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Publication search results
found 86 matches
- 2024
- Musacchio Nicoletta, Rita Zilich
, Davide Masi
, Fabio Baccetti
, Besmir Nreu, Carlo Bruno Giorda
, Giacomo Guaita
, Lelio Morviducci, Marco Muselli
, Alessandro Ozzello
, Federico Pisani, Paola Ponzani, Antonio Rossi
, Pierluigi Santin, Damiano Verda
, Graziano Di Cianni, Riccardo Candido:
Overcoming Therapeutic Inertia in Type 2 Diabetes: Exploring Machine Learning-Based Scenario Simulation for Improving Short-Term Glycemic Control. Mach. Learn. Knowl. Extr. 6(1): 420-434 (2024) - 2023
- Sara Narteni
, Marco Muselli, Fabrizio Dabbene, Maurizio Mongelli:
Trustworthy artificial intelligence classification-based equivalent bandwidth control. Comput. Commun. 209: 260-272 (2023) - Enrico Ferrari
, Damiano Verda
, Nicolò Pinna
, Marco Muselli
:
Optimizing Water Distribution through Explainable AI and Rule-Based Control. Comput. 12(6): 123 (2023) - Sara Narteni, Alberto Carlevaro, Fabrizio Dabbene, Marco Muselli, Maurizio Mongelli:
CONFIDERAI: CONFormal Interpretable-by-Design score function for Explainable and Reliable Artificial Intelligence. COPA 2023: 485-487 - Giacomo De Bernardi, Sara Narteni
, Enrico Cambiaso
, Marco Muselli, Maurizio Mongelli:
Weighted Mutual Information for Out-Of-Distribution Detection. xAI (3) 2023: 318-331 - Alberto Carlevaro, Sara Narteni
, Fabrizio Dabbene, Marco Muselli, Maurizio Mongelli:
CONFIDERAI: a novel CONFormal Interpretable-by-Design score function for Explainable and Reliable Artificial Intelligence. CoRR abs/2309.01778 (2023) - 2022
- Ali Walid Daher
, Enrico Ferrari
, Marco Muselli, Hussein Chible, Daniele D. Caviglia:
VAMPIRE: vectorized automated ML pre-processing and post-processing framework for edge applications. Computing 104(11): 2453-2487 (2022) - Enrico Ferrari
, Damiano Verda
, Nicolò Pinna, Marco Muselli:
A Novel Rule-Based Modeling and Control Approach for the Optimization of Complex Water Distribution Networks. SYSINT 2022: 33-42 - 2021
- Ali Walid Daher
, Ali Rizik
, Marco Muselli
, Hussein Chible
, Daniele D. Caviglia
:
Porting Rulex Software to the Raspberry Pi for Machine Learning Applications on the Edge. Sensors 21(19): 6526 (2021) - 2020
- Ali Walid Daher, Ali Rizik
, Marco Muselli, Hussein Chible, Daniele D. Caviglia:
Porting Rulex Machine Learning Software to the Raspberry Pi as an Edge Computing Device. ApplePies 2020: 273-279 - Maurizio Mongelli, Marco Muselli, Mario Marchese:
A Unified View to Machine Learning and Control for Measurement-based Equivalent Bandwidth. DRCN 2020: 1-6 - 2019
- Damiano Verda
, Stefano Parodi
, Enrico Ferrari
, Marco Muselli
:
Analyzing gene expression data for pediatric and adult cancer diagnosis using logic learning machine and standard supervised methods. BMC Bioinform. 20-S(9): 390:1-390:13 (2019) - Maurizio Mongelli
, Enrico Ferrari
, Marco Muselli, Alessandro Fermi:
Performance validation of vehicle platooning through intelligible analytics. IET Cyper-Phys. Syst.: Theory & Appl. 4(2): 120-127 (2019) - Maurizio Aiello, Maurizio Mongelli, Marco Muselli, Damiano Verda
:
Unsupervised learning and rule extraction for Domain Name Server tunneling detection. Internet Technol. Lett. 2(2) (2019) - Maurizio Mongelli, Marco Muselli, Enrico Ferrari
:
Achieving Zero Collision Probability in Vehicle Platooning under Cyber Attacks via Machine Learning. ICSRS 2019: 41-45 - Maurizio Mongelli, Marco Muselli, Andrea Scorzoni, Enrico Ferrari
:
Accellerating PRISM Validation of Vehicle Platooning Through Machine Learning. ICSRS 2019: 452-456 - 2018
