov Models for Information Extraction. IJCAI (2001)