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2020 – today
- 2023
[c47]Ehud Aharoni, Moran Baruch, Pradip Bose, Alper Buyuktosunoglu, Nir Drucker, Subhankar Pal, Tomer Pelleg, Kanthi K. Sarpatwar, Hayim Shaul, Omri Soceanu, Roman Vaculín:
Efficient Pruning for Machine Learning Under Homomorphic Encryption. ESORICS (4) 2023: 204-225- [c46]Giridhar Ganapavarapu
, Sumanta Mukherjee, Natalia Martinez Gil, Kanthi K. Sarpatwar, Amaresh Rajasekharan, Amit Dhurandhar, Vijay Arya, Roman Vaculín:
AI Explainability 360 Toolkit for Time-Series and Industrial Use Cases. KDD 2023: 5777-5778 - [i12]Vikas C. Raykar, Arindam Jati, Sumanta Mukherjee, Nupur Aggarwal, Kanthi K. Sarpatwar, Giridhar Ganapavarapu, Roman Vaculín:
TsSHAP: Robust model agnostic feature-based explainability for time series forecasting. CoRR abs/2303.12316 (2023) - [i11]Trang H. Tran, Lam M. Nguyen, Kyongmin Yeo, Nam Nguyen, Dzung T. Phan, Roman Vaculín, Jayant Kalagnanam:
An End-to-End Time Series Model for Simultaneous Imputation and Forecast. CoRR abs/2306.00778 (2023) - [i10]Trang H. Tran, Lam M. Nguyen, Kyongmin Yeo, Nam Nguyen, Roman Vaculín:
A Supervised Contrastive Learning Pretrain-Finetune Approach for Time Series. CoRR abs/2311.12290 (2023) - 2022
- [c45]Sumanta Mukherjee, Arindam Jati, Kanthi K. Sarpatwar, Roman Vaculín:
Physics-based multiple time-series univariate forecasting. IEEE Big Data 2022: 1054-1059 - [i9]Ehud Aharoni, Moran Baruch, Pradip Bose, Alper Buyuktosunoglu, Nir Drucker, Subhankar Pal, Tomer Pelleg, Kanthi K. Sarpatwar, Hayim Shaul, Omri Soceanu, Roman Vaculín:
HE-PEx: Efficient Machine Learning under Homomorphic Encryption using Pruning, Permutation and Expansion. CoRR abs/2207.03384 (2022) - 2021
- [c44]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:
AutoAI-TS: AutoAI for Time Series Forecasting. SIGMOD Conference 2021: 2584-2596 - [i8]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:
AutoAI-TS: AutoAI for Time Series Forecasting. CoRR abs/2102.12347 (2021) - [i7]Kanthi K. Sarpatwar, Karthik Nandakumar, Nalini K. Ratha, James T. Rayfield, Karthikeyan Shanmugam, Sharath Pankanti, Roman Vaculín:
Efficient Encrypted Inference on Ensembles of Decision Trees. CoRR abs/2103.03411 (2021) - 2020
- [c43]Kanthi K. Sarpatwar, Nalini K. Ratha, Karthik Nandakumar, Karthikeyan Shanmugam, James T. Rayfield, Sharath Pankanti, Roman Vaculín:
Privacy Enhanced Decision Tree Inference. CVPR Workshops 2020: 154-159
2010 – 2019
- 2019
- [j10]Venkat S. K. Balagurusamy, Cyril Cabral, Srikumar Coomaraswamy, Emmanuel Delamarche, Donna N. Dillenberger, Gero Dittmann, Daniel 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:
Crypto anchors. IBM J. Res. Dev. 63(2/3): 4:1-4:12 (2019) - [j9]Donna Dillenberger, Petr Novotný, Q. Zhang, Praveen Jayachandran, H. Gupta, Sandeep Hans, Dinesh C. Verma, Shreya Chakraborty, J. J. Thomas, M. M. Walli, Roman Vaculín, Kanthi K. Sarpatwar:
Blockchain analytics and artificial intelligence. IBM J. Res. Dev. 63(2/3): 5:1-5:14 (2019) - [c42]Kanthi K. Sarpatwar, Venkata Sitaramagiridharganesh Ganapavarapu, Karthikeyan Shanmugam, Akond Rahman, Roman Vaculín:
Blockchain Enabled AI Marketplace: The Price You Pay for Trust. CVPR Workshops 2019: 2857-2866 - [c41]Ravi Kiran Raman, Kush R. Varshney, Roman Vaculín, Nelson Kibichii Bore, Sekou L. Remy, Eleftheria Kyriaki Pissadaki, Michael Hind:
