Frequent pattern mining – Bücher zum Thema Frequent pattern mining finden und kaufen

Springer International Publishing
192.59 € · Hardcover

Association rules Data classification Data stream pattern mining Data streams Frequent pattern mining Frequent patterns Large itemsets Numerical data Privacy preserving methods Sequential pattern mining Sequential patterns Vertical data representation

This comprehensive reference consists of 18 chapters from prominent researchers in the field. Each chapter is self-contained, and synthesizes one aspect of frequent pattern mining. An emphasis is placed on simplifying the content, so that students and practitioners can benefit from the book. Each ch...

Frequent Pattern Mining

Springer International Publishing
128.39 € · eBook

Association rules Data classification Data stream pattern mining Data streams Frequent pattern mining Frequent patterns Large itemsets Numerical data Privacy preserving methods Sequential pattern mining Sequential patterns Vertical data representation

This comprehensive reference consists of 18 chapters from prominent researchers in the field. Each chapter is self-contained, and synthesizes one aspect of frequent pattern mining. An emphasis is placed on simplifying the content, so that students and practitioners can benefit from the book. Each ch...

Frequent Pattern Mining

Springer International Publishing
139.09 € · Paperback

Association rules Data classification Data stream pattern mining Data streams Frequent pattern mining Frequent patterns Large itemsets Numerical data Privacy preserving methods Sequential pattern mining Sequential patterns Vertical data representation

This comprehensive reference consists of 18 chapters from prominent researchers in the field. Each chapter is self-contained, and synthesizes one aspect of frequent pattern mining. An emphasis is placed on simplifying the content, so that students and practitioners can benefit from the book. Each ch...

Spatiotemporal Frequent Pattern Mining from Evolving Region Trajectories

Berkay Aydin, Rafal. A Angryk
Springer International Publishing
53.49 € · Paperback

frequent pattern mining data mining spatiotemporal trajectory evolving region spatiotemporal data mining spatiotemporal relationship spatiotemporal co-occurrence pattern spatiotemporal event sequence spatiotemporal access methods moving object trajectory modeling co-occurence event sequence

This SpringerBrief provides an overview within data mining of spatiotemporal frequent pattern mining from evolving regions to the perspective of relationship modeling among the spatiotemporal objects, frequent pattern mining algorithms, and data access methodologies for mining algorit...

Spatiotemporal Frequent Pattern Mining from Evolving Region Trajectories

Berkay Aydin, Rafal. A Angryk
Springer International Publishing
53.49 € · eBook

frequent pattern mining data mining spatiotemporal trajectory evolving region spatiotemporal data mining spatiotemporal relationship spatiotemporal co-occurrence pattern spatiotemporal event sequence spatiotemporal access methods moving object trajectory modeling co-occurence event sequence

This SpringerBrief provides an overview within data mining of spatiotemporal frequent pattern mining from evolving regions to the perspective of relationship modeling among the spatiotemporal objects, frequent pattern mining algorithms, and data access methodologies for mining algorit...

Periodic Pattern Mining

Springer Singapore
160.49 € · Hardcover

Data Mining Big Data Analytics Pattern Mining Frequent Patterns Periodic Patterns Time series Transactional databases Algorithms Applications

This book provides an introduction to the field of periodic pattern mining, reviews state-of-the-art techniques, discusses recent advances, and reviews open-source software. Periodic pattern mining is a popular and emerging research area in the field of data mining. It involves discovering all regul...

Hands-on Pattern Mining

Uday Kiran Rage
Springer Singapore
64.19 € · Hardcover

Data Mining Big Data Analytics Pattern Mining Frequent Patterns Periodic Patterns Time series

This book introduces pattern mining by presenting various pattern mining techniques and giving hands-on experience with each technique. Pattern mining is a popular data mining technique with many real-world applications, and involves discovering all user interest-based patterns that may exist in a d...

Supervised Descriptive Pattern Mining

Sebastián Ventura, José María Luna
Springer International Publishing
106.99 € · Hardcover

Pattern Mining Supervised Descriptive Rule Discovery Subgroup Discovery Contrast Sets Emerging Patterns Exceptional Models Association Rule Mining Frequent Pattern Mining Infrequent Pattern Mining Evolutionary Algorithms Pattern mining quality measures Pattern Mining applications

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...

Pattern Mining with Evolutionary Algorithms

Sebastián Ventura, José María Luna
Springer International Publishing
106.99 € · Hardcover

Pattern Mining Association Rule Mining Frequent Pattern Mining Infrequent Pattern Mining Evolutionary Algorithms Exceptional relationships Pattern mining quality measures Subgroup discovery Genetic Algorithms Genetic Programming Multi-objective Evolutionary Algorithms Hybrid Algorithms Continuous Patterns Negative Association Rules Supervised Local Search

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, the...

Periodic Pattern Mining

Springer Singapore
160.49 € · Paperback

Data Mining Big Data Analytics Pattern Mining Frequent Patterns Periodic Patterns Time series Transactional databases Algorithms Applications

This book provides an introduction to the field of periodic pattern mining, reviews state-of-the-art techniques, discusses recent advances, and reviews open-source software. Periodic pattern mining is a popular and emerging research area in the field of data mining. It involves discovering all regul...

