Martinez-Gil Jorge

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Publications

Evaluation of Code Similarity Search Strategies in Large-Scale Codebases

Jorge Martinez-Gil , Shaoyi Yin
Transactions on Large-Scale Data- and Knowledge-Centered Systems, 2025, Lecture Notes in Computer Science, 14970, pp.99-113. ⟨10.1007/978-3-662-70140-9_4⟩
Article dans une revue hal-04852440 v1

MTD-DS: an SLA-aware Decision Support Benchmark for Multi-tenant Parallel DBMSs

Shaoyi Yin , Franck Morvan , Jorge Martinez-Gil , Abdelkader Hameurlain
IEEE Transactions on Knowledge and Data Engineering, 2025, 37 (5), pp.2743-2755. ⟨10.1109/TKDE.2025.3543727⟩
Article dans une revue hal-04975375 v1

Framework to automatically determine the quality of open data catalogs

Jorge Martinez-Gil
Expert Systems with Applications, 2025, 289, pp.128379. ⟨10.1016/j.eswa.2025.128379⟩
Article dans une revue hal-05123529 v1

An overview of civic engagement tools for rural communities

Jorge Martinez-Gil , Mario Pichler , Noemi Lechat , Gianluca Lentini , Nina Cvar et al.
Open Research Europe, 2024, 4, pp.195. ⟨10.12688/openreseurope.18077.1⟩
Article dans une revue hal-04697550 v1

Transfer learning for semantic similarity measures based on symbolic regression

Jorge Martinez-Gil , Jose Manuel Chaves-Gonzalez
Journal of Intelligent and Fuzzy Systems, 2023, 45 (1), pp.37-49. ⟨10.3233/JIFS-230141⟩
Article dans une revue hal-04195042 v1

Optimizing readability using genetic algorithms

Jorge Martinez-Gil
Knowledge-Based Systems, 2023, pp.111273. ⟨10.1016/j.knosys.2023.111273⟩
Article dans une revue hal-04328713 v1

A Comparative Study of Ensemble Techniques Based on Genetic Programming: A Case Study in Semantic Similarity Assessment

Jorge Martinez-Gil
International Journal of Software Engineering and Knowledge Engineering, 2023, 33 (02), pp.289-312. ⟨10.1142/s0218194022500772⟩
Article dans une revue hal-04033356 v1

A survey on legal question–answering systems

Jorge Martinez-Gil
Computer Science Review, 2023, 48, pp.100552. ⟨10.1016/j.cosrev.2023.100552⟩
Article dans une revue hal-04033340 v1

Matching Large Biomedical Ontologies Using Symbolic Regression Using Symbolic Regression

Jorge Martinez-Gil , Shaoyi Yin , Josef Küng , Franck Morvan
Journal of Data Intelligence, 2022, 3 (3), pp.316-332. ⟨10.26421/JDI3.3-2⟩
Article dans une revue hal-03842681 v1

A comprehensive review of stacking methods for semantic similarity measurement

Jorge Martinez-Gil
Machine Learning with Applications, 2022, 10, pp.100423. ⟨10.1016/j.mlwa.2022.100423⟩
Article dans une revue hal-03853268 v1

Interpretable ontology meta-matching in the biomedical domain using Mamdani fuzzy inference

Jorge Martinez-Gil , Jose Manuel Chaves-Gonzalez
Expert Systems with Applications, 2022, 188, pp.116025. ⟨10.1016/j.eswa.2021.116025⟩
Article dans une revue hal-03853230 v1

Interpretable entity meta-alignment in knowledge graphs using penalized regression: a case study in the biomedical domain

Jorge Martinez-Gil , Riad Mokadem , Franck Morvan , Josef Küng , Abdelkader Hameurlain
Progress in Artificial Intelligence, 2022, 11 (1), pp.93-104. ⟨10.1007/s13748-021-00263-1⟩
Article dans une revue hal-03841296 v1

A Novel Approach for Learning How to Automatically Match Job Offers and Candidate Profiles

Jorge Martinez-Gil , Alejandra Lorena Paoletti , Mario Pichler
Information Systems Frontiers, 2020, 22 (6), pp.1265-1274. ⟨10.1007/s10796-019-09929-7⟩
Article dans une revue hal-04150302 v1

Automatic design of semantic similarity controllers based on fuzzy logics

Jorge Martinez-Gil , Jose Manuel Chaves-Gonzalez
Expert Systems with Applications, 2019, 131, pp.45-59. ⟨10.1016/J.ESWA.2019.04.046⟩
Article dans une revue hal-05197831 v1

Semantic similarity aggregators for very short textual expressions: a case study on landmarks and points of interest

Jorge Martinez-Gil
Journal of Intelligent Information Systems, 2019, 53 (2), pp.361-380. ⟨10.1007/s10844-019-00561-0⟩
Article dans une revue hal-03854760 v1

Automatic recommendation of prognosis measures for mechanical components based on massive text mining

Jorge Martinez-Gil , Bernhard Freudenthaler , Thomas Natschläger
International Journal of Web Information Systems, 2018, 14 (4), pp.480-494. ⟨10.1108/IJWIS-04-2018-0029⟩
Article dans une revue hal-03866296 v1
Image document

CoTO: A Novel Approach for Fuzzy Aggregation of Semantic Similarity Measures

Jorge Martinez-Gil
Cognitive Systems Research, 2016, ⟨10.1016/j.cogsys.2016.01.001⟩
Article dans une revue hal-01695099 v1

Accurate Semantic Similarity Measurement of Biomedical Nomenclature by Means of Fuzzy Logic

Jorge Martinez-Gil
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, 2016, 24 (02), pp.291-305. ⟨10.1142/S0218488516500148⟩
Article dans une revue hal-04389409 v1
Image document

An Overview of Knowledge Management Techniques for e-Recruitment

Jorge Martinez-Gil
Journal of Information & Knowledge Management, 2014, 13 (02), pp.1450014. ⟨10.1142/s0219649214500142⟩
Article dans une revue hal-01692069 v1
Image document

Semantic similarity measurement using historical google search patterns

Jorge Martinez-Gil , José F. Aldana Montes
Information Systems Frontiers, 2013, 15 (3), pp.399-410. ⟨10.1007/s10796-012-9404-7⟩
Article dans une revue hal-01628399 v1

Evolutionary algorithm based on different semantic similarity functions for synonym recognition in the biomedical domain

José Chaves-González , Jorge Martínez-Gil
Knowledge-Based Systems, 2013, 37, pp.62-69. ⟨10.1016/j.knosys.2012.07.005⟩
Article dans une revue hal-04389411 v1

MaF: An Ontology Matching Framework

Jorge Martinez-Gil
Journal of Universal Computer Science, 2012, ⟨10.3217/jucs-018-02-0194⟩
Article dans une revue hal-04561291 v1
Image document

An overview of textual semantic similarity measures based on web intelligence

Jorge Martinez-Gil
Artificial Intelligence Review, 2012, 42 (4), pp.935-943. ⟨10.1007/s10462-012-9349-8⟩
Article dans une revue hal-01630890 v1
Image document

Evaluation of two heuristic approaches to solve the ontology meta-matching problem

Jorge Martinez-Gil , José F. Aldana-Montes
Knowledge and Information Systems (KAIS), 2011, 26 (2), pp.225-247. ⟨10.1007/s10115-009-0277-0⟩
Article dans une revue hal-01673297 v1

Advanced Detection of Source Code Clones via an Ensemble of Unsupervised Similarity Measures

Jorge Martinez-Gil
Balancing Software Innovation and Regulatory Compliance - 17th International Conference on Software Quality, May 2025, Munich, Germany. pp.72-90, ⟨10.1007/978-3-031-89277-6_5⟩
Communication dans un congrès hal-05123526 v1

Root Cause Analysis in the Industrial Domain using Knowledge Graphs: A Case Study on Power Transformers

Jorge Martinez-Gil , Georg Buchgeher , David Gabauer , Bernhard Freudenthaler , Dominik Filipiak et al.
Proceedings of the 3rd International Conference on Industry 4.0 and Smart Manufacturing (ISM 2022), Nov 2021, Hagenberg, Austria. pp.944-953, ⟨10.1016/j.procs.2022.01.292⟩
Communication dans un congrès hal-04401564 v1

KI-Net: AI-Based Optimization in Industrial Manufacturing—A Project Overview

Bernhard Freudenthaler , Jorge Martinez-Gil , Anna Fensel , Kai Höfig , Stefan Huber et al.
Computer Aided Systems Theory – EUROCAST 2022, Feb 2022, Las Palmas de Gran Canaria, Spain. pp.554-561, ⟨10.1007/978-3-031-25312-6_65⟩
Communication dans un congrès hal-05308899 v1

Optimising Manufacturing Process with Bayesian Structure Learning and Knowledge Graphs

Tek Raj Chhetri , Sareh Aghaei , Anna Fensel , Ulrich Göhner , Sebnem Gül-Ficici et al.
Computer Aided Systems Theory - EUROCAST 2022 - 18th International Conference, Feb 2022, Las Palmas de Gran Canaria, Spain. pp.594-602, ⟨10.1007/978-3-031-25312-6_70⟩
Communication dans un congrès hal-04132208 v1

Deep Learning Rule for Efficient Changepoint Detection in the Presence of Non-Linear Trends

Salma Mahmoud , Jorge Martinez-Gil , Patrick Praher , Bernhard Freudenthaler , Alexander Girkinger
Database and Expert Systems Applications - DEXA 2021 Workshops - BIOKDD, IWCFS, MLKgraphs, AI-CARES, ProTime, AISys 2021, Sep 2021, Virtual, Austria. pp.184-191, ⟨10.1007/978-3-030-87101-7_18⟩
Communication dans un congrès hal-04401561 v1

Matching Large Biomedical Ontologies Using Symbolic Regression

Jorge Martinez-Gil , Shaoyi Yin , Josef Küng , Franck Morvan
23rd International Conference on Information Integration and Web Intelligence (iiWAS 2021), Nov 2021, Linz, Austria. pp.162-167, ⟨10.1145/3487664.3487781⟩
Communication dans un congrès hal-03853319 v1

Decay-parameter Diagnosis in Industrial Domains by Robustness through Isotonic Regression

Salma Mahmoud , Florian Sobieczky , Jorge Martinez-Gil , Patrick Praher , Bernhard Freudenthaler
Proceedings of the 2nd International Conference on Industry 4.0 and Smart Manufacturing (ISM 2020), Nov 2020, Hagenberg, France. pp.466-475, ⟨10.1016/j.procs.2021.01.263⟩
Communication dans un congrès hal-04401566 v1

Framework for Data Analysis in the Context of the Smart Villages

Jorge Martinez-Gil , Mario Pichler , Muhamed Turkanović , Tina Beranič , Mitja Gradišnik et al.
Electronic Government and the Information Systems Perspective - 9th International Conference, EGOVIS 2020, Sep 2020, Bratislava, Slovakia. pp.31-45, ⟨10.1007/978-3-030-58957-8_3⟩
Communication dans un congrès hal-05197833 v1
Image document

General Model for Tracking Manufacturing Products Using Graph Databases

Jorge Martinez-Gil , Reinhard Stumptner , Christian Lettner , Mario Pichler , Salma Mahmoud et al.
8th International Symposium on Data-Driven Process Discovery and Analysis (SIMPDA), Dec 2018, Seville, Spain. pp.86-100, ⟨10.1007/978-3-030-46633-6_5⟩
Communication dans un congrès hal-03188656 v1

Framework for assessing the smartness maturity level of villages

Jorge Martinez-Gil , Mario Pichler , Tina Beranič , Lucija Brezočnik , Muhamed Turkanović et al.
New Trends in Databases and Information Systems: ADBIS 2019 Short Papers, Workshops BBIGAP, QAUCA, SemBDM, SIMPDA, M2P, MADEISD, and Doctoral Consortium, Sep 2019, Bled, Slovenia. ⟨10.1007/978-3-030-30278-8_48⟩
Communication dans un congrès hal-04137494 v1

Optimal Selection of Training Courses for Unemployed People based on Stable Marriage Model

Jorge Martinez-Gil , Bernhard Freudenthaler
iiWAS2019: The 21st International Conference on Information Integration and Web-based Applications & Services, Dec 2019, Munich, Germany. pp.260-266, ⟨10.1145/3366030.3366063⟩
Communication dans un congrès hal-03866290 v1

Towards a Data-Driven Approach for Fraud Detection in the Social Insurance Field: A Case Study in Upper Austria

Johannes Himmelbauer , Jorge Martinez-Gil , Michael Ksen , Katharina Linner , Sieglinde Plakolm
EGOVIS, Aug 2019, Linz, Austria. pp.70-84, ⟨10.1007/978-3-030-27523-5_6⟩
Communication dans un congrès hal-04553410 v1

Management of accurate profile matching using multi-cloud service interaction

Andreea Buga , Bernhard Freudenthaler , Jorge Martinez-Gil , Sorana Tania Nemes , Lorena Paoletti
iiWAS2017: The 19th International Conference on Information Integration and Web-based Applications & Services, Dec 2017, Salzburg Austria, Austria. pp.161-165, ⟨10.1145/3151759.3151831⟩
Communication dans un congrès hal-05308901 v1

Maintenance of Profile Matchings in Knowledge Bases

Jorge Martinez-Gil , Lorena Paoletti , Gábor Rácz , Attila Sali , Klaus-Dieter Schewe
Model and Data Engineering: 6th International Conference, MEDI 2016, Sep 2016, Almeria, Spain. pp.132-141, ⟨10.1007/978-3-319-45547-1_11⟩
Communication dans un congrès hal-04136910 v1

