This handbook presents a thorough overview in 45 chapters from more than 100 renowned experts in the field. It provides the tools to help overcome the problems of video storage, cataloging, and retrieval, by exploring content standardization and other content classification and analysis methods. The challenge of these complex problems make this book a must-have for video database practitioners in the fields of image and video processing, computer vision, multimedia systems, data mININg, and many other diverse disciplines. Topics include video segmentation and summarization, archiving and retrieval, and modeling and representation.
标签： handbook chapters presents overview
上传时间： 2013-12-15
上传用户：yuzsu
随着计算机、网络技术的发展，获得有关资料非常简单易行。但对于数量大、涉及 面宽的数据，传统统计方法无法完成这类数据的分析。因此，一种智能化的、综合应用各种统计分析、数据库、智能语言来分析庞大数据资料的“数据挖掘” (Date mININg)技术应运而生。本文主要介绍了数据挖掘的基本概念以及数据挖掘的方法；本文对数据挖掘的应用及其发展前景也进行了描述。
上传时间： 2014-01-01
上传用户：851197153
用VC++實現apriori演算法，可以找尋Frequent Itemsets，用途於Data mININg是很具參考價值
上传时间： 2013-12-17
上传用户：liglechongchong
Many of the pattern fi nding algorithms such as decision tree, classifi cation rules and clustering techniques that are frequently used in data mININg have been developed in machine learning research community. Frequent pattern and association rule mININg is one of the few excep- tions to this tradition. The introduction of this technique boosted data mININg research and its impact is tremendous. The algorithm is quite simple and easy to implement. Experimenting with Apriori-like algorithm is the fi rst thing that data miners try to do.
标签： 64257 algorithms decision pattern
上传时间： 2014-01-12
上传用户：wangdean1101
一个自然语言处理的Java开源工具包。LingPipe目前已有很丰富的功能，包括主题分类（Top Classification）、命名实体识别（Named Entity Recognition）、词性标注（Part-of Speech Tagging）、句题检测（Sentence Detection）、查询拼写检查（Query Spell Checking）、兴趣短语检测（Interseting Phrase Detection）、聚类（Clustering）、字符语言建模（Character Language Modeling）、医学文献下载/解析/索引（MEDLINE Download, Parsing and Indexing）、数据库文本挖掘（Database Text mININg）、中文分词（Chinese Word Segmentation）、情感分析（Sentiment Analysis）、语言辨别（Language Identification）等API。
上传时间： 2013-12-04
上传用户：15071087253
nearest neighbour clustering is an algoithm that puts data in categories. This algotithm is a data mININg subject. Similar data is put in the same cluster.
标签： data clustering categories algotithm
上传时间： 2017-03-27
上传用户：181992417
电子书，作者：Soumen Chakrabarti。书名：mININg the Web --- Discovering Knowledge from Hypertext Data
标签： 电子书
上传时间： 2017-05-10
上传用户：84425894
A guide to Matlab for Beginners and experienced users, A Guide to MATLAB Object Oriented Programming, The Handbook Of Data mININg, Matlab - Creating Graphical User Interfaces,
标签： Programming experienced Beginners Oriented
上传时间： 2017-06-12
上传用户：cccole0605
This volume presents the state of the art concerning quality and interestingness measures for data mININg. The book summarizes recent developments and presents original research on this topic. The chapters include surveys, comparative studies of existing measures, proposals of new measures, simulations, and case studies. Both theoretical and applied chapters are included. Papers for this book were selected and reviewed for correctness and completeness by an international review committee.
标签： interestingness concerning the presents
上传时间： 2014-01-19
上传用户：ve3344
The book consists of three sections. The first, foundations, provides a tutorial overview of the principles underlying data mININg algorithms and their application. The presentation emphasizes intuition rather than rigor. The second section, data mININg algorithms, shows how algorithms are constructed to solve specific problems in a principled manner. The algorithms covered include trees and rules for classification and regression, association rules, belief networks, classical statistical models, nonlinear models such as neural networks, and local memory-based models. The third section shows how all of the preceding analysis fits together when applied to real-world data mININg problems. Topics include the role of metadata, how to handle missing data, and data preprocessing.
标签： foundations The consists sections
上传时间： 2017-06-22
上传用户：lps11188
