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3 Types of Data Sets Record Relational records Data matrix, e.g., numerical matrix, crosstabs Document data: text documents: term- frequency vector Transaction data Graph and network World Wide Web Social or information networks Molecular Structures Ordered Video data: sequence of images Temporal data: time-series Sequential Data: transaction sequences Genetic sequence data Spatial, image and multimedia: Spatial data: maps Image data: Video data:

1 Data Mining: Concepts and Techniques (3 rd ed.) — Chapter 12 — Jiawei Han, Micheline Kamber, and Jian Pei University of Illinois at Urbana-Champaign.

1 Data Mining: Concepts and Techniques (3 rd ed.) — Chapter 12 — Jiawei Han, Micheline Kamber, and Jian Pei University of Illinois at Urbana-Champaign.

Data Mining: Concepts and Techniques (3 rd ed.) — Chapter 13 — Jiawei Han, Micheline Kamber, and Jian Pei University of Illinois at Urbana-Champaign &

Data Mining: Concepts and Techniques (3 rd ed.) — Chapter 13 — Jiawei Han, Micheline Kamber, and Jian Pei University of Illinois at Urbana-Champaign &

September 23, 2015Data Mining: Concepts and Techniques1 Data Mining: Concepts and Techniques — Chapter 5 — Jiawei Han and Micheline Kamber Department of.

September 23, 2015Data Mining: Concepts and Techniques1 Data Mining: Concepts and Techniques — Chapter 5 — Jiawei Han and Micheline Kamber Department of.

1 Data Mining: Concepts and Techniques — Chapter 8 — 8.1. Mining Data Streams Jiawei Han and Micheline Kamber Department of Computer Science University.

1 Data Mining: Concepts and Techniques — Chapter 8 — 8.1. Mining Data Streams Jiawei Han and Micheline Kamber Department of Computer Science University.

Spatial and Temporal Data Mining Vasileios Megalooikonomou Clustering II (based on notes by Jiawei Han and Micheline Kamber)

Spatial and Temporal Data Mining Vasileios Megalooikonomou Clustering II (based on notes by Jiawei Han and Micheline Kamber)

September 14, 2015 Data Mining: Concepts and Techniques 1 ISE 401 Data Warehousing and Mining Textbook: Jiawei HanJiawei Han and Micheline Kamber, Data.

September 14, 2015 Data Mining: Concepts and Techniques 1 ISE 401 Data Warehousing and Mining Textbook: Jiawei HanJiawei Han and Micheline Kamber, Data.

Data Mining: Concepts and Techniques ©2006 Jiawei Han and Micheline Kamber…732A31/material/fo-intro-1.pdf ·  · 2012-01-17— Introduction and Data preprocessing — Jiawei Han

Data Mining: Concepts and Techniques ©2006 Jiawei Han and Micheline Kamber…732A31/material/fo-intro-1.pdf ·  · 2012-01-17— Introduction and Data preprocessing — Jiawei Han

Data Mining -Concepts and Techniquesdbmanagement.info/Books/MIX/Data_Mining_-Concepts_and_Techniqu… · ©Jiawei Han and Micheline Kamber ... Data warehousing and OLAP tec hnology

Data Mining -Concepts and Techniquesdbmanagement.info/Books/MIX/Data_Mining_-Concepts_and_Techniqu… · ©Jiawei Han and Micheline Kamber ... Data warehousing and OLAP tec hnology

October 15, 2015Data Mining: Concepts and Techniques1 Data Mining: Concepts and Techniques — Chapter 2 — Jiawei Han, Micheline Kamber, and Jian Pei University.

October 15, 2015Data Mining: Concepts and Techniques1 Data Mining: Concepts and Techniques — Chapter 2 — Jiawei Han, Micheline Kamber, and Jian Pei University.

11 Data Mining: Concepts and Techniques (3 rd ed.) — Chapter 4 — Jiawei Han, Micheline Kamber, and Jian Pei University of Illinois at Urbana-Champaign.

