Books by Riccardo Guidotti 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 IIby Irena Koprinska , Paolo Mignone , Riccardo Guido tti , Szymon Jaroszewicz , Holger Fröning , Francesco Gullo , Pedro M. Ferreira , Damian Roqueiro , Gaia Ceddia , Slawomir Nowaczyk , João Gama , Rita Ribeiro , Ricard Gavaldà , Elio Masciari , Zbigniew Ras , Ettore Ritacco , Francesca Naretto , Andreas Theissler , Przemyslaw Biecek , Wouter Verbeke , Gregor Schiele , Franz Pernkopf , Michaela Blott , Ilaria Bordino , Ivan Luciano Danesi , Giovanni Ponti , Lorenzo Severini , Annalisa Appice , Giuseppina Andresini , University Of Lisbon , Guilherme Graça , Lee Cooper , Naghmeh Ghazaleh , Jonas Richiardi , Konstantinos Sechidis , Politecnico Di Milano , Pietro Pinoli , Albert Bifet , Sepideh Pashami 508 Pages , Published 2023 by Springer ISBN-13: 978-3-031-23632-7, ISBN: 3-031-23632-7 "This volume constitutes the papers of several workshops which were held in conjunction with the International Workshops of ECML PKDD 2022 on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECML PKDD 2022, ..."
Personal Analytics and Privacy. An Individual and Collective Perspective (1st Edition) First International Workshop, PAP 2017, Held in Conjunction with ECML PKDD ... Papers (Lecture Notes in Computer Science)by Serge Abiteboul , Riccardo Guido tti , Dino Pedreschi , Anna Monreale Paperback , 184 Pages , Published 2017 by Springer ISBN-13: 978-3-319-71969-6, ISBN: 3-319-71969-6 "This book constitutes the thoroughly refereed post-conference proceedings of the First International Workshop on Personal Analytics and Privacy, PAP 2017, held in Skopje, Macedonia, in September 2017. The 14 papers presented together with 2 invited talks in this volume were carefully reviewed and selected for inclusion in this book and handle topics such as personal analytics, personal data mining and privacy in the context where real ..."
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: 1752by Irena Koprinska , Paolo Mignone , Riccardo Guido tti , Szymon Jaroszewicz , Holger Fröning , Francesco Gullo , Pedro M. Ferreira , Damian Roqueiro , Gaia Ceddia , Slawomir Nowaczyk , João Gama , Rita Ribeiro , Ricard Gavaldà , Elio Masciari , Zbigniew Ras , Ettore Ritacco , Francesca Naretto , Andreas Theissler , Przemyslaw Biecek , Wouter Verbeke , Gregor Schiele , Franz Pernkopf , Michaela Blott , Ilaria Bordino , Ivan Luciano Danesi , Giovanni Ponti , Lorenzo Severini , Annalisa Appice , Giuseppina Andresini , University Of Lisbon , Guilherme Graça , Lee Cooper , Naghmeh Ghazaleh , Jonas Richiardi , Konstantinos Sechidis , Politecnico Di Milano , Pietro Pinoli , Albert Bifet , Sepideh Pashami Paperback , 656 Pages , Published 2023 by Springer-Nature New York Inc ISBN-13: 978-3-031-23617-4, ISBN: 3-031-23617-3 "This volume constitutes the papers of several workshops which were held in conjunction with the International Workshops of ECML PKDD 2022 on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECML PKDD 2022, ..."
ECML PKDD 2018 Workshops (1st Edition) MIDAS 2018 and PAP 2018, Dublin, Ireland, September 10-14, 2018, Proceedings (Lecture Notes in Computer Science)by Carlos Alzate , Anna Monreale , Livio Bioglio , Valerio Bitetta , Ilaria Bordino , Guido Caldarelli , Andrea Ferretti , Riccardo Guido tti , Francesco Gullo , Stefano Pascolutti , Ruggero G. Pensa , Celine Robardet , Tiziano Squartini Paperback , 173 Pages , Published 2019 by Springer ISBN-13: 978-3-030-13462-4, ISBN: 3-030-13462-8 "This book constitutes revised selected papers from two workshops held at the 18th European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2018, in Dublin, Ireland, in September 2018, namely: MIDAS 2018 – Third Workshop on Mining Data for Financial Applications andPAP 2018 – Second International Workshop on Personal Analytics and Privacy. The 12 papers presented in this volume were carefully reviewed and s ..."
