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-called data streams, arriving sequentially and at high speed. Analysis must take place in real time, with partial data and without the capacity to store the entire data se...

This multi-volume set, LNAI 14941 to LNAI 14950, constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2024, held in Vilnius, Lithuania, in September 2024.The papers presented in these proceedings are from the following three conference tracks: -Research Track: The 202 full papers presented here, from this track, were carefully reviewed and selected from 826 submissions. These pap...

This book constitutes the proceedings of the 26th International Conference on Discovery Science, DS 2023, which took place in Porto, Portugal, in October 2023. The 37 full papers and 10 short papers presented in this volume were carefully reviewed and selected from 133 submissions. They were organized in topical sections as follows: Machine learning methods and applications; natural language processing and social media analysis; interpretability and explainability in AI; data analysis and ...

This multi-volume set, LNAI 14941 to LNAI 14950, constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2024, held in Vilnius, Lithuania, in September 2024.The papers presented in these proceedings are from the following three conference tracks: -Research Track: The 202 full papers presented here, from this track, were carefully reviewed and selected from 826 submissions. These pap...

This multi-volume set, LNAI 14941 to LNAI 14950, constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2024, held in Vilnius, Lithuania, in September 2024.The papers presented in these proceedings are from the following three conference tracks: -Research Track: The 202 full papers presented here, from this track, were carefully reviewed and selected from 826 submissions. These pap...

This multi-volume set, LNAI 14941 to LNAI 14950, constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2024, held in Vilnius, Lithuania, in September 2024.The papers presented in these proceedings are from the following three conference tracks: -Research Track: The 202 full papers presented here, from this track, were carefully reviewed and selected from 826 submissions. These pap...

This multi-volume set, LNAI 14941 to LNAI 14950, constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2024, held in Vilnius, Lithuania, in September 2024.The papers presented in these proceedings are from the following three conference tracks: -Research Track: The 202 full papers presented here, from this track, were carefully reviewed and selected from 826 submissions. These pap...

This multi-volume set, LNAI 14941 to LNAI 14950, constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2024, held in Vilnius, Lithuania, in September 2024.The papers presented in these proceedings are from the following three conference tracks: -Research Track: The 202 full papers presented here, from this track, were carefully reviewed and selected from 826 submissions. These pap...

This multi-volume set, LNAI 14941 to LNAI 14950, constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2024, held in Vilnius, Lithuania, in September 2024.The papers presented in these proceedings are from the following three conference tracks: -Research Track: The 202 full papers presented here, from this track, were carefully reviewed and selected from 826 submissions. These pap...

This multi-volume set, LNAI 14941 to LNAI 14950, constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2024, held in Vilnius, Lithuania, in September 2024.The papers presented in these proceedings are from the following three conference tracks: -Research Track: The 202 full papers presented here, from this track, were carefully reviewed and selected from 826 submissions. These pap...

This multi-volume set, LNAI 14941 to LNAI 14950, constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2024, held in Vilnius, Lithuania, in September 2024.The papers presented in these proceedings are from the following three conference tracks: -Research Track: The 202 full papers presented here, from this track, were carefully reviewed and selected from 826 submissions. These pap...

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, held in Grenoble, France, during September 19–23, 2022.The 73 revised full papers and 6 short papers presented in this book were carefully reviewed and selected from 143 submissions. ECML PKDD 2022 presents the following five workshops: