| Sl.No. | Title | Name of Journal | Date of Publication | Volume No/Issue No/Page No | ||||||||||||||||||||
| 1 | Advancements in Deep Learning Techniques for Potato Leaf Disease Identification Using SAM-CNNet Classification | Ingenierie des Systemes d'Information | 24-Oct-2024 | 29 / 5 / 2021-2030 | ||||||||||||||||||||
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| 2 | Aspect based sentiment analysis using a novel ensemble deep network | IAES International Journal of Artificial Intelligence | 01-Jun-2024 | 13 / 2 / 1668-1678 | ||||||||||||||||||||
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| 3 | Aspect based sentiment analysis using fine-tuned BERT model with deep context features | IAES International Journal of Artificial Intelligence | 01-Jun-2024 | 13 / 2 / 1250-1261 | ||||||||||||||||||||
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| 4 | 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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| 5 | An Intrusion Detection Model Based on Hybridization of S-ROA in Deep Learning Model for MANET | Iranian Journal of Science and Technology - Transactions of Electrical Engineering | 19-Jan-2024 | 48 / 1 / 1-12 | ||||||||||||||||||||
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| 6 | Classification of HHO-based Machine Learning Techniques for Clone Attack Detection in WSN | International Journal of Computer Network and Information Security | 08-Dec-2023 | 15 / 6 / 1-15 | ||||||||||||||||||||
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| 7 | Plant Leaf Disease Classification Using Optimal Tuned Hybrid LSTM-CNN Model | SN Computer Science | 16-Sep-2023 | 710 / 4 / 1-17 | ||||||||||||||||||||
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| 8 | Prediction of DDoS attacks in agriculture 4.0 with the help of prairie dog optimization algorithm with IDSNet | Scientific Reports | 16-Sep-2023 | 13 / / 1-13 | ||||||||||||||||||||
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| 9 | An efficient load balancing in cloud computing using hybrid Harris hawks optimization and cuckoo search algorithm | International Journal of Advanced Technology and Engineering Exploration | 22-Aug-2023 | 10 / 105 / 1050-1062 | ||||||||||||||||||||
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| 10 | Sensitive crop leaf disease prediction based on computer vision techniques with handcrafted features | International Journal of Systems Assurance Engineering and Management | 19-Jul-2023 | 14 / / 1-32 | ||||||||||||||||||||
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| 11 | Classification of a New-Born Infant?s Jaundice Symptoms Using a Binary Spring Search Algorithm with Machine Learning | Revue d'Intelligence Artificielle | 31-Mar-2023 | 37 / 2 / 257-265 | ||||||||||||||||||||
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| 12 | 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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| 13 | Balancing module in evolutionary optimization and Deep Reinforcement Learning for multi-path selection in Software Defined Networks | Physical Communication | 24-Nov-2022 | 56 / / 1-10 | ||||||||||||||||||||
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| 14 | Dirichlet Feature Embedding with Adaptive Long Short-Term Memory Model for Intrusion Detection System | Journal of System and Management Sciences | 01-Aug-2022 | 12 / 4 / 398-412 | ||||||||||||||||||||
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| 15 | Enhanced radial basis function neural network for tomato plant disease leaf image segmentation | Ecological Informatics (ScienceDirect Q1 Journal) | 25-Jul-2022 | 70 / / 1-19 | ||||||||||||||||||||
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| 16 | A Big Data Analysis Using Fuzzy Deep Convolution Network Based Model for Heart Disease Classification | The International Journal of Intelligent Engineering and Systems | 30-Apr-2021 | 14 / 2 / 147-156 | ||||||||||||||||||||
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| 17 | A Big Data Analysis Using Fuzzy Deep Convolution Network Based Model for Heart Disease Classification | International Journal of Intelligent Engineering and Systems | 03-Feb-2021 | 14 / 2 / 147-156 | ||||||||||||||||||||
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| 18 | A Prediction Technique for Heart Disease Based on Long Short Term Memory Recurrent Neural Network | International Journal of Intelligent Engineering and Systems | 29-Feb-2020 | 13 / 2 / 31-39 | ||||||||||||||||||||
