Matokeo ya Utafutaji
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Machine Learning for Data Streams: With Practical Examples in MOA (Adaptive Computation and Machine Learning Series)
A hands-on approach to tasks and techniques in data stream mining and real-time analytics, with examples in MOA, a popular freely available open-source software framework. Today many information sources—including sensor networks, financial markets, social networks, and healthcare monitoring—are so-c... More
Language: ENGHakimiliki: 2017 -
ECML PKDD 2018 Workshops: DMLE 2018 and IoTStream 2018, Dublin, Ireland, September 10-14, 2018, Revised Selected Papers (Communications in Computer and Information Science #967)
by Moamar Sayed-Mouchaweh • João Gama • Anna Monreale • Carlos Alzate • Albert Bifet • Michael Kamp • Yamuna Krishnamurthy • Daniel Paurat • Rita P. RibeiroThis book constitutes revised selected papers from the workshops DMLE and IoTStream, held at the 18thEuropean Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2018, in Dublin, Ireland, in September 2018. The 8 full papers presented in this volume were carefully reviewed... More
Language: ENGHakimiliki: 2019 -
IoT Streams for Data-Driven Predictive Maintenance and IoT, Edge, and Mobile for Embedded Machine Learning: Second International Workshop, IoT Streams 2020, and First International Workshop, ITEM 2020, Co-located with ECML/PKDD 2020, Ghent, Belgium, September 14-18, 2020, Revised Selected Papers (Communications in Computer and Information Science #1325)
by Albert Bifet • Joao Gama • Sepideh Pashami • Moamar Sayed-Mouchawe • Holger Fröning • Franz Pernkopf • Gregor Schiele • Michaela BlottThis book constitutes selected papers from the Second International Workshop on IoT Streams for Data-Driven Predictive Maintenance, IoT Streams 2020, and First International Workshop on IoT, Edge, and Mobile for Embedded Machine Learning, ITEM 2020, co-located with ECML/PKDD 2020 and held in Septemb... More
Language: ENGHakimiliki: 2020 -
ECML PKDD 2018 Workshops: Midas 2018 And Pap 2018, Dublin, Ireland, September 10-14, 2018, Proceedings (Lecture Notes in Computer Science #11054)
by Michael Madden • Anna Monreale • Carlos Alzate • Haytham Assem • Albert Bifet • Teodora Sandra Buda • Bora Caglayan • Brett Drury • Eva García-Martín • Ricard Gavaldà • Stefan Kramer • Niklas Lavesson • Ian Molloy • Maria-Irina Nicolae • Mathieu SinnThis book constitutes revised selected papers from the workshops Nemesis, UrbReas, SoGood, IWAISe, and Green Data Mining, held at the 18th European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2018, in Dublin, Ireland, in September 2018. <P><P> The 20 papers pres... More
Language: ENGHakimiliki: 2019 -
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 (Communications In Computer And Information Science Series #1524)
by Lee Cooper • Wouter Verbeke • Rita Ribeiro • Annalisa Appice • Elio Masciari • João Gama • Riccardo Guidotti • Pedro M. Ferreira • Albert Bifet • Ricard Gavaldà • Ilaria Bordino • Francesco Gullo • Zbigniew Ras • Slawomir Nowaczyk • Giovanni Ponti • Sepideh Pashami • Holger Fröning • Franz Pernkopf • Gregor Schiele • Michaela Blott • Lorenzo Severini • Przemyslaw Biecek • Irena Koprinska • Ibéria Medeiros • Giuseppina Andresini • Naghmeh Ghazaleh • Jonas Richiardi • Damian Roqueiro • Konstantinos Sechidis • Guilherme Graça • Ettore Ritacco • Paolo Mignone • Szymon Jaroszewicz • Gaia Ceddia • Francesca Naretto • Andreas Theissler • Ivan Luciano Danesi • Diego Saldana • Arif Canakoglu • Sara Pido • Pietro Pinoli<p>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. Due to the COVID-19 pandemic the conference and workshops were held online.<... More
Language: ENGHakimiliki: 2023 -
Machine Learning and Principles and Practice of Knowledge Discovery in Databases: International Workshops of ECML PKDD 2022, Grenoble, France, September 19-23, 2022, Proceedings (Communications In Computer And Information Science Series #1753)
by Lee Cooper • Wouter Verbeke • Rita Ribeiro • Annalisa Appice • Elio Masciari • João Gama • Riccardo Guidotti • Pedro M. Ferreira • Albert Bifet • Ricard Gavaldà • Ilaria Bordino • Francesco Gullo • Zbigniew Ras • Slawomir Nowaczyk • Giovanni Ponti • Sepideh Pashami • Holger Fröning • Franz Pernkopf • Gregor Schiele • Michaela Blott • Lorenzo Severini • Przemyslaw Biecek • Irena Koprinska • Ibéria Medeiros • Giuseppina Andresini • Naghmeh Ghazaleh • Jonas Richiardi • Damian Roqueiro • Konstantinos Sechidis • Guilherme Graça • Ettore Ritacco • Paolo Mignone • Szymon Jaroszewicz • Gaia Ceddia • Francesca Naretto • Andreas Theissler • Ivan Luciano Danesi • Diego Saldana • Arif Canakoglu • Sara Pido • Pietro PinoliThis 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, held in Grenoble, France, during September 19–23, 2022.... More
Language: ENGHakimiliki: 2023