Francesco Chiariello
Francesco Chiariello
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Talks
2024
Declarative Process Specifications: Reasoning and Mining Temporal Formulae (Wolfram Institute)
Nov 26, 2024
Online
Slides
Video
Learning Temporal Properties from Event Logs via Sequential Analysis (TIME)
We present a novel approach to learning Linear Temporal Logic (LTL) formulae from event logs by leveraging statistical techniques from …
Oct 29, 2024
Montpellier, France
Slides
2023
Automata-Based Temporal Reasoning in Answer Set Programming with Application to Process Mining (OVERLAY@AI*IA)
We present a new approach for solving temporal problems using Answer Set Programming (ASP), which exploits the automata representation …
Nov 7, 2023
Rome, Italy
Slides
Automata-Theoretic Techniques for Declarative Process Mining
Jun 29, 2023
Online
Slides
Answer Set Programming Tutorial
This tutorial introduces declarative problem solving using Answer Set Programming (ASP) and the clingo ASP system. Participants will …
May 22, 2023
Naples, Italy
Discovering Deterministic Finite State Automata from Event Logs for Business Process Analysis (TLf@AAAI-SSS'23)
Within the process mining field, Deterministic Finite State Automata (DFAs) are largely employed as foundation mechanisms to perform …
Mar 29, 2023
Burlingame, CA, USA
Poster
Slides
Temporal Reasoning in ASP and its Application to Declarative Process Mining (TLf@AAAI-SSS'23)
We propose a new approach for solving temporal problems with Answer Set Programming that exploit the automata representation of LTLf …
Mar 28, 2023
Burlingame, CA, USA
PDF
Poster
Slides
Solving Declarative Process Mining Problems Using Declarative Problem Solving (AI4BPM@AAAI)
My research is at the intersection of three areas: (i) Temporal Logics, (ii) Declarative Problem Solving, and (iii) Process Mining. In …
Feb 7, 2023
Washington DC, USA
PDF
Poster
2022
ASP-Based Declarative Process Mining (ICLP)
We propose Answer Set Programming (ASP) as an approach for modeling and solving problems from the area of Declarative Process Mining …
Aug 4, 2022
Haifa, Israel
Slides
ASP-Based Declarative Process Mining (AAAI)
We put forward Answer Set Programming (ASP) as a solution approach for three classical problems in Declarative Process Mining: Log …
Feb 26, 2022
Virtual Venue
Poster
ASP-Based Declarative Process Mining (KRR@UP)
We put forward Answer Set Programming (ASP) as a solution approach for three classical problems in Declarative Process Mining: Log …
Feb 2, 2022
Potsdam, Germany
Slides
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