Soumya Ray - RankMe

84 papers A* 20A 3B 1C 2Journal 36Unranked 17

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Recovery and Characterization of Tissue Properties from Magnetic Resonance Fingerprinting with Exchange. J. Imaging Naren Nallapareddy, Soumya Ray
2025	—	`conf`	The Effects of Artificial Intelligence Assistants on the Acquisition of Laparoscopic Surgical Spatial Navigation Skills. ISMR Noelle Nelson, Ilke Kas, Tarun Sepuri, Philip Smith, Amy L. Wilson-Delfosse, Elizabeth A. Krupinski, Brooke N. Macnamara, Soumya Ray, Mural Cenk Çavusoglu
2024	J	`jnl`	Reimagining the Journal Editorial Process: An AI-Augmented Versus an AI-Driven Future. J. Assoc. Inf. Syst. Galit Shmueli, Soumya Ray
2024	J	`jnl`	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. Nicholas P. Danks, Soumya Ray, Galit Shmueli
2023	J	`jnl`	An Innovative Technique for DDoS Attack Recognition and Deterrence on M-Health Sensitive Data. Wirel. Pers. Commun. Soumya Ray, Kamta Nath Mishra, Sandip Dutta
2023	J	`jnl`	Fighting for the status quo: Threat to tech self-esteem and opposition to competing smartphones. Inf. Manag. Arturo Heyner Cano Bejar, Soumya Ray, Yu-Hsuan Huang
2023	J	`jnl`	On the Relationship between Feature Selection Metrics and Accuracy. Entropy Elise Epstein, Naren Nallapareddy, Soumya Ray
2023	C	`conf`	Predictive Validation of Interaction Terms in PLS-SEM. ICIS Nicholas P. Danks, Soumya Ray
2023	—	`conf`	Structural Equation Modeling in HCI Research using SEMinR. CHI Extended Abstracts André Calero Valdez, Lilian Kojan, Nicholas Patrick Danks, Soumya Ray
2023	J	`jnl`	Taking the Person Seriously: Ethically Aware IS Research in the Era of Reinforcement Learning-Based Personalization. J. Assoc. Inf. Syst. Travis Greene, Galit Shmueli, Soumya Ray
2023	—	`conf`	What's the Harm in Waiting? Examining disfluency from system response time in decision tasks with conversational agents. AMCIS Edgar Alexander Duron, Soumya Ray, Po Jen Hsia
2022	—	`conf`	Hybrid Semantics for Goal-Directed Natural Language Generation. ACL (1) Connor Baumler, Soumya Ray
2022	A*	`conf`	Inferring Multiple Tissue Properties from Magnetic Resonance Fingerprinting Images. AAAI Naren Nallapareddy, Soumya Ray
2022	J	`jnl`	Personality Antecedents and Consequences of Internet Addiction Vis-à-vis Internet Habit: a Theory and an Empirical Investigation. Inf. Syst. Frontiers Jungwon Kuem, Soumya Ray
2021	—	`conf`	Beyond Fair Pay: Ethical Implications of NLP Crowdsourcing. NAACL-HLT Boaz Shmueli, Jan Fell, Soumya Ray, Lun-Wei Ku
2021	J	`jnl`	Beyond Fair Pay: Ethical Implications of NLP Crowdsourcing. CoRR Boaz Shmueli, Jan Fell, Soumya Ray, Lun-Wei Ku
2021	—	`conf`	Happy Dance, Slow Clap: Using Reaction GIFs to Predict Induced Affect on Twitter. ACL/IJCNLP (2) Boaz Shmueli, Soumya Ray, Lun-Wei Ku
2021	J	`jnl`	Happy Dance, Slow Clap: Using Reaction GIFs to Predict Induced Affect on Twitter. CoRR Boaz Shmueli, Soumya Ray, Lun-Wei Ku
2021	J	`jnl`	Prediction-Oriented Model Selection in Partial Least Squares Path Modeling. Decis. Sci. Pratyush Nidhi Sharma, Galit Shmueli, Marko Sarstedt, Nicholas P. Danks, Soumya Ray
