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Dr JYOTHI MANDALA

BTech, MTech, PhD
SCHOOL OF ENGINEERING AND TECHNOLOGY

Articles in Journals

Sl.No. Title Name of Journal Date of Publication Volume No/Issue No/Page No
1 An optimized method for mulberry silkworm, Bombyx mori (Bombycidae:Lepidoptera) sex classification using TLBPSGA-RFEXGBoost Biology Open 17-Jul-2024 13 / 7 / -

Additional information

Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) JYOTHI THOMAS,JYOTHI MANDALA
Title of Article An optimized method for mulberry silkworm, Bombyx mori (Bombycidae:Lepidoptera) sex classification using TLBPSGA-RFEXGBoost
Name of Journal Biology Open
Volume No 13
Issue No 7
Page No -
URL https://journals.biologists.com/bio
Date of Publication 17-Jul-2024
2 Optimization Based Rice Leaf Disease classification in Federated Learning Multimedia Tools and Applications 10-Feb-2024 / / -

Additional information

Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) JYOTHI MANDALA,RAMAMANI TRIPATHY,SASIBHUSHANA RAO PAPPU,GURU KESAVA DASU GOPISETTY
Title of Article Optimization Based Rice Leaf Disease classification in Federated Learning
Name of Journal Multimedia Tools and Applications
Volume No
Issue No
Page No -
URL https://link.springer.com/journal/11042
Date of Publication 10-Feb-2024
3 RF-ShCNN: A combination of two deep models for tumor detection in brain using MRI Biomedical Signal Processing and Control 01-Feb-2024 88 / / 105656-

Additional information

Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) JYOTHI MANDALA,SWAMINATHAN BALASUBRAMANIAN,TELU VENKATA MADHUSUDHANA RAO ,ALOK MISRA
Title of Article RF-ShCNN: A combination of two deep models for tumor detection in brain using MRI
Name of Journal Biomedical Signal Processing and Control
Volume No 88
Issue No
Page No 105656-
URL https://www.sciencedirect.com/journal/biomedical-signal-processing-and-control
Date of Publication 01-Feb-2024
4 SCSLnO-SqueezeNet: Sine Cosine-Sea Lion Optimization enabled SqueezeNet for intrusion detection in IoT Network: Computation in Neural Systems 09-Nov-2023 34 / 4 / 343-373

Additional information

Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) JYOTHI MANDALA,MASTHAN M,PAZHANIKUMAR K,CHAVAN M ,SANJAY NAKHARU PRASAD
Title of Article SCSLnO-SqueezeNet: Sine Cosine-Sea Lion Optimization enabled SqueezeNet for intrusion detection in IoT
Name of Journal Network: Computation in Neural Systems
Volume No 34
Issue No 4
Page No 343-373
URL https://www.tandfonline.com/journals/inet20
Date of Publication 09-Nov-2023
5 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 29-Aug-2022 36 / 8 / 1909-1930

Additional information

Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) JYOTHI MANDALA,BALAJEE MAREEM,SATISH A R
Title of Article BSLnO: Multi-agent based distributed intrusion detection system using Bat Sea Lion Optimization-based hybrid deep learning approach
Name of Journal International Journal of Adaptive Control and Signal Processing
Volume No 36
Issue No 8
Page No 1909-1930
URL https://www.scopus.com/record/display.uri?eid=2-s2.0-85130487135&origin=inward&txGid=c14662c8633ed20ed7572c3d66020924
Date of Publication 29-Aug-2022
6 Ar-HGSO: Autoregressive-Henry Gas Sailfish Optimization enabled deep learning model for diabetic retinopathy detection and severity level classification Biomedical Signal Processing and Control 01-Aug-2022 77 / / -

