عنوان

Rough set-based classification systems /

شابک

3030038955

شابک

3030038963

شابک

9783030038953

شابک

9783030038960

شابک اشتباه

3030038947

شابک اشتباه

9783030038946

عنوان اصلي

Rough set-based classification systems /

نام عام مواد

[Book]

نام نخستين پديدآور

Robert K. Nowicki.

محل نشرو پخش و غیره

Cham, Switzerland :

نام ناشر، پخش کننده و غيره

Springer,

تاریخ نشرو بخش و غیره

[2019]

نام خاص و کميت اثر

1 online resource

عنوان فروست

Studies in computational intelligence ;

مشخصه جلد

volume 802

متن يادداشت

Includes bibliographical references.

متن يادداشت

Introduction -- Rough Set Theory Fundamentals -- Rough Fuzzy Classification Systems -- Fuzzy Rough Classification Systems -- Rough Neural Network Classifier -- Rough Nearest Neighbour Classifier -- Ensembles of Rough Set-Based Classifiers -- Final Remarks.

بدون عنوان

0

متن يادداشت

This book demonstrates an original concept for implementing the rough set theory in the construction of decision-making systems. It addresses three types of decisions, including those in which the information or input data is insufficient. Though decision-making and classification in cases with missing or inaccurate data is a common task, classical decision-making systems are not naturally adapted to it. One solution is to apply the rough set theory proposed by Prof. Pawlak. The proposed classifiers are applied and tested in two configurations: The first is an iterative mode in which a single classification system requests completion of the input data until an unequivocal decision (classification) is obtained. It allows us to start classification processes using very limited input data and supplementing it only as needed, which limits the cost of obtaining data. The second configuration is an ensemble mode in which several rough set-based classification systems achieve the unequivocal decision collectively, even though the systems cannot separately deliver such results.

منبع سفارش / آدرس اشتراک

Springer Nature

شماره انبار

com.springer.onix.9783030038953

عنوان

Rough set-based classification systems.

شماره استاندارد بين المللي کتاب و موسيقي

9783030038946

موضوع مستند نشده

Rough sets.

موضوع مستند نشده

Rough sets.

موضوع مستند نشده

COM004000

موضوع مستند نشده

UYQ

موضوع مستند نشده

UYQ

شماره

ويراست

شماره رده

نشانه اثر

مستند نام اشخاص تاييد نشده

Nowicki, Robert K.

تاريخ عمليات

20200823075925.0

قواعد فهرست نويسي ( بخش توصيفي )

pn

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y