Sebastian Ventura – författare
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19 produkter
Handbook of Educational Data Mining
Av Ryan S.J.d. Baker, Mykola Pechenizkiy m. fl.
E-bok, 2010
2892 kr
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This handbook provides a thorough overview of the current state of knowledge in this area. The first part of the book includes nine surveys and tutorials on the principal data mining techniques that have been applied in education. The second part presents a set of 25 case studies that give a rich …
Handbook of Educational Data Mining
Av Cristobal Romero, Sebastian Ventura m. fl.
Inbunden, 2010
2682 kr
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Handbook of Educational Data Mining (EDM) provides a thorough overview of the current state of knowledge in this area. The first part of the book includes nine surveys and tutorials on the principal data mining techniques that have been applied in education. The second part presents a set of 25 …
Handbook of Educational Data Mining
Av Ryan S.J.d. Baker, Mykola Pechenizkiy m. fl.
E-bok, 2010
2914 kr
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This handbook provides a thorough overview of the current state of knowledge in this area. The first part of the book includes nine surveys and tutorials on the principal data mining techniques that have been applied in education. The second part presents a set of 25 case studies that give a rich …
Data Quality Matters
Best Practices for Integrity and Assurance
Av Antonio R. Moya Martín-Castaño, José M. Luna m. fl.
Inbunden, 2026
2350 kr
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Supervised Descriptive Pattern Mining
Av Sebastián Ventura, José María Luna
Häftad, 2019
1243 kr
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This book provides a general and comprehensible overview of supervised descriptive pattern mining, considering classic algorithms and those based on heuristics. It provides some formal definitions and a general idea about patterns, pattern mining, the usefulness of patterns in the knowledge …
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
Av Michael Kamp, Irena Koprinska m. fl.
Häftad, 2022
1018 kr
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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. …
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
Av Michael Kamp, Irena Koprinska m. fl.
Häftad, 2022
1597 kr
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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. …
Smart Applications and Data Analysis
4th International Conference, SADASC 2022, Marrakesh, Morocco, September 22–24, 2022, Proceedings
Av Mohamed Hamlich, Ladjel Bellatreche m. fl.
Häftad, 2023
1018 kr
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This book constitutes the refereed proceedings of the 4th International Conference onSmart Applications and Data Analysis, SADASC 2022, held in Marrakesh, Morocco,during September 22–24, 2022.The 24 full papers and 11 short papers included in this book were carefully reviewed andselected from 64 …
Smart Applications and Data Analysis
4th International Conference, SADASC 2022, Marrakesh, Morocco, September 22–24, 2022, Proceedings
Av Sebastian Ventura, Ali Siadat m. fl.
E-bok, 2023
1335 kr
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This book constitutes the refereed proceedings of the 4th International Conference on Smart Applications and Data Analysis, SADASC 2022, held in Marrakesh, Morocco, during September 22–24, 2022. The 24 full papers and 11 short papers included in this book were carefully reviewed and selected from …
Smart Applications and Data Analysis
6th International Conference, SADASC 2026, Marrakech, Morocco, January 29–31, 2026, Proceedings
Av Mohamed HAMLICH, Sebastián Ventura m. fl.
Häftad, 2027
1132 kr
Kommande
This volume constitutes the proceedings of the 6th International Conference on Smart Applications and Data Analysis, SADASC 2026, held in Marrakech, Morocco, in January 29-31 2026.The 33 full papers and 14 short papers presented together with 4 Keynotes were carefully reviewed and selected from 105 …
Pattern Mining with Evolutionary Algorithms
Av Sebastián Ventura, José María Luna
Inbunden, 2016
1128 kr
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This book provides a comprehensive overview of the field of pattern mining with evolutionary algorithms. To do so, it covers formal definitions about patterns, patterns mining, type of patterns and the usefulness of patterns in the knowledge discovery process. As it is described within the book, …
Pattern Mining with Evolutionary Algorithms
Av Jose Maria Luna, Sebastian Ventura
E-bok, 2016
1502 kr
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This book provides a comprehensive overview of the field of pattern mining with evolutionary algorithms. To do so, it covers formal definitions about patterns, patterns mining, type of patterns and the usefulness of patterns in the knowledge discovery process. As it is described within the book, …
Multiple Instance Learning
Foundations and Algorithms
Av Francisco Herrera, Sebastián Ventura m. fl.
Inbunden, 2016
1128 kr
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This book provides a general overview of multiple instance learning (MIL), defining the framework and covering the central paradigms. The authors discuss the most important algorithms for MIL such as classification, regression and clustering. With a focus on classification, a taxonomy is set and …
Multiple Instance Learning
Foundations and Algorithms
Av Sarah Vluymans, Danel Sanchez-Tarrago m. fl.
E-bok, 2016
1470 kr
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This book provides a general overview of multiple instance learning (MIL), defining the framework and covering the central paradigms. The authors discuss the most important algorithms for MIL such as classification, regression and clustering. With a focus on classification, a taxonomy is set and …
Pattern Mining with Evolutionary Algorithms
Av Sebastián Ventura, José María Luna
Häftad, 2018
1128 kr
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This book provides a comprehensive overview of the field of pattern mining with evolutionary algorithms. To do so, it covers formal definitions about patterns, patterns mining, type of patterns and the usefulness of patterns in the knowledge discovery process. As it is described within the book, …
Multiple Instance Learning
Foundations and Algorithms
Av Francisco Herrera, Sebastián Ventura m. fl.
Häftad, 2018
1128 kr
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This book provides a general overview of multiple instance learning (MIL), defining the framework and covering the central paradigms. The authors discuss the most important algorithms for MIL such as classification, regression and clustering. With a focus on classification, a taxonomy is set and …
Supervised Descriptive Pattern Mining
Av Sebastián Ventura, José María Luna
Inbunden, 2018
1128 kr
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This book provides a general and comprehensible overview of supervised descriptive pattern mining, considering classic algorithms and those based on heuristics. It provides some formal definitions and a general idea about patterns, pattern mining, the usefulness of patterns in the knowledge …
Supervised Descriptive Pattern Mining
Av Jose Maria Luna, Sebastian Ventura
E-bok, 2018
1470 kr
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This book provides a general and comprehensible overview of supervised descriptive pattern mining, considering classic algorithms and those based on heuristics. It provides some formal definitions and a general idea about patterns, pattern mining, the usefulness of patterns in the knowledge …
