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G

Gianluca Bontempi

universite libre de bruxelles

60H-index
404Paper Count
2.2WCitation Count
Published Papers 68
Publication Date
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Topology-aware feature engineering for data-driven Dynamic Security Assessment using electricity market data
errINTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS
IF5
err2026-05-02
err0
errOAAI
errGian Marco Paldino; Raphael Petit; Silvia Iuliano; Alfredo Vaccaro; Gianluca Bontempi
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A direct classification approach for reliable wind ramp event forecasting under severe class imbalance
errElectric Power Systems Research
IF4.2
err2026-03-13
err0
PREAI
errAlejandro Morales-Hernández; Fabrizio De Caro; Gian Marco Paldino; Pascal Tribel; Alfredo Vaccaro; Gianluca Bontempi
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Linear non-conservative unsupervised domain adaptation for cross-subject EMG gesture recognition
errBiomedical Signal Processing and Control
IF4.9
err2025-07-15
err0
PREAI
errMartin Colot; Cédric Simar; Ana Maria Cebolla Alvarez; Gianluca Bontempi
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Towards fair machine learning using many-objective feature selection
errApplied Soft Computing
IF6.6
err2025-06-17
err0
PREAI
errUchechukwu F. Njoku; Alberto Abelló; Besim Bilalli; Gianluca Bontempi
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errSave
Two methods, two views: Integrating phytoliths in thin sections and bulk samples on the urban Dark Earths from the DIVA-site (Antwerp, Belgium)
errPLOS ONE
IF2.6
err2025-03-31
err0
errOAAI
errAlonso-Eguiluz, Monica; Lo Russo, Sarah; Vrydaghs, Luc; Tribel, Pascal; Bontempi, Gianluca; Schenkel, Arnaud; Celis, Daan; Nys, Karin; Devos, Yannick
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Calibration of vehicular traffic simulation models by local optimization
errTRANSPORTATION
IF3.3
err2025-02-17
err0
PREAI
errGuastella, Davide Andrea; Morales-Hernandez, Alejandro; Cornelis, Bruno; Bontempi, Gianluca
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errSave
Instance-based meta-learning for conditionally dependent univariate multi-step forecasting☆
errINTERNATIONAL JOURNAL OF FORECASTING
IF7.1
err2024-10-01
err0
errOAAI
errCerqueira, Vitor; Torgo, Luis; Bontempi, Gianluca
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Assessment of catastrophic forgetting in continual credit card fraud detection
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2024-09-01
err2
errOAAI
errLebichot, B.; Siblini, W.; Paldino, G. M.; Le Borgne, Y. -A.; Oble, F.; Bontempi, G.
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errSave
Machine learning for hand pose classification from phasic and tonic EMG signals during bimanual activities in virtual reality
errFRONTIERS IN NEUROSCIENCE
IF3.2
err2024-04-26
err4
errOAAI
errSimar, Cedric; Colot, Martin; Cebolla, Ana-Maria; Petieau, Mathieu; Cheron, Guy; Bontempi, Gianluca
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Transfer learning-based methodologies for Dynamic Thermal Rating of transmission lines
errELECTRIC POWER SYSTEMS RESEARCH
IF4.2
err2024-04-01
err1
PREAI
errPaldino, Gian Marco; De Caro, Fabrizio; De Stefani, Jacopo; Vaccaro, Alfredo; Bontempi, Gianluca
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Estimating pitting descriptors of 316 L stainless steel by machine learning and statistical analysis
errNPJ MATERIALS DEGRADATION
IF7.6
err2023-10-21
err12
errOAAI
errCoelho, Leonardo Bertolucci; Torres, Daniel; Vangrunderbeek, Vincent; Bernal, Miguel; Paldino, Gian Marco; Bontempi, Gianluca; Ustarroz, Jon
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Extraction and analysis of flow features in planar synthetic jets using different machine learning techniques
errPHYSICS OF FLUIDS
IF4.3
err2023-09-05
err5
errOAAI
errMunoz, Eva; Dave, Himanshu; D'Alessio, Giuseppe; Bontempi, Gianluca; Parente, Alessandro; Le Clainche, Soledad
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errSave
Probing the randomness of the local current distributions of 316 L stainless steel corrosion in NaCl solution
errCORROSION SCIENCE
IF8.5
err2023-06-01
err16
errOAAI
errCoelho, Leonardo Bertolucci; Torres, Daniel; Bernal, Miguel; Paldino, Gian Marco; Bontempi, Gianluca; Ustarroz, Jon
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errSave
Effect of 21 different nitrogen sources on global gene expression in the yeast Saccharomyces cerevisiae
errMOLECULAR AND CELLULAR BIOLOGY
IF2.7
err2023-03-27
err228
errOAAI
errGodard, Patrice; Urrestarazu, Antonio; Vissers, Stephan; Kontos, Kevin; Bontempi, Gianluca; van Helden, Jacques; Andre, Bruno
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Partial counterfactual identification and uplift modeling: theoretical results and real-world assessment
errMACHINE LEARNING
IF2.9
err2023-03-14
err0
errOAAI
errVerhelst, Theo; Mercier, Denis; Shrestha, Jeevan; Bontempi, Gianluca
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errSave
An Adversary Model of Fraudsters' Behavior to Improve Oversampling in Credit Card Fraud Detection
errIEEE ACCESS
IF3.6
err2023-01-01
err1
errOAAI
errLunghi, Daniele; Paldino, Gian Marco; Caelen, Olivier; Bontempi, Gianluca
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errSave
DAFT-E: Feature-Based Multivariate and Multi-Step-Ahead Wind Power Forecasting
errieee transactions on energy conversion
IF10
err2022-04-01
err15
PREAI
errDe Caro, Fabrizio; De Stefani, Jacopo; Vaccaro, Alfredo; Bontempi, Gianluca
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errSave
Incremental learning strategies for credit cards fraud detection
errINTERNATIONAL JOURNAL OF DATA SCIENCE AND ANALYTICS
IF2.8
err2021-06-09
err12
errOAAI
errLebichot, B.; Paldino, G. M.; Siblini, W.; He-Guelton, L.; Oble, F.; Bontempi, G.
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errSave
The CLAIRE COVID-19 initiative: approach, experiences and recommendations
errETHICS AND INFORMATION TECHNOLOGY
IF4
err2021-02-09
err1
errOAAI
errBontempi, Gianluca; Chavarriaga, Ricardo; Ed Canck, Hans; Girardi, Emanuela; Hoos, Holger; Kilbane-Dawe, Iarla; Ball, Tonio; Nowe, Ann; Sousa, Jose; Bacciu, Davide; Aldinucci, Marco; Ed Domenico, Manlio; Saffiotti, Alessandro; Maratea, Marco
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errSave
Transfer Learning Strategies for Credit Card Fraud Detection
errIEEE ACCESS
IF3.6
err2021-01-01
err6
errOAAI
errLebichot, Bertrand; Verhelst, Theo; Le Borgne, Yann-Ael; He-Guelton, Liyun; Oble, Frederic; Bontempi, Gianluca
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Research Directions

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Co-authors
Cooperation Journals
M
Martine Piccart
H-index: 149 · Papers: 1.6K
E
Eva Negri
H-index: 141 · Papers: 1.3K
C
Chantal Mathieu
H-index: 127 · Papers: 2.3K
S
Sherene Loi
H-index: 126 · Papers: 1.2K
C
Christos Sotiriou
H-index: 122 · Papers: 1.1K
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