Dr NATCHIMUTHU N
MCom, MPhil, PhD
ASSOCIATE PROFESSOR
Articles in Journals
Sl.No. Title Name of Journal / Vol. No. / Issue No. / Page Nos ISSN No. Date Published
1 Is gold price volatility leveraged in India? Academy of accounting and financial studies journal / 21 / 3 / 1 - 10 1096-3685, 1528-2635 03-Nov-2017
2 Calendar Anomalies In The Indian Stock Markets: Monsoon Effect Academy of Accounting and Financial Studies Journal / 23 / 2 / 1 - 10 1096-3685, 1528-2635 23-Mar-2019
3 Stock Market Sensitivity to Macreconomic Factors: Evidence from China and India Asian Economic and Financial Review / 10 / 2 / 146 - 159 2222-6737 12-Feb-2020
4 Is there spill-over effect among metals? International Journal of Advanced Science and Technology / 29 / 2 / 72 - 80 2005-4238, 2207-6360 13-Jan-2020
5 Return and volatility spillover between India, UK, USA and European stock markets: The Brexit impact Investment Management and Financial Innovations / 19 / 1 / 121 - 134 1810-4967, 1812-9358 01-Feb-2022
6 Ethical Tenets of Stock Price Prediction Using Machine Learning Techniques: A Sustainable Approach ECS Transactions / 107 / 1 / 137 - 150 1938-5862, 1938-6737 04-May-2022
7 Impact of Brexit on bond yields and volatility spillover across France, Germany, UK, USA, and India?s debt markets Investment Management and Financial Innovations / 19 / 3 / 189 - 202 1810-4967, 1812-9358 29-Aug-2022
8 Are there bubbles in sectoral indices? Evidence from national stock exchange Cogent Economics and Finance / 10 / 1 / - 2332-2039 18-Nov-2022
9 Did Russia's Invasion of Ukraine Induce Herding Behavior in Indian Stock Market? Theoretical and Practical Research in the Economic Fields / 14 / 2 / 484 - 498 2068-7710 20-Dec-2023
10 Machine Learning in Financial Distress: A Scoping Review International Research Journal of Multidisciplinary Scope (IRJMS) / 5 / 3 / 457 - 474 2582-631X 30-Jul-2024
11 An empirical analysis of the antecedents and barriers to adopting robo-advisors for investment management among Indian investors Macroeconomics and Finance in Emerging Market Economies / / / - 1752-0851 01-May-2024
12 Is gold price volatility leveraged in India? Academy of accounting and financial studies journal / 21 / 3 / 1 - 10 1096-3685 03-Nov-2017
13 Bubble dynamics: Understanding the development trajectory of the cryptocurrency market through its bubble periods Multidisciplinary Reviews / 9 / 3 / - 2595-3982 27-Aug-2025
Books/ Book Chapter/Case Study
Sl.No. Title Author Names(s) ISBN No. Month Year
1 Proceedings of 5th International Conference on Contemporary Computing and Informatics, IC3I 2022 NATCHIMUTHU N 979-8-3503-9826-7 /
2 Digital Technologies, Ethics, and Decentralization in the Digital Era NATCHIMUTHU N,AMIT MITTAL, BABITA SINGLA, BALRAJ VERMA, THERESA SIBY, U. SIDHI MENON 9798369317624 /
3 Business Intelligence and Data Analytics, Smart Innovation, Systems and Technologies 413 NATCHIMUTHU N,ALAY P,CHANDRA PANDEY A, VERMA A. 978-981977716-7 /
4 Concept Theories and Management of Cryptocurrencies NATCHIMUTHU N,NIDHIYA MARIA THOMAS,TOMÉ, EDUARDO 979-836935988-4, 979-836935986-0 /
5 Navigating the future of finance in the age of AI NATCHIMUTHU N,HUSSAIN GOUSIYA, IQBAL JAVAID, MASOODI FAHEEM SYEED, PANDOW BILAL AHMAD 979-836934383-8, 979-836934382-1 /
6 Studies in Systems, Decision and Control NATCHIMUTHU N,NIDHIYA MARIA THOMAS,JANUSZ KACPRZYK /
Participation in Seminars/Conferences/Symposium
Sl.No. Name of the Conference /Seminar /Symposium Type of Program Title of the Article Role Venue/Place Date
1 SEMINARS A study into the trends in foreign institutional investments (FII) and its impact on Indian stock market prices PRESENTER) bangalore 20/09/2013
2 Role of Educators in Developing entrepreneurial st Role of Educators in Developing entrepreneurial st PARTICIPANT) JAIN UNIVERSITY, Bangalore 16/09/2013
3 Implications on constitutional amendment of GST on Implications on constitutional amendment of GST on PARTICIPANT) Federation of Karnataka Chambers of Commerce & Industry 23/02/2015