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 Iby Irena Koprinska , Paolo Mignone , Riccardo Guido tti , Szymon Jaroszewicz , Holger Fröning , Francesco Gullo , Pedro M. Ferreira , Damian Roqueiro , Gaia Ceddia , Slawomir Nowaczyk , João Gama , Rita Ribeiro , Ricard Gavaldà , Elio Masciari , Zbigniew Ras , Ettore Ritacco , Francesca Naretto , Andreas Theissler , Przemyslaw Biecek , Wouter Verbeke , Gregor Schiele , Franz Pernkopf , Michaela Blott , Ilaria Bordino , Ivan Luciano Danesi , Giovanni Ponti , Lorenzo Severini , Annalisa Appice , Giuseppina Andresini , Ibéria Medeiros , Guilherme Graça , Lee Cooper , Naghmeh Ghazaleh , Jonas Richiardi , Diego Saldana , Konstantinos Sechidis , Arif Canakoglu , Sara Pido , Pietro Pinoli , Albert Bifet , Sepideh Pashami 646 Pages , Published 2023 by Springer Nature ISBN-13: 978-3-031-23618-1, ISBN: 3-031-23618-1 "... Irena Koprinska, Paolo Mignone, Riccardo Guidotti, Szymon Jaroszewicz, Holger Fröning, Francesco Gullo, Pedro M ... Stojanova, D., Ceci, M., Appice, A., Dzeroski, S.: Network regression with predictive clustering trees. Data Mining Knowl ..."
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 IIby Irena Koprinska , Paolo Mignone , Riccardo Guido tti , Szymon Jaroszewicz , Holger Fröning , Francesco Gullo , Pedro M. Ferreira , Damian Roqueiro , Gaia Ceddia , Slawomir Nowaczyk , João Gama , Rita Ribeiro , Ricard Gavaldà , Elio Masciari , Zbigniew Ras , Ettore Ritacco , Francesca Naretto , Andreas Theissler , Przemyslaw Biecek , Wouter Verbeke , Gregor Schiele , Franz Pernkopf , Michaela Blott , Ilaria Bordino , Ivan Luciano Danesi , Giovanni Ponti , Lorenzo Severini , Annalisa Appice , Giuseppina Andresini , Ibéria Medeiros , Guilherme Graça , Lee Cooper , Naghmeh Ghazaleh , Jonas Richiardi , Diego Saldana , Konstantinos Sechidis , Arif Canakoglu , Sara Pido , Pietro Pinoli , Albert Bifet , Sepideh Pashami 499 Pages , Published 2023 by Springer Nature ISBN-13: 978-3-031-23633-4, ISBN: 3-031-23633-5 "This volume constitutes the papers of several workshops which were held in conjunction with the International Workshops of ECML PKDD 2022 on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECML PKDD 2022, ..."
Machine Learning and Principles and Practice of Knowledge Discovery in Databases International Workshops of ECML PKDD 2021, Virtual Event, September 13-17, 2021, Proceedings, Part I.by Michael Kamp , Irena Koprinska , Adrien Bibal , Tassadit Bouadi , Benoît Frénay , Luis Galárraga , José Oramas , Linara Adilova , Yamuna Krishnamurthy , Bo Kang , Christine Largeron , Jefrey Lijffijt , Tiphaine Viard , Pascal Welke , Massimiliano Ruocco , Erlend Aune , Claudio Gallicchio , Gregor Schiele , Franz Pernkopf , Michaela Blott , Holger Fröning , Günther Schindler , Riccardo Guido tti , Anna Monreale , Salvatore Rinzivillo , Przemyslaw Biecek , Eirini Ntoutsi , Mykola Pechenizkiy , Bodo Rosenhahn , Christopher Buckley , Daniela Cialfi , Pablo Lanillos , Maxwell Ramstead , Tim Verbelen , Pedro M. Ferreira , Giuseppina Andresini , Donato Malerba , Ibéria Medeiros , Philippe Fournier-Viger , M. Saqib Nawaz , Sebastian Ventura , Meng Sun , Min Zhou , Valerio Bitetta , Ilaria Bordino , Andrea Ferretti , Francesco Gullo , Giovanni Ponti , Lorenzo Severini , Rita Ribeiro , João Gama , Ricard Gavaldà , Lee Cooper , Naghmeh Ghazaleh , Jonas Richiardi , Damian Roqueiro , Diego Saldana Miranda , Konstantinos Sechidis , Guilherme Graça 895 Pages , Published 2022 by Springer Nature ISBN-13: 978-3-030-93736-2, ISBN: 3-030-93736-4 "... Francesca Naretto Roberto Prevete Antonio Rago Jan Ramon Xavier Renard Mahtab Sarvmaili Dominik Slezak Myra Spiliopoulou Vicenc Torra Grigorios Tsoumakas Marco Virgolin Wendy Hui Wang Guangyi Zhang Leibniz University, Germany University ..."