Top-k Matching Queries for Filter-Based Profile Matching in Knowledge Bases

Alejandra Lorena Paoletti , Jorge Martinez-Gil , Klaus-Dieter Schewe
Database and Expert Systems Applications: 27th International Conference, DEXA 2016, Sep 2016, Porto, France. pp.295-302, ⟨10.1007/978-3-319-44406-2_23⟩
Communication dans un congrès hal-04136912 v1

MaSiMe: A Customized Similarity Measure and Its Application for Tag Cloud Refactoring

David Urdiales-Nieto , Jorge Martinez-Gil , José Aldana-Montes
On the Move to Meaningful Internet Systems: OTM 2009 Workshops, Nov 2006, Vilamoura, Algarve, Portugal, France. pp.937-946, ⟨10.1007/978-3-642-05290-3_112⟩
Communication dans un congrès istex hal-04561288 v1

Boosting Annotated Web Services in SAWSDL

Antonio Roa-Valverde , Jorge Martinez-Gil , José Aldana-Montes
Distributed Computing, Artificial Intelligence, Bioinformatics, Soft Computing, and Ambient Assisted Living, Jun 2009, Salamanca, Spain. pp.67-74, ⟨10.1007/978-3-642-02481-8_10⟩
Communication dans un congrès istex hal-04561290 v1

Comparison of Textual Renderings of Ontologies for Improving Their Alignment

Jorge Martinez-Gil , Ismael Navas-Delgado , Antonio Polo-Marquez , Jose Aldana-Montes
2008 International Conference on Complex, Intelligent and Software Intensive Systems, Mar 2008, Barcelona, Spain. pp.871-876, ⟨10.1109/CISIS.2008.71⟩
Communication dans un congrès hal-04150403 v1

Source Code Clone Detection Using Unsupervised Similarity Measures

Jorge Martinez-Gil
Software Quality as a Foundation for Security, 505, Springer Nature Switzerland, pp.21-37, 2024, Lecture Notes in Business Information Processing, ⟨10.1007/978-3-031-56281-5_2⟩
Chapitre d'ouvrage hal-04697551 v1

Multi-Stakeholder Perspective on Human-AI Collaboration in Industry 5.0

Thomas Hoch , Jorge Martinez-Gil , Mario Pichler , Agastya Silvina , Bernhard Heinzl et al.
Artificial Intelligence in Manufacturing, Springer Nature Switzerland, pp.407-421, 2023, ⟨10.1007/978-3-031-46452-2_23⟩
Chapitre d'ouvrage hal-04502690 v1

Leveraging Semantic Representations via Knowledge Graph Embeddings

Franz Krause , Kabul Kurniawan , Elmar Kiesling , Jorge Martinez-Gil , Thomas Hoch et al.
Artificial Intelligence in Manufacturing, Springer Nature Switzerland, pp.71-85, 2023, ⟨10.1007/978-3-031-46452-2_5⟩
Chapitre d'ouvrage hal-04503763 v1

Examining the Adoption of Knowledge Graphs in the Manufacturing Industry: A Comprehensive Review

Jorge Martinez-Gil , Thomas Hoch , Mario Pichler , Bernhard Heinzl , Bernhard Moser et al.
Artificial Intelligence in Manufacturing, Springer Nature Switzerland, pp.55-70, 2023, ⟨10.1007/978-3-031-46452-2_4⟩
Chapitre d'ouvrage hal-04503760 v1
Image document

A Smart Approach for Matching, Learning and Querying Information from the Human Resources Domain

Jorge Martinez-Gil , Alejandra Lorena Paoletti , Klaus-Dieter Schewe
Communications in Computer and Information Science, Springer Verlag (Germany), pp.157-167, 2016, ⟨10.1007/978-3-319-44066-8_17⟩
Chapitre d'ouvrage hal-01683416 v1
Image document

Evaluating Small-Scale Code Models for Code Clone Detection

Jorge Martinez-Gil
2025
Pré-publication, Document de travail hal-05055646 v1

Advanced Detection of Source Code Clones via an Ensemble of Unsupervised Similarity Measures

