Improving knowledge discovery through the integration of data mining techniques / Muhammad Usman, editor.

Format:

Book

Author/Creator:

Usman, Muhammad, 1986- author, contributor.

Contributor:

Usman, Muhammad, 1986- editor.

Series:

Advances in data mining and database management (ADMDM) book series.

Advances in Data Mining and Database Management (ADMDM) Book Series, 2327-199X

Language:

English

Subjects (All):

Data mining.

Knowledge management.

Physical Description:

1 online resource (xxv, 391 pages) : illustrations (some color).

Place of Publication:

Hershey, PA : Information Science Reference, an imprint of IGI Global, [2015]

Language Note:

English

System Details:

Mode of access: World Wide Web.

Summary:

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

Contents:

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].

Notes:

Description based upon print version of record.

Includes bibliographical references and index.

Description based on print version record.

ISBN:

9781466685147

OCLC:

915940252