عنوان
پدید آورنده
موضوع
رده
HG176.7 .D65 2020
HG176
.
7
.
D65
2020
کتابخانه
محل استقرار
INTERNATIONAL STANDARD BOOK NUMBER
(Number (ISBN
1119550521
(Number (ISBN
9781119550525
Erroneous ISBN
1119550513
Erroneous ISBN
9781119550501
Erroneous ISBN
9781119550518
TITLE AND STATEMENT OF RESPONSIBILITY
Title Proper
Applications of computational intelligence in data-driven trading /
General Material Designation
[Book]
First Statement of Responsibility
Cris Doloc.
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
Hoboken, New Jersey
Name of Publisher, Distributor, etc.
Wiley,
Date of Publication, Distribution, etc.
[2020]
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
1 online resource (xv, 272 pages)
INTERNAL BIBLIOGRAPHIES/INDEXES NOTE
Text of Note
Includes bibliographical references and index.
CONTENTS NOTE
Text of Note
The evolution of trading paradigms -- The role of data in trading and investing -- Artificial intelligence : between myth and reality -- Computational intelligence : a principled approach for the era of data exploration -- How to apply the principles of CI in quantitative finance -- Case study 1 : optimizing trade execution -- Case study 2 : the dynamics of the limit order book -- Case study 3 : applying ML to portfolio management -- Case study 4 : applying ML to market making -- Case study 5 : applications of ml to derivatives valuation -- Case study 6 : using ML for risk management and compliance -- Conclusions and future directions.
0
SUMMARY OR ABSTRACT
Text of Note
"The objective of this book is to introduce the reader to the field of Computational Finance using the framework of Machine Learning as a tool of scientific inquiry. It is an attempt to integrate these two topics: how to use Machine Learning as the tool of choice in solving topical problems in Computational Finance. Readers will learn modern methods used by financial engineers and quantitative analysts to access, process, and interpret data. Throughout, there are case studies that are representative of relevant problems in modern finance. Topics covered include Time Series analysis, forecasting, Dynamic Programming, and Neural Networks"--
OTHER EDITION IN ANOTHER MEDIUM
Title
Applications of computational intelligence in data-driven trading
International Standard Book Number
9781119550501
TOPICAL NAME USED AS SUBJECT
Computational intelligence, Case studies.
Financial engineering, Case studies.
Machine learning, Case studies.
Computational intelligence.
Financial engineering.
Machine learning.
DEWEY DECIMAL CLASSIFICATION
Number
332
.
640285/63
Edition
23
LIBRARY OF CONGRESS CLASSIFICATION
Class number
HG176
.
7
Book number
.
D65
2020
PERSONAL NAME - PRIMARY RESPONSIBILITY
Doloc, Cris,1963-
ORIGINATING SOURCE
Date of Transaction
20200822154723.0
Cataloguing Rules (Descriptive Conventions))
rda
ELECTRONIC LOCATION AND ACCESS
Electronic name
مطالعه متن کتاب [Book]
Y
