Knowledge Discovery Using Data mining and Soft Computing Methodologies | Research oriented book

Dharmpal Singh

ISBN 10: 6207807073 / ISBN 13: 9786207807079

Verlag: LAP LAMBERT Academic Publishing, 2024

Knowledge Discovery Using Data mining and Soft Computing Methodologies | Research oriented book | Dharmpal Singh | Taschenbuch | Englisch | 2024 | LAP LAMBERT Academic Publishing | EAN 9786207807079 | Verantwortliche Person für die EU: preigu GmbH & Co. KG, Lengericher Landstr. 19, 49078 Osnabrück, mail[at]preigu[dot]de | Anbieter: preigu Print on Demand. Bestandsnummer des Verkäufers 129966206

Inhaltsangabe:

Huge amount of data are collected nowadays from different application domains. It is not feasible to analyze all these data manually. Knowledge Discovery in Databases(KDD) is the nontrivial process of identifying valid, novel, potentially useful, and ultimately understandable patterns in data.Valid stands for the discovered patterns (information) should hold for new, previously unseen problem instances to a certain degree.Due to the advances in Computer Science and Information Technology currently it is easy to collect, store and analyze the date. Soft Computing is multidisciplinary field that was proposed by Dr. Lotfi Zadeh, whose goal was to construct new generation Artificial Intelligence, known as Computational Intelligence. The idea of soft computing was initiated in the year 1981 when Dr. Zadeh published his first paper on soft data analysis. This thesis is proposed to be performed for the analysis of data using soft computing models. Initially soft computing has been defined as the fusion of the fields of Fuzzy logic, Neuro computing, Evolutionary and Genetic computing into one multidisciplinary system. In this research work the use of soft computing and statistical models.

Über die Autorin bzw. den Autor: Dharmpal Singh holds a Bachelor's and Master's degree in Computer Science and Engineering from West Bengal University of Technology, with a Ph.D. obtained in 2015. With over 17 years of experience in teaching and research, His extensive research contributions include 100 papers published in reputed journals and conferences.

Bibliografische Details

Titel: Knowledge Discovery Using Data mining and ...
Verlag: LAP LAMBERT Academic Publishing
Erscheinungsdatum: 2024
Einband: Taschenbuch
Zustand: Neu