Roman Vaculín

73 papers A* 5A 10B 2C 1Misc 2Journal 24Unranked 28

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Evidence-Driven Reasoning for Industrial Maintenance Using Heterogeneous Data. CoRR Fearghal O'Donncha, Nianjun Zhou, Natalia Martinez, James T. Rayfield, Fenno F. Terry Heath III, Abigail Langbridge, Roman Vaculín
2025	J	`jnl`	AssetOpsBench: Benchmarking AI Agents for Task Automation in Industrial Asset Operations and Maintenance. CoRR Dhaval Patel, Shuxin Lin, James T. Rayfield, Nianjun Zhou, Roman Vaculín, Natalia Martinez Gil, Fearghal O'Donncha, Jayant Kalagnanam
2024	A	`conf`	Identifying Homogeneous and Interpretable Groups for Conformal Prediction. UAI Natalia Martinez Gil, Dhaval Patel, Chandra Reddy, Giridhar Ganapavarapu, Roman Vaculín, Jayant Kalagnanam
2023	J	`jnl`	A Supervised Contrastive Learning Pretrain-Finetune Approach for Time Series. CoRR Trang H. Tran, Lam M. Nguyen, Kyongmin Yeo, Nam Nguyen, Roman Vaculín
2023	A*	`conf`	AI Explainability 360 Toolkit for Time-Series and Industrial Use Cases. KDD Giridhar Ganapavarapu, Sumanta Mukherjee, Natalia Martinez Gil, Kanthi K. Sarpatwar, Amaresh Rajasekharan, Amit Dhurandhar, Vijay Arya, Roman Vaculín
2023	J	`jnl`	An End-to-End Time Series Model for Simultaneous Imputation and Forecast. CoRR Trang H. Tran, Lam M. Nguyen, Kyongmin Yeo, Nam Nguyen, Dzung T. Phan, Roman Vaculín, Jayant Kalagnanam
2023	—	`conf`	Efficient Pruning for Machine Learning Under Homomorphic Encryption. ESORICS (4) Ehud Aharoni, Moran Baruch, Pradip Bose, Alper Buyuktosunoglu, Nir Drucker, Subhankar Pal, Tomer Pelleg, Kanthi K. Sarpatwar, Hayim Shaul, Omri Soceanu, Roman Vaculín
2023	J	`jnl`	TsSHAP: Robust model agnostic feature-based explainability for time series forecasting. CoRR Vikas C. Raykar, Arindam Jati, Sumanta Mukherjee, Nupur Aggarwal, Kanthi K. Sarpatwar, Giridhar Ganapavarapu, Roman Vaculín
2022	J	`jnl`	HE-PEx: Efficient Machine Learning under Homomorphic Encryption using Pruning, Permutation and Expansion. CoRR Ehud Aharoni, Moran Baruch, Pradip Bose, Alper Buyuktosunoglu, Nir Drucker, Subhankar Pal, Tomer Pelleg, Kanthi K. Sarpatwar, Hayim Shaul, Omri Soceanu, Roman Vaculín
2022	B	`conf`	Physics-based multiple time-series univariate forecasting. IEEE Big Data Sumanta Mukherjee, Arindam Jati, Kanthi K. Sarpatwar, Roman Vaculín
2021	—	`conf`	AutoAI-TS: AutoAI for Time Series Forecasting. SIGMOD Conference Syed Yousaf Shah, Dhaval Patel, Long Vu, Xuan-Hong Dang, Bei Chen, Peter Kirchner, Horst Samulowitz, David Wood, Gregory Bramble, Wesley M. Gifford, Giridhar Ganapavarapu, Roman Vaculín, Petros Zerfos
2021	J	`jnl`	AutoAI-TS: AutoAI for Time Series Forecasting. CoRR Syed Yousaf Shah, Dhaval Patel, Long Vu, Xuan-Hong Dang, Bei Chen, Peter Kirchner, Horst Samulowitz, David Wood, Gregory Bramble, Wesley M. Gifford, Giridhar Ganapavarapu, Roman Vaculín, Petros Zerfos
