楼主: slowry
5542 20

[学科前沿] 【2021新书】The Essentials of Machine Learning in Finance and Accounting [推广有奖]

大师

59%

还不是VIP/贵宾

-

威望
12
论坛币
931424 个
通用积分
5872.2564
学术水平
3054 点
热心指数
3446 点
信用等级
3180 点
经验
214230 点
帖子
4708
精华
0
在线时间
12206 小时
注册时间
2018-3-1
最后登录
2022-6-29

相似文件 换一批

+2 论坛币
k人 参与回答

经管之家送您一份

应届毕业生专属福利!

求职就业群
赵安豆老师微信:zhaoandou666

经管之家联合CDA

送您一个全额奖学金名额~ !

感谢您参与论坛问题回答

经管之家送您两个论坛币!

+2 论坛币
The Essentials of Machine Learning in Finance and Accounting
by Mohammad Zoynul Abedin (Editor), M. Kabir Hassan (Editor), Petr Hajek (Editor), Mohammed Mohi Uddin (Editor)

About the Author
Mohammad Zoynul Abedin is an associate professor of Finance at the Hajee Mohammad Danesh Science and Technology University, Bangladesh. Dr. Abedin continuously publishes academic papers in refereed journals. Moreover, Dr. Abedin served as an ad hoc reviewer for many academic journals. His research interest includes data analytics and business intelligence.

M. Kabir Hassan is a professor of Finance at the University of New Orleans, USA. Prof. Hassan has over 350 papers (225 SCOPUS, 108 SSCI, 58 ESCI, 227 ABDC, 161 ABS) published as book chapters and in top refereed academic journals. According to an article published in Journal of Finance, the number of publications would put Prof. Hassan in the top 1% of peers who continue to publish one refereed article per year over a long period of time.

Petr Hajek is currently an associate professor with the Institute of System Engineering and Informatics, University of Pardubice, Czech Republic. He is the author or co-author of four books and more than 60 articles in leading journals. His current research interests include business decision making, soft computing, text mining, and knowledge-based systems.

Mohammed Mohi Uddin is an assistant professor of Accounting at the University of Illinois Springfield, USA. His primary research interests concern accountability, performance management, corporate social responsibility, and accounting data analytics. Dr. Uddin published scholarly articles in reputable academic and practitioners’ journals.

About this Book
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.

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.

Brief Contents
1 Machine learning in finance and accounting
2 Decision trees and random forests
3 Improving longevity risk management through machine learning
4 Kernel switching ridge regression in business intelligence systems
5 Predicting stock return volatility using sentiment analysis of corporate annual reports
6 Random projection methods in economics and finance
7 The future of cloud computing in financial services: a machine learning and articial intelligence perspective
8 Prospects and challenges of using articial intelligence in the audit process
9 Web usage analysis: pillar 3 information assessment in turbulent times
10 Machine learning in the fields of accounting, economics and finance:the emergence of new strategies
11 Handling class imbalance data in business domain
12 Articial intelligence (AI) in recruiting talents: recruiters’ intention and actual use of AI
Index

Series : Routledge Advanced Texts in Economics and Finance
Publisher ‏ : ‎ Routledge; 1st edition (June 21, 2021)
Language ‏ : ‎ English
Pages‏ : ‎ 258
ISBN-10 ‏ : ‎ 0367480832
ISBN-13 ‏ : ‎ 978-0367480837

Routledge__The Essentials of Machine Learning in Finance and Accounting.pdf (17.15 MB, 需要: 30 个论坛币)

二维码

扫码加我 拉你入群

请注明:姓名-公司-职位

以便审核进群资格,未注明则拒绝

关键词:Essentials Accounting Essential counting Learning

已有 4 人评分经验 论坛币 学术水平 热心指数 信用等级 收起 理由
wwqqer + 100 + 1 + 1 + 1 精彩帖子
jgtech + 5 + 3 + 3 + 3 精彩帖子
cheetahfly + 100 奖励积极上传好的资料
zhou_yl + 80 精彩帖子

