Josep Carmona

About Josep Carmona

Josep Carmona, With an exceptional h-index of 38 and a recent h-index of 26 (since 2020), a distinguished researcher at Universidad Politécnica de Cataluña, specializes in the field of Formal methods, Process Mining, Business Process Management, Concurrent Systems, Data Science.

His recent articles reflect a diverse array of research interests and contributions to the field:

A case study of improving a non-technical losses detection system through explainability

Computation of alignments of business processes through relaxation labeling and local optimal search

Conformance checking: foundations, milestones and challenges

Application and Theory of Petri Nets and Concurrency: Special Issue of Selected Papers from Petri Nets 2021 Preface

Advanced process discovery techniques

A Contemporary Fraud Detection Framework: A Case Study of Non-Technical Losses Detection in Gas

Scaling process mining to turn insights into actions

Selected papers of ICPM 2019

Josep Carmona Information

University

Position

Associate Professor

Citations(all)

6654

Citations(since 2020)

3874

Cited By

4092

hIndex(all)

38

hIndex(since 2020)

26

i10Index(all)

98

i10Index(since 2020)

69

Email

University Profile Page

Universidad Politécnica de Cataluña

Google Scholar

View Google Scholar Profile

Josep Carmona Skills & Research Interests

Formal methods

Process Mining

Business Process Management

Concurrent Systems

Data Science

Top articles of Josep Carmona

Title

Journal

Author(s)

Publication Date

A case study of improving a non-technical losses detection system through explainability

Data Mining and Knowledge Discovery

Bernat Coma-Puig

Albert Calvo

Josep Carmona

Ricard Gavaldà

2023/4/19

Computation of alignments of business processes through relaxation labeling and local optimal search

Information Systems

Lluís Padró

Josep Carmona

2022/2/1

Conformance checking: foundations, milestones and challenges

Josep Carmona

Boudewijn van Dongen

Matthias Weidlich

2022/6/27

Application and Theory of Petri Nets and Concurrency: Special Issue of Selected Papers from Petri Nets 2021 Preface

Wil van der Aalst

Eike Best

2017/5/23

Advanced process discovery techniques

Adriano Augusto

Josep Carmona

Eric Verbeek

2022/6/27

A Contemporary Fraud Detection Framework: A Case Study of Non-Technical Losses Detection in Gas

Available at SSRN 4082608

Albert Calvo Ibañez

Bernat Coma-Puig

Josep Carmona

Marta Arias

2022

Scaling process mining to turn insights into actions

Wil MP van der Aalst

Josep Carmona

2022/6/27

Selected papers of ICPM 2019

Josep Carmona

Mieke Jans

Marcello La Rosa

2022/5

Process mining for healthcare: Characteristics and challenges

Journal of Biomedical Informatics

Jorge Munoz-Gama

Niels Martin

Carlos Fernandez-Llatas

Owen A Johnson

Marcos Sepúlveda

...

2022/3/1

Non-technical losses detection in energy consumption focusing on energy recovery and explainability

Machine Learning

Bernat Coma-Puig

Josep Carmona

2022/2

Declarative process specifications: reasoning, discovery, monitoring

Claudio Di Ciccio

Marco Montali

2022/6/27

Anti-alignments—measuring the precision of process models and event logs

Information Systems

Thomas Chatain

Mathilde Boltenhagen

Josep Carmona

2021/5/1

Model-based trace variant analysis of event logs

Information Systems

Mathilde Boltenhagen

Thomas Chatain

Josep Carmona

2021/12/1

CC4Spark: Distributing Event Logs and big complex Conformance Checking problems

BPM 2021: Best Dissertation Award, Doctoral Consortium, and Demonstration & Resources Track co-located with 19th International Conference on Business Process Management (2021), pp. 141-145.

Álvaro Valencia Parra

Ángel Jesús Varela Vaca

María Teresa Gómez López

Josep Carmona

2021

An A*-Algorithm for Computing Discounted Anti-Alignments in Process Mining

Mathilde Boltenhagen

Thomas Chatain

Josep Carmona

2021/10/31

A discounted cost function for fast alignments of business processes

Mathilde Boltenhagen

Thomas Chatain

Josep Carmona

2021

Extracting decision models from textual descriptions of processes

Luis Quishpi

Josep Carmona

Lluís Padró

2021/8/28

Improving the extraction of process annotations from text with inter-sentence analysis

Luis Quishpi

Josep Carmona

Lluís Padró

2021

Main Contributions

Bridging the Gap Between Textual and Formal Business Process Representations

IV Josep Sànchez-Ferreres

Andrea Burattin

Josep Carmona

Marco Montali

VI Josep Sànchez-Ferreres

2021/7

A human-in-the-loop approach based on explainability to improve ntl detection

Bernat Coma-Puig

Josep Carmona

2021/12/7

See List of Professors in Josep Carmona University(Universidad Politécnica de Cataluña)

Co-Authors

H-index: 65
Heiner Stuckenschmidt

Heiner Stuckenschmidt

Universität Mannheim

H-index: 59
Boudewijn van Dongen

Boudewijn van Dongen

Technische Universiteit Eindhoven

H-index: 53
Matthias Weidlich

Matthias Weidlich

Humboldt-Universität zu Berlin

H-index: 44
a yakovlev

a yakovlev

Newcastle University

H-index: 43
Jordi Cortadella

Jordi Cortadella

Universidad Politécnica de Cataluña

H-index: 40
Massimiliano de Leoni

Massimiliano de Leoni

Università degli Studi di Padova

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