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| 19 | Data Analysis and Visualization Technique: An Empirical Framework | International Journal of Applied Engineering Research | 01-Sep-2015 | 10 / 9 / 23583-23597 | ||||||||||||||||||||
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| Sl.No. | Type of Program | Role | Name of Program | Title of Paper | Date | Organising Institution | Level |
| 1 | Conference | Moderator/Chair | IEEE International Conference on Contemporary Computing and Communications (InC4), 2025 | 14/03/2025 | Christ University | International | |
| 2 | Conference | Presenter | 7th International Conference on Intelligent Sustainable Systems - ICISS 2025 | Enhancing Aspect-Based Sentiment Analysis: A Deep Contextual BERT Approach | 12/03/2025 | SCAD College of Engineering and Technology Tirunelveli, India | International |
| 3 | Conference | Moderator/Chair | 3rd International Conference on Power Engineering and Intelligent Systems (PEIS2025) | 08/03/2025 | National Institute of Technology Uttarakhand, India | International | |
| 4 | Conference | Panelist | 3rd International Conference on Power Engineering and Intelligent Systems (PEIS2025) | 08/03/2025 | National Institute of Technology Uttarakhand, India | International | |
| 5 | Conference | Panelist | 2nd World Congress on Smart Computing (WCSC2025) | 22/02/2025 | School of Engineering, Babu Banarasi Das University, Lucknow, India | International | |
| 6 | Conference | Moderator/Chair | 7th International Conference on Communication and Computational Technologies (ICCCT 2025) | 14/02/2025 | National Forensic Sciences University Goa Campus, India | International | |
| 7 | Conference | Panelist | 7th International Conference on Communication and Computational Technologies (ICCCT 2025) | 14/02/2025 | National Forensic Sciences University Goa Campus, India Florida International University, Miami, FL, USA | International | |
| 8 | Conference | Panelist | Information Technology and Artificial Intelligence (ITAI 2025) | 24/01/2025 | Soft Computing Research Society | International | |
| 9 | Conference | Panelist | 5th International Conference on Paradigms of Communication, Computing and Data Analytics (PCCDA 2025) | 18/01/2025 | Pt. Lalit Mohan Sharma Campus, Rishikesh, Sri Dev Suman Uttarakhand University, Uttarakhand, India | International | |
| 10 | Conference | Panelist | 6th International Conference on Communication and Intelligent Systems (ICCIS 2024) | 08/11/2024 | Maulana Azad National Institute of Technology (MANIT), Bhopal | International | |
| 11 | Conference | Moderator/Chair | 8th International Joint Conference on Advances in Computational Intelligence IJCACI 2024 | 05/10/2024 | SAU Center for Research and Innovative Learning (SCRIL), South Asian University, India and Jahangirnagar University, Bangladesh | International | |
| 12 | Conference | Moderator/Chair | 2nd International Conference on Artificial Intelligence: Theory and Applications (AITA 2024) | 09/08/2024 | IBS, Bangalore, Off-Campus Center of IFHE University | International | |
| 13 | Conference | Panelist | nd International Conference on Artificial Intelligence: Theory and Applications (AITA 2024) | 09/08/2024 | IBS, Bangalore, Off-Campus Center of IFHE University | International | |
| 14 | Conference | Moderator/Chair | 3rd 2024 IEEE World Conference on Applied Intelligence and Computing (AIC 2024) | 27/07/2024 | Soft Computing Research Society | International | |
| 15 | Conference | Presenter | 5 t h International Conference of Emerging Technology (INCET 2024) | Automated Verification of Open/Closed Principle: A Code Analysis Approach | 24/05/2024 | JAIN COLLEGE OF ENGINEERING (JCE), BELAGAVI | International |
| 16 | Conference | Panelist | 2024 IEEE International Conference on Contemporary Computing and Communications (InC4) | 15/03/2024 | Christ University | International | |
| 17 | Conference | Moderator/Chair | 2024 IEEE International Conference on Contemporary Computing and Communications (InC4) | 15/03/2024 | Christ University | International | |
| 18 | Conference | Panelist | 5th World Conference on Artificial Intelligence: Advances and Applications (WCAIAA 2024) | 22/02/2024 | Sir Padampat Singhania University, Udaipur | International | |