Jorge Martinez-Gil
2024
Pré-publication, Document de travail hal-04663213 v1

Analyzing Programmer Psychological Traits Using Code and Sentiment Analysis

Jorge Martinez-Gil
2024
Pré-publication, Document de travail hal-04852436 v1

Comparative Analysis of Methods for Open Data Catalog Similarity

Jorge Martinez-Gil
2024
Pré-publication, Document de travail hal-05145151 v1

Automated Knowledge Graph Learning in Industrial Processes

Lolitta Ammann , Jorge Martinez-Gil , Michael Mayr , Georgios C. Chasparis
2024
Pré-publication, Document de travail hal-04663215 v1

Augmenting the Interpretability of GraphCodeBERT for Code Similarity Tasks

Jorge Martinez-Gil
2024
Pré-publication, Document de travail hal-04852432 v1

Improving Source Code Similarity Detection Through GraphCodeBERT and Integration of Additional Features

Jorge Martinez-Gil
2024
Pré-publication, Document de travail hal-04697548 v1

Source Code Clone Detection Using Unsupervised Similarity Measures

Jorge Martinez-Gil
2024
Pré-publication, Document de travail hal-04503766 v1

Automatic Design of Semantic Similarity Ensembles Using Grammatical Evolution

Jorge Martinez-Gil
2023
Pré-publication, Document de travail hal-04354935 v1
Image document

Optimizing Readability Using Genetic Algorithms

Jorge Martinez-Gil
2023
Pré-publication, Document de travail hal-04070748 v1

Framework to Automatically Determine the Quality of Open Data Catalogs

Jorge Martinez-Gil
2023
Pré-publication, Document de travail hal-04354933 v1

Context-Aware Semantic Similarity Measurement for Unsupervised Word Sense Disambiguation

Jorge Martinez-Gil
2023
Pré-publication, Document de travail hal-04119966 v1

Exploring Neurofuzzy Models for Accurate and Timely Evaluation of Semantic Textual Similarity

Jorge Martinez-Gil
2022
Pré-publication, Document de travail hal-04137487 v1

Exploring a Neurofuzzy Framework for Analyzing Legal Texts

Jorge Martinez-Gil
2022
Pré-publication, Document de travail hal-04124448 v1

Advancing Human Resources through Intelligent Data Interpretation

Jorge Martinez-Gil
2021
Pré-publication, Document de travail hal-04401558 v1

Transparency and Insight: A Deep Dive into Interpretability for Ontology Meta-Matching

Jorge Martinez-Gil
2021
Pré-publication, Document de travail hal-04195036 v1

Human Resources Data Interpretation and Logic

Jorge Martinez-Gil
2021
Pré-publication, Document de travail hal-04561289 v1

A Tensor-Based Genetic Programming Framework for Symbolic Regression on Structured Domains

Jorge Martinez-Gil
2021
Pré-publication, Document de travail hal-05197832 v1

Human Resources Information Processing and Decision-Making Framework

Jorge Martinez-Gil
2021
Pré-publication, Document de travail hal-04354937 v1

Exploring the Applicability of Fuzzy Logic in Multiple Choice Question Answering

Jorge Martinez-Gil
2021
Pré-publication, Document de travail hal-04132210 v1

Optimal Stable Marriage with Skill Acquisition

Jorge Martinez-Gil
2020
Pré-publication, Document de travail hal-05308900 v1

Cutting-Edge Neurofuzzy Approaches for Semantic Textual Similarity

Jorge Martinez-Gil
2020
Pré-publication, Document de travail hal-04150399 v1

Bridging Complexity in Ontology Meta-Matching Through Interpretability

Jorge Martinez-Gil
2020
Pré-publication, Document de travail hal-04503762 v1

Knowledge Representation and Reasoning for Human Resource Management

Jorge Martinez-Gil
2020
Pré-publication, Document de travail hal-05123528 v1

Decoding Human Resources: Representing and Rationalizing HR Knowledge

Jorge Martinez-Gil
2020
Pré-publication, Document de travail hal-04179378 v1

Investigating the Intersections of Data and Knowledge Engineering

Jorge Martinez-Gil
2018
Pré-publication, Document de travail hal-04332494 v1

A Hybrid Neurofuzzy System for Legal Text Comparison and Analysis

Jorge Martinez-Gil
2018
Pré-publication, Document de travail hal-04697549 v1

AI-Powered Recruitment: The Next Evolution

Jorge Martinez-Gil
2017
Pré-publication, Document de travail hal-04663214 v1

SIFT: An Algorithm for Extracting Structural Information From Taxonomies

Jorge Martinez-Gil
2016
Pré-publication, Document de travail hal-05197835 v1

Taxonomy Structure Extraction: The SIFT Algorithm Approach

Jorge Martinez-Gil
Software Competence Center Hagenberg GmbH. 2017, pp.1-12
Rapport hal-04313354 v1