2021	J	`jnl`	Efficient Encrypted Inference on Ensembles of Decision Trees. CoRR Kanthi K. Sarpatwar, Karthik Nandakumar, Nalini K. Ratha, James T. Rayfield, Karthikeyan Shanmugam, Sharath Pankanti, Roman Vaculín
2020	—	`conf`	Privacy Enhanced Decision Tree Inference. CVPR Workshops Kanthi K. Sarpatwar, Nalini K. Ratha, Karthik Nandakumar, Karthikeyan Shanmugam, James T. Rayfield, Sharath Pankanti, Roman Vaculín
2019	—	`conf`	A Scalable Blockchain Approach for Trusted Computation and Verifiable Simulation in Multi-Party Collaborations. IEEE ICBC Ravi Kiran Raman, Roman Vaculín, Michael Hind, Sekou L. Remy, Eleftheria Kyriaki Pissadaki, Nelson Kibichii Bore, Roozbeh Daneshvar, Biplav Srivastava, Kush R. Varshney
2019	—	`conf`	Blockchain Enabled AI Marketplace: The Price You Pay for Trust. CVPR Workshops Kanthi K. Sarpatwar, Venkata Sitaramagiridharganesh Ganapavarapu, Karthikeyan Shanmugam, Akond Rahman, Roman Vaculín
2019	J	`jnl`	Blockchain analytics and artificial intelligence. IBM J. Res. Dev. Donna Dillenberger, Petr Novotný, Q. Zhang, Praveen Jayachandran, Himanshu Gupta, Sandeep Hans, Dinesh C. Verma, Shreya Chakraborty, J. J. Thomas, M. M. Walli, Roman Vaculín, Kanthi K. Sarpatwar
2019	Misc	`conf`	Constructing and Compressing Frames in Blockchain-based Verifiable Multi-party Computation. ICASSP Ravi Kiran Raman, Kush R. Varshney, Roman Vaculín, Nelson Kibichii Bore, Sekou L. Remy, Eleftheria Kyriaki Pissadaki, Michael Hind
2019	J	`jnl`	Crypto anchors. IBM J. Res. Dev. Venkat S. K. Balagurusamy, Cyril Cabral, Srikumar Coomaraswamy, Emmanuel Delamarche, Donna N. Dillenberger, Gero Dittmann, Daniel J. Friedman, Onur Gökçe, Nigel Hinds, Jens Jelitto, Andreas Kind, Ashwin Dhinesh Kumar, Frank Libsch, Joseph W. Ligman, Seiji Munetoh, Chandra Narayanaswami, Abhilash Narendra, Arun Paidimarri, Miguel Ángel Prada-Delgado, James T. Rayfield, Chitra K. Subramanian, Roman Vaculín
2019	A*	`conf`	Differentially Private Distributed Data Summarization under Covariate Shift. NeurIPS Kanthi K. Sarpatwar, Karthikeyan Shanmugam, Venkata Sitaramagiridharganesh Ganapavarapu, Ashish Jagmohan, Roman Vaculín
2019	J	`jnl`	Differentially Private Distributed Data Summarization under Covariate Shift. CoRR Kanthi K. Sarpatwar, Karthikeyan Shanmugam, Venkata Sitaramagiridharganesh Ganapavarapu, Ashish Jagmohan, Roman Vaculín
2019	—	`conf`	Promoting Distributed Trust in Machine Learning and Computational Simulation. IEEE ICBC Nelson Kibichii Bore, Ravi Kiran Raman, Isaac M. Markus, Sekou L. Remy, Oliver Bent, Michael Hind, Eleftheria Kyriaki Pissadaki, Biplav Srivastava, Roman Vaculín, Kush R. Varshney, Komminist Weldemariam
2019	A*	`conf`	Similarity Preserving Representation Learning for Time Series Clustering. IJCAI Qi Lei, Jinfeng Yi, Roman Vaculín, Lingfei Wu, Inderjit S. Dhillon
2018	J	`jnl`	Permissioned Blockchain Technologies for Academic Publishing. CoRR Petr Novotný, Qi Zhang, Richard Hull, Salman Baset, Jim Laredo, Roman Vaculín, Daniel L. Ford, Donna N. Dillenberger
