1.Professor in Computer Science, Gangadhar Meher University, Sambalpur, Odisha.(27-02-2023 tilldate)
2.Associate Professor, School of Computer Science, Gangadhar Meher University, Sambalpur, Odisha.(27-02-2020 to 27-02-2023).
3.Assistant Professor in Computer Science, SUIIT, Sambalpur University.(22-03-2013 till 27-02-2020)

Research Area

Quality of Service in Networks, Information Security, Machine Learning

Research Guidance

Awarded: 01
Supervising: 02
M.Phil. students supervised: 04
M. Tech. students supervised: 02
M.Sc. students supervised: 23

International Publications

1. Sudipta Priyadarshinee ,Madhumita Panda,” Comparative Analysis of Machine Learning Algorithms for Cardiovascular Disease Prediction”,International Journal of Biology,Pharmacy and Allied Sciences, 12( 6),Pg.2630-26362023[ ISSN: 2277–4998] [Index: ; Impact Factor: ]
2. Prasant Kumar Dash, Madhumita Panda,”SMLMAC-HEAP: Slotted Multi-Layer MAC Protocol For Wireless Sensor Networks Powered By Ambient Energy Harvesting”, Indian Journal of Science and Technology, 15(36),Pg.1827-1835.[ISSN 0974-6846] [Index: ; Impact Factor: ]
3. Sudipta Priyadarshinee ,Madhumita Panda,” Cardiac Disease Prediction using Smote and Machine learning Classifiers”, Journal of Pharmaceutical Negative Results , 13( 8), 2022.Pg 856-862.[ISSN: 0976-9234] [Index: Scopus; Impact Factor: ]
4. Madhumita Panda, Dillip Narayan Sahu,” A Novel Approach Based Design of Neural Network Classification Algorithms for Pattern Recognition”, Neuro Quantology, 20( 9) , Pg. 4663-4675 ,2022.[eISSN 1303-5150] [Index: Scopus; Impact Factor: ]
5. Prasant Ku. Dash, Lopamudra Hota, Madhumita Panda, N. Z. Jhanjhi, Kshira Sagar Sahoo, Mehedi Masud “FSE2R: An Improved Collision Avoidance Based Energy Efficient Route Selection Protocol in Underwater Sensor Networks”, Computer Systems Science and Engineering,44(3), Pg.2225-2242,2022.[ISSN 0267-6192] [Index: Scopus; Impact Factor: 2.2 ]
6. Madhumita Panda, Dillip Narayan Sahu,” An effective machine learning method for the diagnosis of cancer based on Biomedical Image from medical scans”, Neuro Quantology, 20( 15) , Pg 2417-2430 ,2022,.[eISSN 1303-5150] [Index: Scopus; Impact Factor: ]
7. Prasant Kumar Dash, Madhumita Panda. "EHOCA: Enhanced Healthcare Aware Optimized Congestion Avoidance Protocol for Wireless Sensor Network Applications." Design Engineering ,Issue 7:Pg13501-13510,2021.[ISSN: 0011-9342 ] [Index: Scopus; Impact Factor: ]
8. Prasant Kumar Dash, N. K. Barpanda, Madhumita Panda,”Congestion Control in Cable Network Transmission using Novel RED Algorithm”, International Journal of Innovative Technology and Exploring Engineering (IJITEE), 8(10),Pg.-2322-2324,2019.[ISSN: 2278-3075] [Index: Scopus; Impact Factor: ]
9. Madhumita Panda, Pinakini Pradhan, Hitesh Mohapatra, N.K.Barpanda,”Fault Tolerant Routing In Heterogeneous Environment”, International Journal of Scientific & Technology Research(IJSTR), 8( 08),Pg-1009-1013,2019.[ISSN 2277-8616 ] [Index: Scopus; Impact Factor: ]
10. Madhumita Panda,”Text And Image Encryption Decryption Using Symmetric Key Algorithms On Different Platforms”,International Journal of Scientific & Technology Research(IJSTR), 8( 09) , ISSN 2277-8616,pp-388-391,2019.[ ISSN 2277-8616 ] [Index: Scopus; Impact Factor: ]
11. N.K.Barpanda, Madhumita Panda,”Maximization Of Network Reliability Using Ann Under Node-Link Failure Model”, International Journal of Scientific & Technology Research(IJSTR), 8(10), Pg-2306-2310,2019..[ ISSN 2277-8616 ] [Index: Scopus; Impact Factor: ]
