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Dr MANJULA SHANBHOG

MCA, MTech, MPhil, PhD


SCIENCES (NCR)
DELHI NCR CAMPUS
 Print Profile

Sl.No. Title Name of Periodical Periodicity Date
Sl.No. Title Name of Journal Date of Publication Volume No/Issue No/Page No
1 Efficient Disease Detection in Wheat Crops: A Hybrid Deep Learning Solution IEEE Xplore 25-Jan-2024 / /

Additional information

Category
Sole Authored /Co Authored
Author Name (s) MANJULA SHANBHOG,ANURADHA KONIDENA,SWATI SINGH,VIKRANT SHARMA,ANUJ KUMAR JAIN,NEHA SHARMA
Title of Article Efficient Disease Detection in Wheat Crops: A Hybrid Deep Learning Solution
Name of Journal IEEE Xplore
Volume No
Issue No
Page No
URL https://ieeexplore.ieee.org/document/10389846
Date of Publication 25-Jan-2024
2 Ensemble Deep Learning Approach for Turbidity Prediction of Dooskal Lake Using Remote Sensing Data Remote Sens Earth Syst Sci 18-Nov-2023 6 / 3 /

Additional information

Category
Sole Authored /Co Authored
Author Name (s) MANJULA SHANBHOG,JANJHYAM VENKATA NAGA RAMESH,PAVITHRA ROY PATIBAN, SRINIVAS AMBALA,MOHD ASHRAF ,AJMEERA KIRAN
Title of Article Ensemble Deep Learning Approach for Turbidity Prediction of Dooskal Lake Using Remote Sensing Data
Name of Journal Remote Sens Earth Syst Sci
Volume No 6
Issue No 3
Page No
URL https://link.springer.com/article/10.1007/s41976-023-00098-5
Date of Publication 18-Nov-2023
3 Deep Belief Network-Based User and Entity Behavior Analytics (UEBA) for Web Applications International Journal of Cooperative Information Systems 20-Sep-2023 / /

Additional information

Category
Sole Authored /Co Authored
Author Name (s) MANJULA SHANBHOG,S. DEEPA ,A UMAMAGESWARI, S. NEELAKANDAN,HANUMAN BHUKYA, I. V. SAI LAKSHMI HARITHA
Title of Article Deep Belief Network-Based User and Entity Behavior Analytics (UEBA) for Web Applications
Name of Journal International Journal of Cooperative Information Systems
Volume No
Issue No
Page No
URL https://www.worldscientific.com/worldscinet/ijcis
Date of Publication 20-Sep-2023
4 Load balancing in cloud computing with enhanced genetic algorithm International Journal of Recent Technology and Engineering 22-Jul-2019 8 / 2S6 /

Additional information

Category
Sole Authored /Co Authored
Author Name (s) MANJULA SHANBHOG,KALPANA
Title of Article Load balancing in cloud computing with enhanced genetic algorithm
Name of Journal International Journal of Recent Technology and Engineering
Volume No 8
Issue No 2S6
Page No
URL https://www.ijrte.org/download/volume-8-issue-2s6/
Date of Publication 22-Jul-2019
Sl.No. Title URL Subject Month Year
Sl.No. Type of Book Title Title of Book/Chapter/Article/Case Study) ISBN Month Year
Sl.No. Type of Book Title Title of Chapter/Article ISBN Month Year
1 Conference Proceedings IEEE Explore Plant Disease Detection and Classification using Emperor Penguin Optimizer (EPO) based Region Convolutional Neural Network (RCNN) Electronic ISBN:979-8-3503-8427-7 Sep 2024

Additional information

Type of Book Conference Proceedings
Type of Work Article
Sole Authored/Co Authored Co-Authored
Author Name (s) MANJULA SHANBHOG,ARORA N,SINGH S, PAVITHRAM,IEEE
Title of Book IEEE Explore
Title of Book/Chapter/Article/Case Study) Plant Disease Detection and Classification using Emperor Penguin Optimizer (EPO) based Region Convolutional Neural Network (RCNN)
Month/Year Sep/2024
ISBN Electronic ISBN:979-8-3503-8427-7
Pages 1 - 6
Publishing Company/Institution IEEE
Level International publisher
2 Conference Proceedings IEEE Explore Unveiling the Patterns of Phishing Attacks using the Machine Learning Approach Electronic ISBN:979-8-3503-8944-9 Jul 2024

Additional information

Type of Book Conference Proceedings
Type of Work Article
Sole Authored/Co Authored Co-Authored
Author Name (s) MANJULA SHANBHOG,KAMAL UPRETI,VIBHANSHU SINHA,IEEE
Title of Book IEEE Explore
Title of Book/Chapter/Article/Case Study) Unveiling the Patterns of Phishing Attacks using the Machine Learning Approach
Month/Year Jul/2024
ISBN Electronic ISBN:979-8-3503-8944-9
Pages 1 - 7
Publishing Company/Institution IEEE
Level International publisher
3 Conference Proceedings IEEE Xplore An Analysis Conducted Retrospectively on the Use: Artificial Intelligence in the Detection of Uterine Fibroid May 2024