Additional information

Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) JYOTHI MANDALA,J. GRANTY REGINAELWIN,BALAJEEMARAM,R. RAMESHKUMAR
Title of Article Ar-HGSO: Autoregressive-Henry Gas Sailfish Optimization enabled deep learning model for diabetic retinopathy detection and severity level classification
Name of Journal Biomedical Signal Processing and Control
Volume No 77
Issue No
Page No -
URL https://www.sciencedirect.com/science/article/abs/pii/S1746809422002348?via%3Dihub#!
Date of Publication 01-Aug-2022
7 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 30-Apr-2022 / / -

Additional information

Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) JYOTHI MANDALA,BALAJEE MAREEM,A SATISH
Title of Article BSLnO: Multi-agent based distributed intrusion detection system using Bat Sea Lion Optimization-based hybrid deep learning approach
Name of Journal International Journal of Adaptive Control and Signal Processing
Volume No
Issue No
Page No -
URL https://onlinelibrary.wiley.com/journal/10991115
Date of Publication 30-Apr-2022
8 Comprehensive Review on Video Watermarking Security Threats, Challenges, and Its Applications ECS Transactions 28-Feb-2022 107 / 1 / 13833-13838

Additional information

Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) JYOTHI MANDALA
Title of Article Comprehensive Review on Video Watermarking Security Threats, Challenges, and Its Applications
Name of Journal ECS Transactions
Volume No 107
Issue No 1
Page No 13833-13838
URL https://iopscience.iop.org/issue/1938-5862/107/1
Date of Publication 28-Feb-2022
9 An Integrated Reinforcement DQNN Algorithm to Detect Crime Anomaly Objects in Smart Cities. International Journal of Advanced Computer Science and Applications 31-Dec-2021 / / 348-352

Additional information

Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) JYOTHI MANDALA, PRAGADA AKHILA, VULAPULA SRIDHAR REDDY
Title of Article An Integrated Reinforcement DQNN Algorithm to Detect Crime Anomaly Objects in Smart Cities.
Name of Journal International Journal of Advanced Computer Science and Applications
Volume No
Issue No
Page No 348-352
URL https://thesai.org/Publications/IJACSA
Date of Publication 31-Dec-2021
10 An Exploration of Sentiment Analysis using Twitter Dataset PSYCHOLOGY AND EDUCATION 27-Feb-2021 / / -

Additional information

Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) JYOTHI MANDALA,PRAGADA AKHILA,URITI ARCHANA
Title of Article An Exploration of Sentiment Analysis using Twitter Dataset
Name of Journal PSYCHOLOGY AND EDUCATION
Volume No
Issue No
Page No -
URL http://psychologyandeducation.net/pae/index.php/pae
Date of Publication 27-Feb-2021
11 PSV-GWO: Particle Swarm Velocity Aided GWO for Privacy Preservation of Data Journal of Cyber Security and Mobility 20-Jun-2019 8 / 4 / 439-466

Additional information

Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) JYOTHI MANDALA,M.V.P. CHANDRA SEKHARA RAO
Title of Article PSV-GWO: Particle Swarm Velocity Aided GWO for Privacy Preservation of Data
Name of Journal Journal of Cyber Security and Mobility
Volume No 8
Issue No 4
Page No 439-466
URL https://journals.riverpublishers.com/index.php/JCSANDM/index
Date of Publication 20-Jun-2019
12 Privacy preservation of data using crow search with adaptive awareness probability Journal of Information Security and Applications 06-Feb-2019 44 / / 157-169

Additional information

Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) JYOTHI MANDALA,M.V.P. CHANDRA SEKHARA RAO
Title of Article Privacy preservation of data using crow search with adaptive awareness probability
Name of Journal Journal of Information Security and Applications
Volume No 44
Issue No
Page No 157-169
URL https://www.scopus.com/sourceid/21100332403
Date of Publication 06-Feb-2019
13 A Survey of Privacy Preserving Data Mining Using Data Anonymization Techniques Journal of Advanced Research in Dynamical and Control Systems 15-Jan-2018 10 / 01 / 384-387