总评分: 经验 + 200  论坛币 + 85  学术水平 + 4  热心指数 + 4  信用等级 + 4   查看全部评分

本帖被以下文库推荐

沙发
zhou_yl 发表于 2021-8-7 21:42:49 |只看作者 |坛友微信交流群
谢谢分享
已有 1 人评分论坛币 学术水平 热心指数 信用等级 收起 理由
slowry + 5 + 5 + 5 + 5 精彩帖子

总评分: 论坛币 + 5  学术水平 + 5  热心指数 + 5  信用等级 + 5   查看全部评分

使用道具

藤椅
军旗飞扬 发表于 2021-8-7 22:12:31 来自手机 |只看作者 |坛友微信交流群
slowry 发表于 2021-8-7 16:49
The Essentials of Machine Learning in Finance and Accounting
by Mohammad Zoynul Abedin (Editor), M ...
谢谢楼主分享
已有 1 人评分论坛币 学术水平 热心指数 信用等级 收起 理由
slowry + 5 + 1 + 1 + 1 精彩帖子

总评分: 论坛币 + 5  学术水平 + 1  热心指数 + 1  信用等级 + 1   查看全部评分

使用道具

板凳
benji427 在职认证  发表于 2021-8-8 00:05:40 |只看作者 |坛友微信交流群
谢谢分享
已有 1 人评分论坛币 学术水平 热心指数 信用等级 收起 理由
slowry + 5 + 1 + 1 + 1 精彩帖子

总评分: 论坛币 + 5  学术水平 + 1  热心指数 + 1  信用等级 + 1   查看全部评分

使用道具

报纸
三重虫 发表于 2021-8-8 10:34:00 |只看作者 |坛友微信交流群
感谢分享!
已有 1 人评分论坛币 学术水平 热心指数 信用等级 收起 理由
slowry + 5 + 1 + 1 + 1 精彩帖子

总评分: 论坛币 + 5  学术水平 + 1  热心指数 + 1  信用等级 + 1   查看全部评分

使用道具

地板
newhood1 在职认证  发表于 2021-8-8 11:04:32 |只看作者 |坛友微信交流群
感谢分享!!!!!!!!!!
已有 1 人评分论坛币 学术水平 热心指数 信用等级 收起 理由
slowry + 5 + 1 + 1 + 1 精彩帖子

总评分: 论坛币 + 5  学术水平 + 1  热心指数 + 1  信用等级 + 1   查看全部评分

使用道具

7
jgtech 发表于 2021-8-8 20:07:59 |只看作者 |坛友微信交流群
感谢楼主分享
已有 1 人评分论坛币 学术水平 热心指数 信用等级 收起 理由
slowry + 5 + 1 + 1 + 1 精彩帖子

总评分: 论坛币 + 5  学术水平 + 1  热心指数 + 1  信用等级 + 1   查看全部评分

使用道具

8
myazure 发表于 2021-8-9 06:57:30 |只看作者 |坛友微信交流群
感谢楼主分享
已有 1 人评分论坛币 学术水平 热心指数 信用等级 收起 理由
slowry + 5 + 1 + 1 + 1 精彩帖子

总评分: 论坛币 + 5  学术水平 + 1  热心指数 + 1  信用等级 + 1   查看全部评分

使用道具

9
phipe 发表于 2021-8-9 08:51:30 |只看作者 |坛友微信交流群
谢谢分享
已有 1 人评分论坛币 学术水平 热心指数 信用等级 收起 理由
slowry + 5 + 1 + 1 + 1 精彩帖子

总评分: 论坛币 + 5  学术水平 + 1  热心指数 + 1  信用等级 + 1   查看全部评分

使用道具

10
Edward6206 发表于 2021-8-9 10:24:30 |只看作者 |坛友微信交流群
已有 1 人评分论坛币 学术水平 热心指数 信用等级 收起 理由
slowry + 5 + 1 + 1 + 1 精彩帖子

总评分: 论坛币 + 5  学术水平 + 1  热心指数 + 1  信用等级 + 1   查看全部评分

使用道具

您需要登录后才可以回帖 登录 | 我要注册

本版微信群
加好友,备注jr
拉您进交流群

京ICP备16021002-2号 京B2-20170662号 京公网安备 11010802022788号 论坛法律顾问:王进律师 知识产权保护声明   免责及隐私声明

GMT+8, 2024-12-24 11:30