商品描述
Artificial Intelligence for Capital Market throws light on the application of AI/ML techniques in the financial capital markets. This book discusses the challenges posed by the AI/ML techniques as these are prone to "black box" syndrome. The complexity of understanding the underlying dynamics for results generated by these methods is one of the major concerns which is highlighted in this book.
Features:
- Showcases artificial intelligence in finance service industry
- Explains credit and risk analysis
- Elaborates on cryptocurrencies and blockchain technology
- Focuses on the optimal choice of asset pricing model
- Introduces testing of market efficiency and forecasting in the Indian stock market
This book serves as a reference book for academicians, industry professionals, traders, finance managers and stock brokers. It may also be used as textbook for graduate level courses in financial services and financial analytics.
商品描述(中文翻譯)
《金融資本市場的人工智慧》闡述了人工智慧/機器學習技術在金融資本市場中的應用。本書討論了AI/ML技術所面臨的挑戰，因為這些技術容易產生「黑盒子」症候群。理解這些方法產生的結果背後的基本動力的複雜性是本書所強調的主要關注點之一。
特點：
- 展示金融服務業中的人工智慧應用
- 解釋信用和風險分析
- 詳細介紹加密貨幣和區塊鏈技術
- 著重於選擇最佳資產定價模型
- 在印度股市中介紹市場效率測試和預測
本書可作為學者、行業專業人士、交易員、金融經理和股票經紀人的參考書。它也可以作為金融服務和金融分析研究生課程的教材。
作者簡介
Syed Hasan Jafar is a Program Chair of MBA Financial Services and Area Chair of Finance at Woxsen University. He is having around 13 Years of Experience in the field of Finance and worked as a Research Analyst, Deputy Research Head, and Corporate Trainer. He comes on several national media channels as a financial expert for sharing his view on the financial market. His areas of expertise are Security Analysis, Corporate Finance, Equity and Derivative Research, and Valuation. He has taken several sessions in top universities in India and abroad. He Awarded as Best faculty of the year 2020-21 in Woxsen School of Business, Woxsen University. He conducted more than 50 Investor awareness programs across the country and was awarded the best Research Analyst several times during his corporate experience.Hemachandran Kannan has been a passionate teacher with 15 years of teaching experience and 5 years of research experience. A strong educational professional with a scientific bent of mind, highly skilled in AI & Business Analytics. After receiving a PhD in embedded systems, He started focusing on Interdisciplinary research. He served as an effective resource person at various national and international scientific conferences and also gave lectures on topics related to Artificial Intelligence. He was bestowed as Best faculty at Woxsen University in 2021-2022 and also in Ashoka Institute of Engineering & Technology in 2019 - 2020. He is having rich working experience in Natural Language Processing, Computer Vision, Building Video recommendation systems, Building Chatbots for HR policies and Education Sector, Automatic Interview processes, and Autonomous Robots. He is working on various real-time use cases and projects in collaboration with Industries such as Advertflair, LLC, Course5i and Apstek Corp. He has organized many International Conferences, Hackathons and Ideathon. He owed four patents to his credentials. He has a life membership in estimable professional bodies. An open-ended positive person who has a stupendous peer-reviewed publication record with more than 35 journals and international conference publications. His editorial skills made him include as an editorial board member in numerous reputed Scopus / sci journals.
Hani El-Chaarani is a full professor of finance. He is a financial consultant in many public and private institutions. He is a board member and financial advisor for many family firms in MENA region. He holds a Ph.D in Business Administration from the University of Bordeaux-IV (France), MSc in Business Administration from the IAE-Bordeaux (France) and MSc in Finance and Accounting from the Lebanese University. In addition, he holds a Rural and Economic Development diploma from Illinois University-USA, Excellence in Teaching diploma from Illinois University-USA and Crisis Economic Leadership Diploma from London Business School-UK. He is a charted accountant and visiting professor at various universities, research centers and international organizations. He is the head of Business School at Beirut Arab University - Lebanon. He acted as the keynote speaker and delivered professional talks on various international forums. He is leading the IBERA (International Business and Economic Research Academy). He published close to 50 scientific works in high ranked journals and international conferences. He is a reviewer in several ranked journals. His research interests include financial behavior, corporate governance, SMEs performance, blockchain, big data management.
