Dr JYOTHI MANDALA
BTech, MTech, PhD
ASSOCIATE PROFESSOR
BTech, MTech, PhD
ASSOCIATE PROFESSOR
Articles in Journals
| Sl.No. | Title | Name of Journal / Vol. No. / Issue No. / Page Nos | ISSN No. | Date Published |
| 1 | A novel multigrade classification in FL using brain MRI images based on FHAT_EfficientNet | International Journal of Ad Hoc and Ubiquitous Computing / 49 / 4 / 251 - 269 | 1743-8225 | 01-Aug-2025 |
| 2 | SMOTE-Enhanced Machine Learning Techniques for Credit Card Fraud Detection | Lecture Notes in Networks and Systems / 1237 / 1 / 1 - 12 | 2367-3389 | 06-Jun-2025 |
| 3 | A Systematic Review on Traffic Management System and Security Flaws: Analysis Research | Lecture Notes in Networks and Systems / 1278 / 1 / 5 - 14 | 2367-3370 | 23-May-2025 |
| 4 | An optimized method for mulberry silkworm, Bombyx mori (Bombycidae:Lepidoptera) sex classification using TLBPSGA-RFEXGBoost | Biology Open / 13 / 7 / - | 2046-6390 | 17-Jul-2024 |
| 5 | Optimization Based Rice Leaf Disease classification in Federated Learning | Multimedia Tools and Applications / / / - | 1380-7501 | 10-Feb-2024 |
| 6 | RF-ShCNN: A combination of two deep models for tumor detection in brain using MRI | Biomedical Signal Processing and Control / 88 / / 105656 - | 1746-8094 | 01-Feb-2024 |
| 7 | SCSLnO-SqueezeNet: Sine Cosine-Sea Lion Optimization enabled SqueezeNet for intrusion detection in IoT | Network: Computation in Neural Systems / 34 / 4 / 343 - 373 | 0954-898X, 1361-6536 | 09-Nov-2023 |
| 8 | BSLnO: Multi-agent based distributed intrusion detection system using Bat Sea Lion Optimization-based hybrid deep learning approach | International Journal of Adaptive Control and Signal Processing / 36 / 8 / 1909 - 1930 | 0890-6327 | 29-Aug-2022 |
| 9 | Ar-HGSO: Autoregressive-Henry Gas Sailfish Optimization enabled deep learning model for diabetic retinopathy detection and severity level classification | Biomedical Signal Processing and Control / 77 / / - | 1746-8094 | 01-Aug-2022 |
| 10 | BSLnO: Multi-agent based distributed intrusion detection system using Bat Sea Lion Optimization-based hybrid deep learning approach | International Journal of Adaptive Control and Signal Processing / / / - | 0890-6327, 1099-1115 | 30-Apr-2022 |
| 11 | Comprehensive Review on Video Watermarking Security Threats, Challenges, and Its Applications | ECS Transactions / 107 / 1 / 13833 - 13838 | 1938-6737 | 28-Feb-2022 |
| 12 | An Integrated Reinforcement DQNN Algorithm to Detect Crime Anomaly Objects in Smart Cities. | International Journal of Advanced Computer Science and Applications / / / 348 - 352 | 2158-107X, 2156-5570 | 31-Dec-2021 |
| 13 | An Exploration of Sentiment Analysis using Twitter Dataset | PSYCHOLOGY AND EDUCATION / / / - | 0033-3077 | 27-Feb-2021 |
| 14 | PSV-GWO: Particle Swarm Velocity Aided GWO for Privacy Preservation of Data | Journal of Cyber Security and Mobility / 8 / 4 / 439 - 466 | 2245-4578 | 20-Jun-2019 |
| 15 | Privacy preservation of data using crow search with adaptive awareness probability | Journal of Information Security and Applications / 44 / / 157 - 169 | 2214-2126 | 06-Feb-2019 |
| 16 | A Survey of Privacy Preserving Data Mining Using Data Anonymization Techniques | Journal of Advanced Research in Dynamical and Control Systems / 10 / 01 / 384 - 387 | 1943-023X | 15-Jan-2018 |
| 17 | Preserving the Privacy of Sensitive Data using Data Anonymization | International Journal of Applied Engineering Research I / 12 / 8 / 1639 - 1663 | 0973-4562 | 18-Dec-2017 |
Books/ Book Chapter/Case Study
| Sl.No. | Title | Author Names(s) | ISBN No. | Month Year |
| 1 | Data Science and Applications | SUJATHA A K,B SAILA,ALEN EMMANUEL,EKILA TEJA,JYOTHI MANDALA,SANDEEP KUMAR,NANDA S J,YADAV R P,GANDOMI A H,SARASWAT M | 978-981-96-2298-6 | / |