- Stefano Parodi
, Chiara Manneschi, Damiano Verda
, Enrico Ferrari
, Marco Muselli:
Logic Learning Machine and standard supervised methods for Hodgkin's lymphoma prognosis using gene expression data and clinical variables. Health Informatics J. 24(1): 54-65 (2018) - Alessandro Fermi, Maurizio Mongelli, Marco Muselli, Enrico Ferrari
:
Identification of safety regions in vehicle platooning via machine learning. WFCS 2018: 1-4 - 2015
- Stefano Parodi
, Rosa Filiberti, Paola Marroni, Roberta Libener
, Giovanni Ivaldi, Michele Mussap
, Enrico Ferrari
, Chiara Manneschi
, Erika Montani, Marco Muselli:
Differential diagnosis of pleural mesothelioma using Logic Learning Machine. BMC Bioinform. 16(S-9): S3 (2015) - Cyril Voyant
, Wani W. Tamas, Marie-Laure Nivet, Gilles Notton, Christophe Paoli
, Aurélia Balu, Marc Muselli:
Meteorological time series forecasting with pruned multi-layer perceptron and two-stage Levenberg-Marquardt method. Int. J. Model. Identif. Control. 23(3): 287-294 (2015) - Cyril Voyant
, Marie-Laure Nivet, Christophe Paoli
, Marc Muselli, Gilles Notton:
Heterogeneous transfer functions multi-layer perceptron (MLP) for meteorological time series forecasting. Int. J. Model. Simul. Sci. Comput. 6(2): 1550013:1-1550013:7 (2015) - 2014
- Davide Cangelosi
, Marco Muselli, Stefano Parodi
, Fabiola Blengio, Pamela Becherini, Rogier Versteeg
, Massimo Conte
, Luigi Varesio:
Use of Attribute Driven Incremental Discretization and Logic Learning Machine to build a prognostic classifier for neuroblastoma patients. BMC Bioinform. 15(S-5): S4 (2014) - Cédric Join, Cyril Voyant
, Michel Fliess, Marc Muselli, Marie-Laure Nivet, Christophe Paoli, Frédéric Chaxel:
Short-term solar irradiance and irradiation forecasts via different time series techniques: A preliminary study. CoRR abs/1409.7476 (2014) - Cyril Voyant
, Pierrick Haurant, Marc Muselli, Christophe Paoli, Marie-Laure Nivet:
Time series modeling and large scale global solar radiation forecasting from geostationary satellites data. CoRR abs/1401.4644 (2014) - Cyril Voyant
, Marie-Laure Nivet, Christophe Paoli, Marc Muselli, Gilles Notton
:
Meteorological time series forecasting based on MLP modelling using heterogeneous transfer functions. CoRR abs/1404.7255 (2014) - Cyril Voyant
, Gilles Notton
, Christophe Paoli, Marie-Laure Nivet, Marc Muselli, Kahina Dahmani:
Numerical weather prediction or stochastic modeling: an objective criterion of choice for the global radiation forecasting. CoRR abs/1401.6002 (2014) - Cyril Voyant
, Wani W. Tamas, Marie-Laure Nivet, Gilles Notton
, Christophe Paoli, Aurélia Balu, Marc Muselli:
Meteorological time series forecasting with pruned multi-layer perceptron and 2-stage Levenberg-Marquardt method. CoRR abs/1407.2169 (2014) - 2013
- Davide Cangelosi
, Fabiola Blengio, Rogier Versteeg
, Angelika Eggert
, Alberto Garaventa
, Claudio Gambini, Massimo Conte
, Alessandra Eva
, Marco Muselli, Luigi Varesio:
Logic Learning Machine creates explicit and stable rules stratifying neuroblastoma patients. BMC Bioinform. 14(S-7): S12 (2013) - Stefano Parodi
, Vito Pistoia, Marco Muselli:
Combining Not-Proper ROC Curves and Hierarchical Clustering to Detect Differentially Expressed Genes in Microarray Experiments. CIBB 2013: 238-247 - Cyril Voyant
, C. Darras, Marc Muselli, Christophe Paoli, Marie-Laure Nivet, Philippe Poggi:
Bayesian rules and stochastic models for high accuracy prediction of solar radiation. CoRR abs/1309.4999 (2013)
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