Sairam Moturi is an Assistant Professor in Accounting and Finance area at Woxsen university. Mr. Moturi is having 10 years of work experience in Academia and Industry. He is currently pursuing his PhD in Accounting area from University of Hyderabad. His research focuses on Earnings manipulation, Rotation of Auditors and Audit Quality. Moturi is a dual post graduate with MBA (Finance & Human Resources) and Masters in Commerce focused in Accountancy and a Certified Accounting Technician by education. At Woxsen he teaches Accounting and Management Accounting courses to undergraduate and postgraduate level programs.
Neha Gupta is a Visiting Assistant Professor at Indian Institute of Management, Rohtak. Her previous association was with Woxsen School of Business, Hyderabad where she headed Case Study Centre and was a part of Institutions of Innovation Council, Ministry of Education. She has pursued her PhD in the domain of Finance from Birla Institute of Technology and Science, Pilani campus. Her research interests constitute Financial Economics, Behavioural Finance and Machine Learning.
作者簡介(中文翻譯)
Syed Hasan Jafar是Woxsen大學MBA金融服務的課程主席和金融領域的區域主席。他在金融領域擁有約13年的經驗，曾擔任研究分析師、副研究主管和企業培訓師。他作為金融專家在多個國家媒體頻道上分享他對金融市場的觀點。他的專業領域包括證券分析、企業金融、股權和衍生品研究以及估值。他在印度和國外的多所頂尖大學進行過多次講座。他在Woxsen商學院獲得了2020-21年度最佳教師獎。在他的企業經驗中，他在全國范圍內舉辦了50多個投資者宣傳活動，并多次獲得最佳研究分析師獎。
Hemachandran Kannan是一位熱情的教師，擁有15年的教學經驗和5年的研究經驗。他是一位教育專業人士，具有科學思維，擅長人工智能和商業分析。在獲得嵌入式系統博士學位后，他開始專注于跨學科研究。他在多個國家和國際科學會議上擔任有效的資源人，并就與人工智能相關的主題發表演講。他在2021-2022年被評為Woxsen大學的最佳教師，也在2019-2020年被評為Ashoka工程技術學院的最佳教師。他在自然語言處理、計算機視覺、建立視頻推薦系統、為人力資源政策和教育部門建立聊天機器人、自動面試流程和自主機器人方面擁有豐富的工作經驗。他正在與Advertflair、Course5i和Apstek Corp等行業合作進行各種實時應用案例和項目。他組織了許多國際會議、黑客松和創意馬拉松。他擁有四項專利。他是多個尊貴專業機構的終身會員。他是一個開放積極的人，擁有超過35篇期刊和國際會議論文的驚人同行評審出版記錄。他的編輯技能使他成為多個聲譽卓著的Scopus / sci期刊的編輯委員會成員。
Hani El-Chaarani是金融學的教授。他是許多公共和私營機構的金融顧問。他是中東和北非地區許多家族企業的董事會成員和財務顧問。他擁有法國波爾多第四大學的工商管理博士學位，法國波爾多IAE的工商管理碩士學位，以及黎巴嫩大學的金融和會計碩士學位。此外，他還擁有美國伊利諾伊大學的農村和經濟發展文憑，美國伊利諾伊大學的卓越教學文憑，以及倫敦商學院的危機經濟領導文憑。他是一名特許會計師，也是多所大學、研究中心和國際組織的客座教授。他是貝魯特阿拉伯大學商學院的院長。他曾擔任主題演講嘉賓，并在各種國際論壇上發表專業演講。他是國際商業和經濟研究學院的負責人。他在高排名期刊和國際會議上發表了近50篇科學論文。他是幾個排名期刊的審稿人。他的研究興趣包括金融行為、公司治理、中小企業績效、區塊鏈和大數據管理。
Sairam Moturi是Woxsen大學會計與金融領域的助理教授。Moturi在學術界和工業界擁有10年的工作經驗。他目前正在海得拉巴大學攻讀會計領域的博士學位。他的研究重點是盈餘操縱、審計師輪換和審計質量。Moturi擁有MBA（
