Roman Vaculín

Orcid: 0009-0003-0867-2311

According to our database1, Roman Vaculín authored at least 63 papers between 2007 and 2023.

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Bibliography

2023
A Supervised Contrastive Learning Pretrain-Finetune Approach for Time Series.
CoRR, 2023

An End-to-End Time Series Model for Simultaneous Imputation and Forecast.
CoRR, 2023

TsSHAP: Robust model agnostic feature-based explainability for time series forecasting.
CoRR, 2023

AI Explainability 360 Toolkit for Time-Series and Industrial Use Cases.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Efficient Pruning for Machine Learning Under Homomorphic Encryption.
Proceedings of the Computer Security - ESORICS 2023, 2023

2022
HE-PEx: Efficient Machine Learning under Homomorphic Encryption using Pruning, Permutation and Expansion.
CoRR, 2022

Physics-based multiple time-series univariate forecasting.
Proceedings of the IEEE International Conference on Big Data, 2022

2021
Efficient Encrypted Inference on Ensembles of Decision Trees.
CoRR, 2021

AutoAI-TS: AutoAI for Time Series Forecasting.
Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

2020
Privacy Enhanced Decision Tree Inference.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
Blockchain analytics and artificial intelligence.
IBM J. Res. Dev., 2019

Crypto anchors.
IBM J. Res. Dev., 2019

Differentially Private Distributed Data Summarization under Covariate Shift.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Similarity Preserving Representation Learning for Time Series Clustering.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

A Scalable Blockchain Approach for Trusted Computation and Verifiable Simulation in Multi-Party Collaborations.
Proceedings of the IEEE International Conference on Blockchain and Cryptocurrency, 2019

Promoting Distributed Trust in Machine Learning and Computational Simulation.
Proceedings of the IEEE International Conference on Blockchain and Cryptocurrency, 2019

Constructing and Compressing Frames in Blockchain-based Verifiable Multi-party Computation.
Proceedings of the IEEE International Conference on Acoustics, 2019

Blockchain Enabled AI Marketplace: The Price You Pay for Trust.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2018
Permissioned blockchain technologies for academic publishing.
Inf. Serv. Use, 2018

Promoting Distributed Trust in Machine Learning and Computational Simulation via a Blockchain Network.
CoRR, 2018

Trusted Multi-Party Computation and Verifiable Simulations: A Scalable Blockchain Approach.
CoRR, 2018

Towards Enabling Trusted Artificial Intelligence via Blockchain.
Proceedings of the Policy-Based Autonomic Data Governance [extended papers from the Second International Workshop on Policy-based Autonomic Data Governance, 2018

2017
Similarity Preserving Representation Learning for Time Series Analysis.
CoRR, 2017

2016
Riding and thriving on the API hype cycle.
Commun. ACM, 2016

2015
Safe Distribution and Parallel Execution of Data-Centric Workflows over the Publish/Subscribe Abstraction.
IEEE Trans. Knowl. Data Eng., 2015

Optimal budget allocation strategies for real time bidding in display advertising.
Proceedings of the 2015 Winter Simulation Conference, 2015

Online Topic-based Social Influence Analysis for the Wimbledon Championships.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Alexandria: Extensible Framework for Rapid Exploration of Social Media.
Proceedings of the 2015 IEEE International Congress on Big Data, New York City, NY, USA, June 27, 2015

2014
Splitting GSM schemas: A framework for outsourcing of declarative artifact systems.
Inf. Syst., 2014

A social analytics platform for smarter commerce solutions.
IBM J. Res. Dev., 2014

The ACSI Hub: A Data-centric Environment for Service Interoperation.
Proceedings of the BPM Demo Sessions 2014 Co-located with the 12th International Conference on Business Process Management (BPM 2014), 2014

Towards a Plug-and-Play B2B Marketing Tool Based on Time-Sensitive Information Extraction.
Proceedings of the IEEE International Conference on Services Computing, SCC 2014, Anchorage, AK, USA, June 27, 2014

2013
On the equivalence of incremental and fixpoint semantics for business artifacts with Guard-Stage-Milestone lifecycles.
Inf. Syst., 2013

Data management perspectives on business process management: tutorial overview.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013