4 CONFERENCES Forecasting Indian stock prices and volumes using Google trends data PRESENTER) 11/06/2015
5 Skill Development in Higher Education for Academic Skill Development in Higher Education for Academic PARTICIPANT) Centre for Research - Projects and centre for education beyond curriculum, Christ University 11/06/2015
6 National conference on "Fintech eco system - Transformation and Market dynamics" CONFERENCES Impact of US Gold price in India and its volatility effect PRESENTER) St Joseph College of CommerceBengaluru 02/02/2018
7 GLOGIFT 2018 Conference CONFERENCES Estimation Of Volatility Spill-Over Effect Among The Precious Metals PRESENTER) Indian Institute of Management Lucknow & Global Institute of Flexible Systems ManagementLucknow 18/12/2018
8 12 International conference on 'Future of Business - Industrial Revolution 4.0' CONFERENCES Ramadan Effect in the returns and volatility of shariah compliant stocks in India PRESENTER) Kristu JayantiBangalore 15/02/2019
9 3 International conference on "Emerging global trends in Accounting, Finance and Taxation" CONFERENCES Analysis of Volatility spill-over effect among major currencies : US dollars, Euro and Yen PRESENTER) Jain Deemed to be UniversityBangalore 27/02/2019
10 Leadership Development Seminar SEMINARS PARTICIPANT) CHRIST (Deemed to be University) 09/10/2019
11 Seminar on Pathway to Excellence SEMINARS PARTICIPANT) CHRIST (Deemed to be University) 16/02/2019
12 International conference on "Harmonizing People Planet and Profits - Sustainable strategies and Ethical Considerations in the 21 st Century" CONFERENCES ) Bangalore 20/01/2020
13 6th International Conference on Management, Accounting, Banking, Economics and Business Research for sustainable development CONFERENCES Return and volatility spill over among UK, USA, and Indian gold spot market: The Brexit impact PRESENTER) BS Abdur Rahman Crescent Institute of Science and TechnologyChennai 01/03/2023
14 International Conference on ?Emerging Trends in Business & Management- A Lookout for Multidisciplinary Approach for Sustainable Growth CONFERENCES Cross market return spillover from bond market to gold : The Brexit impact PRESENTER) Royal Global University, AssamAssam 16/06/2023
15 International Finance And Accounting Conference Ifac-2023 CONFERENCES Assessing the Performance of Tree-Based Algorithms for Predicting Financial Distress in India PRESENTER) INDIAN INSTITUTE OF MANAGEMENT - JAMMUJAMMU 08/09/2023
16 International conference on sustainable advanced computing CONFERENCES Predicting Financial Distress an AI-driven Approach ) Bangalore 22/03/2024
17 Two Day International Conference on "Emerging Trends in FinTech: Opportunities and challenges" CONFERENCES Harnessing Artificial Intelligence: The Future of Finance with AI and Machine Learning KEYNOTE_SPEAKER) Department of Professional Studies, St Joseph's College, DevagiriKozhikode 28/11/2024
18 Two Days International Conference on Emerging Business Models: India and the New World Order CONFERENCES A Bibliometric Analysis of Research Trends in Artificial Intelligence Impact on Jobs PRESENTER) Mar Ivanios College (Autonomous), Thiruvananthapuram 31/01/2025
19 DEVAGIRI - AIMA International Business Conclave CONFERENCES Headway of Contemporary Enhancement in Higher Education Through Mobile Applications - A Systematic Review PRESENTER) St. Joseph's College (Autonomous)Devagiri, Kozhikode 19/02/2025
20 International Conference on "The Infinite loop from disruption to design rethinking how business, technology, and humanity evolve together" CONFERENCES How Emotions shape sustainable consumer behaviour: A Comprehensive literature review PRESENTER) SRM Institute of Science & Technology, ChennaiChennai 09/01/2026
MPhil/PhD Guided/Adjudicated
Sl.No. Title Name of Student Institution Role Status Month Year