12. Madhumita Panda, Abinash Mishra,” A Survey of Shortest-Path Algorithms, International Journal of Applied Engineering Research(IJAER),13(9), pp. 6817-6820,2018.[ISSN 0973-4562] [Index: Scopus; Impact Factor: ]
13. Madhumita Panda”Performance Comparison of Genetic Algorithm, Particle Swarm Optimization and Simulated Annealing Applied to TSP”, International Journal of Applied Engineering Research(IJAER),13( 9), Pg. 6808-6816,2018.[ISSN 0973-4562] [Index: Scopus; Impact Factor: ]
14. Saubhagya Ranjan Jena, Manas Ranjan Mallick, Jagamohan Padhi, Madhumita Panda“Ant-colony Algorithm Based Routing Using Swastika Clustering in WSNs “International Journal of Control Theory and Applications (IJCTA),9(16), Pg.8181-8192,2016.[ISSN:0974-5572] [Index: Scopus; Impact Factor: ]
15. Madhumita Panda,”Performance Analysis of RSA Algorithm with Different Key Lengths”,International Journal of Applied Engineering Research(IJAER),10(13),Pg 33831-33835,2015.[ISSN: 0973-4562 ]( [Index: Scopus; Impact Factor: ]
16. Madhumita Panda,” A Review on Anamoly Based Network Intrusion Detection System”, Stochastic Modeling & Applications, 26( 3),Pg 711-713,2022. [ISSN: 0972-3641] [Index: UGC; Impact Factor: ]
17. Prasant Kumar Dash, Madhumita Panda, “Prolonging the Lifetime of Wireless Sensor Networks using Ambient Energy”, Stochastic Modeling & Applications, 26 ( 3),Pg 808-811,2022[ISSN: 0972-3641] [Index: UGC; Impact Factor: ]
18. Madhumita Panda”A Comprehensive Evaluation of Symmetric Cryptographic Algorithms on Windows and Ubuntu using Java”, International Journal of Advanced Engineering Research and Technology (IJAERT), 6 ( 3), Pg:209-214,2018.[ISSN: 2348 – 8190,] [Index: UGC; Impact Factor: ]
19. Madhumita Panda,”Image Encryption using Symmetric Key Algorithms on Different Platforms”, International Journal of Recent Trends in Engineering & Research (IJRTER), 04( 04),PG:518-524,2018.[ISSN: 2455-1457] [Index: UGC; Impact Factor: ]
20. Madhumita Panda,” A Performance Comparison of Genetic Algorithm And Particle Swarm Optimization Applied To TSP”, International Journal of Recent Trends in Engineering & Research (IJRTER) ,04( 04) ,Pg:529-536,2018.[ISSN: 2455-1457] [Index: UGC; Impact Factor: ]
21. N.K. Barpanda, Madhumita Panda,” Fuzzy Theory Approach for Reliability Evaluation of Cube Based Networks “,International Journal of Research in Electronics and Computer Engineering(IJRECE) , 6 (2) ,Pg:1555-1559,2018.[ISSN: 2393-9028] [Index: UGC; Impact Factor: ]
22. Madhumita Panda, ”Data Security Using Compression and Encryption Techniques”, International Journal of Research in Electronics and Computer Engineering ,(IJRECE), 6 ( 2) ,PG.1120-1122,2018.[ISSN: 2393-9028] [Index: UGC; Impact Factor: ]
23. Madhumita Panda, ”Evaluating the Performance of Encryption Algorithms for Security”, International Journal of Research in Electronics and Computer Engineering(IJRECE), 6(2) ,PG:419-423,2018.[ISSN: 2393-9028]. [Index: UGC; Impact Factor: ]
24. Madhumita Panda,”Security Challenges in Wireless Sensor Networks”, International Journal of Research in Electronics and Computer Engineering (IJRECE), 6 ( 1) ,Pg:1534-1537,2018 [Index: UGC; Impact Factor: ]
25. Madhumita Panda” Performance Evaluation of Symmetric Encryption Algorithms for Information Security”, International Journal of Advanced Research Trends in Engineering and Technology (IJARTET). 4(11),Pg 37-419(2017).[ISSN 2394-3777]. [Index: UGC; Impact Factor: ]
26. N.K.Barpanda, Madhumita Panda,”Fuzzy Reliability Evaluation of Loosely Coupled Parallel Computer Interconnection Networks”, International Journal of Research in Electronics and Computer Engineering (IJRECE), 5(4) ,pp:604-607,2017.[ISSN: 2393-9028] [Index: UGC; Impact Factor: ]