11 Data Mining: Concepts and Techniques (3 rd ed.) — Chapter 4 — Jiawei Han, Micheline Kamber, and Jian Pei University of Illinois at Urbana-Champaign.

Data Warehousing and Data Mining - Computer Science / … ·  · 2016-12-20• Jiawei Han and Micheline Kamber, “Data Mining: Concepts and Techniques”, Second Edition, 2006 •

Data Warehousing and Data Mining - Computer Science / … ·  · 2016-12-20• Jiawei Han and Micheline Kamber, “Data Mining: Concepts and Techniques”, Second Edition, 2006 •

Data Mining: Concepts and Techniquesavisa/lec6.pdf ·  · 2013-09-12— Chapter 6 — ©Jiawei Han and Micheline Kamber ... Mining multilevel association rules from transactional

Data Mining: Concepts and Techniquesavisa/lec6.pdf ·  · 2013-09-12— Chapter 6 — ©Jiawei Han and Micheline Kamber ... Mining multilevel association rules from transactional

11 Data Mining: Concepts and Techniques (3 rd ed.) — Chapter 5 — Jiawei Han, Micheline Kamber, and Jian Pei University of Illinois at Urbana-Champaign.

11 Data Mining: Concepts and Techniques (3 rd ed.) — Chapter 5 — Jiawei Han, Micheline Kamber, and Jian Pei University of Illinois at Urbana-Champaign.

1 Data Mining: Concepts and Techniques Chapter 2 Jiawei Han, Micheline Kamber, and Jian Pei University of Illinois at Urbana-Champaign Simon Fraser.

1 Data Mining: Concepts and Techniques Chapter 2 Jiawei Han, Micheline Kamber, and Jian Pei University of Illinois at Urbana-Champaign Simon Fraser.

12/20/2015 1 Data Mining: Concepts and Techniques — Chapter 9 — 9.2. Social Network Analysis Jiawei Han and Micheline Kamber Department of Computer Science.

12/20/2015 1 Data Mining: Concepts and Techniques — Chapter 9 — 9.2. Social Network Analysis Jiawei Han and Micheline Kamber Department of Computer Science.

Data Preparation for Data Mining Using SASbayanbox.ir/view/861560485565739250/Data-Preparation-for...Jiawei Han and Micheline Kamber Database Modeling and Design: Logical Design, Fourth

Data Preparation for Data Mining Using SASbayanbox.ir/view/861560485565739250/Data-Preparation-for...Jiawei Han and Micheline Kamber Database Modeling and Design: Logical Design, Fourth

Chapter 1: Introduction - Chiang Mai University€¦ ·  · 2016-08-0411 Data Mining — Chapter 1: Introduction — Adapted from materials by Jiawei Han, Micheline Kamber, and Jian

Chapter 1: Introduction - Chiang Mai University€¦ ·  · 2016-08-0411 Data Mining — Chapter 1: Introduction — Adapted from materials by Jiawei Han, Micheline Kamber, and Jian

Han, Kamber, Eick: Object Similarity & Clustering for COSC 6340 1 Clustering and Similarity Assessment ©Jiawei Han and Micheline Kamber with major Additions.

Han, Kamber, Eick: Object Similarity & Clustering for COSC 6340 1 Clustering and Similarity Assessment ©Jiawei Han and Micheline Kamber with major Additions.

Han: KDD --- Classification 1 Classification and Prediction — Slides for Textbook — — Chapter 7 — ©Jiawei Han and Micheline Kamber Intelligent Database.

Han: KDD --- Classification 1 Classification and Prediction — Slides for Textbook — — Chapter 7 — ©Jiawei Han and Micheline Kamber Intelligent Database.

Han, Kamber, Eick: Object Similarity & Clustering 1 Clustering and Object Similarity Evaluation ©Jiawei Han and Micheline Kamber with Additions and Modifications.

Han, Kamber, Eick: Object Similarity & Clustering 1 Clustering and Object Similarity Evaluation ©Jiawei Han and Micheline Kamber with Additions and Modifications.