2018	J	`jnl`	Permissioned blockchain technologies for academic publishing. Inf. Serv. Use Petr Novotný, Qi Zhang, Richard Hull, Salman Baset, Jim Laredo, Roman Vaculín, Daniel L. Ford, Donna N. Dillenberger
2018	J	`jnl`	Promoting Distributed Trust in Machine Learning and Computational Simulation via a Blockchain Network. CoRR Nelson Kibichii Bore, Ravi Kiran Raman, Isaac M. Markus, Sekou L. Remy, Oliver Bent, Michael Hind, Eleftheria Kyriaki Pissadaki, Biplav Srivastava, Roman Vaculín, Kush R. Varshney, Komminist Weldemariam
2018	—	`conf`	Towards Enabling Trusted Artificial Intelligence via Blockchain. PADG@ESORICS Kanthi K. Sarpatwar, Roman Vaculín, Hong Min, Gong Su, Terry Heath, Giridhar Ganapavarapu, Donna Dillenberger
2018	J	`jnl`	Trusted Multi-Party Computation and Verifiable Simulations: A Scalable Blockchain Approach. CoRR Ravi Kiran Raman, Roman Vaculín, Michael Hind, Sekou L. Remy, Eleftheria Kyriaki Pissadaki, Nelson Kibichii Bore, Roozbeh Daneshvar, Biplav Srivastava, Kush R. Varshney
2017	J	`jnl`	Similarity Preserving Representation Learning for Time Series Analysis. CoRR Qi Lei, Jinfeng Yi, Roman Vaculín, Lingfei Wu, Inderjit S. Dhillon
2016	J	`jnl`	Riding and thriving on the API hype cycle. Commun. ACM Maja Vukovic, Jim Laredo, Vinod Muthusamy, Aleksander Slominski, Roman Vaculín, Wei Tan, Vijay K. Naik, Ignacio Silva-Lepe, Arun Kumar, Biplav Srivastava, Joel W. Branch
2016	A*	`conf`	Safe distribution and parallel execution of data-centric workflows over the publish/subscribe abstraction. ICDE Martin Jergler, Hans-Arno Jacobsen, Mohammad Sadoghi, Richard Hull, Roman Vaculín
2015	—	`conf`	Alexandria: Extensible Framework for Rapid Exploration of Social Media. BigData Congress Fenno F. Terry Heath III, Richard Hull, Elham Khabiri, Matthew Riemer, Noi Sukaviriya, Roman Vaculín
2015	J	`jnl`	Alexandria: Extensible Framework for Rapid Exploration of Social Media. CoRR Fenno F. Terry Heath III, Richard Hull, Elham Khabiri, Matthew Riemer, Noi Sukaviriya, Roman Vaculín
2015	A*	`conf`	Online Topic-based Social Influence Analysis for the Wimbledon Championships. KDD Varun R. Embar, Indrajit Bhattacharya, Vinayaka Pandit, Roman Vaculín
2015	Misc	`conf`	Optimal budget allocation strategies for real time bidding in display advertising. WSC Pavankumar Murali, Ying Li, Pietro Mazzoleni, Roman Vaculín
2015	J	`jnl`	Safe Distribution and Parallel Execution of Data-Centric Workflows over the Publish/Subscribe Abstraction. IEEE Trans. Knowl. Data Eng. Mohammad Sadoghi, Martin Jergler, Hans-Arno Jacobsen, Richard Hull, Roman Vaculín
2014	J	`jnl`	A social analytics platform for smarter commerce solutions. IBM J. Res. Dev. Michael Desmond, H. L. Guo, Fenno F. Terry Heath III, S. Bao, Elham Khabiri, Sophia Krasikov, Natwar Modani, Seema Nagar, M. Ohno, Harini Srinivasan, H. Takeuchi, Roman Vaculín, S. W. Zhao, T. Hamid
2014	J	`jnl`	Splitting GSM schemas: A framework for outsourcing of declarative artifact systems. Inf. Syst. Rik Eshuis, Richard Hull, Yutian Sun, Roman Vaculín
