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Graph mining, Complex networks, Privacy, Machine learning, Deep learning, Reinforcement learning
Spain

Biography

He holds a Ph.D. in Computer Science from Universitat Autònoma de Barcelona (UAB, 2014), a Master’s degree in Advanced Artificial Intelligence from Universidad Nacional de Educación a Distancia (UNED, 2011), and a Bachelor’s degree in Computer Science from Universitat Autònoma de Barcelona (UAB, 2002). He is a Lecturer in the Computer Science Department at Universitat Autònoma de Barcelona (UAB), where his teaching focuses on programming, machine learning, reinforcement learning, and complex networks.

Currently, he is an Associate Researcher at the Computer Vision Center (CVC-UAB). His main research interests include artificial intelligence, machine learning, graph mining, and data privacy. He was visiting researcher at the Data Science and Mining (DaSciM) group at the Computer Science Laboratory (LIX) of École Polytechnique (Paris, France).

Activities

Employment (2)

Universitat Autònoma de Barcelona: Bellaterra, Catalunya, ES

2015-09-01 to present | Part-time associate professor (Department of Computer Sciences)
Employment
Source: Self-asserted source
Jordi Casas-Roma

Universidad Abierta de Cataluña: Barcelona, Catalunya, ES

2009 to present | Senior Lecturer (Department of Computer Science, Multimedia, and Telecommunication)
Employment
Source: Self-asserted source
Jordi Casas-Roma

Education and qualifications (3)

Universitat Autònoma de Barcelona: Bellaterra, Catalunya, ES

2011 to 2014 | PhD Eng. in Computer Science
Education
Source: Self-asserted source
Jordi Casas-Roma

Universitat Autònoma de Barcelona: Barcelona, ES

1997 to 2012 | B.S. Degree in Computer Science
Education
Source: Self-asserted source
Jordi Casas-Roma

Universidad Nacional de Educación a Distancia: Madrid, Madrid, ES

2010 to 2011 | M.S. Degree in Advanced Artificial Intelligence
Education
Source: Self-asserted source
Jordi Casas-Roma

Works (40)

Spiking neural networks for autonomous driving: A review

Engineering Applications of Artificial Intelligence
2024-12 | Journal article
Contributors: Fernando S. Martínez; Jordi Casas-Roma; Laia Subirats; Raúl Parada
Source: check_circle
Crossref
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Multiclass Lesion Detection Using Longitudinal MRI in Multiple Sclerosis

2024-09-25 | Book chapter
Contributors: Ander Elkoroaristizabal; Francesc Vivó; Albert Calvi; Elisabeth Solana; Elisabet Lopez-Soley; Salut Alba-Arbalat; Marcos Diaz-Hurtado; Baris Kanber; Jordi Casas-Roma; Sara Llufriu et al.
Source: check_circle
Crossref

Temporal-Invariant Segmentation of Multiple Sclerosis Lesions Using Generative Models

2024-09-25 | Book chapter
Contributors: Marcos Diaz-Hurtado; Eloy Martínez-Heras; Francesc Vivó; Elisabeth Solana; Baris Kanber; Sara Llufriu; Jordi Casas-Roma; Ferran Prados
Source: check_circle
Crossref

Generalizable disease detection using model ensemble on chest X-ray images

SCIENTIFIC REPORTS
2024-03-11 | Journal article | Author
SOURCE-WORK-ID:

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EID:

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WOSUID:

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Contributors: Maider Abad; Jordi Casas-Roma; Ferran Prados
Source: check_circle
Universitat Autònoma de Barcelona

A synthetic data generation system for myalgic encephalomyelitis/chronic fatigue syndrome questionnaires

SCIENTIFIC REPORTS
2023-12 | Journal article | Author
SOURCE-WORK-ID:

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EID:

2-s2.0-85169167349

Contributors: Marcos Lacasa; Ferran Prados; Jose Alegre; Jordi Casas-Roma
Source: check_circle
Universitat Autònoma de Barcelona
grade
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Unsupervised Cluster Analysis Reveals Distinct Subtypes of ME/CFS Patients Based on Peak Oxygen Consumption and SF-36 Scores

Clinical Therapeutics
2023-12 | Journal article | Author
SOURCE-WORK-ID:

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EID:

2-s2.0-85173277037

Contributors: Marcos Lacasa; Patricia Launois Obregón; Ferran Prados; Jose Alegre; Jordi Casas-Roma
Source: check_circle
Universitat Autònoma de Barcelona

An evaluation of vertex and edge modification techniques for privacy-preserving on graphs