Machine Learning and Principles and Practice of Knowledge Discovery in Databases International Workshops of ECML PKDD 2021, Virtual Event, September 13-17, 2021, Proceedings, Part II.by Michael Kamp , Irena Koprinska , Adrien Bibal , Tassadit Bouadi , Benoît Frénay , Luis Galárraga , José Oramas , Linara Adilova , Yamuna Krishnamurthy , Bo Kang , Christine Largeron , Jefrey Lijffijt , Tiphaine Viard , Pascal Welke , Massimiliano Ruocco , Erlend Aune , Claudio Gallicchio , Gregor Schiele , Franz Pernkopf , Michaela Blott , Holger Fröning , Günther Schindler , Riccardo Guido tti , Anna Monreale , Salvatore Rinzivillo , Przemyslaw Biecek , Eirini Ntoutsi , Mykola Pechenizkiy , Bodo Rosenhahn , Christopher Buckley , Daniela Cialfi , Pablo Lanillos , Maxwell Ramstead , Tim Verbelen , Pedro M. Ferreira , Giuseppina Andresini , Donato Malerba , Ibéria Medeiros , Philippe Fournier-Viger , M. Saqib Nawaz , Sebastian Ventura , Meng Sun , Min Zhou , Valerio Bitetta , Ilaria Bordino , Andrea Ferretti , Francesco Gullo , Giovanni Ponti , Lorenzo Severini , Rita Ribeiro , João Gama , Ricard Gavaldà , Lee Cooper , Naghmeh Ghazaleh , Jonas Richiardi , Damian Roqueiro , Diego Saldana Miranda , Konstantinos Sechidis , Guilherme Graça 601 Pages , Published 2021 by Springer Nature ISBN-13: 978-3-030-93733-1, ISBN: 3-030-93733-X "Lukas Einhaus, Chao Qian, Christopher Ringhofer, and Gregor Schiele . . . . . . 339 Embedded Face Recognition for Personalized ... Lukas Sommer, Cristian Axenie, and Andreas Koch . . . . . . . . . . . . . . . . . . . . . . . 409 Towards ..."
ECML PKDD 2018 Workshops MIDAS 2018 and PAP 2018, Dublin, Ireland, September 10-14, 2018, Proceedingsby Carlos Alzate , Anna Monreale , Livio Bioglio , Valerio Bitetta , Ilaria Bordino , Guido Caldarelli , Andrea Ferretti , Riccardo Guido tti , Francesco Gullo , Stefano Pascolutti , Ruggero G. Pensa , Celine Robardet , Tiziano Squartini 173 Pages , Published 2019 by Springer ISBN-13: 978-3-030-13463-1, ISBN: 3-030-13463-6 "... Livio Bioglio, Valerio Bitetta, Ilaria Bordino, Guido Caldarelli, Andrea Ferretti,
Riccardo Guidotti, Francesco Gullo, Stefano Pascolutti, Ruggero G. Pensa,
Celine Robardet, Tiziano Squartini. 10. 11. ... 31(1), 288–290 (2017) Martinucci, I.
, et al."
Machine Learning and Principles and Practice of Knowledge Discovery in Databases International Workshops of ECML PKDD 2021, Virtual Event, September . in Computer and Information Science, 1524) [Soft Cover ]by Michael Kamp , Irena Koprinska , Adrien Bibal , Tassadit Bouadi , Benoît Frénay , Luis Galárraga , José Oramas , Linara Adilova , Yamuna Krishnamurthy , Bo Kang , Christine Largeron , Jefrey Lijffijt , Tiphaine Viard , Pascal Welke , Massimiliano Ruocco , Erlend Aune , Claudio Gallicchio , Gregor Schiele , Franz Pernkopf , Michaela Blott , Holger Fröning , Günther Schindler , Riccardo Guido tti , Anna Monreale , Salvatore Rinzivillo , Przemyslaw Biecek , Eirini Ntoutsi , Mykola Pechenizkiy , Bodo Rosenhahn , Christopher Buckley , Daniela Cialfi , Pablo Lanillos , Maxwell Ramstead , Tim Verbelen , Pedro M. Ferreira , Giuseppina Andresini , Donato Malerba , Ibéria Medeiros , Philippe Fournier-Viger , M. Saqib Nawaz , Sebastian Ventura , Meng Sun , Min Zhou , Valerio Bitetta , Ilaria Bordino , Andrea Ferretti , Francesco Gullo , Giovanni Ponti , Lorenzo Severini , Rita Ribeiro , João Gama , Ricard Gavaldà , Lee Cooper , Naghmeh Ghazaleh , Jonas Richiardi , Damian Roqueiro , Diego Saldana Miranda , Konstantinos Sechidis , Guilherme Graça Paperback , 882 Pages , Published 2022 by Springer ISBN-13: 978-3-030-93735-5, ISBN: 3-030-93735-6 "This two-volume set constitutes the refereed proceedings of the workshops which complemented the 21th Joint European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD, held in September 2021."