| 2 | Intelligent and Innovative Technologies in Computing, Electrical and Electronics | JYOTHI MANDALA,SOMESWARI PERLA,SUDHAKAR VELEDENDI,POOJA JAISWAL,SATISH MUPPIDI,BALAJEE MARAM,DR.VENKATESHA K,DR. YASHAJYOTHI,M SHIRURINTELLIGENT AND INNOVATIVE TECHNOLOGIES IN | 979-8-3315-1591-1 | / |
| 3 | 2024 IEEE International Conference on Contemporary Computing and Communications (InC4) | MANU ELAPPILA,SANDEEP KUMAR,JYOTHI MANDALA,SUJATHA A K,ATHULYA S,ADDAPALLI V N KRISHNA | 979-8-3503-8365-2 | / |
| 4 | Proceedings of 2024 IEEE International Conference on Contemporary Computing and Communications (InC4) | SUJATHA A K,SANDEEP KUMAR,MANU ELAPPILA,JYOTHI MANDALA,ATHULYA S,PRASANT MISRA | 979-8-3503-8365-2 | / |
| 5 | E3S Web Conf | JYOTHI MANDALA,MICHELLE GONSALVES | / | |
| 6 | Cognitive Computing Models in Communication Systems | JYOTHI MANDALA,SRIDHAR REDDY VULAPULA, P. V. S. SRINIVAS,BUDATI ANIL KUMAR,S. B. GOYAL,SARDAR M.N. ISLAM | 9781119865070 | / |
| 7 | Mathematical Modeling for Smart Healthcare Systems | JYOTHI MANDALA,GANESHAN R,BALAJEE MARAM,DANIYA T | 9781668445808 | / |
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 | 6th International Conference on Data Science and Applications (ICDSA 2025) | Conference | Moderator/Chair) | Malaviya National Institute of Technology Jaipur, India Jaipur, India | 16/07/2025 | |
| 2 | 2025 IEEE International Conference on Contemporary Computing and Communications (InC4) | Conference | Moderator/Chair) | Christ UniversityChrist University | 14/03/2025 | |
| 3 | 5th Congress on Intelligent Systems | Conference | Moderator/Chair) | Christ UniversityChrist University | 04/09/2024 | |
| 4 | 5th Congress on Intelligent Systems (CIS 2024) | Conference | Machine Learning in Intrusion Detection: A Comprehensive Analysis | Presenter) | Christ UniversityCHRIST (Deemed to be University), Kengeri Campus, Bangalore | 04/09/2024 |
| 5 | 5th Congress on Intelligent Systems | Conference | A Systematic Review On Traffic Management System & Security Flaws: Analysis Research | Presenter) | Christ UniversityChrist University | 04/09/2024 |
| 6 | 5th Congress on Intelligent Systems (CIS 2024) | Conference | SMOTE-Enhanced Machine Learning Techniques for Credit Card Fraud Detection | Presenter) | Christ UniversityCHRIST (Deemed to be University), Kengeri Campus, Bangalore | 04/09/2024 |
| 7 | IEEE International Conference on Contemporary Computing and Communications | Conference | Moderator/Chair) | Christ UniversityChrist University | 15/03/2024 | |
| 8 | 4th congress of Intelligent Systems | Conference | Organizer) | Christ UniversityBanglore | 04/09/2023 | |
| 9 | 4th congress of Intelligent Systems | Conference | Moderator/Chair) | Christ UniversityBanglore | 04/09/2023 | |
| 10 | IEEE International Conference on Contemporary Computing and Communications | Conference | Moderator/Chair) | Christ UniversityChrist University | 21/04/2023 | |
| 11 | IEEE International Conference on Contemporary Computing and Communications | Conference | Organizer) | Christ UniversityChrist University | 21/04/2023 | |
| 12 | 2nd International Conference on Sustainable Computing and Data Communications | Conference | Enhanced Heart Disease Prediction using hybrid Machine Learning | Presenter) | Shree Venkateshwara Hi-Tech Engineering College Bangalore | 23/03/2023 |
| 13 | Trends in Quantum Computing and Emerging Business Technologies (TQCEBT-22) | Conference | Panelist) | Christ UniversityCHRIST (Deemed to be University), Pune Lavasa Campus | 13/10/2022 | |
| 14 | Congress on Intelligent Systems | Conference | Moderator/Chair) | Christ UniversityChrist University | 05/09/2022 | |
| 15 | Congress on Intelligent Systems | Conference | Organizer) | Christ UniversityChrist University | 05/09/2022 | |
| 16 | An Overview of Flexible GUI Based Application Development using Computer Programming | Seminar | Organizer) | Christ UniversityOnline | 04/12/2021 | |