| 19 | Conference | Panelist | 2nd Congress on Control, Robotics, and Mechatronics (CRM2024) | 03/02/2024 | SR University, Warangal, India | International | |
| 20 | Conference | Moderator/Chair | 6th International Conference on Communication and Computational Technologies (ICCCT 2024) | 08/01/2024 | Rajasthan Institute of Engineering and Technology, Jaipur | International | |
| 21 | Conference | Panelist | 6th International Conference on Communication and Computational Technologies (ICCCT 2024) | 08/01/2024 | 6th International Conference on Communication and Computational Technologies (ICCCT 2024) | International | |
| 22 | Conference | Panelist | 5th International Conference on Communication and Intelligent Systems (ICCIS 2023) | 16/12/2023 | Malaviya National Institute of Technology Jaipur, India | International | |
| 23 | Conference | Moderator/Chair | 2nd Congress on Smart Computing Technologies (CSCT 2023) | 02/12/2023 | SAU Center for Research and Innovative Learning (SCRIL), South Asian University, India | International | |
| 24 | Conference | Panelist | 2nd Congress on Smart Computing Technologies (CSCT 2023) | 02/12/2023 | SAU Center for Research and Innovative Learning (SCRIL), South Asian University, India | International | |
| 25 | Conference | Panelist | 2nd Congress on Smart Computing Technologies (CSCT 2023) | 02/12/2023 | SAU Center for Research and Innovative Learning (SCRIL), South Asian University, India | International | |
| 26 | Conference | Panelist | 3rd International Conference on Intelligent Vision and Computing (ICIVC 2023) | 25/11/2023 | National Institute of Technology Agartala | International | |
| 27 | Conference | Presenter | 2023 International Conference on Ambient Intelligence, Knowledge Informatics and Industrial Electronics (AIKIIE) | An Abstractive Text Summarization Using Decoder Attention with Pointer Network | 02/11/2023 | Rao Bahadur Y. Mahabaleswarappa Engineering College, Ballari, Karnataka | International |
| 28 | Conference | Presenter | nternational Conference on Ambient Intelligence, Knowledge Informatics and Industrial Electronics (AIKIIE-2023) | A Self-Attention Bidirectional Long Short-Term Memory for Cold Start Movie Recommendation Models | 02/11/2023 | Rao Bahadur Y. Mahabaleswarappa Engineering College, Ballari, Karnataka | International |
| 29 | Conference | Moderator/Chair | 4th International Conference Congress on Intelligent Systems (CIS 2023) | 04/09/2023 | Christ University | International | |
| 30 | Conference | Panelist | 4th Congress on Intelligent Systems (CIS 2023) | 04/09/2023 | Christ University | International | |
| 31 | Conference | Presenter | 2023 International Conference on Network, Multimedia and Information Technology (NMITCON) | Potato Leaf Disease Identification using Hybrid Deep Learning Model | 01/09/2023 | IEEE Student Branch NMIT | International |
| 32 | Conference | Panelist | 4th International Conference on Data Science and Applications (ICDSA 2023) | 14/07/2023 | Malaviya National Institute of Technology Jaipur, India | International | |
| 33 | Conference | Panelist | IEEE International Conference on Contemporary Computing and Communications (InC4) | 21/04/2023 | Christ University | International | |
| 34 | Conference | Presenter | 2023 IEEE International Conference on Contemporary Computing and Communications (InC4) | Analytical Methods of Machine Learning Model for E-Commerce Sales Analysis and Prediction | 21/04/2023 | Christ University | International |
| 35 | Conference | Presenter | 3rd Congress on Intelligent Systems (CIS 2022) | A comprehensive review on crop disease prediction based on Machine Learning and Deep Learning techniques | 05/09/2022 | Christ University | International |
| 36 | Conference | Presenter | 2022 IEEE World Conference on Applied Intelligence and Computing (AIC 2022) | An improved approach for data storage on cloud using split-merge and hybrid cryptographic techniques | 17/06/2022 | Rajkiya Engineering College, Sonbhadra, India | International |
| 37 | Conference | Presenter | International conference on Smart Electronics and Communication (ICOSEC 2021) | An Approach for Detecting Frauds in E-Commerce Transactions using Machine Learning Techniques | 07/10/2021 | Kongunadu College of Engineering and Technology, Tamil Nadu | Institutional |
| 38 | Conference | Moderator/Chair | International Conference on Data Science and Communication | 01/03/2019 | Christ University | International | |