Constructing and Compressing Frames in Blockchain-based Verifiable Multi-party Computation. ICASSP 2019: 7500-7504 - [c40]Ravi Kiran Raman, Roman Vaculín, Michael Hind, Sekou L. Remy, Eleftheria Kyriaki Pissadaki, Nelson Kibichii Bore, Roozbeh Daneshvar, Biplav Srivastava, Kush R. Varshney:
A Scalable Blockchain Approach for Trusted Computation and Verifiable Simulation in Multi-Party Collaborations. IEEE ICBC 2019: 277-284 - [c39]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:
Promoting Distributed Trust in Machine Learning and Computational Simulation. IEEE ICBC 2019: 311-319 - [c38]Qi Lei, Jinfeng Yi, Roman Vaculín, Lingfei Wu, Inderjit S. Dhillon:
Similarity Preserving Representation Learning for Time Series Clustering. IJCAI 2019: 2845-2851 - [c37]Kanthi K. Sarpatwar, Karthikeyan Shanmugam, Venkata Sitaramagiridharganesh Ganapavarapu, Ashish Jagmohan, Roman Vaculín:
Differentially Private Distributed Data Summarization under Covariate Shift. NeurIPS 2019: 14432-14442 - [i6]Kanthi K. Sarpatwar, Karthikeyan Shanmugam, Venkata Sitaramagiridharganesh Ganapavarapu, Ashish Jagmohan, Roman Vaculín:
Differentially Private Distributed Data Summarization under Covariate Shift. CoRR abs/1910.12832 (2019) - 2018
- [j8]Petr Novotný, Qi Zhang, Richard Hull, Salman Baset, Jim Laredo, Roman Vaculín, Daniel L. Ford, Donna N. Dillenberger:
Permissioned blockchain technologies for academic publishing. Inf. Serv. Use 38(3): 159-171 (2018) - [c36]Kanthi K. Sarpatwar, Roman Vaculín, Hong Min, Gong Su, Terry Heath, Giridhar Ganapavarapu, Donna Dillenberger:
Towards Enabling Trusted Artificial Intelligence via Blockchain. PADG@ESORICS 2018: 137-153 - [i5]Ravi Kiran Raman, Roman Vaculín, Michael Hind, Sekou L. Remy, Eleftheria Kyriaki Pissadaki, Nelson Kibichii Bore, Roozbeh Daneshvar, Biplav Srivastava, Kush R. Varshney:
Trusted Multi-Party Computation and Verifiable Simulations: A Scalable Blockchain Approach. CoRR abs/1809.08438 (2018) - [i4]Petr Novotný, Qi Zhang, Richard Hull, Salman Baset, Jim Laredo, Roman Vaculín, Daniel L. Ford, Donna N. Dillenberger:
Permissioned Blockchain Technologies for Academic Publishing. CoRR abs/1809.08529 (2018) - [i3]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:
Promoting Distributed Trust in Machine Learning and Computational Simulation via a Blockchain Network. CoRR abs/1810.11126 (2018) - 2017
- [i2]Qi Lei, Jinfeng Yi, Roman Vaculín, Lingfei Wu, Inderjit S. Dhillon:
Similarity Preserving Representation Learning for Time Series Analysis. CoRR abs/1702.03584 (2017) - 2016
- [j7]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:
Riding and thriving on the API hype cycle. Commun. ACM 59(3): 35-37 (2016) - [c35]Martin Jergler, Hans-Arno Jacobsen, Mohammad Sadoghi, Richard Hull, Roman Vaculín:
Safe distribution and parallel execution of data-centric workflows over the publish/subscribe abstraction. ICDE 2016: 1498-1499 - 2015
- [j6]Mohammad Sadoghi, Martin Jergler, Hans-Arno Jacobsen, Richard Hull, Roman Vaculín:
Safe Distribution and Parallel Execution of Data-Centric Workflows over the Publish/Subscribe Abstraction. IEEE Trans. Knowl. Data Eng. 27(10): 2824-2838 (2015) - [c34]Fenno F. Terry Heath III, Richard Hull, Elham Khabiri, Matthew Riemer, Noi Sukaviriya, Roman Vaculín:
Alexandria: Extensible Framework for Rapid Exploration of Social Media. BigData Congress 2015: 483-490 - [c33]Varun R. Embar, Indrajit Bhattacharya, Vinayaka Pandit, Roman Vaculín:
Online Topic-based Social Influence Analysis for the Wimbledon Championships. KDD 2015: 1759-1768 - [c32]Pavankumar Murali, Ying Li, Pietro Mazzoleni, Roman Vaculín:
Optimal budget allocation strategies for real time bidding in display advertising. WSC 2015: 3146-3147 - [i1]Fenno F. Terry Heath III, Richard Hull, Elham Khabiri, Matthew Riemer, Noi Sukaviriya, Roman Vaculín:
Alexandria: Extensible Framework for Rapid Exploration of Social Media. CoRR abs/1507.06667 (2015) - 2014
- [j5]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:
A social analytics platform for smarter commerce solutions. IBM J. Res. Dev. 58(5/6) (2014) - [j4]Rik Eshuis, Richard Hull, Yutian Sun, Roman Vaculín:
Splitting GSM schemas: A framework for outsourcing of declarative artifact systems. Inf. Syst. 46: 157-187 (2014) - [c31]Matt Callery, Fenno F. Terry Heath III, Richard Hull, Mark H. Linehan, Piyawadee Noi Sukaviriya, Roman Vaculín, Daniel V. Oppenheim:
Towards a Plug-and-Play B2B Marketing Tool Based on Time-Sensitive Information Extraction. IEEE SCC 2014: 821-828 - [c30]David Boaz, Terry Heath, Manmohan Gupta, Lior Limonad, Yutian Sun, Richard Hull, Roman Vaculín:
The ACSI Hub: A Data-centric Environment for Service Interoperation. BPM (Demos) 2014: 11 - 2013
- [j3]Elio Damaggio, Richard Hull, Roman Vaculín:
On the equivalence of incremental and fixpoint semantics for business artifacts with Guard-Stage-Milestone lifecycles. Inf. Syst. 38(4): 561-584 (2013) - [c29]Roman Vaculín, Richard Hull, Maja Vukovic, Terry Heath, Nathaniel Mills, Yutian Sun:
Supporting Collaborative Decision Processes. IEEE SCC 2013: 651-658 - [c28]Rik Eshuis, Richard Hull, Yutian Sun, Roman Vaculín:
Splitting GSM Schemas: A Framework for Outsourcing of Declarative Artifact Systems. BPM 2013: 259-274 - [c27]Alex Norta, Weishan Zhang, Claudia-Melania Chituc, Roman Vaculín:
Introduction to the Proceedings of the Workshop on Pervasive Analytical Service Clouds for the Enterprise and Beyond (PASCEB) 2013. ICSOC Workshops 2013: 379-380 - [c26]Fenno F. Terry Heath III, David Boaz, Manmohan Gupta, Roman Vaculín, Yutian Sun, Richard Hull, Lior Limonad:
Barcelona: A Design and Runtime Environment for Declarative Artifact-Centric BPM. ICSOC 2013: 705-709 - [c25]Richard Hull, Jianwen Su, Roman Vaculín:
Data management perspectives on business process management: tutorial overview. SIGMOD Conference 2013: 943-948 - 2012
- [c24]Mike Marin, Richard Hull, Roman Vaculín:
Data Centric BPM and the Emerging Case Management Standard: A Short Survey. Business Process Management Workshops 2012: 24-30 - [c23]Lior Limonad, Pieter De Leenheer, Mark H. Linehan, Rick Hull, Roman Vaculín:
Ontology of Dynamic Entities. ER 2012: 345-358 - [c22]Roman Vaculín, Terry Heath, Richard Hull:
Data-centric Web Services Based on Business Artifacts. ICWS 2012: 42-49 - [c21]Yutian Sun, Richard Hull, Roman Vaculín:
Parallel Processing for Business Artifacts with Declarative Lifecycles. OTM Conferences (1) 2012: 433-443 - [c20]Lior Limonad, David Boaz, Richard Hull, Roman Vaculín, Fenno F. Terry Heath III:
A Generic Business Artifacts Based Authorization Framework for Cross-Enterprise Collaboration. SRII Global Conference 2012: 70-79 - [c19]Roman Vaculín, Yi-Min Chee, Daniel V. Oppenheim, Lav R. Varshney:
Work as a Service Meta-model and Protocol for Adjustable Visibility, Coordination, and Control. SRII Global Conference 2012: 90-99 - 2011
- [c18]Rong Liu, Roman Vaculín, Zhe Shan, Anil Nigam, Frederick Y. Wu:
Business Artifact-Centric Modeling for Real-Time Performance Monitoring. BPM 2011: 265-280 - [c17]Elio Damaggio, Richard Hull, Roman Vaculín:
On the Equivalence of Incremental and Fixpoint Semantics for Business Artifacts with Guard-Stage-Milestone Lifecycles. BPM 2011: 396-412 - [c16]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:
Business artifacts with guard-stage-milestone lifecycles: managing artifact interactions with conditions and events. DEBS 2011: 51-62 - [c15]Roman Vaculín, Richard Hull, Terry Heath, Craig Cochran, Anil Nigam, Piyawadee Sukaviriya:
Declarative business artifact centric modeling of decision and knowledge intensive business processes. EDOC 2011: 151-160 - [c14]Michal Jakob, Zbynek Moler, Michal Pechoucek, Roman Vaculín:
Content-Based Privacy Management on the Social Web. Web Intelligence/IAT Workshops 2011: 277-280 - [c13]Michal Jakob, Zbynek Moler, Michal Pechoucek, Roman Vaculín:
Intelligent Content-Based Privacy Assistant for Facebook. Web Intelligence 2011: 499-500 - 2010
- [c12]Viliam Lisý, Branislav Bosanský, Roman Vaculín, Michal Pechoucek:
Agent subset adversarial search for complex non-cooperative domains. CIG 2010: 211-218 - [c11]Harini Veeraraghavan, Roman Vaculín, Manuela M. Veloso:
Learning Task Specific Web Services Compositions with Loops and Conditional Branches from Example Executions. Web Intelligence 2010: 581-588 - [c10]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:
Introducing the Guard-Stage-Milestone Approach for Specifying Business Entity Lifecycles. WS-FM 2010: 1-24
2000 – 2009
- 2009
- [j2]Roman Vaculín, Roman Neruda, Katia P. Sycara:
The process mediation framework for semantic web services. Int. J. Agent Oriented Softw. Eng. 3(1): 27-58 (2009) - [c9]Roman Vaculín, Katia P. Sycara:
Efficient Discovery of Collision-Free Service Combinations. ICWS 2009: 165-172 - [p1]Katia P. Sycara, Roman Vaculín:
Process Mediation of OWL-S Web Services. Advances in Web Semantics I 2009: 324-345 - 2008
- [j1]Katia P. Sycara, Roman Vaculín:
Process Mediation, Execution Monitoring and Recovery for Semantic Web Services. IEEE Data Eng. Bull. 31(3): 13-17 (2008) - [c8]Kevin Wiesner, Roman Vaculín, Martin J. Kollingbaum, Katia P. Sycara:
Recovery Mechanisms for Semantic Web Services. DAIS 2008: 100-105 - [c7]Roman Vaculín, Roman Neruda, Katia P. Sycara:
Towards Extending Service Discovery with Automated Composition Capabilities. ECOWS 2008: 3-12 - [c6]Roman Vaculín, Katia P. Sycara:
Semantic Web Services Monitoring: An OWL-S Based Approach. HICSS 2008: 313 - [c5]Roman Vaculín, Kevin Wiesner, Katia P. Sycara:
Exception Handling and Recovery of Semantic Web Services. ICNS 2008: 217-222 - [c4]Roman Vaculín, Huajun Chen, Roman Neruda, Katia P. Sycara:
Modeling and Discovery of Data Providing Services. ICWS 2008: 54-61 - [c3]Roman Vaculín, Roman Neruda, Katia P. Sycara:
An Agent for Asymmetric Process Mediation in Open Environments. SOCASE 2008: 104-117 - 2007
- [c2]Roman Vaculín, Katia P. Sycara:
Specifying and Monitoring Composite Events for Semantic Web Services. ECOWS 2007: 87-96 - [c1]Roman Vaculín, Katia P. Sycara:
Towards automatic mediation of OWL-S process models. ICWS 2007: 1032-1039
Coauthor Index
Venkata Sitaramagiridharganesh Ganapavarapu
aka: Giridhar Ganapavarapu
aka: Giridhar Ganapavarapu
Terry Heath
aka: Fenno F. Terry Heath III
aka: Fenno F. Terry Heath III
Richard Hull 0001
aka: Rick Hull
aka: Rick Hull
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