Birla Institute of Technology, Mesra
Dr. Madhavi Sinha
Associate Professor, Computer Science and Engineering
Ph.D. (Computer Science)
Contact Address
Permanent Address 9 Kama House Civil Lines Jaipur-6
Local Address 27 MIA Malviya Nagar Jaipur-17
Phone (Office) 91-141-4019814
Phone Residence 91-9314642971
Email Id
Joined Institute on : 1-Aug-2007

  Work Experience
Teaching : 30 Years

Research : 20 Years

Individual: 01 Years

  Research Areas
  • Language Computing
  • Algorithms
  • Real Time System
  Award and Honours

Award for the book on Operating system in Hindi by Dept. of Electronics, Govt of India ,1998




  • Design of fuzzy controlled routing protocol to save energy in ad hoc networks, International Journal of Services Technology and Management, 27(1-2), pp:51-71, 2021 (co authored with Hemraj Saini,MM Agarwal, MC Govil) Scopus (Elsevier)
  • Fuzzy based Data Fusion for Energy Efficient Internet of Things, International Journal of Grid and High Performance Computing, 3(3),  PP :  46-58,2019 (co authored with MM Agarwal, MC Govil, S. Gupta) Scopus
  • Design and analysis of an improved AODV protocol for black hole and flooding attack in vehicular ad-hoc network (VANET), Journal of Discrete Mathematical Sciences and Cryptography, 22(4), pp :453-463, 2019 (co authored with A Kumar) Emerging Sources Citation Index
  • Design and development of new framework for detection and mitigation of wormhole and black hole attacks in VANET, Journal of Statistics and Management Systems 22 (4), PP: 753-761, 2019 (co authored with A Kumar)
  • A differential evolution-based routing algorithm for multi-path environment in mobile ad hoc network, International Journal of Hybrid Intelligence , 1 (1), pp: 23-40, 2019 (co authored with Anju Sharma)
  • Pattern recognition based on specific weights, International Journal of Applied Pattern Recognition 5 (1), PP : 1-10, 2018 (co authored with S Singh ) Emerging Sources Citation Index
  • Enhanced Discrete Differential Evolution for Optimized Routing in Mobile Ad-hoc network, Ciencia e Tecnica Vitivi,   33(9), pp 16-34,  2018 (co authored with Anju Sharma) SCI
  • Energy conservation by improving flooding mechanism in MANET, Journal of Scientific & Industrial Research,  76, 2017, pp. 408-414 (co authored with MM Agarwal*, MC Govil,  AK Jhankal)
  • Forensic sketch recognition using user specific facial region, International Journal of Biometrics, 8(2),pp:  134-144 , 2016 (co authored with Saurabh Singh) Scopus
  • Fuzzy Logic Controlled Energy Efficient Routing in Mobile Ad-Hoc Networks, International Journal of Computer Networks and Wireless Communications (co authored with Madan Mohan Agarwal, Anuj Kumar Jhankal, Mahesh Chandra Govil)
  • Framework for authenticate the message in vechular Ad-Hoc network, International Journal of Advanced Research in IT and Engineering, 3(70, pp:9-19 , 2014 (co authored with ,Ankit kumar)
  • A Sustainable approach to automate user session based state machine generation for AJAX web applications, Journal of Theoretical and Applied Information Technology, 53(3), 2013 (co authored with Anuja Arora) Elsevier  SCOPUS
  • Single-response metric analysis of adaptive fault tolerant replication routing protocol for manets using taguchi approach, International Journal of Computer Networking, Wireless and Mobile Communications, 3(3), pp 105-116, 2013 (co authored with Swati Saxena)
  • A  Differential Evaluation Algorithm for routing Optimization in Mobile Ad-hoc Networks, International Journal of Computer Science and Network (IJCSN)Volume 1, Issue 4, August 2012 ISSN 2277-5420 PP 109-115 (co authored with Anju Sharma)
  • Design and Implementation of Agent based Inter Process Synchronization Manager,  International Journal of Computer Applications (0975 – 8887) Volume 46– No.21, May 2012 pp 17-22 , DOI : 10.5120/7065-9670 ( co authored with Deepshikha Bhargava)
  • Web Application Testing: A Review on Techniques, Tools and State of Art, International Journal of Scientific & Engineering Research, Volume 3, Issue 2, February-2012 ISSN 2229-5518 (co authored with Anuja Arora)
  • Statistical study of Performance Metrics of Adaptive Fault Tolerant Replication Routing Protocol for MANET”, International Journal on Computer Science & Engineering, Vol. 4, Issue 11, November 2012, ( co authored with S Saxena)
  • Agent Based Design for Solving Inter Process Synchronization Problem”, An International Journal of Advanced Engineering & Applications, ISSN : 0975 – 7783 Jun –1(2011). ( co authored with Deepshikha Bhargava)
  • Evaluation of English-Indian Languages Machine Translation:  Human Vs Automatic” International Journal of Translation, ISSN 0970-9819 Vol. 23 No. 1 Jan- Jun 2011 ( Co authored with Manisha)
  • Query optimization using genetic algorithms, Research Journal of Information Technology, Vol 2 Issue 3, PP 139-144, 2010 (Co authored with S. Chande)
  • Genetic algorithm: a versatile optimization tool, International Journal of Information Technology, Vol 1 No 1, 2009 (Co authored with S. Chande)
  • Machine Learning in PRABODH :An intelligent Hindi Grammar Tutor” Computer science & Informatics, Vol 27, No 1, 1997, PP 11-18 (Co authored with R. Govil) 
  • PRABODH : An intelligent Tutor for  teaching language skills to young children” , Journal of computing in childhood education, AACE, USA, Vol 8, No 1, 1997 ISSN 1043-1055, pp 23-38 18 (Co authored with R. Govil)
  • Knowledge Representation  in PRABODH : An intelligent Hindi Grammar Tutor for young children” International Journal of Management and Systems, special issue on mathematical computing, vol 11, no 5, Sept Dec 1995  (Co authored with R. Govil)


