عنوان

Pattern recognition and computational intelligence techniques using Matlab /

ويژگيها

(electronic bk.)

ويژگيها

(electronic bk.)

شابک

9783030222734

شابک

303022273X

شابک اشتباه

3030222721

شابک اشتباه

9783030222727

شماره ISMN

10.1007/978-3-030-22

شماره

15045

شماره کنترل سيستم

(OCoLC)1124908578

شماره کنترل سيستم غير معتبر يا حذف شده

(OCoLC)1125995647

زبان متن نوشتاري يا گفتاري و مانند آن

انگلیسی

عنوان اصلي

Pattern recognition and computational intelligence techniques using Matlab /

نام نخستين پديدآور

E.S. Gopi.

محل نشرو پخش و غیره

Cham :

نام ناشر، پخش کننده و غيره

Springer,

تاریخ نشرو بخش و غیره

[2020]

تاریخ نشرو بخش و غیره

�2020.

نام خاص و کميت اثر

1 online resource.

عنوان فروست

Transactions on computational science and computational intelligence,

شاپا ي ISSN فروست

2569-7072.

متن يادداشت

Includes index.

متن يادداشت

Available to OhioLINK libraries.

متن يادداشت

Chapter1: Dimensionality Reduction Techniques -- Chapter2: Linear classifier techniques -- Chapter3: Regression techniques. Chapter4: Probabilistic supervised classifier and unsupervised clustering -- Chapter5: Computational intelligence -- Chapter6: Statistical test in pattern recognition.

بدون عنوان

0

متن يادداشت

This book presents the complex topic of using computational intelligence for pattern recognition in a straightforward and applicable way, using Matlab to illustrate topics and concepts. The author covers computational intelligence tools like particle swarm optimization, bacterial foraging, simulated annealing, genetic algorithm, and artificial neural networks. The Matlab based illustrations along with the code are given for every topic. Readers get a quick basic understanding of various pattern recognition techniques using only the required depth in math. The Matlab program and algorithm are given along with the running text, providing clarity and usefulness of the various techniques. Presents pattern recognition and the computational intelligence using Matlab; Includes mixtures of theory, math, and algorithms, letting readers understand the concepts quickly; Outlines an array of classifiers, various regression models, statistical tests and the techniques for pattern recognition using computational intelligence.

پديدآور

Gopi, E.S.

محل نشر

Cham : Springer, �2020

عنوان

Pattern recognition and computational intelligence techniques using Matlab.

شماره استاندارد بين المللي کتاب و موسيقي

9783030222727

شناسگر رکورد کتابشناختي

(OCoLC)1101356497.

عنصر شناسه ای

Pattern recognition systems.

عنصر شناسه ای

Computer vision.

عنصر شناسه ای

Computational intelligence.

شماره

ويراست

شماره رده

نشانه اثر

عنصر شناسه اي

Gopi, E. S.

عنصر شناسه اي

Ohio Library and Information Network.

تاريخ عمليات

20230627074037.1

قواعد فهرست نويسي ( بخش توصيفي )

rda

مشخصه منبع قراردادي

http://rave.ohiolink.edu/ebooks/ebc/9783030222734

مشخصه منبع قراردادي

http://link.springer.com/10.1007/978-3-030-22273-4

مشخصه منبع قراردادي

http://proxy.ohiolink.edu:9099/login?url=http://link.springer.com/10.1007/978-3-030-22273-4

يادداشت عمومي

Connect to resource

يادداشت عمومي

Connect to resource

يادداشت عمومي

Connect to resource (off-campus)

نوع ماده

BL

کد کاربرگه

270410

تكميل شده

Y