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Mignone, Paolo [Author]; Pio, Gianvito [Author]; Ceci, Michelangelo [Author]

Distributed Heterogeneous Transfer Learning

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2022

Published in: Italian Symposium on Advanced Database Systems (30. : 2022 : Tirrenia): SEBD 2022: Italian Symposium on Advanced Database Systems ; (2022), Seite 351-358
Koprinska, Irena [Editor]; Mignone, Paolo [Editor]; Guidotti, Riccardo [Editor]; Jaroszewicz, Szymon [Editor]; Fröning, Holger [Editor]; Gullo, Francesco [Editor]; Ferreira, Pedro M. [Editor]; Roqueiro, Damian [Editor]; Ceddia, Gaia [Editor]; Nowaczyk, Slawomir [Editor]; Gama, João [Editor]; Ribeiro, Rita [Editor]; Gavaldà, Ricard [Editor]; Masciari, Elio [Editor]; Ras, Zbigniew [Editor]; Ritacco, Ettore [Editor]; Naretto, Francesca [Editor]; Theissler, Andreas [Editor]; Biecek, Przemyslaw [Editor]; Verbeke, Wouter [Editor]; Schiele, Gregor [Editor]; Pernkopf, Franz [Editor]; Blott, Michaela [Editor]; Bordino, Ilaria [Editor]; [...]

Machine Learning and Principles and Practice of Knowledge Discovery in Databases : International Workshops of ECML PKDD 2022, Grenoble, France, September 19–23, 2022, Proceedings, Part I - [1st ed. 2023.]

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Cham: Springer Nature Switzerland, 2023. ; Cham: Imprint: Springer, 2023.

Published in: Communications in Computer and Information Science ; 1752
Koprinska, Irena [Editor]; Mignone, Paolo [Editor]; Guidotti, Riccardo [Editor]; Jaroszewicz, Szymon [Editor]; Fröning, Holger [Editor]; Gullo, Francesco [Editor]; Ferreira, Pedro M. [Editor]; Roqueiro, Damian [Editor]; Ceddia, Gaia [Editor]; Nowaczyk, Slawomir [Editor]; Gama, João [Editor]; Ribeiro, Rita [Editor]; Gavaldà, Ricard [Editor]; Masciari, Elio [Editor]; Ras, Zbigniew [Editor]; Ritacco, Ettore [Editor]; Naretto, Francesca [Editor]; Theissler, Andreas [Editor]; Biecek, Przemyslaw [Editor]; Verbeke, Wouter [Editor]; Schiele, Gregor [Editor]; Pernkopf, Franz [Editor]; Blott, Michaela [Editor]; Bordino, Ilaria [Editor]; [...]

Machine Learning and Principles and Practice of Knowledge Discovery in Databases : International Workshops of ECML PKDD 2022, Grenoble, France, September 19–23, 2022, Proceedings, Part II - [1st ed. 2023.]

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Cham: Springer Nature Switzerland, 2023. ; Cham: Imprint: Springer, 2023.

Published in: Communications in Computer and Information Science ; 1753
Mignone, Paolo; Pio, Gianvito

Lecture Notes in Computer Science: Positive Unlabeled Link Prediction via Transfer Learning for Gene Network Reconstruction

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Springer International Publishing, 2018

Published in: Lecture Notes in Computer Science (2018), Seite 13-23
Mignone, Paolo; Corizzo, Roberto; Ceci, Michelangelo

Distributed and explainable GHSOM for anomaly detection in sensor networks

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Springer Science and Business Media LLC, 2024

Published in: Machine Learning, 113 (2024) 7, Seite 4445-4486
Corizzo, Roberto; Ceci, Michelangelo; Pio, Gianvito; Mignone, Paolo; Japkowicz, Nathalie

Discovery Science: Spatially-Aware Autoencoders for Detecting Contextual Anomalies in Geo-Distributed Data

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Springer International Publishing, 2021

Published in: Discovery Science (2021), Seite 461-471
Impedovo, Angelo; Mignone, Paolo; Loglisci, Corrado; Ceci, Michelangelo

Discovery Science: Simultaneous Process Drift Detection and Characterization with Pattern-Based Change Detectors

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Springer International Publishing, 2020

Published in: Discovery Science (2020), Seite 451-467
Ceci, Michelangelo; Corizzo, Roberto; Japkowicz, Nathalie; Mignone, Paolo; Pio, Gianvito

ECHAD: Embedding-Based Change Detection From Multivariate Time Series in Smart Grids

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Institute of Electrical and Electronics Engineers (IEEE), 2020

Published in: IEEE Access, 8 (2020), Seite 156053-156066
Mignone, Paolo; Pio, Gianvito; D’Elia, Domenica; Ceci, Michelangelo

Exploiting transfer learning for the reconstruction of the human gene regulatory network

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Oxford University Press (OUP), 2020

Published in: Bioinformatics, 36 (2020) 5, Seite 1553-1561
Mignone, Paolo; Pio, Gianvito; Džeroski, Sašo; Ceci, Michelangelo

Multi-task learning for the simultaneous reconstruction of the human and mouse gene regulatory networks

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Springer Science and Business Media LLC, 2020

Published in: Scientific Reports, 10 (2020) 1
Zaffaroni, Enrico; Rubaudo, Lara; Lanfranchi, Paolo; Mignone, Walter