1 Stock and Futures prediction through Machine learning algorithms ALAN GEORGE Christ University SUPERVISOR Ongoing January 2021
2 Corporate Financial Prediction through Machine learning models ALAY P Christ University SUPERVISOR Ongoing August 2020
3 Innovation and Financial Performance in India; a cross sector analysis Nair Shreya Sunil Christ University SUPERVISOR Ongoing June 2020
4 Analysis of volatility spillover between USA, European stock markets and Indian stock market Sangeetha G Nagarakatte Christ University SUPERVISOR Ongoing September 2019
5 HERDING BEHAVIOUR AND BUBBLE DETECTION: AN EMPIRICAL STUDY OF MAJOR EVENTS IN THE INDIAN STOCK MARKET TABASSUM Christ University SUPERVISOR Awarded August 2025
6 INNOVATION AND FINANCIAL PERFORMANCE IN INDIA: A CROSS SECTOR ANALYSIS NAIR SHREYA SUNIL Christ University SUPERVISOR Ongoing August 2020
7 Price Prediction, Bubble Forecast and Spillover Effect in the Crypto Market NIDHIYA MARIA THOMAS Christ University SUPERVISOR Ongoing July 2022
8 THE IMPACT OF THE BREXIT VOTE ON RETURN AND VOLATILITY SPILLOVER IN STOCK, BOND, AND GOLD MARKETS OF SELECTED COUNTRIES SANGEETHA G NAGARAKATTE Christ University SUPERVISOR Awarded August 2025
9 FINANCIAL DISTRESS PREDICTION IN INDIAN COMPANIES USING MACHINE LEARNING MODELS ALAY P Christ University SUPERVISOR Ongoing July 2022
10 Herding Behaviour and Bubble Detection: An Empirical Study of Major Events in the Indian Stock Market Tabassum Christ University SUPERVISOR Notification Issued September 2025
11 The Impact of the Brexit Vote on Return and Volatility Spillover in Stock, Bond, and Gold Markets of Selected Countries Sangeetha G Nagarakatte Christ University SUPERVISOR Notification Issued September 2025
12 Influence of Innovation on Financial Performance: Evidence from Indian Companies Ms Nair Shreya Sunil Christ University SUPERVISOR Notification Issued
Patents
Sl.No. Title of Invention Inventor(s) Filing Date
1 Management of Innovation and its Impact on the Performance of Corporate Sectors NATCHIMUTHU N 27-Jan-2023
2 AI-based Early Warning System for Crypto Bubble Detection Using LSTM with Market Indicators and LPPL NATCHIMUTHU N, NIDHIYA MARIA THOMAS 11-Jul-2025
3 ORDINAL FDSI USING TIME TO FAILURE BASED MULTI CLASS PREDICTION WITH QUADRATIC PENALTY ENFORCEMENT ALAY P, NATCHIMUTHU N 08-Apr-2026
4 DL-BASED DYNAMIC INVESTMENT AND VOLATILITY TRIGGERED ETHICAL HEDGING PREDICTION FOR RETAIL INVESTORS NATCHIMUTHU N 27-Apr-2026
Research Project
Sl.No. Name of the Research Project Investigator(s) Sponsors Internal/External
1 Tech4All Enabling persons with disabilities for a career in Financial, Accounting and Banking THERESA NITHILA VINCENT,ANUSHA SRINIVASAN IYER,ARUNA P,GIRISH S,HARESH R,KRISHNA PRASATH S,LAKSHMI B,MYNAVATHI L,NATCHIMUTHU N,RAGHUNANDAN G,SUNIL M P Cheshire Disability Trust, Bangalore External
2 Evaluation of the Construction Workers Welfare Cess Collection process and mechanism to revamp and improve efficiency. THERESA NITHILA VINCENT,GIRISH S,NATCHIMUTHU N LABOUR DEPARTMENT, GOVERNMENT OF KARNATAKA External
Workshop/FDP/Training programme
Sl.No. Name of the Workshop/FDP/Training programme Name of Organiser Level Role Date
1 Workshop on Panel Data Regression: An Insight into Fixed Effect and Random Effect Model Department of Commerce, St Joseph's University, Bengaluru, St Joseph's University, Bengaluru Invited Resource Person/Trainer 01/09/2026
2 Faculty Development Programme on "Education Beyond Tomorrow" Christ College, Jagdalpur- Chhattisgarh, Christ College, Jagdalpur - Chhattisgarh Invited Resource Person/Trainer 07/08/2026
3 5 Day FDP on Econometric Analysis School of Management Studies, REVA University,Bengaluru, REVA University, Bengaluru Invited Resource Person/Trainer 22/07/2026
4 Faculty Development Programme Human Resource Development Centre,  Participant 07/05/2026
5 Gen AI: Beyond the Chatbot Google Cloud, Google Cloud Participant 21/03/2026
