Keyword

data mining techniques

Description: Data mining techniques are computational methods for discovering patterns, relationships, or useful information in large datasets.

Primary topic: Data Mining and Machine Learning Applications (21%)

OpenAlex ID: keywords/data-mining-techniques

Data mining: concepts and techniques

2012 · Rohan Sharma, Kalpit Shah, et al. · Choice Reviews Online · 28,531

Data Mining - Concepts and Techniques.

2002 · Petra Perner · Künstliche Intell. · 4,879

From Data Mining to Knowledge Discovery in Databases

1996 · Usama Fayyad, Gregory Piatetsky-shapiro, et al. · 4,736

Data mining introductory and advanced topics

2003 · Margaret H. Dunham · 1,475

The application of data mining techniques in financial fraud detection: A classification framework and an academic review of literature

2010 · E.W.T. Ngai, Yong Hu, et al. · Decision Support Systems · 1,354

Data Mining Concepts and Techniques Third Edition

2021 · Jiawei Han, Micheline Kamber, et al. · Thammasat University Digital Collections · 1,176

Data mining techniques

2001 · Arun K. Pujari · Medical Entomology and Zoology · 1,163

Data mining and knowledge discovery handbook

2011 · Choice Reviews Online · 1,156

Data Mining: Concepts and Techniques (2nd edition)

2006 · Jiawei Han, Micheline Kamber · 966

Data Mining: Practical Machine Learning Tools and Techniques, Second Edition (Morgan Kaufmann Series in Data Management Systems)

2005 · Ian H. Witten, Eibe Frank · 812

Mining big data

2013 · Wei Fan, Albert Bifet · ACM SIGKDD Explorations Newsletter · 678

Data mining techniques and applications – A decade review from 2000 to 2011

2012 · Shu-Hsien Liao, Pei-Hui Chu, et al. · Expert Systems with Applications · 665

A literature review and classification of recommender systems research

2012 · Deuk Hee Park, Hyea Kyeong Kim, et al. · Expert Systems with Applications · 662

Survey on Anomaly Detection using Data Mining Techniques

2015 · Shikha Agrawal, Jitendra Agrawal · Procedia Computer Science · 596

Predictive Data Mining: A Practical Guide

1997 · Sholom M. Weiss, Nitin Indurkhya · 579

Data mining: concepts, models and techniques

2011 · Choice Reviews Online · 552

Data Mining : Concept and Techniques

2011 · Han, Jiawei, Kamber, Micheline, et al. · Andalas University Repository (Andalas University) · 539

A systematic and comprehensive investigation of methods to build and evaluate fault prediction models

2009 · Erik Arisholm, Lionel C. Briand, et al. · Journal of Systems and Software · 457

k-Nearest Neighbor Classification

2009 · Antonio Mucherino, Petraq J. Papajorgji, et al. · Springer optimization and its applications · 399

Activity recognition with smartphone sensors

2014 · Xing Su, Hanghang Tong, et al. · Tsinghua Science & Technology · 384

PDF

Financial fraud detection applying data mining techniques: A comprehensive review from 2009 to 2019

2021 · Khaled Gubran Al-Hashedi, Pritheega Magalingam · Computer Science Review · 376

Association Rules Mining: A Recent Overview

2008 · Sotiris Kotsiantis, Dimitris Kanellopoulos · 367

Discovering Knowledge in Data: an Introduction to Data Mining

2005 · George A Marcoulides · Journal of the American Statistical Association · 361

Data Mining Methods for Knowledge Discovery

1998 · Krzysztof J. Cios, Witold Pedrycz, et al. · Springer eBooks · 315

Mining Electronic Health Records (EHRs)

2018 · Pranjul Yadav, Michael Steinbach, et al. · ACM Computing Surveys · 296

PDF

Works count: 1,794

Citation count: 68,670