Periodic Pattern Mining

Springer Singapore
149.79 € · eBook

Data Mining Big Data Analytics Pattern Mining Frequent Patterns Periodic Patterns Time series Transactional databases Algorithms Applications

This book provides an introduction to the field of periodic pattern mining, reviews state-of-the-art techniques, discusses recent advances, and reviews open-source software. Periodic pattern mining is a popular and emerging research area in the field of data mining. It involves discovering all regul...

Supervised Descriptive Pattern Mining

Sebastián Ventura, José María Luna
Springer International Publishing
117.69 € · Paperback

Pattern Mining Supervised Descriptive Rule Discovery Subgroup Discovery Contrast Sets Emerging Patterns Exceptional Models Association Rule Mining Frequent Pattern Mining Infrequent Pattern Mining Evolutionary Algorithms Pattern mining quality measures Pattern Mining applications

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...

Supervised Descriptive Pattern Mining

Sebastián Ventura, José María Luna
Springer International Publishing
96.29 € · eBook

Pattern Mining Supervised Descriptive Rule Discovery Subgroup Discovery Contrast Sets Emerging Patterns Exceptional Models Association Rule Mining Frequent Pattern Mining Infrequent Pattern Mining Evolutionary Algorithms Pattern mining quality measures Pattern Mining applications

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...

Hands-on Pattern Mining

Uday Kiran Rage
Springer Singapore
64.19 € · eBook

Data Mining Big Data Analytics Pattern Mining Frequent Patterns Periodic Patterns Time series

This book introduces pattern mining by presenting various pattern mining techniques and giving hands-on experience with each technique. Pattern mining is a popular data mining technique with many real-world applications, and involves discovering all user interest-based patterns that may exist in a d...

Pattern Mining with Evolutionary Algorithms

Sebastián Ventura, José María Luna
Springer International Publishing
96.29 € · eBook

Pattern Mining Association Rule Mining Frequent Pattern Mining Infrequent Pattern Mining Evolutionary Algorithms Exceptional relationships Pattern mining quality measures Subgroup discovery Genetic Algorithms Genetic Programming Multi-objective Evolutionary Algorithms Hybrid Algorithms Continuous Patterns Negative Association Rules Supervised Local Search

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, the...

Pattern Mining with Evolutionary Algorithms

Sebastián Ventura, José María Luna
Springer International Publishing
106.99 € · Paperback

Pattern Mining Association Rule Mining Frequent Pattern Mining Infrequent Pattern Mining Evolutionary Algorithms Exceptional relationships Pattern mining quality measures Subgroup discovery Genetic Algorithms Genetic Programming Multi-objective Evolutionary Algorithms Hybrid Algorithms Continuous Patterns Negative Association Rules Supervised Local Search

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, the...

Machine Learning and Data Mining in Pattern Recognition

Springer International Publishing
53.49 € · Paperback

machine learning data mining pattern recognition medical data mining frequent item set mining time series mining classification feature selection clustering image mining graph mining process mining support vector machines neural networks image processing

This two-volume set LNAI 10934 and LNAI 10935 constitutes the refereed proceedings of the 14th International Conference on Machine Learning and Data Mining in Pattern Recognition, MLDM 2018, held in New York, NY, USA in July 2018. The 92 regular papers presented in this two-volume set were care...

Machine Learning and Data Mining in Pattern Recognition

Springer International Publishing
53.49 € · eBook

machine learning data mining pattern recognition medical data mining frequent item set mining time series mining classification feature selection clustering image mining graph mining process mining support vector machines neural networks image processing

This two-volume set LNAI 10934 and LNAI 10935 constitutes the refereed proceedings of the 14th International Conference on Machine Learning and Data Mining in Pattern Recognition, MLDM 2018, held in New York, NY, USA in July 2018. The 92 regular papers presented in this two-volume set were care...

Machine Learning and Data Mining in Pattern Recognition

Springer International Publishing
79.17 € · Paperback

machine learning data mining pattern recognition medical data mining frequent item set mining time series mining classification feature selection clustering image mining graph mining process mining support vector machines artificial intelligence neural networks

This two-volume set LNAI 10934 and LNAI 10935 constitutes the refereed proceedings of the 14th International Conference on Machine Learning and Data Mining in Pattern Recognition, MLDM 2018, held in New York, NY, USA in July 2018. The 92 regular papers presented in this two-volume set were care...

Machine Learning and Data Mining in Pattern Recognition

Springer International Publishing
78.1 € · eBook

machine learning data mining pattern recognition medical data mining frequent item set mining time series mining classification feature selection clustering image mining graph mining process mining support vector machines artificial intelligence neural networks

This two-volume set LNAI 10934 and LNAI 10935 constitutes the refereed proceedings of the 14th International Conference on Machine Learning and Data Mining in Pattern Recognition, MLDM 2018, held in New York, NY, USA in July 2018. The 92 regular papers presented in this two-volume set were care...

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