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03487nam a22002657a 4500 |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
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20250914153703.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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250913b |||||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9781032973654 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER |
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| Classification number |
332.0285631 |
| Item number |
ABE |
| 245 ## - TITLE STATEMENT |
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| Title |
Essentials of machine learning in finance and accounting |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
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| Place of publication, distribution, etc. |
New York |
| Name of publisher, distributor, etc. |
Routledge |
| Date of publication, distribution, etc. |
2025 |
| 300 ## - PHYSICAL DESCRIPTION |
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| Extent |
xxiv, 234 p. |
| 365 ## - TRADE PRICE |
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| Price type code |
INR |
| Price amount |
1495.00 |
| 490 ## - SERIES STATEMENT |
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| Series statement |
Routledge Advanced Texts in Economics and Finance |
| 500 ## - GENERAL NOTE |
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| General note |
Table of contents:<br/>1 Machine learning in finance and accounting<br/><br/>MOHAMMAD ZOYNUL ABEDIN, M. KABIR HASSAN, PETR HAJEK, AND MOHAMMED MOHI UDDIN<br/><br/>2 Decision trees and random forests<br/><br/>ROBERTO CASARIN, ALESSANDRO FACCHINETTI, DOMENICO SORICE, AND STEFANO TONELLATO<br/><br/>3 Improving longevity risk management through machine learning<br/><br/>SUSANNA LEVANTESI, ANDREA NIGRI, AND GABRIELLA PISCOPO<br/><br/>4 Kernel switching ridge regression in business intelligence system<br/><br/>MD. ASHAD ALAM, OSAMU KOMORI, AND MD. FERDUSH RAHMAN<br/><br/>5 Predicting stock return volatility using sentiment analysis of corporate annual reports<br/><br/>PETR HAJEK, RENATA MYSKOVA, AND VLADIMIR OLEJ<br/><br/>6 Random projection methods in economics and finance<br/><br/>ROBERTO CASARIN AND VERONICA VEGGENTE<br/><br/>7 The future of cloud computing in financial services: a machine learning and artificial intelligence perspective<br/><br/>RICHARD L. HARMON AND ANDREWPSALTIS<br/><br/>8 Prospects and challenges of using artificial intelligence in the audit process<br/><br/>EMON KALYAN CHOWDHURY<br/><br/>9 Web usage analysis: pillar 3 information assessment in turbulent times<br/><br/>ANNA PILKOVA, MICHAL MUNK, PETRA BLAZEKOVA AND LUBOMIR BENKO<br/><br/>10 Machine learning in the fields of accounting, economics and finance: the emergence of new strategies<br/><br/>MAHA RADWAN, SALMA DRISSI AND SILVANA SECINARO<br/><br/>11 Handling class imbalance data in business domain<br/><br/>MD. SHAJALAL, MOHAMMAD ZOYNUL ABEDIN AND MOHAMMED MOHI UDDIN<br/><br/>12 Artificial intelligence (AI) in recruiting talents: recruiters’ intention and actual use of AI<br/><br/>MD. AFTAB UDDIN, MOHAMMAD SARWAR ALAM, MD. KAOSAR HOSSAIN, TARIKUL ISLAM, AND MD. SHAH AZIZUL HOQUE<br/><br/>(https://www.routledge.com/The-Essentials-of-Machine-Learning-in-Finance-and-Accounting/Abedin-Hassan-Hajek-Uddin/p/book/9780367480813) |
| 520 ## - SUMMARY, ETC. |
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| Summary, etc. |
This book introduces machine learning in finance and illustrates how we can use computational tools in numerical finance in real-world context. These computational techniques are particularly useful in financial risk management, corporate bankruptcy prediction, stock price prediction, and portfolio management. The book also offers practical and managerial implications of financial and managerial decision support systems and how these systems capture vast amount of financial data.<br/><br/>Business risk and uncertainty are two of the toughest challenges in the financial industry. This book will be a useful guide to the use of machine learning in forecasting, modeling, trading, risk management, economics, credit risk, and portfolio management.<br/><br/>(https://www.routledge.com/The-Essentials-of-Machine-Learning-in-Finance-and-Accounting/Abedin-Hassan-Hajek-Uddin/p/book/9780367480813) |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name as entry element |
Machine learning |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name as entry element |
Finance--Data processing |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name as entry element |
Finance--Mathematical models |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
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| Personal name |
Abedin, Mohammad Zoynul [Editor] |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
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| Personal name |
Hassan, M. Kabir [Editor] |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
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| Personal name |
Hajek, Petr [Editor] |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
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| Personal name |
Uddin, Mohammed Mohi [Editor] |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Koha item type |
Book |
| Source of classification or shelving scheme |
Dewey Decimal Classification |