Introduction to the Proceedings of the Workshop on Pervasive Analytical Service Clouds for the Enterprise and Beyond (PASCEB) 2013.
Proceedings of the Service-Oriented Computing - ICSOC 2013 Workshops, 2013

Barcelona: A Design and Runtime Environment for Declarative Artifact-Centric BPM.
Proceedings of the Service-Oriented Computing - 11th International Conference, 2013

Supporting Collaborative Decision Processes.
Proceedings of the 2013 IEEE International Conference on Services Computing, Santa Clara, CA, USA, June 28, 2013

2012
Work as a Service Meta-model and Protocol for Adjustable Visibility, Coordination, and Control.
Proceedings of the 2012 Annual SRII Global Conference, San Jose, CA, USA, July 24-27, 2012, 2012

A Generic Business Artifacts Based Authorization Framework for Cross-Enterprise Collaboration.
Proceedings of the 2012 Annual SRII Global Conference, San Jose, CA, USA, July 24-27, 2012, 2012

Parallel Processing for Business Artifacts with Declarative Lifecycles.
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2012, 2012

Data-centric Web Services Based on Business Artifacts.
Proceedings of the 2012 IEEE 19th International Conference on Web Services, 2012

Ontology of Dynamic Entities.
Proceedings of the Conceptual Modeling, 2012

Data Centric BPM and the Emerging Case Management Standard: A Short Survey.
Proceedings of the Business Process Management Workshops, 2012

2011
Intelligent Content-Based Privacy Assistant for Facebook.
Proceedings of the 2011 IEEE/WIC/ACM International Conference on Web Intelligence, 2011

Content-Based Privacy Management on the Social Web.
Proceedings of the 2011 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, 2011

Declarative business artifact centric modeling of decision and knowledge intensive business processes.
Proceedings of the 15th IEEE International Enterprise Distributed Object Computing Conference, 2011

Business artifacts with guard-stage-milestone lifecycles: managing artifact interactions with conditions and events.
Proceedings of the Fifth ACM International Conference on Distributed Event-Based Systems, 2011

Business Artifact-Centric Modeling for Real-Time Performance Monitoring.
Proceedings of the Business Process Management - 9th International Conference, 2011

2010
Introducing the Guard-Stage-Milestone Approach for Specifying Business Entity Lifecycles.
Proceedings of the Web Services and Formal Methods - 7th International Workshop, 2010

Learning Task Specific Web Services Compositions with Loops and Conditional Branches from Example Executions.
Proceedings of the 2010 IEEE/WIC/ACM International Conference on Web Intelligence, 2010

Agent subset adversarial search for complex non-cooperative domains.
Proceedings of the 2010 IEEE Conference on Computational Intelligence and Games, 2010

2009
Process Mediation of OWL-S Web Services.
Proceedings of the Advances in Web Semantics I, 2009

The process mediation framework for semantic web services.
Int. J. Agent Oriented Softw. Eng., 2009

Efficient Discovery of Collision-Free Service Combinations.
Proceedings of the IEEE International Conference on Web Services, 2009

2008
Process Mediation, Execution Monitoring and Recovery for Semantic Web Services.
IEEE Data Eng. Bull., 2008

An Agent for Asymmetric Process Mediation in Open Environments.
Proceedings of the Service-Oriented Computing: Agents, 2008

Modeling and Discovery of Data Providing Services.
Proceedings of the 2008 IEEE International Conference on Web Services (ICWS 2008), 2008

Exception Handling and Recovery of Semantic Web Services.
Proceedings of the Fourth International Conference on Networking and Services, 2008

Semantic Web Services Monitoring: An OWL-S Based Approach.
Proceedings of the 41st Hawaii International International Conference on Systems Science (HICSS-41 2008), 2008

Towards Extending Service Discovery with Automated Composition Capabilities.
Proceedings of the ECOWS 2008, 2008

Recovery Mechanisms for Semantic Web Services.
Proceedings of the Distributed Applications and Interoperable Systems, 2008

2007
Towards automatic mediation of OWL-S process models.
Proceedings of the 2007 IEEE International Conference on Web Services (ICWS 2007), 2007

Specifying and Monitoring Composite Events for Semantic Web Services.
Proceedings of the Fifth IEEE European Conference on Web Services (ECOWS 2007), 2007


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