| 17 | International Conference On Technologies for Smart Green Connected Society | Conference | A Comprehensive Review on Video Watermarking Security Threats, Challenges and its Applications | Presenter) | Yamagata University, Yonezawa, Japan.Online | 29/11/2021 |
| 18 | First International Conference on Technologies for Smart Green Connected Society 2021 | Conference | Comprehensive Review on Video Watermarking Security Threats, Challenges, and Its Applications | Presenter) | Yamagata University, Yonezawa, Japan.Online | 29/11/2021 |
| 19 | 2nd Congress on Intelligent Systems CIS 2021 | Conference | Moderator/Chair) | Christ UniversityOnline | 04/09/2021 | |
| 20 | 2nd Congress on Intelligent Systems CIS 2021 | Conference | Organizer) | Christ UniversityOnline | 04/09/2021 | |
| 21 | Model Driven Orchestration in Edge Networking | Seminar | Participant) | Presidency UniversityBengaluru | 10/06/2021 | |
| 22 | New generation Cyber Crimes and Security | Seminar | Participant) | ISEAOnline | 20/05/2021 |
Invited Talks
| Sl.No. | Titel of the Program | Name of the Program | Date | Name of the Institution |
| 1 | Digital Content Development: Script to Screen | Workshop | 07/08/2025 | CHRIST (Deemed to be University) |
| 2 | Building Immersive Worlds: Hands-on Guide to AR/VR with Unity3D | Five Days Online Faculty Development Programme Series on ?Empowering Educators in Next Gen Computing: Trends & Technologies ? | 06/08/2025 | VIVEKANANDHA COLLEGE OF ARTS AND SCIENCES FOR WOMEN |
| 3 | Exploring Augmented and Virtual Experiences: Hands on using Unity3D | ATAL Faculty Development Program | 18/12/2024 | APS College of Engineering |
MPhil/PhD Guided/Adjudicated
| Sl.No. | Title | Name of Student | Institution | Role | Status | Month Year |
| 1 | Detection and Prevention of DoS attacks on Wi-Fi Networks | IRENE JOSEPH | Christ University | Supervisor | Ongoing | July 2021 |
| 2 | Modeling a Secure Cyber Security System in IoT with SDN, Blockchain, and AI and to enable Predictive Analysis to mitigate Security Threats | BIVIN GEORGE | Christ University | Supervisor | Ongoing | July 2021 |
Patents
| Sl.No. | Title of Invention | Inventor(s) | Filing Date |
| 1 | A GAMING SYSTEM TO EVALUATE THE PROBLEM SOLVING SKILL OF AN INDIVIDUAL | JYOTHI MANDALA,XAVIER C | 02-Sep-2025 |
| 2 | Text Mining for Healthcare Analytics for Extracting Insights from Clinical Text Documents | SUJATHA A K,MARY ANITA E A,REKHA V,JYOTHI MANDALA | 09-Jul-2023 |
| 3 | System and Method for Biometric Authentication Based on Machine Learning Image Analysis for Technical Problem Resolution | SUJATHA A K,MARY ANITA E A,JYOTHI MANDALA,REKHA V | 31-Mar-2023 |
Research Project
| Sl.No. | Name of the Research Project | Investigator(s) | Sponsors | Internal/External |
| 1 | Flipped Classroom: Learning outside the classroom | JYOTHI MANDALA | Internal |
Workshop/FDP/Training programme
| Sl.No. | Name of the Workshop/FDP/Training programme | Name of Organiser | Level | Role | Date |
| 1 | Google's Gemini Academy 2025 | Google for Education, Google for Education | National | Participant | 03/10/2025 |
| 2 | AI for Teaching and Learning | Electronics & ICT Academy, Indian Institute of Technology Guwahati | National | Participant | 18/08/2025 |
| 3 | From Concept to Commercialization: Mastering Funding Proposals and Patents | CSE, Christ University, | Participant | 05/08/2025 | |
| 4 | Introduction to Cybersecurity Essentials | Coursera, IBM | International | Participant | 01/08/2025 |
| 5 | Data Visualization Research Insights and Future Directions | Department of Computer Science and Engineering and Institution of Engineers (India) - CSE Students? Chapter, DR. SIVANTHI ADITANAR COLLEGE OF ENGINEERING | National | Participant | 21/07/2025 |
| 6 | Exploring Future Research Developments with GenAI Technology Innovations | ANRF Funded 2-day National Workshop, | National | Participant | 09/07/2025 |
| 7 | Supervised Machine Learning Principles and Practices - Python | Udemy, Udemy | International | Participant | 01/07/2025 |
