| Sl.No. | Title | Name of Journal | Date of Publication | Volume No/Issue No/Page No | ||||||||||||||||||||
| 1 | Detection of Forest Fire using Modified LSTM based Feature Extraction with Waterwheel Plant Optimisation Algorithm based VAE-GAN mode | International Journal of Safety and Security Engineering | 25-Mar-2024 | 14 / 2 / 329-340 | ||||||||||||||||||||
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| 2 | Stock market prediction employing ensemble methods: the Nifty50 index | International Journal of Artificial Intelligence (IJ-AI). | 15-Jan-2024 | 13 / 2 / 2049-2059 | ||||||||||||||||||||
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| 3 | Normalized Attention Neural Network with Adaptive Feature Recalibration for Detecting the Unusual Activities Using Video Surveillance Camera | International Journal of Safety and Security Engineering | 11-Jan-2023 | 13 / 1 / 51-58 | ||||||||||||||||||||
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| 4 | Twitter sentiment analysis on online food services based on elephant herd optimization with hybrid deep learning technique | Cluster Computing | 26-Nov-2022 | / / - | ||||||||||||||||||||
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| 5 | Analysis of Nifty 50 index stock market trends using hybrid machine learning model in quantum finance | International Journal of Electrical and Computer Engineering | 01-Oct-2022 | 13 / 3 / 3549-3560 | ||||||||||||||||||||
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| 6 | Deep Learning for Stock Market Index Price Movement Forecasting Using Improved Technical Analysis | International Journal of Intelligent Engineering and Systems (IJIES) | 24-Jun-2021 | / / - | ||||||||||||||||||||
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| Sl.No. | Title | URL | Subject | Month Year |
| 1 | http://manjunathc.blogspot.in/ | http://manjunathc.blogspot.in/ | Engineering |
| Sl.No. | Type of Program | Role | Name of Program | Title of Paper | Date | Organising Institution | Level |
| 1 | Seminar | Participant | Innovations and IPR | 08/01/2024 | Christ University | National | |
| 2 | Seminar | Participant | Research Publication Ethics | 11/08/2023 | Christ University | Institutional | |
| 3 | Conference | Participant | 2nd Congress on Intelligent Systems (CIS 2021) | Forecasting stock market indexes through machine learning using technical analysis indicators and DWT | 04/09/2021 | Christ University | International |
| 4 | Conference | Coordinator | 2nd Congress on Intelligent Systems (CIS 2021) | 04/09/2021 | Christ University | International | |
| 5 | Conference | Coordinator | 2nd Congress on Intelligent Systems (CIS 2021) | 04/09/2021 | Christ University | International | |
| 6 | Conference | Presenter | 2nd Congress on Intelligent Systems (CIS 2021) | Forecasting stock market indexes through machine learning using technical analysis indicators and DWT | 04/09/2021 | Christ University | International |
| 7 | Conference | Participant | International Seminar on Machine Intelligence | 05/12/2020 | Christ University | International | |
| 8 | Conference | Co-presenter | International Seminar on Machine Intelligence | 05/12/2020 | Christ University | International | |
| 9 | Symposium | Participant | International Symposium On Current Trends In Research and Innovation(ISCRTI 20) | 25/07/2020 | Christ University | International | |
| 10 | Conference | Presenter | SMART COM 2020 -International conference on Smart, Machine Intelligence and Real-Time Computing): | A Review of Stock Market Analysis Approaches and Forecasting Techniques | 26/06/2020 | G.B. Pant Institute of Engineering & Technology | International |