International Conferences

1. "A Comparative Study of Cardiovascular Disease Prediction using Different Machine Learning Algorithms”, in International Conference on Innovative Trends in Engineering and Technology held on 28th and 29th July,organized by K J College of Engineering and Management Research [Index: ]
2. .”Comparative Analysis of Machine Learning Algorithms for Cardiovascular Disease Predictions”,2nd International Conference on Current Trends in Multidisciplinary Research organized by Indian Academicians and Researchers Association on 17th July. [Index: ]
3. “A Novel Approach To Maximize Network Life Time in Wireless Sensor Networks by the Use of Ambient Energy”, 2nd International Conference on Science, Technology And Innovation organized by Indian Academicians and Researchers Association , 6th February. [Index: ]
4. "Performance Evaluation of Novel RED with RED For Cable Network Transmission”, First International Conference On Recent Trends On Management, Engineering & Science (ICIES - 2021 Online) organized by Sri Venkataramana Swamy College, Bantwal, Karnataka, India And RSP Conference Hub, Coimbatore, Tamilnadu, India on 27th & 28th November’ [Index: ]
5. "Relative Study of Routing Protocols in Diverse Topologies of Wireless Sensor Network” First International e-Conference on Management, Science & Techno logy (ICMST - Online) organized by the Department of Computer Science, RBVRR Women's College, Hyderabad, India in collaboration with Global Conference Hub, Coimbatore, India 29th and 30th May [Index: ]
6. “Image File encryption using symmetric Key Algorithms”,in International Conference on Recent Trends in Engineering Science and Management held on 23rd and 24th April,organized by School of Electronics and Communication Engineering, RevaUniversity, Bengaluru [Index: ]
7. ”Performance Analysis of Symmetric Cryptographic Algorithms”,in International Conference on Advance Studies in Engineering and Sciences,held on 2nd December, at SatyaSai University of Technology and Medical Sciences,Bhopal [Index: ]
8. ”A Novel Approach To Maximize Network Life Time By Reducing the Variance of Power Consumption Among Nodes In Wireless Sensor Network” at International Conference on Electrical, Electronics and Data Communication(ICEEDC) held at Trivandrum on 13th Oct [Index: ]
9. "Convulational Neural Network Approach for Disease Classification"IEEE sponsored International Conference on Smart Computing for Innovation& Advancement in Industry4.0 held on 5th june,2024 at OP Jindal University. [Index: Scopus ]
10. "Optimizing Diabetes Risk Prediction:Metaheuristic-Driven Tuning of Deep Neural Networks”,IC-CGU, International Conference on Cognitive, Green and Ubiquitous Computing.March 1st -2nd ,C.V.Raman,Global University,Bhubaneswar [Index: Scopus ]
11. "Improving Prediction of Chronic Heart Failure using SMOTE and Machine Learning”, ICCSEA-2022, Second International Conference on Computer Science, Engineering and Applications, Organized by Department of Computer Science and Engineering, GIET University, Gunupur, India held on 8th September [Index: Scopus ]
12. "Improving Network Lifetime for Underwater Sensor Network through Energy Balancing”, ICCSEA-2022, Second International Conference on Computer Science, Engineering and Applications, Organized by Department of Computer Science and Engineering, GIET University, Gunupur, India held on 8th September [Index: Scopus ]
13. "An Efficient Collision Avoidance Scheme for Healthcare Application”, International Conference on Intelligent Controller and Computing for Smart Power ( ICICCSP 2022) , 21st -23rd July, 2022,organized by Department of Electrical and Electronics Engineering, Sreenidhi Institute of Science and Technology, Hyderabad. [Index: Scopus ]
14. .”Big Data: A Boon to Fight against Cancer using MapReduce Framework”, International Conference on Smart & Sustainable Technologies(ICSST-2021) 16-18th December, at GIET University, Gunpur, Odisha. [Index: Scopus ]
15. ” A Virtual & Pragmatic Analysis on Networked Security Incident, its Handling & Reporting Measures”,at International Conference on Computer Science,Engineering and Applications(ICCSEA-2020),organized by Department of Computer Science &Engineering,GIET Gunupur,on 13th-14th Marc [Index: Scopus ]