2021	—	`conf`	Seeing Humans in the Data: Ethical Blind Spots of Taiwan Academic Researchers in the Era of Behavioral Big Data. HICSS Jan Fell, Galit Shmueli, Travis Greene, Jyun-Cheng Wang, Soumya Ray, Shu-Yuan Wu
2021	J	`jnl`	Smartphone Addiction and Conflict: An Incentive-Sensitisation Perspective of Addiction for Information Systems. Eur. J. Inf. Syst. Jungwon Kuem, Soumya Ray, Pei-Fang Hsu, Lara Khansa
2021	J	`jnl`	SocialNLP EmotionGIF 2020 Challenge Overview: Predicting Reaction GIF Categories on Social Media. CoRR Boaz Shmueli, Lun-Wei Ku, Soumya Ray
2020	J	`jnl`	Guest editorial. Ind. Manag. Data Syst. Wen-Lung Shiau, Xiaodie Pu, Soumya Ray, Charlie C. Chen
2020	J	`jnl`	Rankboost+: an improvement to Rankboost. Mach. Learn. Harold S. Connamacher, Nikil Pancha, Rui Liu, Soumya Ray
2020	—	`conf`	Reactive Supervision: A New Method for Collecting Sarcasm Data. EMNLP (1) Boaz Shmueli, Lun-Wei Ku, Soumya Ray
2020	J	`jnl`	Reactive Supervision: A New Method for Collecting Sarcasm Data. CoRR Boaz Shmueli, Lun-Wei Ku, Soumya Ray
2020	J	`jnl`	Understanding fintech continuance: perspectives from self-efficacy and ECT-IS theories. Ind. Manag. Data Syst. Wen-Lung Shiau, Ye Yuan, Xiaodie Pu, Soumya Ray, Charlie C. Chen
2019	J	`jnl`	Adjusting to the GDPR: The Impact on Data Scientists and Behavioral Researchers. Big Data Travis Greene, Galit Shmueli, Soumya Ray, Jan Fell
2019	J	`jnl`	Habit and addiction in the use of social networking sites: Their nature, antecedents, and consequences. Comput. Hum. Behav. DongBack Seo, Soumya Ray
2018	—	`conf`	A Multi-Representation Ensemble Approach to Classifying Vocal Diseases. IEEE BigData Mingxuan Ju, Zhengkai Jiang, Yufan Chen, Soumya Ray
2018	J	`jnl`	Cyberloafing in the workplace: mitigation tactics and their impact on individuals' behavior. Inf. Technol. Manag. Lara Khansa, Reza Barkhi, Soumya Ray, Zachary Davis
2018	A*	`conf`	Gesture Annotation With a Visual Search Engine for Multimodal Communication Research. AAAI Sergiy Turchyn, Inés Olza Moreno, Cristóbal Pagán Cánovas, Francis F. Steen, Mark Turner, Javier Valenzuela, Soumya Ray
2017	A*	`conf`	An Analysis of Boosted Linear Classifiers on Noisy Data with Applications to Multiple-Instance Learning. ICDM Rui Liu, Soumya Ray
2017	J	`jnl`	Automated Volumetric Intravascular Plaque Classification Using Optical Coherence Tomography. AI Mag. Ronny Shalev, Daisuke Nakamura, Setsu Nishino, Andrew M. Rollins, Hiram G. Bezerra, David L. Wilson, Soumya Ray
2017	—	`ch.`	Model-Based Reinforcement Learning. Encyclopedia of Machine Learning and Data Mining Soumya Ray, Prasad Tadepalli
2017	—	`ch.`	Multi-Instance Learning. Encyclopedia of Machine Learning and Data Mining Soumya Ray, Stephen Scott, Hendrik Blockeel
2017	—	`ch.`	Multiple-Instance Learning. Encyclopedia of Machine Learning and Data Mining Soumya Ray, Stephen Scott, Hendrik Blockeel
2017	J	`jnl`	Offline reinforcement learning with task hierarchies. Mach. Learn. Devin Schwab, Soumya Ray
2017	J	`jnl`	What Leads to Prosocial Behaviors on Social Networking Services: A Tripartite Model. J. Manag. Inf. Syst. Jungwon Kuem, Soumya Ray, Mikko T. Siponen, Sung S. Kim
2016	A*	`conf`	A Unifying Framework for Learning Bag Labels from Generalized Multiple-Instance Data. IJCAI Gary Doran, Andrew Latham, Soumya Ray
