Fabiana Fournier

Orcid: 0000-0001-6569-1023

Affiliations:
  • IBM Research, Haifa, Israel


According to our database1, Fabiana Fournier authored at least 40 papers between 1994 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Article 
PhD thesis 
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Links

Online presence:

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Bibliography

2024
Monetizing Currency Pair Sentiments through LLM Explainability.
CoRR, 2024

Towards a Benchmark for Causal Business Process Reasoning with LLMs.
CoRR, 2024

How well can large language models explain business processes?
CoRR, 2024

2023
AI-augmented Business Process Management Systems: A Research Manifesto.
ACM Trans. Manag. Inf. Syst., March, 2023

Toward Methodical Discovery and Handling of Hidden Assumptions in Complex Systems and Models.
CoRR, 2023

The WHY in Business Processes: Discovery of Causal Execution Dependencies.
CoRR, 2023


Why are my Pizzas late?
Proceedings of the 2nd International Workshop on Process Management in the AI Era (PMAI 2023) co-located with 31st International Joint Conference on Artificial Intelligence (IJCAI 2023), 2023


2022
A Framework for Verifiable and Auditable Federated Anomaly Detection.
CoRR, 2022

Augmented Business Process Management Systems: A Research Manifesto.
CoRR, 2022

A Framework for Verifiable and Auditable Collaborative Anomaly Detection.
IEEE Access, 2022

Model-informed LIME Extension for Business Process Explainability.
Proceedings of the Workshop on Process Management in the AI Era (PMAI 2022) co-located with 31st International Joint Conference on Artificial Intelligence and the 25th European Conference on Artificial Intelligence (IJCAI-ECAI 2022), 2022

Situation-Aware eXplainability for Business Processes Enabled by Complex Events.
Proceedings of the Business Process Management Workshops, 2022

Big Data-Driven Industry 4.0 Service Engineering Large-Scale Trials: The Boost 4.0 Experience.
Proceedings of the Technologies and Applications for Big Data Value, 2022

2019
Enriching Smart Contracts with Temporal Aspects.
Proceedings of the Blockchain - ICBC 2019, 2019

2018
"Shields": A Model for Hazard-Oriented Analysis and Implementation of IoT Applications.
Proceedings of the 2018 IEEE International Congress on Internet of Things, 2018

2017
An Integrated and Scalable Platform for Proactive Event-Driven Traffic Management.
CoRR, 2017

Demonstration of a Prototype for Credit Card Fraud Management: Demo.
Proceedings of the 11th ACM International Conference on Distributed and Event-based Systems, 2017

A Prototype for Credit Card Fraud Management: Industry Paper.
Proceedings of the 11th ACM International Conference on Distributed and Event-based Systems, 2017

2016
FERARI: A Prototype for Complex Event Processing over Streaming Multi-cloud Platforms.
Proceedings of the 2016 International Conference on Management of Data, 2016

Complex event processing over streaming multi-cloud platforms: the FERARI approach: demo.
Proceedings of the 10th ACM International Conference on Distributed and Event-based Systems, 2016

A model driven approach for event processing applications.
Proceedings of the 10th ACM International Conference on Distributed and Event-based Systems, 2016

2015
"The Event Model" for Situation Awareness.
IEEE Data Eng. Bull., 2015

Extending Event-Driven Architecture for Proactive Systems.
Proceedings of the Workshops of the EDBT/ICDT 2015 Joint Conference (EDBT/ICDT), 2015

The uncertain case of credit card fraud detection.
Proceedings of the 9th ACM International Conference on Distributed Event-Based Systems, 2015

2014
Scalable Proactive Event-Driven Decision Making.
IEEE Technol. Soc. Mag., 2014

On the Personalization of Event-Based Systems.
Proceedings of the 1st ACM International Workshop on Human Centered Event Understanding from Multimedia, 2014

Tutorial on the internet of everything.
Proceedings of the 8th ACM International Conference on Distributed Event-Based Systems, 2014

The BE2 model: When Business Events meet Business Entities.
Proceedings of the Business Process Management Workshops, 2014

2013
Proactive event processing in action: a case study on the proactive management of transport processes (industry article).
Proceedings of the 7th ACM International Conference on Distributed Event-Based Systems, 2013

2012
Applying Constraint Programming to Incorporate Engineering Methodologies into the Design Process of Complex Systems.
Proceedings of the Twenty-Fourth Conference on Innovative Applications of Artificial Intelligence, 2012

Event processing under uncertainty.
Proceedings of the Sixth ACM International Conference on Distributed Event-Based Systems, 2012

2011
Controlled english language for production and event processing rules.
Proceedings of the Fifth ACM International Conference on Distributed Event-Based Systems, 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

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

2008
From Business Architecture to SOA Realization Using MDD.
Proceedings of the Model Driven Architecture, 2008

A Method for Service Center Architecture Based on Industry Standards.
Proceedings of the 2008 IEEE International Conference on Services Computing (SCC 2008), 2008

2007
Calculating the Business Importance of Entities in a Service-Oriented Enterprise.
Proceedings of the 2007 IEEE International Conference on Services Computing (SCC 2007), 2007

1994
Knowledge extraction for production management.
J. Intell. Manuf., 1994


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