| 39 | Seminar | Participant | Asia Pacific: Oracle Academy Student Day (Webinar) | 26/02/2018 | Christ University | International | |
| 40 | Conference | Presenter | 3rd International Conference on Applied and Theoretical Computing and Communication Technology (iCATccT - 2017) | Smart Detection of Rice Purity and its Grading | 21/12/2017 | Sri Siddhartha Institute of Technology(SSIT) and IEEE Bangalore Section | International |
| 41 | Conference | Presenter | Second International Conference on Advances in Computer Science and Application ? CSA 2013 | Frame work for Biometric Enabled unified core Banking | 21/06/2013 | Association of Computer Electronics and Electrical Engineers (ACEEE) and sponsored by the Indian Society for Technical Education (ISTE) | International |
| Sl.No. | Title of the Program | Name of the Program | Date | Name of the Institution |
| 1 | Artificial Intelligence & Machine Learning(Beginner) | Artificial Intelligence & Machine Learning(Beginner) d | 17/10/2020 | CHRIST(Deemed to be University), Bangalore |
| Sl.No. | Title | Name of Student | Institution | Month Year |
| 1 | A NOVEL APPROACH FOR SENSITIVE CROP DISEASE PREDICTION BASED ON COMPUTER VISION TECHNIQUES | PATIL MANOJ | Christ University | January 2025 |
| 2 | IoT | ATLURI SRUJAN | Christ University | June 2022 |
| Sl.No. | Title of Invention | Inventor(s) | Filing Date | ||||||||||||||||||||||||||||
| 1 | A SYSTEM AND METHOD FOR TOMATO AND POTATO PLANT LEAF DISEASE DETECTION | MANOHAR M,CHRISTUDAS PHILIPOSE,DR. C. LAXUMAN,DR. KHYAMLING PARANE,DR. GURURAJ SUNKAD,DR. B. M. DODAMANI,VENKAT REDDY SANGAM | 28-Sep-2023 | ||||||||||||||||||||||||||||
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| 2 | Intelligence classification and routing of computer text using AI transfer learning | MANOHAR M,DR.VELUMANI P.S,DR. VENKAT P. PATIL,DR. R NATCHADALINGAM,DR. TAPAS GUHA,DR.P.VIJAYAKARTHIK,MR. PARAMESWARAN R,MR. SIDDHARTH KUMAR | 23-Sep-2022 | ||||||||||||||||||||||||||||
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| 3 | SYSTEM FOR ROAD TRAFFIC PREDICTION AND OPTIMAL ALTERNATE PATH SELECTION AND A METHOD THEREOF | MANOHAR M,ABHIMANYU KUMAR,ALOK KUMAR PANI,ASHOK KUMAR BHOI,SUVENDU CHANDAN NAYAK,MOHAMMAD A. KNAN,NEERAJ KUMAR,PANKAJ KUMAR,PRATIK RANJAN,SOURAV ROY,MOHAMMAD A KNAN | 10-Aug-2022 | ||||||||||||||||||||||||||||
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| Sl.No. | Name of the Research Project | Investigator(s) | Sponsors | Internal/External |
| 1 | NOVEL APPROACH FOR CROP PREDICTION BASED ON DIFFERENT PARAMETERS IN INDIAN REGIONS USING DATA MINING | MANOHAR M, MANOHAR.MALBIN JOSEPH,MITHUN B N | External | |
| 2 | Smart Parking System for CHRIST Campus | MANOHAR M, ALOK KUMAR PANI | Internal | |
| 3 | Real-time Monitoring and Conservation for Groundwater Depletion with help of Centralized Borewell | MANOHAR M, MANOHAR.MAJAYRAJ C | External |
| Sl.No. | Name of the Workshop/FDP/Training programme | Name of Oraganiser | Level | Date |
| 1 | Quantum Computing Basics: A Hands-on Experience | Department of CSE, CHRIST(Deemed to be University), Bangalore | 03/02/2025 | |
| 2 | New Era in Artificial Intelligence | MIT Academy of Engineering, Alandi, Pune School of Computer Engineering Under Center of Excellence in AI in Association with IEEE Bombay Section | National | 09/12/2024 |
| 3 | Python Programming: A Practical Approach | Udemy | International | 01/11/2024 |
| 4 | A six-day workshop on "Empowering Innovationsm on AI Technologies" | Department of CSE's IFDP Team, CHRIST(Deemed to be University) | International | 08/07/2024 |
| 5 | Machine Learning: Linear regression using TensorFlow Python | Udemy | International | 01/06/2024 |
| 6 | Faculty Development Programme-1 | CHRIST(Deemed to be University) | Institutional | 26/06/2023 |
| 7 | Faculty Development Program on UI/UX | L&T EduTech & CHRIST University | Institutional | 13/06/2023 |
| 8 | Faculty Development Program on Curriculum Design and Revision with specific focus on OBE | Staff Development College CHRIST(Deemed to be University), Bangalore | Institutional | 05/12/2022 |
| 9 | Faculty Development programme 1 -2022 | CEDBEC and IQAC CHRIST(Deemed to be University) | Institutional | 06/07/2022 |
| 10 | Face recognition using Python language | Udemy | International | 02/06/2021 |
| 11 | Hybrid Teaching | CHRIST(Deemed to be University), Bangalore | 02/03/2021 | |