| 8 | Front End Web Developer Certi cation | Infosys Springboard, Infosys | International | Participant | 14/02/2025 |
| 9 | JavaScript | Infosys Springboard, Infosys Limited | International | Participant | 29/01/2025 |
| 10 | CSS 3 | Infosys Springboard, Infosys Limited | International | Participant | 25/01/2025 |
| 11 | HTML5 - The Language | Infosys Springboard, Infosys Limited | International | Participant | 24/01/2025 |
| 12 | Quantum verse: Advancing Knowledge in Quantum Computing, XR, and the Metaverse | AICTE-ATAL, APS College of Engineering | International | Invited Resource Person/Trainer | 16/12/2024 |
| 13 | Immersive Virtual Reality in Navigating the Future of Learning | AICTE Training and Learning (ATAL) Academy, PRATHYUSHA ENGINEERING COLLEGE | International | Participant | 09/12/2024 |
| 14 | Advanced Concepts in Deep Learning and Neural Network Techniques | CSE, Christ University, | Participant | 12/08/2024 | |
| 15 | Empowering Innovation: Six days International FDP on AI Technologies | CSE, Christ University, | International | Participant | 08/07/2024 |
| 16 | Introduction to virtual reality | Coursera, University of London | International | Participant | 21/06/2024 |
| 17 | Online Workshop on Data Analytics & AI | Centre for Computer Science and Information Technology (CCSIT), Manjeri, University of Calicut | International | Participant | 15/06/2024 |
| 18 | 3D Models for Virtual Reality | Coursera, University of London | International | Participant | 01/06/2024 |
| 19 | Introduction to C# Programming and Unity | Coursera, University of Colorado System | International | Participant | 30/05/2024 |
| 20 | Immersive Technologies & Innovative Teaching Pedagogies | CSE, Christ University, | Institutional | Participant | 27/05/2024 |
| 21 | Yoga for Stress Management towards Positive Health | CSE, Christ University, | Institutional | Organiser & Participant | 01/03/2024 |
| 22 | EXTENDED REALITY USING UNITY | CSE, Christ University, | Institutional | Participant | 01/03/2024 |
| 23 | Awareness on Healthy LifeStyle | CSE, Christ University, | Institutional | Organiser & Participant | 16/02/2024 |
| 24 | Elevating Data Analytics through AI and AWS | Department of Computer Science and Engineering, | Participant | 29/01/2024 | |
| 25 | Mastering Innovative Online Course Development | Centre for Digital Learning, | Institutional | Participant | 08/01/2024 |
| 26 | Cloud Infrastructure (AWS) | Brain O vision, | National | Participant | 21/08/2023 |
| 27 | EDUCATION 4.0 IN HIGHER EDUCATION | Department of Computer Engineering, Vishwakarma Institute of Information Technology, Pune in association with Computer Society of India Pune Chapter, Vishwakarma Institute of Information Technology | National | Participant | 31/07/2023 |
| 28 | FDP-1 | CEDBEC and SDC, | Institutional | Participant | 26/06/2023 |
| 29 | Artificial Intelligence Principles and Practices Part 1 | Udemy, | International | Participant | 15/06/2023 |
| 30 | UI/UX | L & T EduTech, | Institutional | Participant | 13/06/2023 |
| 31 | Digital Image Processing using Scilab | A2Z EduLearningHub LLP, Dept. of Research & Publications, A2Z EduLearningH | National | Participant | 10/02/2023 |
| 32 | AICTE Training And Learning (ATAL) Academy Online Advanced FDP on "Data Science" | AICTE Training and Learning (ATAL) Academy, Institute of Information Technology, Una. | National | Participant | 27/12/2022 |
| 33 | Curriculum Design and Revision with specific focus on OBE | CHRIST (Deemed to be University), Bangalore , | Institutional | Participant | 05/12/2022 |
| 34 | Arm India Designing and Modelling of IoT, AI & ML Systems | All India Council for Technical Education (AICTE), Arm Education and STMicroelectronics, AICTE, ATAL Academy | National | Participant | 01/08/2022 |
| 35 | Sorting and Searching - Concepts, Algorithms and Python Code | Udemy, | International | Participant | 21/07/2022 |