Additional information

Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) JYOTHI MANDALA,M.V.P. CHANDRA SEKHARA RAO
Title of Article A Survey of Privacy Preserving Data Mining Using Data Anonymization Techniques
Name of Journal Journal of Advanced Research in Dynamical and Control Systems
Volume No 10
Issue No 01
Page No 384-387
URL https://www.jardcs.org/
Date of Publication 15-Jan-2018
14 Preserving the Privacy of Sensitive Data using Data Anonymization International Journal of Applied Engineering Research I 18-Dec-2017 12 / 8 / 1639-1663

Additional information

Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) JYOTHI MANDALA,M.V.P. CHANDRA SEKHARA RAO
Title of Article Preserving the Privacy of Sensitive Data using Data Anonymization
Name of Journal International Journal of Applied Engineering Research I
Volume No 12
Issue No 8
Page No 1639-1663
URL http://www.ripublication.com/ijaer.htm
Date of Publication 18-Dec-2017

Participation in Seminars/Conferences/Symposium

Sl.No. Type of Program Role Name of Program Title of Paper Date Organising Institution Level
1 Conference Moderator/Chair 5th Congress on Intelligent Systems 04/09/2024 Christ University International
2 Conference Presenter 5th Congress on Intelligent Systems (CIS 2024) Machine Learning in Intrusion Detection: A Comprehensive Analysis 04/09/2024 Christ University International
3 Conference Presenter 5th Congress on Intelligent Systems A Systematic Review On Traffic Management System & Security Flaws: Analysis Research 04/09/2024 Christ University International
4 Conference Presenter 5th Congress on Intelligent Systems (CIS 2024) SMOTE-Enhanced Machine Learning Techniques for Credit Card Fraud Detection 04/09/2024 Christ University International
5 Conference Moderator/Chair IEEE International Conference on Contemporary Computing and Communications 15/03/2024 Christ University International
6 Conference Organizer 4th congress of Intelligent Systems 04/09/2023 Christ University International
7 Conference Moderator/Chair 4th congress of Intelligent Systems 04/09/2023 Christ University International
8 Conference Moderator/Chair IEEE International Conference on Contemporary Computing and Communications 21/04/2023 Christ University International
9 Conference Organizer IEEE International Conference on Contemporary Computing and Communications 21/04/2023 Christ University International
10 Conference Presenter 2nd International Conference on Sustainable Computing and Data Communications Enhanced Heart Disease Prediction using hybrid Machine Learning 23/03/2023 Shree Venkateshwara Hi-Tech Engineering College International
11 Conference Panelist Trends in Quantum Computing and Emerging Business Technologies (TQCEBT-22) 13/10/2022 Christ University International
12 Conference Moderator/Chair Congress on Intelligent Systems 05/09/2022 Christ University International
13 Conference Organizer Congress on Intelligent Systems 05/09/2022 Christ University International
14 Seminar Organizer An Overview of Flexible GUI Based Application Development using Computer Programming 04/12/2021 Christ University Institutional
15 Conference Presenter International Conference On Technologies for Smart Green Connected Society A Comprehensive Review on Video Watermarking Security Threats, Challenges and its Applications 29/11/2021 Yamagata University, Yonezawa, Japan. International
16 Conference Presenter First International Conference on Technologies for Smart Green Connected Society 2021 Comprehensive Review on Video Watermarking Security Threats, Challenges, and Its Applications 29/11/2021 Yamagata University, Yonezawa, Japan. International
17 Conference Moderator/Chair 2nd Congress on Intelligent Systems CIS 2021 04/09/2021 Christ University International
18 Conference Organizer 2nd Congress on Intelligent Systems CIS 2021 04/09/2021 Christ University International
19 Seminar Participant Model Driven Orchestration in Edge Networking 10/06/2021 Presidency University National
20 Seminar Participant New generation Cyber Crimes and Security 20/05/2021 ISEA National

