عنوان

Advances in machine learning and data science :

شابک

9789811085697

شابک

9811085692

شابک اشتباه

9789811085680

شابک اشتباه

9811085684

عنوان اصلي

Advances in machine learning and data science :

نام عام مواد

[Book]

ساير اطلاعات عنواني

recent achievements and research directives /

نام نخستين پديدآور

Damodar Reddy Edla, Pawan Lingras, Venkatanareshbabu K., editors.

محل نشرو پخش و غیره

Singapore :

نام ناشر، پخش کننده و غيره

Springer,

تاریخ نشرو بخش و غیره

[2018]

نام خاص و کميت اثر

1 online resource

عنوان فروست

Advances in intelligent systems and computing ;

مشخصه جلد

v. 705

متن يادداشت

Includes bibliographical references and index.

متن يادداشت

Preface -- About the Editors -- Table of Contents -- 38 Papers -- Author Index.

بدون عنوان

0

متن يادداشت

The Volume of "Advances in Machine Learning and Data Science - Recent Achievements and Research Directives" constitutes the proceedings of First International Conference on Latest Advances in Machine Learning and Data Science (LAMDA 2017). The 37 regular papers presented in this volume were carefully reviewed and selected from 123 submissions. These days we find many computer programs that exhibit various useful learning methods and commercial applications. Goal of machine learning is to develop computer programs that can learn from experience. Machine learning involves knowledge from various disciplines like, statistics, information theory, artificial intelligence, computational complexity, cognitive science and biology. For problems like handwriting recognition, algorithms that are based on machine learning out perform all other approaches. Both machine learning and data science are interrelated. Data science is an umbrella term to be used for techniques that clean data and extract useful information from data. In field of data science, machine learning algorithms are used frequently to identify valuable knowledge from commercial databases containing records of different industries, financial transactions, medical records, etc. The main objective of this book is to provide an overview on latest advancements in the field of machine learning and data science, with solutions to problems in field of image, video, data and graph processing, pattern recognition, data structuring, data clustering, pattern mining, association rule based approaches, feature extraction techniques, neural networks, bio inspired learning and various machine learning algorithms.

منبع سفارش / آدرس اشتراک

Springer Nature

شماره انبار

com.springer.onix.9789811085697

عنوان

ADVANCES IN MACHINE LEARNING AND DATA SCIENCE.

شماره استاندارد بين المللي کتاب و موسيقي

9789811085680

عنوان اصلي به زبان ديگر

LAMDA 2017

موضوع مستند نشده

Machine learning, Congresses.

موضوع مستند نشده

Artificial intelligence.

موضوع مستند نشده

Business mathematics & systems.

موضوع مستند نشده

COMPUTERS-- General.

موضوع مستند نشده

Data mining.

موضوع مستند نشده

Databases.

موضوع مستند نشده

Machine learning.

موضوع مستند نشده

COM-- 000000

موضوع مستند نشده

UYQ

شماره

ويراست

شماره رده

مستند نام تنالگان تاييد نشده

International Conference on Latest Advances in Machine Learning and Data Science(2017 :, Goa, India)

تاريخ عمليات

20200823222759.0

قواعد فهرست نويسي ( بخش توصيفي )

pn

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y