| 36 | Python Programming 2022 FULL Coverage A practical Approach | Udemy, | International | Participant | 18/07/2022 |
| 37 | Faculty Development Program I 2022 | CEDBEC and IQAC, Christ University, | Institutional | Participant | 06/07/2022 |
| 38 | Presentation Skills and Proposal Writing | Department of CSE, Christ University sponsored by The Association of Commonwealth Universities, | International | Participant | 05/04/2022 |
| 39 | Face Recognition Using Python Language | Udemy, | International | Participant | 04/01/2022 |
| 40 | An Overview of Flexible GUI Based Application Development using Computer Programming | Department f CSE, Christ University, | Institutional | Organiser & Participant | 04/12/2021 |
| 41 | AICTE Training And Learning (ATAL) Academy Online Elementary FDP on "Cyber Security" | AICTE Training And Learning (ATAL) Academy, Institute of Engineering and Technology. | National | Participant | 24/08/2021 |
| 42 | Global Tech Talk Series 2021 | Christ University, | Institutional | Participant | 21/08/2021 |
| 43 | Machine Learning: Linear Regression Using Tensor Flow Python | Udemy, | International | Participant | 27/07/2021 |
| 44 | Application of Data Science and Machine Learning in Engineering | SVEC Tirupati, Sree Vidyaniketan Engineering College, Tirupati | National | Participant | 14/06/2021 |
| 45 | Skillin?it | IEEE Student Branch, | Participant | 08/03/2021 | |
| 46 | Quality Improvement Program on Hybrid Teaching | Staff Development College, CHRIST (Deemed to be University), | Participant | 02/03/2021 | |
| 47 | Real World Applications and Challenges in IoT and Blockchain Technology | Department of CSE, SRM University-AP, SRM University, Andhra Pradesh | National | Participant | 18/01/2021 |
| 48 | 2020 International Seminar on Machine Intelligence | CHRIST (Deemed to be University), | International | Participant | 05/12/2020 |
| 49 | Block chain | AICTE Training And Learning (ATAL) Academy, Swami Keshvanand Institute of Tech., Management & | National | Participant | 23/11/2020 |
| 50 | Orientation Program | CHRIST (Deemed to be University), Bangalore, | Participant | 02/11/2020 |
Awards/Achievements/Others
| Sl.No. | Name of the Awards/Achievements/Others | Description | Organisation | Month/ Year |
| 1 | reviewer for research papers | Christ university | 22 April 2023 | |
| 2 | reviewer for research papers | Christ university | 06 September 2022 | |
| 3 | reviewer for research papers | Christ university | 15 October 2022 | |
| 4 | Reviewer for research papers | Christ university | 04 November 2023 | |
| 5 | Reviewer for research papers | Christ university | 07 March 2024 | |
| 6 | Reviewer for research papers | Christ university | 16 March 2024 | |
| 7 | Introduction to C# Programming and Unity | Coursera | 08 June 2024 | |
| 8 | Introduction to Virtual Reality | Coursera | 19 July 2024 | |
| 9 | 3D Models for Virtual Reality | Coursera | 22 June 2024 | |
| 10 | Innovative Teaching Award | Honored with Innovative Teaching Award on Teachers day on 5-9-2024 in central campus | Christ university | 05 September 2024 |
| 11 | Ethical hacking Essentials | Coursera | 19 February 2025 | |
| 12 | Reviewer for research papers | Institution of Electronics and Telecommunication Engineers (IETE), Delhi Centre | 27 July 2025 | |
| 13 | Reviewer for research papers | IBS, Bangalore, Off-Campus Center of IFHE University | 02 August 2025 | |
| 14 | Introduction to Cybersecurity Essentials | Coursera | 24 August 2025 |
Consultancy
| Sl.No. | Faculties | Theme of Consultancy | Type |
| 1 | ATHULYA S,CHAITRA P C,SANTHRUPTH B C,BABU KUMAR S ,JYOTHI MANDALA,ANOOP G L | Training on Virtual reality and Augmented reality | Paid |
Copyright
| Sl.No. | Applicants | Title | Date Published |
| 1 | SUJATHA A K,MARY ANITA E A,JYOTHI MANDALA,REKHA V | Biometric Authentication Based on Machine Learning Image Analysis for Problem Resolution | - |