ECML PKDD 2020 Workshops Workshops of the European Conference on Machine Learning and Knowledge Discovery in Databases (ECML PKDD 2020): SoGood 2020, PDFL 2020, MLCS 2020, NFMCP 2020, DINA 2020, EDML 2020, XKDD 2020 and INRA 2020, Ghent, Belgium, September 14-18, 2020, Proceedings (Paperback)by Irena Koprinska , Eirini Ntoutsi , Michael Kamp , Annalisa Appice , Corrado Loglisci , Luiza Antonie , Albrecht Zimmermann , Riccardo Guido tti , Özlem Özgöbek , Rita P. Ribeiro , Ricard Gavaldà , João Gama , Linara Adilova , Yamuna Krishnamurthy , Pedro M. Ferreira , Donato Malerba , Ibéria Medeiros , Michelangelo Ceci , Giuseppe Manco , Elio Masciari , Zbigniew W. Ras , Peter Christen , Erich Schubert , Arthur Zimek , Anna Monreale , Przemyslaw Biecek , Salvatore Rinzivillo , Benjamin Kille , Andreas Lommatzsch , Jon Atle Gulla Paperback , 614 Pages , Published 2021 by Springer Nature Switzerland Ag, Switzerland ISBN-13: 978-3-030-65964-6, ISBN: 3-030-65964-X "This volume constitutes the refereed proceedings of the workshops which complemented the 20th Joint European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD, held in September 2020."
Machine Learning and Principles and Practice of Knowledge Discovery in Databases International Workshops of ECML PKDD 2021, Virtual Event, September 13-17, 2021, Proceedings, Part II (Paperback)by Michael Kamp , Irena Koprinska , Adrien Bibal , Tassadit Bouadi , Benoît Frénay , Luis Galárraga , José Oramas , Yamuna Krishnamurthy , Bo Kang , Christine Largeron , Jefrey Lijffijt , Tiphaine Viard , Pascal Welke , Massimiliano Ruocco , Erlend Aune , Claudio Gallicchio , Gregor Schiele , Franz Pernkopf , Michaela Blott , Holger Fröning , Günther Schindler , Riccardo Guido tti , Anna Monreale , Salvatore Rinzivillo , Przemyslaw Biecek , Mykola Pechenizkiy , Bodo Rosenhahn , Christopher Buckley , Daniela Cialfi , Pablo Lanillos , Maxwell Ramstead , Tim Verbelen , Pedro M. Ferreira , Giuseppina Andresini , Donato Malerba , Ibéria Medeiros , Philippe Fournier-Viger , M. Saqib Nawaz , Sebastian Ventura , Meng Sun , Min Zhou , Valerio Bitetta , Ilaria Bordino , Andrea Ferretti , Francesco Gullo , Giovanni Ponti , Lorenzo Severini , Rita Ribeiro , João Gama , Ricard Gavaldà , Lee Cooper , Naghmeh Ghazaleh , Jonas Richiardi , Damian Roqueiro , Diego Saldana Miranda , Konstantinos Sechidis , Guilherme Graça , Linara Adilova , Eirini Ntoutsi , Ruhr University Bochum , Freie Universität Berlin Paperback , 584 Pages , Published 2022 by Springer ISBN-13: 978-3-030-93732-4, ISBN: 3-030-93732-1 "This two-volume set constitutes the refereed proceedings of the workshops which complemented the 21th Joint European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD, held in September 2021."
