Slides related to: Why Data Mining? Data Mining: The Explosive Growth of Data: from terabytes to petabytes Data collection and data availability Concepts and Techniques Automated data collection tools, database systems, Web, computerized society —Chapter 1 and 2 — Major sources of abundant data —Introduction and Data preprocessing — Business: Web, e-commerce, transactions, stocks, Jiawei Han and Micheline Kamber Science: Remote sensing ...
CSE5243 INTRO. TO DATA MINING Chapter 1. Introduction Huan Sun, CSE@The Ohio State University Slides adapted from UIUC CS412, Fall 2017, by Prof. Jiawei Han CSE 5243. Course Page & Schedule Class Homepage: http://web.cse.ohio-state.edu/~sun.397/courses/au2017/cse5243-new.html Class Schedule: 9:35-10:55 AM, Tue/Thur, Bolz Hall 318 Office hours: Instructor: Huan Sun @DL699, Tue 4:30-5:30PM First week: Thur 4:30-5:30PM Grader: Yu Wang, wang.5205@osu ...
Introduction to Data Mining Lijun Zhang zlj@nju.edu.cn http://cs.nju.edu.cn/zlj Outline Overview Introduction The Data Mining Process The Basic Data Types The Major Building Blocks Scalability and Streaming Application Scenarios Summary Mathematical Background Textbook Charu C. Aggarwal. Data Mining: The Textbook. Springer, May 2015. http://www.charuaggarwal.net/Data-Mining.htm Distinguished Research Staff Member IBM T. J. Watson Research Center Textbook Charu C. Aggarwal ...
REFERENCES [1] G. N. Y. Lumban, “Prediksi Mahasiswa Berpotensi Non Aktif Menggunakan Data Mining dalam Decision Tree dan Algoritma C4.5,” Jurnal Informasi & Teknologi, 2020. https://doi.org/10.37034/jidt.v2i1.22. [2] H. Jiawei and K. Micheline,“Data Mining: Concepts and Techniques. Morgan Kaufmann,” 2006. [Online]. Available: http://myweb.sabanciuniv.edu/rdehkharghani/files/2016/02/The- Morgan-Kaufmann-Series-in-Data-Management-Systems-Jiawei-Han-Micheline-Kamber- Jian-Pei-Data-Mining.-Concepts-and-Techniques-3rd-Edition-Morgan-Kaufmann- 2011.pdf. Accessed: December 27, 2020. [3] ...
Exploring the Power of Links in Data Mining Jiawei Han Department of Computer Science University of Illinois at Urbana-Champaign hanj@cs.uiuc.edu Abstract. Algorithms like PageRank and HITS have been developed in late 1990s to explore links among Web pages to discover authoritative pages and hubs. Links have also been popularly used in citation analysis and social network analysis. We show that the power of ...
Data Mining: Concepts and Techniques 3rd Edition Solution Manual Jiawei Han, Micheline Kamber, Jian Pei The University of Illinois at Urbana-Champaign Simon Fraser University Version January 2, 2012 c Morgan Kaufmann, 2011 For Instructors’ references only. Do not copy! Do not distribute! ii Preface For a rapidly evolving eld like data mining, it is dicult to compose “typical” exercises and even more dicult to ...
Successful Data Mining Methods for NLP Jiawei Han Heng Ji Yizhou Sun Dept. of Computer Science Computer Science Dept. College of Computer and Univ. of Illinois at Rensselaer Polytechnic Information Science Urbana-Champaign Institute Northeastern University Urbana, IL 61801, USA Troy, NY 12180, USA Boston, MA 02115, USA hanj@cs.uiuc.edu jih@rpi.edu yzsun@ccs.neu.edu 1 Overview resources, shared tasks which cover a wide range ...
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