Journal of Ambient Intelligence and Humanized Computing
2023-11 | Journal article | Author
SOURCE-WORK-ID:

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EID:

2-s2.0-85068092757

Contributors: Jordi Casas-Roma
Source: check_circle
Universitat Autònoma de Barcelona
grade
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Development of an Automated CBCT Nerve and Teeth Segmentation Tool Based on Deep Learning

2023-10-19 | Book chapter
Contributors: Vicent Caselles; Wenceslao Piedra; Jordi Casas; Xavier Paolo Burgos; Ferran Prados
Source: check_circle
Crossref

Longitudinal Segmentation of Multiple Sclerosis Lesions Using nnU-Net Architecture

2023-10-19 | Book chapter
Contributors: Eloy Martínez-Heras; Adrian Vicente-Gomez; Francesc Vivó; Marcos Diaz-Hurtado; Baris Kanber; Jordi Casas-Roma; Sara Llufriu; Ferran Prados
Source: check_circle
Crossref

CO2 impact on convolutional network model training for autonomous driving through behavioral cloning

Advanced Engineering Informatics
2023-04 | Journal article | Author
SOURCE-WORK-ID:

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EID:

2-s2.0-85154575362

Contributors: Fernando Sevilla Martínez; Raúl Parada; Jordi Casas-Roma
Source: check_circle
Universitat Autònoma de Barcelona
grade
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Applying multilayer analysis to morphological, structural, and functional brain networks to identify relevant dysfunction patterns

Network Neuroscience
2022 | Journal article | Author
SOURCE-WORK-ID:

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EID:

2-s2.0-85139429342

Contributors: Jordi Casas-Roma; Eloy Martinez-Heras; Albert Solé-Ribalta; Elisabeth Solana; Elisabet Lopez-Soley; Francesc Vivó; Marcos Diaz-Hurtado; Salut Alba-Arbalat; Maria Sepulveda; Yolanda Blanco et al.
Source: check_circle
Universitat Autònoma de Barcelona
grade
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Recent advances in the longitudinal segmentation of multiple sclerosis lesions on magnetic resonance imaging

Neuroradiology
2022-11 | Journal article | Author
SOURCE-WORK-ID:

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EID:

2-s2.0-85134627901

Contributors: Marcos Diaz-Hurtado; Eloy Martínez-Heras; Elisabeth Solana; Jordi Casas-Roma; Sara Llufriu; Baris Kanber; Ferran Prados
Source: check_circle
Universitat Autònoma de Barcelona
grade
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Reducing the Learning Domain by Using Image Processing to Diagnose COVID-19 from X-Ray Image

Artificial Intelligence Research and Development - Proceedings of the 24th International Conference of the Catalan Association for Artificial Intelligence
2022-10-17 | Book chapter | Author
SOURCE-WORK-ID:

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EID:

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Part of ISBN: 9781643683263
Contributors: Maider Abad; Jordi Casas-Roma; Ferran Prados
Source: check_circle
Universitat Autònoma de Barcelona

Deep learning

2020 | Book | Author
SOURCE-WORK-ID:

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Contributors: Jordi Casas-Roma; Antonio Lozano Bagen; Anna Bosch Rué
Source: check_circle
Universitat Autònoma de Barcelona

DUEF-GA

International Journal of Information Security
2020-08-01 | Journal article | Author
SOURCE-WORK-ID:

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EID:

2-s2.0-85073940894

Contributors: Jordi Casas-Roma
Source: check_circle
Universitat Autònoma de Barcelona
grade
Preferred source (of 3)‎

Big Data

2019 | Book | Author
SOURCE-WORK-ID:

c3387e58-8a37-405c-8b96-b99976e2b496

Contributors: Jordi Casas-Roma; Jordi Nin Guerrero; Francesc Julbe López
Source: check_circle
Universitat Autònoma de Barcelona

Forecasting Water Levels of Catalan Reservoirs

Modeling Decisions for Artificial Intelligence - 16th International Conference, MDAI 2019, Proceedings
2019 | Book chapter | Author
SOURCE-WORK-ID:

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EID:

2-s2.0-85072846656

Part of ISBN: 9783030267728
Contributors: Raúl Parada; Jordi Font; Jordi Casas-Roma
Source: check_circle
Universitat Autònoma de Barcelona
grade
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Predicting energy generation using forecasting techniques in Catalan reservoirs

Energies
2019 | Journal article | Author
SOURCE-WORK-ID:

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EID:

2-s2.0-85066621158

Contributors: Raúl Parada; Jordi Font; Jordi Casas-Roma
Source: check_circle
Universitat Autònoma de Barcelona
grade
Preferred source (of 4)‎

k-Degree anonymity on directed networks

Knowledge and Information Systems
2019-12-01 | Journal article | Author
SOURCE-WORK-ID:

2f4687bf-c427-4fb1-86ff-f13c3aea1f78

EID:

2-s2.0-85053266463

Contributors: Jordi Casas-Roma; Julián Salas; Fragkiskos D. Malliaros; Michalis Vazirgiannis
Source: check_circle
Universitat Autònoma de Barcelona
grade
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Modified connectivity of vulnerable brain nodes in multiple sclerosis, their impact on cognition and their discriminative value

SCIENTIFIC REPORTS
2019-12-01 | Journal article | Author
SOURCE-WORK-ID:

2233a2cd-e62e-4bd5-9dd3-ae6031fbed27

EID:

2-s2.0-85077302469

Contributors: Elisabeth Solana; Eloy Martinez-Heras; Jordi Casas-Roma; Laura Calvet Liñán; Elisabet Lopez-Soley; Maria Sepulveda; Nuria Sola-Valls; Carmen Montejo; Yolanda Blanco; Irene Pulido-Valdeolivas et al.
Source: check_circle
Universitat Autònoma de Barcelona
grade
Preferred source (of 2)‎

Towards an analysis of post-transcriptional gene regulation in psoriasis via microRNAs using machine learning algorithms

Proceedings - 2019 IEEE 32nd International Symposium on Computer-Based Medical Systems, CBMS 2019
2019-06 | Book chapter | Author
SOURCE-WORK-ID:

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EID:

2-s2.0-85071003917

Part of ISBN: 9781728122861
Contributors: Jordi Carrere-Molina; Laia Subirats; Jordi Casas-Roma
Source: check_circle
Universitat Autònoma de Barcelona
grade
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Towards the analysis of how anonymization affects usefulness of health data in the context of machine learning

Proceedings - 2019 IEEE 32nd International Symposium on Computer-Based Medical Systems, CBMS 2019
2019-06 | Book chapter | Author
SOURCE-WORK-ID:

764c60e5-cfe3-4cda-aa0c-2dd03180b30d

EID:

2-s2.0-85070993572

Part of ISBN: 9781728122861
Contributors: Fer Carmona; Jordi Conesa; Jordi Casas-Roma
Source: check_circle
Universitat Autònoma de Barcelona
grade
Preferred source (of 2)‎

Scalable non-deterministic clustering-based k-anonymization for rich networks

International Journal of Information Security
2019-04-01 | Journal article | Author
SOURCE-WORK-ID:

e5fb9d0d-3d30-4717-a1b3-74dbe3514b4b

EID:

2-s2.0-85047194681

Contributors: Miguel Ros-Martín; Julián Salas; Jordi Casas-Roma
Source: check_circle
Universitat Autònoma de Barcelona
grade
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Community-preserving anonymization of graphs

Knowledge and Information Systems
2018-02-01 | Journal article | Author
SOURCE-WORK-ID:

b521b2d8-f69a-41fd-ad6f-75dfe7c878d3

EID:

2-s2.0-85019558192

Contributors: François Rousseau; Jordi Casas-Roma; Michalis Vazirgiannis
Source: check_circle
Universitat Autònoma de Barcelona
grade
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Minería de datos

2017 | Book | Author
SOURCE-WORK-ID:

0b1de00d-bddb-443c-86a5-1d507a790a5e

Contributors: Jordi Gironés Roig; Jordi Casas-Roma; Julià Minguillón; Ramon Caihuelas Quiles
Source: check_circle
Universitat Autònoma de Barcelona

Privacidad y anonimización de datos

2017 | Book | Author
SOURCE-WORK-ID:

32eb6b53-effa-4c85-9e3d-29e9eb61294c

Contributors: Jordi Casas-Roma; Cristina Romero Tris
Source: check_circle
Universitat Autònoma de Barcelona

A survey of graph-modification techniques for privacy-preserving on networks

Artificial Intelligence Review
2017-03-01 | Journal article | Author
SOURCE-WORK-ID:

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EID:

2-s2.0-84973106733

Contributors: Jordi Casas-Roma; Jordi Herrera-Joancomartí; Vicenç Torra
Source: check_circle
Universitat Autònoma de Barcelona
grade
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k-Degree anonymity and edge selection: improving data utility in large networks