| 11 | Conference | Co-presenter | IconDSC 19 | 01/03/2019 | Christ University | International | |
| 12 | Seminar | Participant | NCCOCE | 17/02/2017 | Christ University | Institutional | |
| 13 | Participant | Cloud Infrastructure By CONVRGD | Cloud Infrastructure By CONVRGD | - | Computer Society of India | National |
| Sl.No. | Title of the Program | Name of the Program | Date | Name of the Institution |
| 1 | Database Connectivity Using ASP | 01/11/2016 | Christ Junior College(IBDP) | |
| 2 | Opportunities in Cyber Security | Talk on Opportunities in Cyber Security | 09/03/2016 | Christ University |
| Sl.No. | Title | Guide Name | Institution | Month Year |
| 1 | A Comprehensive Model For Forecasting The Nifty50 Index Using Machine And Deep Learning Methodology With Reference To National Stock Exchange | Dr BALAMURUGAN M |
| Sl.No. | Name of the Workshop/FDP/Training programme | Name of Oraganiser | Level | Date |
| 1 | Elevating Data Analytics through AI and AWS | CHRIST - Department of CSE | 29/01/2024 | |
| 2 | Deep Learning Case Studies | TCS | International | 25/10/2023 |
| 3 | Faculty Development Program on UI/UX offered by L&T EduTech | CHRIST | Institutional | 13/06/2023 |
| 4 | Research Applications in AI & ML | Dr.N.S.A.M First Grade College | National | 20/02/2023 |
| 5 | Getting Started in Google Analytics | Coursera | International | 19/11/2021 |
| 6 | Analyze Website Visitors with Google Analytics Segments | Coursera | International | 19/11/2021 |
| 7 | Introductory Data Science and Deep Learning | ATAL - Introductory Data Science and Deep Learning | International | 16/09/2021 |
| 8 | FDP on Artificial Intelligence and Machine Learning | CHRIST-CSE | Institutional | 02/09/2021 |
| 9 | Online Training Programme on Financial Modeling & Valuation | NSE | International | 17/08/2021 |
| 10 | Quantum Computing | AICTE Training And Learning (ATAL) Academy | International | 21/06/2021 |
| 11 | FDP - 1 - Preferred Future: Ideas and Strategies | entre for Education Beyond Curriculum (CEDBEC) and HRDC | Institutional | 16/06/2021 |
| 12 | Fundamentals of Econometrics & Panel Data Analysis | Nodal Office, CHRIST [Deemed to be University] | National | 17/04/2021 |
| 13 | Microsoft AI Classroom Series | Microsoft/future Skills | 10/03/2021 | |
| 14 | Quantum Inspired Computational Intelligence Based Image Analysis | Department of CSE,SoET | Institutional | 27/02/2021 |
| 15 | Information and Network Security Challenges and Solutions Using Artificial Intelligence Approach | Cochin University of Science and Technology | International | 14/12/2020 |
| 16 | MATLAB and Optimization Techniques for Researchers | School of Engineering and Technology, CHRIST(Deemed to be University) | 28/11/2020 | |
| 17 | Artificial Intelligence & Machine Learning(Beginner) | Dept. of Computer Science and Engineering Under the deanery of School of Engineering and Technology | Institutional | 07/09/2020 |
| 18 | Artificial Intelligence & Machine Learning(Beginner) | CHRIST(Deemed to be university) | Institutional | 06/09/2020 |
| 19 | Conversational Interface- the Next Gen User Experience | CHRIST(Deemed to be University) | 18/08/2020 | |
| 20 | ArchitectinDž DigitaǍ TransformatioǏ JourneǗ of Largǂ Enterpriseǒ | Department of Computer Science and Engineering | 07/08/2020 | |
| 21 | Deep Learning and its Applications using TensorFlow and Keras | R.M.K Engineering College | National | 03/08/2020 |
| 22 | Dealing with Mental and Emotional Stress during COVID19: Lessons from Scriptures | Department of Sciences and Humanities, Kengeri Campus | International | 23/07/2020 |
| 23 | SELECTION OF FINANCIAL ECONOMETRIC TOOLS | Department of Commerce | 18/07/2020 | |
