New Frontiers in Mining Complex Patterns by Annalisa Appice, Corrado Loglisci, Giuseppe Manco, Elio Masciari & Zbigniew W. Ras

New Frontiers in Mining Complex Patterns

By

Description

This book features a collection of revised and significantly extended versions of the papers accepted for presentation at the 6th International Workshop on New Frontiers in Mining Complex Patterns, NFMCP 2017, held in conjunction with ECML-PKDD 2017 in Skopje, Macedonia, in September 2017. The book is composed of five parts: feature selection and induction; classification prediction; clustering; pattern discovery; applications.
The workshop was aimed at discussing and introducing new algorithmic foundations and representation formalisms in complex pattern discovery. Finally, it encouraged the integration of recent results from existing fields, such as Statistics, Machine Learning and Big Data Analytics.

More Annalisa Appice, Corrado Loglisci, Giuseppe Manco, Elio Masciari & Zbigniew W. Ras Books

  • Data Mining Techniques in Sensor Networks

    Data Mining Techniques in Sensor Networks

    Annalisa Appice, Anna Ciampi, Fabio Fumarola & Donato Malerba

    Computers & Internet

  • New Frontiers in Mining Complex Patterns

    New Frontiers in Mining Complex Patterns

    Annalisa Appice, Michelangelo Ceci, Corrado Loglisci, Elio Masciari & Zbigniew W. Ras

    Computers & Internet

  • Foundations of Intelligent Systems

    Foundations of Intelligent Systems

    Annalisa Appice, Hanane Azzag, Mohand-Saïd Hacid, Allel Hadjali & Zbigniew Ras

    Computers & Internet

  • Machine Learning and Principles and Practice of Knowledge Discovery in Databases

    Machine Learning and Principles and Practice of Knowledge Discovery in Databases

    Irena Koprinska, Paolo Mignone, Riccardo Guidotti, 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 Saldaña, Konstantinos Sechidis, Arif Canakoglu, Sara Pido, Pietro Pinoli, Albert Bifet & Sepideh Pashami

    Computers & Internet

  • ECML PKDD 2020 Workshops

    ECML PKDD 2020 Workshops

    Irena Koprinska, Michael Kamp, Annalisa Appice, Corrado Loglisci, Luiza Antonie, Albrecht Zimmermann, Riccardo Guidotti, 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

    Computers & Internet

  • Foundations of Intelligent Systems

    Foundations of Intelligent Systems

    Marzena Kryszkiewicz, Annalisa Appice, Dominik Slezak, Henryk Rybinski, Andrzej Skowron & Zbigniew W. Ras

    Computers & Internet

  • New Frontiers in Mining Complex Patterns

    New Frontiers in Mining Complex Patterns

    Annalisa Appice, Michelangelo Ceci, Corrado Loglisci, Giuseppe Manco, Elio Masciari & Zbigniew W. Ras

    Computers & Internet

  • Machine Learning and Principles and Practice of Knowledge Discovery in Databases

    Machine Learning and Principles and Practice of Knowledge Discovery in Databases

    Irena Koprinska, Paolo Mignone, Riccardo Guidotti, 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 Saldaña, Konstantinos Sechidis, Arif Canakoglu, Sara Pido, Pietro Pinoli, Albert Bifet & Sepideh Pashami

    Computers & Internet

  • New Frontiers in Mining Complex Patterns

    New Frontiers in Mining Complex Patterns

    Annalisa Appice, Corrado Loglisci, Giuseppe Manco, Elio Masciari & Zbigniew W. Ras

    Computers & Internet

  • New Frontiers in Mining Complex Patterns

    New Frontiers in Mining Complex Patterns

    Annalisa Appice, Michelangelo Ceci, Corrado Loglisci, Giuseppe Manco, Elio Masciari & Zbigniew W. Ras

    Computers & Internet

  • Discovery Science

    Discovery Science

    Annalisa Appice, Grigorios Tsoumakas, Yannis Manolopoulos & Stan Matwin

    Computers & Internet

  • Complex Pattern Mining

    Complex Pattern Mining

    Annalisa Appice, Michelangelo Ceci, Corrado Loglisci, Giuseppe Manco, Elio Masciari & Zbigniew W. Ras

    Computers & Internet