Gianluca Bontempi

Université Libre de Bruxelles — Belgium

Biochemistry, Genetics and Molecular Biology · Life Sciences

60h-index21.7kcitations392works2.82yr avg
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Research Topics

Gene expression and cancer classification(54), Neural Networks and Applications(43), Bioinformatics and Genomic Networks(43), Imbalanced Data Classification Techniques(27), Machine Learning and Data Classification(26)

Publications392 total

Ethics2vec: Aligning Automatic Agents and Human Preferences
Proceedings of the AAAI Symposium Series·2025Open Access
Causal Discovery in Multivariate Time Series through Mutual Information Featurization
arXiv (Cornell University)·2025Open Access
Linear non-conservative unsupervised domain adaptation for cross-subject EMG gesture recognition
Biomedical Signal Processing and Control·2025
Towards fair machine learning using many-objective feature selection
Applied Soft Computing·2025Open Access
Two methods, two views: Integrating phytoliths in thin sections and bulk samples on the urban Dark Earths from the DIVA-site (Antwerp, Belgium)
PLoS ONE·2025· 1 citedOpen Access
Integrating Domain Adaptation and Causal Discovery in Digital Twins for Plastic Injection Molding
2025Open Access
Calibration of vehicular traffic simulation models by local optimization
Transportation·2025· 2 citedOpen Access
FRAUD-RLA: A new reinforcement learning adversarial attack against credit card fraud detection
arXiv (Cornell University)·2025· 2 citedOpen Access
Between Accurate Prediction and Poor Decision Making: The AI/ML Gap
Lecture notes in computer science·2025· 1 cited
Physically Interpretable Probabilistic Domain Characterization
Lecture notes in computer science·2025· 1 citedOpen Access
Linear Non-Conservative Unsupervised Domain Adaptation for Cross-Subject Emg Gesture Recognition
SSRN Electronic Journal·2025Open Access
A Simulation Tool to Assess the Impact of Deviation Plans on Disruptive Events of Urban Traffic
2025Open Access
EMG Subspace Alignment and Visualization for Cross-Subject Hand Gesture Classification
Communications in computer and information science·2024· 3 cited
A Churn Prediction Dataset from the Telecom Sector: A New Benchmark for Uplift Modeling
Communications in computer and information science·2024
On many-objective feature selection and the need for interpretability
Expert Systems with Applications·2024· 3 citedOpen Access
Physically Interpretable Probabilistic Domain Characterization
arXiv (Cornell University)·2024Open Access
PyAWD: A Library for Generating Large Synthetic Datasets of Acoustic Wave Propagation
arXiv (Cornell University)·2024Open Access
Assessing adversarial attacks in real-world fraud detection
2024· 3 citedOpen Access
Machine learning for hand pose classification from phasic and tonic EMG signals during bimanual activities in virtual reality
Frontiers in Neuroscience·2024· 7 citedOpen Access
Statistical Foundations of Machine Learning
Dépôt institutionnel de l'Université libre de Bruxelles (Université Libre de Bruxelles)·2024· 14 citedOpen Access
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Frequent Co-authors

Benjamin Haibe‐Kains(12), Christos Sotiriou(9), Christine Desmedt(8), Olivier Caelen(8), Yann‐Aël Le Borgne(8), Catharina Olsen(7), Antonio Colaprico(6), Andrea Dal Pozzolo(6), Tiago C. Silva(5), Houtan Noushmehr(5), Martine Piccart(5), Fabrizio Carcillo(4), Marc Buyse(4), Denis Larsimont(4), Liran Lerman(4), Christine Decaestecker(4), Róbert Kiss(4), Michele Ceccarelli(3), Mauro Delorenzi(3), Sherene Loi(3)