| 24 | Statistical Analysis Using R | School of Business and Management | 13/07/2020 | |
| 25 | Current Trends in Machine Learning with Python ? A Hands-on Approach | Dayananda Sagar University | National | 06/07/2020 |
| 26 | Technology and Business in Current Scenario | Department of Computer Science and Engineering in association with IEEE Bangalore Section | 26/06/2020 | |
| 27 | Entrepreneurship Opportunities in Indian Stock Market | AGNEL INSTITUTE OF TECHNOLOGY & DESGIN | 12/06/2020 | |
| 28 | 2 Day FDP Next Generation Class room teaching | CHRIST(Deemed to be University) | Institutional | 10/06/2020 |
| 29 | ML & AI Using Covid-19 Virus Data Analysis | Finland Labs (A Unit of Revert Technology Pvt. Ltd.) In Association with National Social Summit (NSS) - IIT Roorkee | National | 29/04/2020 |
| 30 | Programming for Everybody (Getting Started with Python) | Coursera | International | 26/04/2020 |
| 31 | Online Teaching | CHRIST (Deemed to be University) | 22/04/2020 | |
| 32 | Foundational Artificial Intelligence | Skill Up Online | International | 19/04/2020 |
| 33 | Robotic Process Automation: Basics and Beyond | SkyCampus - ICT Acadamy | 10/04/2020 | |
| 34 | Cloud Application Development | CHRIST(Deemed to be University) | Institutional | 13/03/2020 |
| 35 | Teaching Pedagogy and Evaluation Process in OBE | CHRIST | 20/05/2019 | |
| 36 | IconDsc 19 | CHRIST(Deemed To Be University) | International | 01/03/2019 |
| 37 | Basic Awareness of Electrical System and Impact of Information Technology | CHRIST UNIVERSITY | Institutional | 15/02/2019 |
| 38 | Author Workshop | CHRIST(Deemed To Be University) | Institutional | 12/06/2018 |
| 39 | Research Tools and Mega Trends | CHRIST(Deemed To Be University) | 21/05/2018 | |
| 40 | Summer Workshop on Data Analysis Using Python | CHRIST(Deemed To Be University) | Institutional | 17/04/2018 |
| 41 | Design Thinking Workshop | Computer Science | Institutional | 05/01/2018 |
| 42 | Cloud Computing | NPTEL | 01/08/2017 | |
| 43 | web programming using open source tools | Christ University | Institutional | 25/01/2016 |
| 44 | Christ University | Institutional | 20/11/2015 |
| Sl.No. | Name of the Awards/Achievements/Others | Description | Organisation | Month/ Year |
| 1 | NPTEL Online Certification | Data Science for Engineers | NPTEL | 01 June 2018 |
| 2 | Introduction to Digital Forensics tools with demo | Introduction to Digital Forensics tools with demo | CySeck(Cyber Security Karnataka) | 17 February 2021 |
| 3 | Microsoft AI Classroom Series | Microsoft AI Classroom Series | Microsoft/future skills | 10 March 2021 |
| 4 | Data Science for Engineers | NPTEL Online Certification | NPTEL Online Certification - IIT Madras | 20 March 2018 |
| 5 | Appreciation for being a Reviewer | Reviewer, IDSCS 2023 at 4 th International Conference on Data Science, Computation and Security (IDSCS-23) Organised by the CHRIST (Deemed to be University), Kengeri Campus, Bangalore in technical association with Symbiosis University of Applied Sciences, Indore, and The Tejas Scientific Researcher Foundation, India from November 02-04, 2023. | CHRIST (Deemed to be University), Kengeri Campus | 04 November 2023 |
| 6 | Appreciation for being a Reviewer | 7th IEEE International Conference on Computational Systems and Information Technology for Sustainable Solutions CSITSS - 2023 organized by RV College of Engineering, Bengaluru in association with Florida International University, Miami, USA and technically co-sponsored by IEEE Bangalore Section as a REVIEWER , conducted during 2nd to 4th November, 2023 | RVCE | 04 November 2023 |
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