MPhil/PhD Guided/Adjudicated

Sl.No. Title Name of Student Institution Month Year
1 Detection and Prevention of DoS attacks on Wi-Fi Networks IRENE JOSEPH Christ University 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 July 2021

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 Attended

Sl.No. Name of the Workshop/FDP/Training programme Name of Oraganiser Level Date
1 Advanced Concepts in Deep Learning and Neural Network Techniques CSE, Christ University 12/08/2024
2 Empowering Innovation: Six days International FDP on AI Technologies CSE, Christ University International 08/07/2024
3 Introduction to virtual reality Coursera International 21/06/2024
4 Online Workshop on Data Analytics & AI Centre for Computer Science and Information Technology (CCSIT) International 15/06/2024
5 3D Models for Virtual Reality Coursera International 01/06/2024
6 Introduction to C# Programming and Unity Coursera International 30/05/2024
7 Immersive Technologies & Innovative Teaching Pedagogies CSE, Christ University Institutional 27/05/2024
8 Yoga for Stress Management towards Positive Health CSE, Christ University Institutional 01/03/2024
9 Awareness on Healthy LifeStyle CSE, Christ University Institutional 16/02/2024
10 Elevating Data Analytics through AI and AWS Department of Computer Science and Engineering 29/01/2024
11 Mastering Innovative Online Course Development Centre for Digital Learning Institutional 08/01/2024
12 Cloud Infrastructure (AWS) Brain O vision National 21/08/2023
13 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 National 31/07/2023
14 FDP-1 CEDBEC and SDC Institutional 26/06/2023
15 Artificial Intelligence Principles and Practices Part 1 Udemy International 15/06/2023
16 UI/UX L & T EduTech Institutional 13/06/2023
17 Digital Image Processing using Scilab A2Z EduLearningHub LLP National 10/02/2023
18 AICTE Training And Learning (ATAL) Academy Online Advanced FDP on "Data Science" AICTE Training and Learning (ATAL) Academy National 27/12/2022
19 Curriculum Design and Revision with specific focus on OBE CHRIST (Deemed to be University), Bangalore Institutional 05/12/2022
20 Arm India Designing and Modelling of IoT, AI & ML Systems All India Council for Technical Education (AICTE), Arm Education and STMicroelectronics National 01/08/2022
21 Sorting and Searching - Concepts, Algorithms and Python Code Udemy International 21/07/2022
22 Python Programming 2022 FULL Coverage A practical Approach Udemy International 18/07/2022
23 Faculty Development Program I 2022 CEDBEC and IQAC, Christ University Institutional 06/07/2022
24 Presentation Skills and Proposal Writing Department of CSE, Christ University sponsored by The Association of Commonwealth Universities International 05/04/2022
25 Face Recognition Using Python Language Udemy International 04/01/2022
26 An Overview of Flexible GUI Based Application Development using Computer Programming Department f CSE, Christ University Institutional 04/12/2021
27 AICTE Training And Learning (ATAL) Academy Online Elementary FDP on "Cyber Security" AICTE Training And Learning (ATAL) Academy National 24/08/2021
28 Global Tech Talk Series 2021 Christ University Institutional 21/08/2021
29 Machine Learning: Linear Regression Using Tensor Flow Python Udemy International 27/07/2021
30 Application of Data Science and Machine Learning in Engineering SVEC Tirupati National 14/06/2021
31 Skillin?it IEEE Student Branch 08/03/2021
32 Quality Improvement Program on Hybrid Teaching Staff Development College, CHRIST (Deemed to be University) 02/03/2021
33 Real World Applications and Challenges in IoT and Blockchain Technology Department of CSE, SRM University-AP National 18/01/2021
34 2020 International Seminar on Machine Intelligence CHRIST (Deemed to be University) International 05/12/2020
35 Block chain AICTE Training And Learning (ATAL) Academy National 23/11/2020
36 Orientation Program CHRIST (Deemed to be University), Bangalore 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

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