6 Three Day Quality Improvement Programme on Strategies for enhancing classroom engagement Department of Commerce,  Participant 11/03/2026
7 One-day training on Assessment Strategies Teaching Learning Enhancement Cell,  Participant 03/03/2026
8 Build RAG Applications: Get Started IBM, IBM Participant 18/02/2026
9 Develop Generative AI Applications: Get Started IBM, IBM Participant 02/02/2026
10 Python Case Study - Sentiment Analysis Coursera, Coursera Participant 30/01/2026
11 NLP: Twitter Sentiment Analysis Coursera, Coursera Participant 28/01/2026
12 Five-Day Faculty Development Programme on Innovative Andragogical Strategies for Active Teaching and Learning Department of Commerce,  Participant 27/10/2025
13 Applied Econometrics for Business and Management Research" Faculty & Staff Development Centre, Somaiya Vidyavihar University, Mumbai, Somaiya Vidyavihar University, Mumbai National Invited Resource Person/Trainer 06/10/2025
14 Using Machine Learning in Trading and Finance New York Institute of Finance and Google Cloud , New York Institute of Finance and Google Cloud International Participant 01/10/2025
15 Introduction to Quantitative Data Analysis Department of Commerce, CHRIST (Deemed to be University),  Institutional Invited Resource Person/Trainer 09/09/2025
16 Introduction to Trading, Machine Learning & GCP Google Cloud and New York Institute of Finance , Google Cloud and New York Institute of Finance International Participant 29/08/2025
17 AI Capstone Project with Deep Learning IBM and Coursera, IBM and Coursera International Participant 01/06/2025
18 Deep Learning with Keras and Tensorflow IBM and Coursera, IBM and Coursera International Participant 10/05/2025
19 Introduction to Neural Networks and PyTorch IBM and Coursera, IBM and Coursera International Participant 13/04/2025
20 Introduction to Computer Vision and Image Processing IBM and Coursera, IBM and Coursera International Participant 01/04/2025
21 Introduction to Deep Learning & Neural Networks with Keras IBM and Coursera, IBM and Coursera International Participant 08/03/2025
22 IBM AI Engineering Professional Certificate IBM, IBM International Participant 02/02/2025
23 Online Seven Days National Level Experiential Workshop on Research Methodology Research Centre - St Joseph's College of Commerce, Bangalore , St Joseph's College of Commerce, Bangalore National Invited Resource Person/Trainer 06/12/2024
24 Applied Data Science Capstone IBM and COURSERA , IBM and COURSERA International Participant 08/09/2024
25 Machine Learning with Python (with Honours) IBM and COURSERA , IBM and COURSERA International Participant 18/08/2024
26 Data Visualization with Python IBM and COURSERA , IBM and COURSERA International Participant 11/08/2024
27 Data Analysis with Python IBM and COURSERA , IBM and COURSERA International Participant 28/07/2024
28 Databases and SQL for Data Science with Python IBM and COURSERA , IBM and COURSERA International Participant 07/07/2024
29 Data Science Methodology IBM and COURSERA , IBM and COURSERA International Participant 01/07/2024
30 Python Project for Data Science IBM and COURSERA , IBM and COURSERA International Participant 24/06/2024
31 Tools for Data Science IBM and COURSERA , IBM and COURSERA International Participant 16/06/2024
32 Getting Started with Power BI Desktop COURSERA , COURSERA International Participant 06/06/2024
33 Build an Income Statement Dashboard in Power BI COURSERA , COURSERA International Participant 05/06/2024
34 IBM Data Science Professional Certificate IBM, IBM International Participant 01/06/2024
35 Python for Data Science, AI & Development COURSERA and IBM, COURSERA and IBM International Participant 01/06/2024
36 What is Data Science? COURSERA and IBM,  International Participant 20/05/2024
37 Data Visualization with Tableau COURSERA and TABLEAU, COURSERA AND TABLEAU International Participant 20/05/2024