2014	—	`conf`	The ACSI Hub: A Data-centric Environment for Service Interoperation. BPM (Demos) David Boaz, Terry Heath, Manmohan Gupta, Lior Limonad, Yutian Sun, Richard Hull, Roman Vaculín
2014	—	`conf`	Towards a Plug-and-Play B2B Marketing Tool Based on Time-Sensitive Information Extraction. IEEE SCC Matt Callery, Fenno F. Terry Heath III, Richard Hull, Mark H. Linehan, Piyawadee Noi Sukaviriya, Roman Vaculín, Daniel V. Oppenheim
2013	A	`conf`	Barcelona: A Design and Runtime Environment for Declarative Artifact-Centric BPM. ICSOC Fenno F. Terry Heath III, David Boaz, Manmohan Gupta, Roman Vaculín, Yutian Sun, Richard Hull, Lior Limonad
2013	—	`conf`	Data management perspectives on business process management: tutorial overview. SIGMOD Conference Richard Hull, Jianwen Su, Roman Vaculín
2013	—	`conf`	Introduction to the Proceedings of the Workshop on Pervasive Analytical Service Clouds for the Enterprise and Beyond (PASCEB) 2013. ICSOC Workshops Alex Norta, Weishan Zhang, Claudia-Melania Chituc, Roman Vaculín
2013	J	`jnl`	On the equivalence of incremental and fixpoint semantics for business artifacts with Guard-Stage-Milestone lifecycles. Inf. Syst. Elio Damaggio, Richard Hull, Roman Vaculín
2013	A	`conf`	Splitting GSM Schemas: A Framework for Outsourcing of Declarative Artifact Systems. BPM Rik Eshuis, Richard Hull, Yutian Sun, Roman Vaculín
2013	—	`conf`	Supporting Collaborative Decision Processes. IEEE SCC Roman Vaculín, Richard Hull, Maja Vukovic, Terry Heath, Nathaniel Mills, Yutian Sun
2012	—	`conf`	A Generic Business Artifacts Based Authorization Framework for Cross-Enterprise Collaboration. SRII Global Conference Lior Limonad, David Boaz, Richard Hull, Roman Vaculín, Fenno F. Terry Heath III
2012	—	`conf`	Data Centric BPM and the Emerging Case Management Standard: A Short Survey. Business Process Management Workshops Mike Marin, Richard Hull, Roman Vaculín
2012	A	`conf`	Data-centric Web Services Based on Business Artifacts. ICWS Roman Vaculín, Terry Heath, Richard Hull
2012	A	`conf`	Ontology of Dynamic Entities. ER Lior Limonad, Pieter De Leenheer, Mark H. Linehan, Rick Hull, Roman Vaculín
2012	—	`conf`	Parallel Processing for Business Artifacts with Declarative Lifecycles. OTM Conferences (1) Yutian Sun, Richard Hull, Roman Vaculín
2012	—	`conf`	Work as a Service Meta-model and Protocol for Adjustable Visibility, Coordination, and Control. SRII Global Conference Roman Vaculín, Yi-Min Chee, Daniel V. Oppenheim, Lav R. Varshney
2011	A	`conf`	Business Artifact-Centric Modeling for Real-Time Performance Monitoring. BPM Rong Liu, Roman Vaculín, Zhe Shan, Anil Nigam, Frederick Y. Wu
2011	—	`conf`	Business artifacts with guard-stage-milestone lifecycles: managing artifact interactions with conditions and events. DEBS Richard Hull, Elio Damaggio, Riccardo De Masellis, Fabiana Fournier, Manmohan Gupta, Fenno F. Terry Heath III, Stacy Hobson, Mark H. Linehan, Sridhar Maradugu, Anil Nigam, Piyawadee Noi Sukaviriya, Roman Vaculín
