This need has led to the emergence of a field called data mining and knowledge discovery [66]. This is an interdisciplinary field, using methods of several research areas (specially machine learning and statistics) to extract high- level knowledge from real-world data sets. Data mining is the...
from data mining to knowledge discovery in databases:(从数据挖掘在数据库知识发现).pdf,Articles From Data Mining to Knowledge Discovery in Databases Usama Fayyad, Gregory Piatetsky-Shapiro, and Padhraic Smyth Data mining and knowledge discovery in This
Data Mining and Knowledge Discovery Handbook, Second Edition organizes the most current concepts, theories, standards, methodologies, trends, challenges and applications of data mining (DM) and knowledge discovery in databases (KDD) into a coherent and unified repository. This handbook first surveys, ...
Data Mining and Knowledge Discovery includes: Theory and Foundational Issues: Data and knowledge representation; modelling of structured, textual, and multimedia data; uncertainty management; metrics of interestingness and utility of discovered knowledge; algorithmic complexity, efficiency, and scalability ...
data mining英文版教学课件:introduction.pdf,Introduction 1 Overview Why data mining? Data Mining and Knowledge Discovery Data mining tasks Classification Association analysis Cluster analysis The KDD process 2 Why Mine
Data Mining and Knowledge Discovery is a leading technical journal focusing on the extraction of information from vast databases. Publishes original research ...
discoveryindatabasesarerelatedbothtoeach otherandtorelatedfields,suchasmachine learning,statistics,anddatabases.Thearticle mentionsparticularreal-worldapplications, specificdata-miningtechniques,challengesin- volvedinreal-worldapplicationsofknowledge discovery,andcurrentandfutureresearchdirec- ...
Papers that give an in-depth description of recent research results in data mining and knowledge discovery. Expanded versions of papers which have previously appeared in conference proceedings will be considered and this request must be made at the time of submission; the authors must clearly state...
Data Mining 2024 pdf epub mobi 电子书 图书描述 Data mining, or knowledge discovery, has become an indispensable technology for businesses and researchers in many fields. Drawing on work in such areas as statistics, machine learning, pattern recognition, databases, and high performance computing, dat...
《数据挖掘和知识发现》(Data Mining And Knowledge Discovery)是一本以工程技术-计算机:人工智能综合研究为特色的国际期刊。该刊由Springer US出版商创刊于1997年,刊期Bimonthly。该刊已被国际重要权威数据库SCIE收录。期刊聚焦工程技术-计算机:人工智能领域的重点研究和前沿进展,及时刊载和报道该领域的研究成果,致力于成...