Search results for “[Subject: data-science-machine-learning]”

• Author(s): Charu C. Aggarwal • Publisher: Springer Verlag • Publisher Imprint: Springer • Subject: Computer Science and Information Technology • BISAC: Artificial Intelligence - GeneralFrom the Back CoverThis book covers probability and statist...

• Author(s): Charu C. Aggarwal • Publisher: Springer • Publisher Imprint: Springer • BISAC: Artificial Intelligence - GeneralFrom the Back CoverThis textbook introduces linear algebra and optimization in the context of machine learning. Examples ...

• Author(s): Charu C. Aggarwal • Publisher: Springer • Publisher Imprint: Springer • BISAC: Data Science - Data AnalyticsFrom the Back CoverThis book provides comprehensive coverage of the field of outlier analysis from a computer science point o...

• Author(s): Charu C. Aggarwal • Publisher: Springer • Publisher Imprint: Springer • BISAC: Probability & Statistics - GeneralThis book covers probability and statistics from the machine learning perspective. From probability to machine learn...

• Author(s): Charu C. Aggarwal • Publisher: Springer Verlag • Publisher Imprint: Springer • BISAC: Artificial Intelligence - GeneralFrom the Back CoverThis textbook covers the broader field of artificial intelligence. The chapters for this textbo...

• Author(s): Charu C. Aggarwal • Publisher: Taylor & Francis • Publisher Imprint: Chapman Hall • Subject: Computer Science and Information Technology • BISAC: StatisticsComprehensive Coverage of the Entire Area of ClassificationResearch on th...

• Author(s): Charu C. Aggarwal • Publisher: Springer • Publisher Imprint: Springer • BISAC: Internet - General1 An Introduction to Text Analytics.- 2 Text Preparation and Similarity Computation.- 3 Matrix Factorization and Topic Modeling.- 4 Text...

• Author(s): Charu C. Aggarwal • Publisher: Springer • Publisher Imprint: Springer • BISAC: Internet - GeneralFrom the Back CoverText analytics is a field that lies on the interface of information retrieval, machine learning, and natural languag...

• Author(s): Charu C. Aggarwal • Publisher: Taylor & Francis • Publisher Imprint: CRC Press • BISAC: StatisticsComprehensive Coverage of the Entire Area of ClassificationResearch on the problem of classification tends to be fragmented across ...

• Author(s): Charu C. Aggarwal • Publisher: Springer • Publisher Imprint: Springer • BISAC: Artificial Intelligence - GeneralFrom the Back CoverThis book provides comprehensive coverage of the field of outlier analysis from a computer science poi...

• Author(s): Charu C. Aggarwal • Publisher: Springer • Publisher Imprint: Springer • BISAC: Probability & Statistics - Generalmso-bidi-theme-font: minor-latin;">It is common for machine learning practitioners to pick up missing bits and pi...

• Author(s): Charu C. Aggarwal • Publisher: Springer • Publisher Imprint: Springer • BISAC: Data Science - Data AnalyticsThis comprehensive reference consists of 18 chapters from prominent researchers in the field. Each chapter is self-contained,...

• Author(s): Charu C. Aggarwal • Publisher: Springer • Publisher Imprint: Springer • BISAC: Data Science - Data AnalyticsThis comprehensive reference consists of 18 chapters from prominent researchers in the field. Each chapter is self-contained,...

• Author(s): Charu C. Aggarwal • Publisher: Springer • Publisher Imprint: Springer • BISAC: Information TechnologyFrom the Back CoverSocial network analysis applications have experience tremendous advances within the last few years due in part to...

• Author(s): Charu C. Aggarwal • Publisher: Springer • Publisher Imprint: Springer • BISAC: Data Science - Data AnalyticsThis textbook explores the different aspects of data mining from the fundamentals to the complex data types and their applica...

• Author(s): Charu C. Aggarwal • Publisher: Springer • Publisher Imprint: Springer • BISAC: Data Science - Data AnalyticsThis textbook explores the different aspects of data mining from the fundamentals to the complex data types and their applica...

• Author(s): Charu C. Aggarwal • Publisher: Taylor & Francis • Publisher Imprint: CRC Press • BISAC: Data Science - Data AnalyticsResearch on the problem of clustering tends to be fragmented across the pattern recognition, database, data mini...

• Author(s): Charu C. Aggarwal • Publisher: Springer • Publisher Imprint: Springer • BISAC: Artificial Intelligence - GeneralFrom the Back CoverThis textbook introduces linear algebra and optimization in the context of machine learning. Examples ...