2016	A*	`conf`	Automated Volumetric Intravascular Plaque Classification Using Optical Coherence Tomography (OCT). AAAI Ronny Shalev, Daisuke Nakamura, Setsu Nishino, Andrew M. Rollins, Hiram G. Bezerra, David L. Wilson, Soumya Ray
2016	—	`conf`	Classification of calcium in intravascular OCT images for the purpose of intervention planning. Image-Guided Procedures Ronny Shalev, Hiram G. Bezerra, Soumya Ray, David Prabhu, David L. Wilson
2016	J	`jnl`	Multiple-Instance Learning from Distributions. J. Mach. Learn. Res. Gary Doran, Soumya Ray
2016	A*	`conf`	On the Consistency of Feature Selection With Lasso for Non-linear Targets. ICML Yue Zhang, Weihong Guo, Soumya Ray
2016	—	`conf`	Scaling a Natural Language Generation System. ACL (1) Jonathan Pfeil, Soumya Ray
2015	—	`conf`	Fault Localization in Embedded Control System Software. SEsCPS@ICSE Kai Liang, Zhuofu Bai, Murat Cenk Cavusoglu, Andy Podgurski, Soumya Ray
2014	—	`conf`	A Decision-Theoretic Approach to Natural Language Generation. ACL (1) Nathan McKinley, Soumya Ray
2014	J	`jnl`	A large-scale empirical analysis of email spam detection through network characteristics in a stand-alone enterprise. Comput. Networks Tu Ouyang, Soumya Ray, Mark Allman, Michael Rabinovich
2014	J	`jnl`	A theoretical and empirical analysis of support vector machine methods for multiple-instance classification. Mach. Learn. Gary Doran, Soumya Ray
2014	J	`jnl`	Examining cloud computing adoption intention, pricing mechanism, and deployment model. Int. J. Inf. Manag. Pei-Fang Hsu, Soumya Ray, Yu-Yu Li-Hsieh
2014	A*	`conf`	Learning Instance Concepts from Multiple-Instance Data with Bags as Distributions. AAAI Gary Doran, Soumya Ray
2014	J	`jnl`	The Central Role of Engagement in Online Communities. Inf. Syst. Res. Soumya Ray, Sung S. Kim, James G. Morris
2013	—	`conf`	Automatic stent strut detection in intravascular OCT images using image processing and classification technique. Computer-Aided Diagnosis 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
2013	C	`conf`	Detection and Prediction of Adverse and Anomalous Events in Medical Robots. IAAI Kai Liang, Feng Cao, Zhuofu Bai, Mark Renfrew, Murat Cenk Cavusoglu, Andy Podgurski, Soumya Ray
2013	—	`conf`	SEPIA: A Scalable Game Environment for Artificial Intelligence Teaching and Research. EAAI Scott Sosnowski, Tim Ernsberger, Feng Cao, Soumya Ray
2013	A*	`conf`	SMILe: Shuffled Multiple-Instance Learning. AAAI Gary Doran, Soumya Ray
2013	J	`jnl`	The interplay of conscious and automatic mechanisms in the context of routine use: An integrative and comparative study of contrasting mechanisms. Inf. Manag. Soumya Ray, DongBack Seo
2012	J	`jnl`	Accurate estimation of short read mapping quality for next-generation genome sequencing. Bioinform. Matthew Ruffalo, Mehmet Koyutürk, Soumya Ray, Thomas LaFramboise
2012	—	`conf`	Bayesian Hierarchical Reinforcement Learning. NIPS Feng Cao, Soumya Ray
2012	A	`conf`	CARIAL: Cost-Aware Software Reliability Improvement with Active Learning. ICST Boya Sun, Gang Shu, Andy Podgurski, Soumya Ray
2012	J	`jnl`	Learning Bayesian Network Structure from Correlation-Immune Data CoRR Eric Lantz, Soumya Ray, David Page
2012	J	`jnl`	Research Note - Online Users' Switching Costs: Their Nature and Formation. Inf. Syst. Res. Soumya Ray, Sung S. Kim, James G. Morris
2011	J	`jnl`	Automatic Discovery and Transfer of Task Hierarchies in Reinforcement Learning. AI Mag. Neville Mehta, Soumya Ray, Prasad Tadepalli, Thomas G. Dietterich
2011	B	`conf`	Can Network Characteristics Detect Spam Effectively in a Stand-Alone Enterprise? PAM Tu Ouyang, Soumya Ray, Michael Rabinovich, Mark Allman
2011	J	`jnl`	Security Assurance: How Online Service Providers Can Influence Security Control Perceptions and Gain Trust. Decis. Sci. Soumya Ray, Terence T. Ow, Sung S. Kim
2010	A	`conf`	Improving the Precision of Dependence-Based Defect Mining by Supervised Learning of Rule and Violation Graphs. ISSRE Boya Sun, Andy Podgurski, Soumya Ray
2010	—	`ch.`	Model-Based Reinforcement Learning. Encyclopedia of Machine Learning Soumya Ray, Prasad Tadepalli
2010	—	`ch.`	Multi-Instance Learning. Encyclopedia of Machine Learning Soumya Ray, Stephen Scott, Hendrik Blockeel
2009	J	`jnl`	Exploiting Product Distributions to Identify Relevant Variables of Correlation Immune Functions. J. Mach. Learn. Res. Lisa Hellerstein, Bernard Rosell, Eric Bach, Soumya Ray, David Page
2008	A*	`conf`	Automatic discovery and transfer of MAXQ hierarchies. ICML Neville Mehta, Soumya Ray, Prasad Tadepalli, Thomas G. Dietterich
2007	A*	`conf`	An integrated approach to feature invention and model construction for drug activity prediction. ICML Jesse Davis, Vítor Santos Costa, Soumya Ray, David Page
2007	A	`conf`	Learning Bayesian Network Structure from Correlation-Immune Data. UAI Eric Lantz, Soumya Ray, David Page
2007	A*	`conf`	Multi-task reinforcement learning: a hierarchical Bayesian approach. ICML Aaron Wilson, Alan Fern, Soumya Ray, Prasad Tadepalli
2007	—	`conf`	Multiple-Instance Active Learning. NIPS Burr Settles, Mark Craven, Soumya Ray
2007	A*	`conf`	Online Planning for Resource Production in Real-Time Strategy Games. ICAPS Hei Chan, Alan Fern, Soumya Ray, Nick Wilson, Chris Ventura
2005	A*	`conf`	Generalized skewing for functions with continuous and nominal attributes. ICML Soumya Ray, David Page
2005	J	`jnl`	Learning Statistical Models for Annotating Proteins with Function Information using Biomedical Text. BMC Bioinform. Soumya Ray, Mark Craven
2005	A*	`conf`	Supervised versus multiple instance learning: an empirical comparison. ICML Soumya Ray, Mark Craven
2005	A*	`conf`	Why skewing works: learning difficult Boolean functions with greedy tree learners. ICML Bernard Rosell, Lisa Hellerstein, Soumya Ray, David Page
2004	A*	`conf`	Sequential skewing: an improved skewing algorithm. ICML Soumya Ray, David Page
2003	A*	`conf`	Hierarchical Hidden Markov Models for Information Extraction. IJCAI Marios Skounakis, Mark Craven, Soumya Ray
2003	A*	`conf`	Skewing: An Efficient Alternative to Lookahead for Decision Tree Induction. IJCAI David Page, Soumya Ray
2001	A*	`conf`	Multiple Instance Regression. ICML Soumya Ray, David Page
2001	A*	`conf`	Representing Sentence Structure in Hidden Markov Models for Information Extraction. IJCAI Soumya Ray, Mark Craven