Conference Proceedings



  • Run-time performance analysis of non-agent based solution for Inter Process Synchronization problem, 2015 4th International Conference on Reliability, Infocom Technologies and Optimization (ICRITO) (Trends and Future Directions), 2015, pp. 1-5, doi: 10.1109/ICRITO.2015.7359321. (co authored with D. Bhargava, and R. C. Poonia),


  • Influence of crossover and mutation on the behavior of Genetic algorithms in Mobile Ad-hoc Networks, 2014 International Conference on Computing for Sustainable Global Development (INDIACom), 2014, pp. 895-899, doi: 10.1109/IndiaCom.2014.6828092 (co authored with A. Sharma)


  • Overview on vehicular ad hoc network and its security issues,2014 International Conference on Computing for Sustainable Global Development (INDIACom), 2014, pp. 792-797, doi: 10.1109/IndiaCom.2014.6828071 (co authored with A. Kumar)


  • Performance Analysis of Agent Based IPSM, Ninth International Joint Conference on Computer Science and Software Engineering, organized by University of the Thai Chamber of Commerce (UTCC), Bangkok, Thailand. 30May 2012- 1 Jun 2012 . (co authored with D. Bhargava)



  • Performance analysis of agent based IPSM, 2012 Ninth International Conference on Computer Science and Software Engineering (JCSSE), 2012, pp. 253-258, doi: 10.1109/JCSSE.2012.6261961. (co authored with D. Bhargava)


  • Genetic optimization for the join ordering problem of database queries, 2011 Annual IEEE India Conference, 2011, pp. 1-5, doi: 10.1109/INDCON.2011.6139336. (co authored with S. Chande)



  • Role of Natural Language Processing in Community Structure Detection, Proceedings of the 4th National Conference; INDIACom-2010 Computing For Nation Development, February 25 – 26, 2010 (co authored with V. Bhola, M. grover)


  • Identifying key players in a social network: measuring the extent of an individual's Neighbourhood Connectivity, IEEE International Workshop on: Business Applications of Social Network Analysis, 2010 (co authored with V. Bhola, M. grover , G .S. Mahotra)


  • Optimization of relational database queries using genetic algorithms, Proceedings of the International Conference on Data Management, IMT Ghaziabad , 2010 (co authored with S. Chande)


  • Handling Certain Issues in the Evaluation of Machine Translation“ International Conference on Asian Language Processing 2008 Chiang Mai, Thailand, November 12-14, 2008 (coauthored with Manisha)


  • Design Issues of Hindi Spell Checker”, STRANS2002, IIT Kanpur  March 2002 (co authored with R. Govil)


  • Intelligent Computer Assisted Hindi language Learning”, Eds David Jonassen & Gordon McCalla, Proceedings of the international conference ICCE 95, Singapore Dec 5-8 1995 (co authored with R. Govil)


  • Computer Aided Language Learning & Teaching Tool for Primary School Children”, Information Technology applications in language scripts and speech, BPB publications, New Delhi 1994 (co authored with R. Govil)


  • A Language teaching tool for primary school children” , International Conference of Society for technology & teacher education, STATE 94, Washington DC 16-19 March 1994 (co authored with R. Govil)


  • PRABODH – An Intelligent tutor for teaching language skills to young children “, ED-MEDIA 1994, World Conference on educational multimedia & hypermedia. Vancouver Canada, Jun25-29 1994 (co authored with R. Govil)




  Member of Professional Bodies

1. Life Member of Indian Science Congress

2. Member of International  Association of Engineers (IAENG)

  Current Sponsored Projects

Funded Research Projects (Completed):

  1. Title: Soft modeling of group dynamics : A cognitive psychology perspective

          Role:              Principal Investigator (PI).

          Funded By:   Department of Science & Technology, Ministry of Science & Technology, Government of India

           Duration:      2009-2011 (Two Years)

          Budget:         Rs. 11,29,440/-

  Text and Reference Books

1. Saxena Madhavi, Disk Operating System (In Hindi) ,  Pitambar Publication New Delhi , 1994

  • Guide to  Swati Chande (Awarded) 
    Thesis Title:   Query Optimization using genetic algorithm 
  •  Guide to Deepshikha Bhargava (Awarded) 
    Thesis Title:   Design of Intelligent Agent Based Technique for solving Inter Process Synchronization problem
  •  Guide to Anuja Arora(Awarded) 
    Thesis Title:   Automatic Fault Detection and Test case Generation Using genetic Algorithm for AJAX and Web Applications
  •  Guide to Swati Saxena(Awarded) 
    Thesis Title:   Performance Evaluation of Routing in Time Constrained Messages (Using Multicopy approach)
  • Guide to . M.M. Agarwal (Awarded) 
    Thesis Title:   Energy efficient routing in MANET: probabilistic and fuzzy based approach
  • Guide to . Anju Sharma  (Awarded) 
    Thesis Title:   Design and Analysis of Differential Evolution based Routing Protocol for MANET
  • Guide to .Saurabh Singh (Awarded) 
    Thesis Title: Enhancement of Dimensionality Reduction Techniques for Pattern Construction of Biometric Authentication Systems



  Member, Editorial Board
  • Research Journal of Information Technology, Publisher Academic Journals Inc. USA
  • Co Converer of International Conference on Contemporary Trends in Multidisciplinary Research and Innovation (ICCTMRI– 2023) organized by Birla Institute of Technology Mesra, Off Campus Jaipur, India 27th-28th July, 2023