Additional information

Type of Book Conference Proceedings
Type of Work Article
Sole Authored/Co Authored Co-Authored
Author Name (s) MANJULA SHANBHOG,RUCHI KAUSHIK,KANTA PRASAD SHARMA,S MALIK,IEEE XPLORE
Title of Book IEEE Xplore
Title of Book/Chapter/Article/Case Study) An Analysis Conducted Retrospectively on the Use: Artificial Intelligence in the Detection of Uterine Fibroid
Month/Year May/2024
ISBN
Pages 1 - 6
Publishing Company/Institution IEEE
Level International publisher
4 Conference Proceedings IEEE Xplore Analysis of Cardiovascular Diseases Prediction Using Machine Learning Classification Algorithms Electronic ISBN:979-8-3503-8944-9 May 2024

Additional information

Type of Book Conference Proceedings
Type of Work Article
Sole Authored/Co Authored Co-Authored
Author Name (s) MANJULA SHANBHOG,SRISHTI SRIVASTAVA,KAMAL UPRETI,IEEE
Title of Book IEEE Xplore
Title of Book/Chapter/Article/Case Study) Analysis of Cardiovascular Diseases Prediction Using Machine Learning Classification Algorithms
Month/Year May/2024
ISBN Electronic ISBN:979-8-3503-8944-9
Pages 1 - 7
Publishing Company/Institution IEEE
Level International publisher
5 Case Report Remote Sensing in Earth Systems Sciences Ensemble Deep Learning Approach for Turbidity Prediction of Dooskal Lake Using Remote Sensing Data Nov 2023

Additional information

Type of Book Case Report
Type of Work Chapter
Sole Authored/Co Authored Co-Authored
Author Name (s) MANJULA SHANBHOG,JANJHYAM VENKATA NAGA RAMESH,PAVITHRA ROY PATIBANDLA,SRINIVAS AMBALA,MOHD ASHRAF,AJMEERA KIRAN,JENNIFER JACOBS,MINHA CHOI,DI LONG,DONGRYEOL RYU,RAM RAY,VIMAL MISHRA,ILIANA MLADENOVA
Title of Book Remote Sensing in Earth Systems Sciences
Title of Book/Chapter/Article/Case Study) Ensemble Deep Learning Approach for Turbidity Prediction of Dooskal Lake Using Remote Sensing Data
Month/Year Nov/2023
ISBN
Pages 146 - 155
Publishing Company/Institution Springer Nature
Level International publisher
Sl.No. Type of Book Title Title of Case Study ISBN Month Year
Sl.No. Title Abstract Objectives Type Sponsors
Sl.No. Title Place of Publication ISBN No. Month Year
Sl.No. Type of Program Role Name of Program Title of Paper Date Organising Institution Level
1 Conference Presenter ICIETDW?24 HMDDD: Hybrid Model for Distracted Driver Detection through Fusion of CNN and VGG-16 13/09/2024 RMD Engineering College International
Sl.No. Title of the Program Name of the Program Date Name of the Institution
1 Cyber Security Workshop 07/06/2024 Shri Shankar Anand Singh Govt. First Grade College
2 Machine Minds: A Journey into Artificial Intelligence and Machine Learning Workshop 23/12/2023 Government First Grade College, Hebbal, Bengaluru
Sl.No. Title Genre Producer Copyrights
Sl.No. Title Guide Name Institution Month Year
Sl.No. Title Name of Student Institution Month Year
1 . MANISH KUMAR Christ University June 2024
Sl.No. Title of Invention Inventor(s) Filing Date
Sl.No. Name of the Research Project Investigator(s) Sponsors Internal/External
Sl.No. Name of the Conference/Seminar Name of Organiser Level Date
Sl.No. Name of the Workshop/FDP/Training programme Name of Oraganiser Level Date
1 Data Visualization with Tableau Coursera International 27/09/2024
2 One week workshop on the "Qualitative and Quantitative Data Analytics" Mata Sundri College for Women (University of Delhi) in collaboration with Resilient Foundation ForAcademic Innovation & Scientific Research (Registered with NITIAayog, Govt. of India) International 21/09/2024
3 One Week Online International Workshop on Biostatistics Resilient Foundation forAcademic Innovation & Scientific Research, New Delhi In collaboration with Biostatistics Consortium, INDIA International 22/08/2024
4 Play It Safe: Manage Security Risks Coursera in collaboration with Google International 28/07/2024
5 SERB sponsored one day faculty online development programme on Soft Computing Paradigms: Next Generation Applications IIT Roorkee International 13/07/2024
6 HED Training on Servant Leadership Introduction Christ University Institutional 03/07/2024
7 Foundations of Cybersecurity Coursera International 29/06/2024
8 Strategic Integration of Digital Innovations and AI in Education Christ University Institutional 24/06/2024
9 FDP on Data analytics for real world applications Christ University Institutional 18/06/2024
10 FDP on Writing effective proposals for research grant Christ University Institutional 29/04/2024
11 Workshop on Chatgpt and AI Tools Skill Nation International 29/02/2024
12 Online Courses Udemy International 09/02/2024
13 Online Courses Udemy International 27/11/2023
14 Faculty Development Program on 'Data Visualization using Tableau and Power BI' School of Sciences, Christ(Deemed to be University) Delhi NCR Campus Institutional 01/07/2023
Sl.No. Name of the Awards/Achievements/Others Description Organisation Month/ Year

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