Knowledge and Information Systems
2017-02-01 | Journal article | Author
SOURCE-WORK-ID:

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EID:

2-s2.0-85010032093

Contributors: Jordi Casas-Roma; Jordi Herrera-Joancomartí; Vicenç Torra
Source: check_circle
Universitat Autònoma de Barcelona
grade
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Análisis de datos de redes sociales

2016 | Book | Author
SOURCE-WORK-ID:

909d9816-2e4c-4390-bfe7-9c32407d7dbc

Contributors: Cristina Pérez-Solà; Jordi Casas-Roma
Source: check_circle
Universitat Autònoma de Barcelona

An evaluation of edge modification techniques for privacy-preserving on graphs

Modeling Decisions for Artificial Intelligence - 12th International Conference, MDAI 2015, Proceedings
2015 | Book chapter | Author
SOURCE-WORK-ID:

a5883441-fb7b-4db2-b107-90096bcf7234

EID:

2-s2.0-84945588694

Part of ISBN: 9783319232393
Contributors: Jordi Casas-Roma
Source: check_circle
Universitat Autònoma de Barcelona
grade
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Anonymizing graphs: measuring quality for clustering

Knowledge and Information Systems
2015-09-17 | Journal article | Author
SOURCE-WORK-ID:

9f776bff-023c-46e3-8c84-2648adca4cf9

EID:

2-s2.0-84939264034

Contributors: Jordi Casas-Roma; Jordi Herrera-Joancomartí; Vicenç Torra
Source: check_circle
Universitat Autònoma de Barcelona
grade
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Community-preserving generalization of social networks

Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2015
2015-08-25 | Book chapter | Author
SOURCE-WORK-ID:

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EID:

2-s2.0-84962578375

Part of ISBN: 9781450338547
Contributors: Jordi Casas-Roma; François Rousseau
Source: check_circle
Universitat Autònoma de Barcelona
grade
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A summary of k-degree anonymous methods for privacy-preserving on networks

Studies in Computational Intelligence
2015-01-01 | Journal article | Author
SOURCE-WORK-ID:

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EID:

2-s2.0-84927158558

Contributors: Jordi Casas-Roma; Jordi Herrera-Joancomartí; Vicenç Torra
Source: check_circle
Universitat Autònoma de Barcelona
grade
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Analyzing Learner's Participation in a WordPress-based Personal Teaching Environment

The Personal Learning Environments Conference
2014 | Conference paper
Source: Self-asserted source
Jordi Casas-Roma

Privacy-preserving on graphs using randomization and edge-relevance

Modeling Decisions forArtificial Intelligence - 11th International Conference, MDAI 2014, Proceedings
2014 | Book chapter | Author
SOURCE-WORK-ID:

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EID:

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Part of ISBN: 9783319120539
Contributors: Jordi Casas-Roma
Source: check_circle
Universitat Autònoma de Barcelona
grade
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An algorithm for κ-degree anonymity on large networks

Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2013
2013 | Journal article | Author
SOURCE-WORK-ID:

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EID:

2-s2.0-84893330780

Contributors: Jordi Casas-Roma; Jordi Herrera-Joancomartí; Vicenç Torra
Source: check_circle
Universitat Autònoma de Barcelona

Analyzing the impact of edge modifications on networks

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2013 | Journal article | Author
SOURCE-WORK-ID:

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EID:

2-s2.0-84893218820

Contributors: Jordi Casas-Roma; Jordi Herrera-Joancomartí; Vicenç Torra
Source: check_circle
Universitat Autònoma de Barcelona
grade
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Diseño conceptual de bases de datos en UML

2013 | Book | Author
SOURCE-WORK-ID:

4dacdddc-d5cc-4234-b304-6bacf4aca257

Contributors: Jordi Casas-Roma; Jordi Conesa
Source: check_circle
Universitat Autònoma de Barcelona

Evolutionary Algorithm for Graph Anonymization

Source: Self-asserted source
Jordi Casas-Roma

Comparing random-based and k-anonymity-based algorithms for graph anonymization

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2012 | Journal article | Author
SOURCE-WORK-ID:

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EID:

2-s2.0-84869451504

Contributors: Jordi Casas-Roma; Jordi Herrera-Joancomartí; Vicenç Torra
Source: check_circle
Universitat Autònoma de Barcelona
grade
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Peer review (6 reviews for 4 publications/grants)

Review activity for Engineering applications of artificial intelligence. (1)
Review activity for Expert systems with applications. (2)
Review activity for International journal of educational technology in higher education. (2)
Review activity for Knowledge and information systems. (1)