National Conferences

1. ”Performance Evaluation of Ant Colony Optimization Algorithm and Genetic Algorithm in Travelling Salesman Problem” in UGC Sponsored National Conference on Recent Trends in Computing,Communication& Applications, held on 13th-14th May,Organised by Department of Computer Application,North Orissa University. [Index: ]
2. “Broadcast Reliability Evaluation of Multistage Interconnection Networks”,in National Conference on Innovative Structural Materials organized by Advanced Engineering Materials Research Foundation(AEMRF),during 24th -25th December at Bhubaneswar [Index: ]

Graduate Level:

1.Programming using C
2.Digital Logic
3.Programming using C++
4.JAVA Programming
5.Operating Systems
6.Algorithm Design Techniques
7.Data Structures
8.Computer Networks

Post Graduate Level:

1.Object Oriented Programming
2.Information Security
3.Design and Analysis of Algorithms
4.Information Security
5.Mobile Computing
6.Simulation and Modelling

Award, Honours and Achievements

1. Received the Best Paper award in IEEE conference organized by Department of Computer Science and Engineering, OP Jindal University, Raigarh.
2. Certificate of Merit for scoring the highest marks in in B.Sc. Computer Science Examination(2001),G.M.College.

Books / Chapters Published

1. Sudipta Priyadarshinee and Madhumita Panda “Machine Learning Algorithms for Diabetes Prediction”, Communications in Computer and Information Science, Springer,Pg 289-298,2023.[ ISBN 978-3-031-23232-9]
2. Dillip Narayan Sahu & Madhumita Panda ,“Predictive Analysis On Real-Time Medical Diagnosis Of Brain Tumor Using Machine Learning “,Research Trends In Multidisciplinary Subjects, Red’shine Publication Pvt. Ltd. Volume 4,Pg 248-257,2022.[ISBN: 978-93-91479-24-4]
3. Panigrahi, G. R., Barpanda, N. K., &Panda, M. “Machine Automation Making Cyber-Policy Violator More Resilient: A Proportionate Study”, Handbook of Research on Automated Feature Engineering and Advanced Applications in Data Science, IGI Global , Pg-329-345 2021.[ ISBN13: 9781799866596]
4. Prasant Kumar Dash, SukantKishoroBisoy, Narendra Kumar Kamila, Madhumita Panda, “Parameter Setting and Stability of PI Controller for AQM Router”, Handbook of Research on Wireless Sensor Network Trends, Technologies, and Applications,Pg.373-392,2016.[ISBN: 9781522505013]
5. Ashis Behera, Madhumita Panda, "Data Aggregation Using Dynamic Tree with Minimum Deformations." Computational Intelligence in Data Mining-Volume 1.Springer India, Pg,175-186,2015.[ISBN: 978-81-322- 22]

Sponsored Projects

1. Big Data Platform for Temporal Storage of Clinical Data of Patients of Cardiovascular Diseases and Data Mining for Better Diagnosis and Treatment,ICMR.(Co-Investigator)

Seminar / Symposia / Workshops / Short term Course organized

1. National Workshop on Recent Advancements of Computer Science& Electronics Engineering for Information Technology(RACE It-2015),15th-17th Jan, SUIIT,Sambalpur University, sponsored by DRDO.
2. Webinar on "Journey of Data Science",18th May,2020 at School of Computer Science, G.M.University.
3. National Webinar on "Mobile Based Crowd Sourcing and Crowd Sensing: Concept and Applications",12th June 2021, at School of Computer Science, G.M.University.
4. National Seminar on "Applications of Intelligent Computing", January 07, 2023,at Department of MCA,G.M.University.

Members of Professional Bodies

1. Orissa Information Technology Society, Life Member.
2. Life member of International Association of Engineers(104527).
3. Life member of Indian Society for Technical Education (LM-135786)

Patents

1. CLOUD BASED INTRUSION DETECTION AND PREVENTION SYSTEM FOR NETWORK SECURITY
2. Application No:20 2023 103 932
3. IPC:G06F 21/55

Extra Responsibility

1. Head, School of Computer Science (Since ,06-03-2020 till date)
2. Coordinator, MCA (Since 05-11-2020 till date)
3. Coordinator Mo College Abhiyan (Since 17.06.2022 till date)
4. Coordinator of Dr.Narayani Panda Centre for IT Skills(Since 09-11-2023 till date)