Epidemiological patterns of canine leishmaniosis in Western Liguria (Italy)

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Elsevier BV, 1999

Published in: Veterinary Parasitology, 81 (1999) 1, Seite 11-19
Pio, Gianvito; Mignone, Paolo; Magazzù, Giuseppe; Zampieri, Guido; Ceci, Michelangelo; Angione, Claudio

Integrating genome-scale metabolic modelling and transfer learning for human gene regulatory network reconstruction

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Oxford University Press (OUP), 2022

Published in: Bioinformatics, 38 (2022) 2, Seite 487-493
Petrovska, Biserka; Atanasova-Pacemska, Tatjana; Corizzo, Roberto; Mignone, Paolo; Lameski, Petre; Zdravevski, Eftim

Aerial Scene Classification through Fine-Tuning with Adaptive Learning Rates and Label Smoothing

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MDPI AG, 2020

Published in: Applied Sciences, 10 (2020) 17, Seite 5792
Pastorino, Paolo; Pizzul, Elisabetta; Menconi, Vasco; Bertoli, Marco; Mugetti, Davide; Mignone, Walter; Prearo, Marino

Fish stocking and health risk: a neglected threat for aquatic biodiversity?

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Frontiers Media SA, 2019

Published in: Frontiers in Marine Science, 6 (2019)
Calvini, Piero; Rodriguez, Guido; Inguglia, Fabrizio; Mignone, Alessandro; Guerra, Ugo Paolo; Nobili, Flavio

The basal ganglia matching tools package for striatal uptake semi-quantification: description and validation

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Springer Science and Business Media LLC, 2007

Published in: European Journal of Nuclear Medicine and Molecular Imaging, 34 (2007) 8, Seite 1240-1253
Castrignanò, Tiziana; De Meo, Paolo D'Onorio; Grillo, Giorgio; Liuni, Sabino; Mignone, Flavio; Talamo, Ivano Giuseppe; Pesole, Graziano

GenoMiner: a tool for genome-wide search of coding and non-coding conserved sequence tags

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Oxford University Press (OUP), 2006

Published in: Bioinformatics, 22 (2006) 4, Seite 497-499
Gazzonis, Alessia Libera; Marino, Anna Maria Fausta; Garippa, Giovanni; Rossi, Luca; Mignone, Walter; Dini, Valter; Giunta, Renato Paolo; Luini, Mario; Villa, Luca; Zanzani, Sergio Aurelio; Manfredi, Maria Teresa

Toxoplasma gondii seroprevalence in beef cattle raised in Italy: a multicenter study

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Springer Science and Business Media LLC, 2020

Published in: Parasitology Research, 119 (2020) 11, Seite 3893-3898
Soverini, Simona; Bavaro, Luana; De Benedittis, Caterina; Martelli, Margherita; Iurlo, Alessandra; Orofino, Nicola; Sica, Simona; Sorà, Federica; Lunghi, Francesca; Ciceri, Fabio; Galimberti, Sara; Baratè, Claudia; Bonifacio, Massimiliano; Scaffidi, Luigi; Castagnetti, Fausto; Gugliotta, Gabriele; Albano, Francesco; Russo Rossi, Antonella Vita; Stagno, Fabio; di Raimondo, Francesco; D’Adda, Mariella; di Bona, Eros; Abruzzese, Elisabetta; Binotto, Gianni; [...]

Prospective assessment of NGS-detectable mutations in CML patients with nonoptimal response: the NEXT-in-CML study

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American Society of Hematology, 2020

Published in: Blood, 135 (2020) 8, Seite 534-541
Gentile, Sandro; Guarino, Giuseppina; Della Corte, Teresa; Marino, Giampiero; Satta, Ersilia; Pasquarella, Maria; Romano, Carmine; Alfrone, Carmelo; Giordano, Laura; Loiacono, Fabrizio; Capece, Maurizio; Lamberti, Rossella; Strollo, Felice; De-Riu, Stefano; De-Rosa, Nicoletta; Grassi, Giorgio; Garrapa, Gabriella; Tonutti, Laura; Speese, Katija; Cucco, Lia; Branca, MariaTeresa; Botta, Amodio; La Rocca, Carolina; Grussu, Marcello; [...]

Correction to: The Economic Burden of Insulin Injection-Induced Lipohypertrophy. Role of Education: The ISTERP-3 Study

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Springer Science and Business Media LLC, 2022

Published in: Advances in Therapy, 39 (2022) 6, Seite 3058-3058
Gentile, Sandro; Guarino, Giuseppina; Della Corte, Teresa; Marino, Giampiero; Satta, Ersilia; Pasquarella, Maria; Romano, Carmine; Alfrone, Carmelo; Giordano, Laura; Loiacono, Fabrizio; Capece, Maurizio; Lamberti, Rossella; Strollo, Felice; De-Riu, Stefano; De-Rosa, Nicoletta; Grassi, Giorgio; Garrapa, Gabriella; Tonutti, Laura; Speese, Katija; Cucco, Lia; Branca, MariaTeresa; Botta, Amodio; La Rocca, Carolina; Grussu, Marcello; [...]

The Economic Burden of Insulin Injection-Induced Lipohypertophy. Role of Education: The ISTERP-3 Study

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Springer Science and Business Media LLC, 2022

Published in: Advances in Therapy, 39 (2022) 5, Seite 2192-2207

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