ECML PKDD 2020 Workshops Workshops of the European Conference on Machine Learning and Knowledge Discovery in Databases (ECML PKDD 2020): SoGood 2020, PDFL 2020, MLCS 2020, NFMCP 2020, DINA 2020, EDML 2020, XKDD 2020 and INRA 2020, Ghent, Belgium, September 14–18, 2020, Proceedingsby Irena Koprinska , Michael Kamp , Annalisa Appice , Corrado Loglisci , Luiza Antonie , Albrecht Zimmermann , Riccardo Guido tti , Özlem Özgöbek , Rita P. Ribeiro , Ricard Gavaldà , João Gama , Linara Adilova , Yamuna Krishnamurthy , Pedro M. Ferreira , Donato Malerba , Ibéria Medeiros , Michelangelo Ceci , Giuseppe Manco , Elio Masciari , Zbigniew W. Ras , Peter Christen , Eirini Ntoutsi , Erich Schubert , Arthur Zimek , Anna Monreale , Przemyslaw Biecek , Salvatore Rinzivillo , Benjamin Kille , Andreas Lommatzsch , Jon Atle Gulla 614 Pages , Published 2021 by Springer Nature ISBN-13: 978-3-030-65965-3, ISBN: 3-030-65965-8 "... M. Ferreira, Donato Malerba, Ibéria Medeiros, Michelangelo Ceci, Giuseppe Manco, Elio Masciari, Zbigniew W. Ras ... Pontieri, L.: A multi-view learning approach to the discovery of deviant process instances. In: Debruyne, C., et al. (eds ..."
Machine Learning and Principles and Practice of Knowledge Discovery in Databases International Workshops of ECML PKDD 2021, Virtual Event, September 13-17, 2021, Proceedings, Part IIby Michael Kamp , Irena Koprinska , Adrien Bibal , Tassadit Bouadi , Benoît Frénay , Luis Galárraga , José Oramas , Linara Adilova , Yamuna Krishnamurthy , Bo Kang , Christine Largeron , Jefrey Lijffijt , Tiphaine Viard , Pascal Welke , Massimiliano Ruocco , Erlend Aune , Claudio Gallicchio , Gregor Schiele , Franz Pernkopf , Michaela Blott , Holger Fröning , Günther Schindler , Riccardo Guido tti , Anna Monreale , Salvatore Rinzivillo , Przemyslaw Biecek , Eirini Ntoutsi , Mykola Pechenizkiy , Bodo Rosenhahn , Christopher Buckley , Daniela Cialfi , Pablo Lanillos , Maxwell Ramstead , Tim Verbelen , Pedro M. Ferreira , Giuseppina Andresini , Donato Malerba , Ibéria Medeiros , Philippe Fournier-Viger , M. Saqib Nawaz , Sebastian Ventura , Meng Sun , Min Zhou , Valerio Bitetta , Ilaria Bordino , Andrea Ferretti , Francesco Gullo , Giovanni Ponti , Lorenzo Severini , Rita Ribeiro , João Gama , Ricard Gavaldà , Lee Cooper , Naghmeh Ghazaleh , Jonas Richiardi , Damian Roqueiro , Diego Saldana Miranda , Konstantinos Sechidis , Guilherme Graça Published 2021 ISBN-13: 978-3-030-93734-8, ISBN: 3-030-93734-8 "This two-volume set constitutes the refereed proceedings of the workshops which complemented the 21th Joint European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD, held in September 2021."
Personal Analytics and Privacy. An Individual and Collective Perspective First International Workshop, PAP 2017, Held in Conjunction with ECML PKDD 2017, Skopje, Macedonia, September 18, 2017, Revised Selected Papersby Riccardo Guido tti , Anna Monreale , Dino Pedreschi , Serge Abiteboul 159 Pages , Published 2017 by Springer ISBN-13: 978-3-319-71970-2, ISBN: 3-319-71970-X "According to the Davis-Kahan theorem, some of the first T perturbed eigenvectors
of L are very close to the linear space generated by the to eigenvalue 0 of matrix
vectors Lt, while vt01Gt 1Gt . Here is the vt0 NT is which has entries 1 at the ..."
Formal Methods. FM 2019 International Workshops Porto, Portugal, October 7–11, 2019, Revised Selected Papers, Part Iby Emil Sekerinski , Nelma Moreira , José N. Oliveira , Daniel Ratiu , Riccardo Guido tti , Marie Farrell , Matt Luckcuck , Diego Marmsoler , José Campos , Troy Astarte , Laure Gonnord , Antonio Cerone , Luis Couto , Brijesh Dongol , Martin Kutrib , Pedro Monteiro , David Delmas 523 Pages , Published 2020 by Springer Nature ISBN-13: 978-3-030-54994-7, ISBN: 3-030-54994-1 "... Part I Emil Sekerinski, Nelma Moreira, José N. Oliveira, Daniel Ratiu, Riccardo
Guidotti, Marie Farrell, Matt Luckcuck, ... Sergei I-114 Grigore, Radu II-507
Groves, Lindsay II-342 Guidotti, Riccardo I-146 Campos, José Creissac I-486
Canny, ..."
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