2011	—	`conf`	Content-Based Privacy Management on the Social Web. Web Intelligence/IAT Workshops Michal Jakob, Zbynek Moler, Michal Pechoucek, Roman Vaculín
2011	B	`conf`	Declarative business artifact centric modeling of decision and knowledge intensive business processes. EDOC Roman Vaculín, Richard Hull, Terry Heath, Craig Cochran, Anil Nigam, Piyawadee Sukaviriya
2011	—	`conf`	Intelligent Content-Based Privacy Assistant for Facebook. Web Intelligence Michal Jakob, Zbynek Moler, Michal Pechoucek, Roman Vaculín
2011	A	`conf`	On the Equivalence of Incremental and Fixpoint Semantics for Business Artifacts with Guard-Stage-Milestone Lifecycles. BPM Elio Damaggio, Richard Hull, Roman Vaculín
2010	—	`conf`	Agent subset adversarial search for complex non-cooperative domains. CIG Viliam Lisý, Branislav Bosanský, Roman Vaculín, Michal Pechoucek
2010	—	`conf`	Introducing the Guard-Stage-Milestone Approach for Specifying Business Entity Lifecycles. WS-FM Richard Hull, Elio Damaggio, Fabiana Fournier, Manmohan Gupta, Fenno F. Terry Heath III, Stacy Hobson, Mark H. Linehan, Sridhar Maradugu, Anil Nigam, Piyawadee Sukaviriya, Roman Vaculín
2010	—	`conf`	Learning Task Specific Web Services Compositions with Loops and Conditional Branches from Example Executions. Web Intelligence Harini Veeraraghavan, Roman Vaculín, Manuela M. Veloso
2009	A	`conf`	Efficient Discovery of Collision-Free Service Combinations. ICWS Roman Vaculín, Katia P. Sycara
2009	—	`ch.`	Process Mediation of OWL-S Web Services. Advances in Web Semantics I Katia P. Sycara, Roman Vaculín
2009	J	`jnl`	The process mediation framework for semantic web services. Int. J. Agent Oriented Softw. Eng. Roman Vaculín, Roman Neruda, Katia P. Sycara
2008	—	`conf`	An Agent for Asymmetric Process Mediation in Open Environments. SOCASE Roman Vaculín, Roman Neruda, Katia P. Sycara
2008	—	`conf`	Exception Handling and Recovery of Semantic Web Services. ICNS Roman Vaculín, Kevin Wiesner, Katia P. Sycara
2008	A	`conf`	Modeling and Discovery of Data Providing Services. ICWS Roman Vaculín, Huajun Chen, Roman Neruda, Katia P. Sycara
2008	J	`jnl`	Process Mediation, Execution Monitoring and Recovery for Semantic Web Services. IEEE Data Eng. Bull. Katia P. Sycara, Roman Vaculín
2008	C	`conf`	Recovery Mechanisms for Semantic Web Services. DAIS Kevin Wiesner, Roman Vaculín, Martin J. Kollingbaum, Katia P. Sycara
2008	—	`conf`	Semantic Web Services Monitoring: An OWL-S Based Approach. HICSS Roman Vaculín, Katia P. Sycara
2008	—	`conf`	Towards Extending Service Discovery with Automated Composition Capabilities. ECOWS Roman Vaculín, Roman Neruda, Katia P. Sycara
2007	—	`conf`	Specifying and Monitoring Composite Events for Semantic Web Services. ECOWS Roman Vaculín, Katia P. Sycara
2007	A	`conf`	Towards automatic mediation of OWL-S process models. ICWS Roman Vaculín, Katia P. Sycara