38 Scaffolding Adult Learning Through Learner-Centered Approach? Teaching Learning Enhancement Cell (TLEC),  Institutional Participant 01/03/2024
39 Econometrics analysis using E-views St Joseph's College of Commerce, Bangalore, St Joseph's College of Commerce, Bangalore Institutional Invited Resource Person/Trainer 23/02/2024
40 Deep Learning with PyTorch : Image Segmentation Coursera , Coursera International Participant 15/03/2023
41 Tweet Emotion Recognition with TensorFlow Coursera , Coursera International Participant 12/03/2023
42 Fine Tune BERT for Text Classification with TensorFlow Coursera , Coursera International Participant 02/03/2023
43 Curriculum Design and Revision with specific focus on OBE Staff Development college, CU,  Institutional Participant 05/12/2022
44 International Faculty Development Programme (FDP) on ?The Art of Doing Research" Jyothi Engineering College, Thrissur, India, CHRIST (Deemed to be University), Bangalore, India and Pelita Bangsa University, Indonesia, Jyothi Engineering College,CHRIST(University), PBU International Participant 12/07/2021
45 Machine Learning Algorithms: Supervised Learning Tip to Tail COURSERA, Alberta Machine Intelligence Institute International Participant 01/07/2021
46 Orientation on ?Application of Statistical Tools for Research Projects? Research Promotion Cell - Christ Academy Institute for Advanced Studies, Christ Academy Institute for Advanced Studies Invited Resource Person/Trainer 30/05/2021
47 Quality Improvement Programme on Hybrid Teaching Staff Development College, CHRIST (Deemed to be University),  Presenter 02/03/2021
48 Machine Learning Explainability Kaggle, Kaggle International Participant 10/12/2020
49 Intermediate Machine Learning KAGGLE, KAGGLE International Participant 05/12/2020
50 Intro to Deep Learning KAGGLE, KAGGLE International Participant 22/11/2020
51 Predict Gas Guzzlers using a Neural Net Model on the MPG Data Set COURSERA, COURSERA PROJECT NETWORK International Participant 13/09/2020
52 Explainable Machine Learning with LIME and H2O in R COURSERA, COURSERA Project Network International Participant 12/09/2020
53 Predictive Analytics for Business with H2O in R COURSERA, COURSERA Project Network International Participant 08/09/2020
54 Sequences, Time Series and Prediction COURSERA, DEEPLEARNING.AI International Participant 06/09/2020
55 Predicting House Prices with Regression using TensorFlow Coursera , Coursera Project network International Participant 14/08/2020
56 Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning COURSERA, DEEPLEARNING.AI International Participant 02/08/2020
57 Research Toolkit Webinar series -session I Department of Commerce, CHRIST (Deemed to be University),  National Invited Resource Person/Trainer 18/07/2020
58 Build Data Analysis tools using R and DPLYR Coursera , Coursera Project network International Participant 15/07/2020
59 Build Data Analysis and Transformation Skills in R using DPLYR Coursera, Coursera Project network International Participant 15/07/2020
60 Intro to Time Series Analysis in R Coursera , Coursera Project network International Participant 14/07/2020
61 Create Technical Stock Charts Using R and Quantmod Coursera , Coursera Project network International Participant 13/07/2020
62 Data Analytics: Scraping Data using Hadley Wickam's Rvest package in R COURSERA, COURSERA Project Network International Participant 12/07/2020
63 Analyze Stock Data using R and Quantmod Package Coursera , Coursera Project network International Participant 12/07/2020
64 Application of Econometrics in Business Research The School of Business and Management ,  National Invited Resource Person/Trainer 23/06/2020
65 Online Workshop on Application of Econometrics in Business Research School of Business and Management, CHRIST (Deemed to be University),  National Invited Resource Person/Trainer 23/06/2020
66 Python and Statistics for Financial Analysis Coursera , The Hong Kong University of Science and Technology International Participant 01/06/2020