| 12 | AICTE Training And Learning (ATAL) Academy | AICTE and Sri Sairam Engineering College, chennai TN | National | 30/11/2020 |
| 13 | Introduction to Data Analytics for Business | MOOC Course organized by University of Colorado Boulder | International | 05/05/2020 |
| 14 | Quality Improvement Program on Online Teaching | CHRIST(Deemed to be University), Bangalore | 22/04/2020 | |
| 15 | Red Hat Forum 2019 | RedHat India Ltd | National | 07/11/2019 |
| 16 | Capacity Building for Constructive Alignment | CHRIST(Deemed to be University) and United Board for Christian Higher Education in Asia | Institutional | 04/10/2019 |
| 17 | Teaching Pedagogy and Evaluation process in OBE | Department of CSE, CHRIST(Deemed to be University), Bangalore | 20/05/2019 | |
| 18 | Ideas Worth Exploring | RED HAT FORUM | National | 04/10/2018 |
| 19 | Scholarly Writing & Intellectual Ethics | CHRIST(Deemed to be University) | Institutional | 27/08/2018 |
| 20 | webinar on "Growing Your Organization's Cyber Resilience" | IBM India Ltd. | National | 10/08/2018 |
| 21 | Cybersecurity Essentials | CISCO Networking Academy | National | 27/07/2018 |
| 22 | Orientation program Level 1 & 2 | CHRIST(Deemed to be University) | 06/06/2018 | |
| 23 | Research tools & Mega Trends | Department of CSE, CHRIST(Deemed to be University) | 21/05/2018 | |
| 24 | oracle academy virtual student day | Oracle Academy | National | 24/04/2018 |
| 25 | Teaching, Learning and Evaluation Process | Computer Science and Engineering, Faculty of Engineering, Christ University | 22/05/2017 | |
| 26 | aculty development workshop on ? Imag e Processing: Fundamentals, Recent Trends and Research Avenues | ISE, School of Engineering and Technology, Jain University | National | 02/08/2016 |
| 27 | Train the Trainer Program on " Agile Software Development" | Infosys and Sona College of Engineering | National | 27/07/2016 |
| 28 | Training on Outcome - base d Education (OBE) Curriculum | School of Engineering and Technology, Jain University, Bangalore . | National | 13/07/2016 |
| 29 | Python Programming and Database Concepts | jointly organized by Infosys Pvt. Ltd and School of Engineering and Technology, Jain University | National | 20/06/2016 |
| 30 | Big data and analytics | Infosys Pvt. Ltd. Bangalore | National | 10/08/2015 |
| 31 | Bioinformatics | ISI, Kolkata | National | 15/02/2012 |
| 32 | Soft computing | CSE and ISE department of Jain University | National | 08/08/2011 |
| 33 | Business Intelligence and its Applications | Infosys India | National | 18/07/2011 |
| 34 | suse linux | Novell India | National | 06/06/2011 |
| Sl.No. | Name of the Awards/Achievements/Others | Description | Organisation | Month/ Year |
| 1 | BEST PROJECT OF THE YEAR AWARD | KARNATAKA STATE COUNCIL FOR SCIENCE AND TECHNOLOGY | 21 September 2020 | |
| 2 | Certificate of Appreciation | Reviewed the article submitted for International conference on sustainable advanced computing(ICSAC2021) | CHRIST (Deemed to be University),Bangalore | 06 March 2021 |
| 3 | Certificate of Appreciation | contributed as an reviewer for International conference on Data Science and computational security(IDSCS2020) | CHRIST (Deemed to be University),Bangalore | 14 March 2020 |
| 4 | Certificate of Recognition | For the contribution as a program committee member for the international conference on Data Science and Computational Security(IDSCS2020) | CHRIST (Deemed to be University),Bangalore | 14 March 2020 |
| 5 | Certificate of Appreciation | Contributed as a reviewer for International conference on sustainable advanced computing(ICSAC2021) | CHRIST (Deemed to be University),Bangalore | 06 March 2021 |
| 6 | Certificate of Appreciation | Contributed as panel member in Project exhibition 2021 conducted by Dept of CSE, Jain(Deemed to be University), Bangalore. | Jain(Deemed to be University), Bangalore | 22 May 2021 |
| 7 | Certificate of Appreciation | Program Committee member and reviewer in the Congress on Intelligent systems(CIS) 2022 | CHRIST(Deemed to be University), Bangalore & Soft computing Research society | 06 September 2022 |
| 8 | Certificate of Appreciation | Painting competition occipital 2022 | Bodhisattva trust, Anekal, Bangalore | 25 September 2022 |
| 9 | External BoS Member | Scrutinize the autonomous UG scheme and syllabus for the Data Science program. | SJBIT, Bangalore(Autonomous Institute) | 25 September 2023 |
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