大葉大學圖書館 |

Improving knowledge discovery through the integration of data mining techniques[electronic resource] /

紀錄類型:	書目-電子資源 : Monograph/item
杜威分類號:	006.3/12
書名/作者:	Improving knowledge discovery through the integration of data mining techniques/ Muhammad Usman, editor.
其他作者:	Usman, Muhammad,
出版者:	Hershey, Pennsylvania : : IGI Global,, [2015]
面頁冊數:	1 online resource (xxv, 391 p.) : : ill.
標題:	Knowledge management.
標題:	Data mining.
ISBN:	9781466685147 (e-book)
ISBN:	9781466685130 (hardback)
書目註:	Includes bibliographical references and index.
內容註:	Integration of data mining and statistical methods for constructing and exploring data cubes / Muhammad Usman -- Online processing of end-user data in real-time data warehousing / M. Asif Naeem, Noreen Jamil -- Multi-relational data mining a comprehensive survey / Ali H. Gazala, Waseem Ahmad -- Comparative study of incremental learning algorithms in multidimensional outlier detection on data stream / Simon Fong, Dong Han, Athanasios V. Vasilakos -- Advances of applying metaheuristics to data mining techniques / Simon Fong [and 3 others] -- Artificial immune optimization algorithm / Waseem Ahmad -- The role of hypermutation and affinity maturation in AIS approaches to clustering / Waseem Ahmad, Ajit Narayanan -- Cancer pathway network analysis using cellular automata / Kalyan Mahata, Anasua Sarkar -- Knowledge extraction from information system using rough computing / D. P. Acharjya -- Data mining techniques on earthquake data: recent data mining approaches / Negar Sadat Soleimani Zakeri, Saeid Pashazadeh -- An evaluation of C4.5 and fuzzy C4.5 with effect of pruning methods / Tayyeba Naseer, Sohail Asghar -- An empirical evaluation of feature selection methods / Mohsin Iqbal [and 3 others] -- Data mining driven rule based expert system for medical billing compliance: a case study / Umair Abdullah [and 3 others] -- A web backtracking technique for fraud detection in financial applications / Tasawar Hussain, Sohail Asghar -- Segmentation of crops and weeds using supervised learning technique / Noureen Zafar [and 3 others] -- A supervised learning model for AGV perception in unstructured environment / Rizwan Aqeel [and 3 others].
摘要、提要註:	"This book provides insight concerning the integration of data mining and data warehousing for enhancing the knowledge discovery process"--Provided by publisher.
電子資源:	http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-4666-8513-0

Improving knowledge discovery through the integration of data mining techniques[electronic resource] /
Improving knowledge discovery through the integration of data mining techniques[electronic resource] /Muhammad Usman, editor. - Hershey, Pennsylvania :IGI Global,[2015] - 1 online resource (xxv, 391 p.) :ill.

Includes bibliographical references and index.

Integration of data mining and statistical methods for constructing and exploring data cubes / Muhammad Usman -- Online processing of end-user data in real-time data warehousing / M. Asif Naeem, Noreen Jamil -- Multi-relational data mining a comprehensive survey / Ali H. Gazala, Waseem Ahmad -- Comparative study of incremental learning algorithms in multidimensional outlier detection on data stream / Simon Fong, Dong Han, Athanasios V. Vasilakos -- Advances of applying metaheuristics to data mining techniques / Simon Fong [and 3 others] -- Artificial immune optimization algorithm / Waseem Ahmad -- The role of hypermutation and affinity maturation in AIS approaches to clustering / Waseem Ahmad, Ajit Narayanan -- Cancer pathway network analysis using cellular automata / Kalyan Mahata, Anasua Sarkar -- Knowledge extraction from information system using rough computing / D. P. Acharjya -- Data mining techniques on earthquake data: recent data mining approaches / Negar Sadat Soleimani Zakeri, Saeid Pashazadeh -- An evaluation of C4.5 and fuzzy C4.5 with effect of pruning methods / Tayyeba Naseer, Sohail Asghar -- An empirical evaluation of feature selection methods / Mohsin Iqbal [and 3 others] -- Data mining driven rule based expert system for medical billing compliance: a case study / Umair Abdullah [and 3 others] -- A web backtracking technique for fraud detection in financial applications / Tasawar Hussain, Sohail Asghar -- Segmentation of crops and weeds using supervised learning technique / Noureen Zafar [and 3 others] -- A supervised learning model for AGV perception in unstructured environment / Rizwan Aqeel [and 3 others].

Restricted to subscribers or individual electronic text purchasers.

"This book provides insight concerning the integration of data mining and data warehousing for enhancing the knowledge discovery process"--Provided by publisher.

ISBN: 9781466685147 (e-book)Subjects--Topical Terms:

173751
Knowledge management.

LC Class. No.: HD30.2 / .I466 2015e

Dewey Class. No.: 006.3/12

Improving knowledge discovery through the integration of data mining techniques[electronic resource] /
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