67 Capstone: Retrieving, Processing, and Visualizing Data with Python (With Honors) Coursera, University of Michigan International Participant 25/05/2020
68 Using Databases with Python Coursera , University of Michigan International Participant 10/05/2020
69 Using Python to Access Web Data Coursera , University of Michigan International Participant 27/04/2020
70 Python Data Structures Coursera , University of Michigan International Participant 15/04/2020
71 Learning To Teach Online , University of New South Wales International Participant 12/04/2020
72 Programming for Everybody (Getting Started with Python) COURSERA , University of Michigan International Participant 12/04/2020
73 Faculty Developement Programme on Research Capacity building Loyola Degree College, Bangalore ,  Regional Invited Resource Person/Trainer 24/08/2019
74 Quality Improvement Program on Innovative Pedagogic Practices, Research and Consultancy Academic Staff College - CHRIST (Deemed to be University),  Participant 20/05/2019
75 Pre conference workshop on Data analysis using Eviews Deanery of commerce and Management, CHRIST (Deemed to be University),  International Invited Resource Person/Trainer 05/02/2019
76 Half day Academic Administrative Processes Training Praveen Kenneth Chair on Leadership,  Institutional Participant 07/01/2019
77 National Workshop on Data Analysis CENTRE FOR ADVANCED RESEARCH AND TRAINING ,  National Invited Resource Person/Trainer 25/10/2018
78 Quality improvement programme CU Academic staff College,  Participant 27/10/2017
79 IMA Train the Trainer Institute of Management Accountants USA, Institute of Management Accountants USA National Participant 17/07/2017
80 Quality improvement programme CU Academic Staff College,  Organiser & Presenter 17/05/2017
81 HED training TQMS, Christ University,  Institutional Participant & Presenter 28/10/2016
82 National Level Workshop on Data analysis Centre for Advanced Research and Training, Christ University,  National Presenter 24/10/2016
83 RESEARCH AND PUBLICATION CU Academic Staff College,  Institutional Participant 23/09/2016
84 HED training TQMS, Christ University,  Institutional Participant & Presenter 31/05/2016
85 Paradigms in research CU Academic Staff College ,  Participant 30/09/2015
86 Transitions in concepts & Practices in commerce and management Christ University Academic staff college,  Participant 14/03/2015
87 Routledge Editorial Workshop 2014 Taylor & Francis India,  Institutional Participant 25/09/2014
88 Quality Improvement Program on "Contemporary Developments in Commerce and Business" Christ University Academic Staff College,  Participant 18/03/2014
89 SAP 01-End User Course Christ university & Clock Work Academy,  Institutional Participant 05/08/2013
90 Workshop on Application of MS Excel in commerce and research Jain University, Bangalore, Jain University Institutional Participant 21/01/2013
91 Faculty Development Program Centre for Research in Social Sciences and Education, Jain University, Bangalore, Jain University Institutional Participant 19/11/2012
92 Faculty Development program Jain University & Stock market Institute, Bangalore, Jain University Institutional Participant 10/09/2012
93 Faculty Development Program Jain University, Bangalore, Jain University Institutional Participant 09/07/2012
94 Faculty Development Program Jain University, Bangalore, Jain University Institutional Participant 06/09/2011
Awards/Achievements/Others
Sl.No. Name of the Awards/Achievements/Others Description Organisation Month/ Year
1 Crafting an Effective Writer : Tools of the trade - Coursera An Online certificate course offered by Coursera in Association with MT.SAN JACINTO COLLEGE MT. SAN JACINTO COLLEGE 30 September 2014
2 The Language and Tools of Financial Analysis - coursera Grade Achieved: 97.4% with Distinction The University of Melbourne 10 March 2016