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Fabio Aiolli

university of padova

21H-index
125Paper Count
2.1KCitation Count
Published Papers 22
Publication Date
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Radiomic approach to support multidisciplinary tumor board decision-making in locally advanced non-small cell lung cancer
errFrontiers in Oncology
IF3.3
err2025-12-19
err0
errOAAI
errGiulia Pasello†; Harel Kotler†; Alessandra Ferro; Luca Bergamin; Elena Scagliori; Angela Grassi; Fabio Aiolli; Mattia De Nuzzo; Marco Schiavon; Matteo Sepulcri; Marco Krengli; Valentina Guarneri; Francesca Caumo‡; Gisella Gennaro‡
errShare
errSave
An investigation into creating counterfactual examples for non-linear Support Vector Machines
errNeurocomputing
IF6.5
err2025-07-11
err0
PREAI
errLuca Bergamin; Fabio Aiolli
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errSave
Improving rule-based classifiers by Bayes point aggregation
errNEUROCOMPUTING
IF6.5
err2025-01-01
err0
errOAAI
errBergamin, Luca; Polato, Mirko; Aiolli, Fabio
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errSave
A systematic review of value-aware recommender systems
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2023-09-01
err7
errOAAI
errDe Biasio, Alvise; Montagna, Andrea; Aiolli, Fabio; Navarin, Nicolo
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errSave
PRL: A game theoretic large margin method for interpretable feature learning
errNEUROCOMPUTING
IF6.5
err2022-03-01
err1
errOAAI
errPolato, Mirko; Faggioli, Guglielmo; Aiolli, Fabio
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errSave
An introduction to Deep Learning in Natural Language Processing: Models, techniques, and tools
errNEUROCOMPUTING
IF6.5
err2022-01-01
err299
PREAI
errLauriola, Ivano; Lavelli, Alberto; Aiolli, Fabio
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errSave
Learning deep kernels in the space of monotone conjunctive polynomials
errPATTERN RECOGNITION LETTERS
IF3.3
err2020-12-01
err0
PREAI
errLauriola, Ivano; Polato, Mirko; Aiolli, Fabio
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errSave
Radical scavenging activity of natural antioxidants and drugs: Development of a combined machine learning and quantum chemistry protocol
errJOURNAL OF CHEMICAL PHYSICS
IF3.1
err2020-09-18
err13
PREAI
errMuraro, Cecilia; Polato, Mirko; Bortoli, Marco; Aiolli, Fabio; Orian, Laura
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errSave
Enhancing deep neural networks via multiple kernel learning
errPATTERN RECOGNITION
IF7.6
err2020-05-01
err39
PREAI
errLauriola, Ivano; Gallicchio, Claudio; Aiolli, Fabio
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errSave
Boolean kernels for rule based interpretation of support vector machines
errNEUROCOMPUTING
IF6.5
err2019-05-01
err8
errOAAI
errPolato, Mirko; Aiolli, Fabio
errShare
errSave
Learning With Kernels: A Local Rademacher Complexity-Based Analysis With Application to Graph Kernels
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2018-10-01
err6
PREAI
errOneto, Luca; Navarin, Nicolo; Donini, Michele; Ridella, Sandro; Sperduti, Alessandro; Aiolli, Fabio; Anguita, Davide
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errSave
Advances in artificial neural networks, machine learning and computational intelligence
errNEUROCOMPUTING
IF6.5
err2018-07-01
err3
errOAAI
errAiolli, Fabio; Biehl, Michael; Oneto, Luca
errShare
errSave
Boolean kernels for collaborative filtering in top-N item recommendation
errNEUROCOMPUTING
IF6.5
err2018-04-01
err18
errOAAI
errPolato, Mirko; Aiolli, Fabio
errShare
errSave
Exploiting sparsity to build efficient kernel based collaborative filtering for top-N item recommendation
errNEUROCOMPUTING
IF6.5
err2017-12-01
err19
errOAAI
errPolato, Mirko; Aiolli, Fabio
errShare
errSave
Measuring the expressivity of graph kernels through Statistical Learning Theory
errNEUROCOMPUTING
IF6.5
err2017-12-01
err9
PREAI
errOneto, Luca; Navarin, Nicolo; Donini, Michele; Sperduti, Alessandro; Aiolli, Fabio; Anguita, Davide
errShare
errSave
Advances in artificial neural networks, machine learning and computational intelligence
errNEUROCOMPUTING
IF6.5
err2017-12-01
err5
errOAAI
errAiolli, Fabio; Bonnet-Loosli, Gaelle; Herault, Romain
errShare
errSave
Learning deep kernels in the space of dot product polynomials
errMACHINE LEARNING
IF2.9
err2016-11-07
err14
errOAAI
errDonini, Michele; Aiolli, Fabio
errShare
errSave
Stairstep recognition and counting in a serious Game for increasing users' physical activity
errPERSONAL AND UBIQUITOUS COMPUTING
IF0
err2016-09-22
err14
PREAI
errCiman, Matteo; Donini, Michele; Gaggi, Ombretta; Aiolli, Fabio
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errSave
Special issue: Advances in artificial neural networks, machine learning and computational intelligence Selected papers from the 23rd European Symposium on Artificial Neural Networks (ESANN 2015)
errNEUROCOMPUTING
IF6.5
err2016-06-01
err0
PREAI
errAiolli, Fabio; Bunte, Kerstin; Herault, Romain; Kanevski, Mikhail
errShare
errSave
EasyMKL: a scalable multiple kernel learning algorithm
errNEUROCOMPUTING
IF6.5
err2015-12-01
err142
PREAI
errAiolli, Fabio; Donini, Michele
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
V
Valentina Guarneri
H-index: 67 · Papers: 778
M
Michael Biehl
H-index: 47 · Papers: 434
M
Marco Krengli
H-index: 46 · Papers: 415
D
Davide Anguita
H-index: 40 · Papers: 280
A
Alessandro Sperduti
H-index: 39 · Papers: 334
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