logo
CanyamAI summaries for academic research
language
MobileMobile
  • Phone FeatureWeChat Mini Program
EnglishEnglish
noticeNotice
BlogBlog
delete
arrow
Back
L

Luca Oneto

University of Genoa

36H-index
337Paper Count
8.8KCitation Count
Published Papers 79
Publication Date
logo
Fair backward compatibility: definitions, theoretical framework, and empirical results
errComplex & Intelligent Systems
IF4.6
err2026-09-06
err0
errOAAI
errAnna Pallarès López; Irene Buselli; Davide Anguita; Fabio Roli; Luca Oneto
errShare
errSave
Eleven quick tips to reduce overfitting in machine learning
errInternational Journal of Data Science and Analytics
IF2.8
err2026-08-04
err0
errOAAI
errDavide Chicco; Luca Oneto
errShare
errSave
Fairness in vision-language text-to-image retrieval: Natural biases and adversarial threats
errCOMPUTERS & ELECTRICAL ENGINEERING
IF4.9
err2026-07-01
err0
PREAI
errLazzaro, Dario; Cina, Antonio Emanuele; Roli, Fabio; Anguita, Davide; Biggio, Battista; Laurita, Giuseppe; Oneto, Luca
errShare
errSave
Hybrid frequency-time domain surrogate-augmented model of dynamics of floating offshore wind turbines
errOcean Engineering
IF5.5
err2026-07-01
err1
PREAI
errPatryniak, Katarzyna; Collu, Maurizio; Yeter, Baran; Minisi, Simone; Oneto, Luca; Coraddu, Andrea
errShare
errSave
Advances in artificial neural networks, machine learning and computational intelligence
errNeurocomputing
IF6.5
err2026-05-20
err0
PREAI
errLuca Oneto; Kerstin Bunte; Alfredo Vellido
errShare
errSave
DBSCAN applied to EHRs data from patients with glioblastoma clusters patients based on cytosolic Hsp70 protein, sex, and brain subventricular zone
errBioData Mining
IF6.1
err2026-03-27
err0
errOAAI
errDavide Chicco; Srinjoy Dora; Luca Oneto
errShare
errSave
Reconciling grokking with statistical learning theory through the lens of norm- and stability-based generalization bounds
errNeurocomputing
IF6.5
err2026-01-28
err0
errOAAI
errLuca Oneto; Sandro Ridella; Simone Minisi; Andrea Coraddu; Davide Anguita
errShare
errSave
HORNET: Fast and minimal adversarial perturbations
errInformation Sciences
IF6.8
err2026-01-01
err0
errOAAI
errWu, Jiaping; Cina, Antonio Emanuele; Villani, Francesco; Xia, Zhaoqiang; Demetrio, Luca; Oneto, Luca; Anguita, Davide; Roli, Fabio; Feng, Xiaoyi
errShare
errSave
Partial Knowledge Predictive Models for Hydrocarbon Storage
errOPTIMIZATION, LEARNING ALGORITHMS AND APPLICATIONS, OL2A 2025, PT II
IF0
err2026-01-01
err0
PREAI
errGiampaoli, Daniele; Parodi, Guido; Cipollini, Francesca; Vattakunnel, Shaji; Gambelli, Alberto Maria; Oneto, Luca
errShare
errSave
Districting Methods for Water Distribution Networks
errOPTIMIZATION, LEARNING ALGORITHMS AND APPLICATIONS, OL2A 2025, PT II
IF0
err2026-01-01
err0
PREAI
errBonventre, Daniele; Cipollini, Francesca; Oneto, Luca; Spreafico, Giorgio
errShare
errSave
Physics Informed Machine Learning for Power Flow Analysis: Injecting Knowledge via Pre-, In-, and Post-processing
errADVANCES IN COMPUTATIONAL INTELLIGENCE, IWANN 2025, PT II
IF0
err2026-01-01
err0
PREAI
errParodi, Guido; Ferro, Giulio; Robba, Michela; Coraddu, Andrea; Cipollini, Francesca; Anguita, Davide; Oneto, Luca
errShare
errSave
A Personalized Math Learning Experience with Clustering and Random Forest Algorithms
errOPTIMIZATION, LEARNING ALGORITHMS AND APPLICATIONS, OL2A 2025, PT II
IF0
err2026-01-01
err0
PREAI
errAzevedou, Beatriz Flamia; Silva, Tania; Leite, Gabriel A.; Bezerra, Ana J. B.; Fatima Pacheco, M.; Fernandes, Florbela P.; Oneto, Luca; Sirmakessis, Spiros; Guerrero-Garcia, Pablo; Hendrix, Eligius M. T.; Kosir, Andrej; Pereira, Ana, I
errShare
errSave
Informed machine learning for complex data
errNeurocomputing
IF6.5
err2025-12-22
err0
errOAAI
errLuca Oneto; Nicolò Navarin; Alessio Micheli; Luca Pasa; Claudio Gallicchio; Davide Bacciu; Davide Anguita
errShare
errSave
Poison once, fool many: Practical poisoning attacks against text-to-image retrieval systems
errKnowledge-Based Systems
IF7.6
err2025-12-12
err0
errOAAI
errDario Lazzaro; Raffaele Mura; Antonio Emanuele CIná; Giuseppe Laurita; Gianni Vercelli; Luca Oneto; Battista Biggio; Fabio Roli
errShare
errSave
Computationally aware and physically plausible hull form optimization incorporating the IMO intact stability code
errOcean Engineering
IF5.5
err2025-09-02
err0
errOAAI
errJake M. Walker; Luca Oneto; Andrea Coraddu
errShare
errSave
Robustness-Congruent Adversarial Training for Secure Machine Learning Model Updates
errIEEE Transactions on Pattern Analysis and Machine Intelligence
IF18.6
err2025-09-01
err0
PREAI
errDaniele Angioni; Luca Demetrio; Maura Pintor; Luca Oneto; Davide Anguita; Battista Biggio; Fabio Roli
errShare
errSave
Training and validation of a machine learning model for seismic vulnerability of masonry buildings in aggregate and selection of key parameters
errStructures
IF4.3
err2025-07-31
err0
errOAAI
errSilvia Pinasco; Sergio Lagomarsino; Luca Oneto; Andrea Coraddu; Serena Cattari
errShare
errSave
A review on full-, zero-, and partial-knowledge based predictive models for industrial applications
errINFORMATION FUSION
IF15.5
err2025-07-01
err1
errOAAI
errZampini, Stefano; Parodi, Guido; Oneto, Luca; Anguita, Davide
errShare
errSave
Advances in artificial neural networks, machine learning and computational intelligence
errNEUROCOMPUTING
IF6.5
err2025-02-01
err0
errOAAI
errOneto, Luca; Schleif, Frank-Michael; Sperduti, Alessandro
errShare
errSave
Eight quick tips for biologically and medically informed machine learning
errplos biology
IF3.6
err2025-01-09
err1
errOAAI
errOneto, Luca
errShare
errSave

Research Directions

The data has not been retrieved yet.
Co-authors
Cooperation Journals
E
Erik Cambria
H-index: 111 · Papers: 792
A
Amanda C de C Williams
H-index: 78 · Papers: 599
J
John Shawe‐Taylor
H-index: 75 · Papers: 649
F
Fabio Roli
H-index: 69 · Papers: 504
M
Massimiliano Pontil
H-index: 62 · Papers: 311
View more