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    This post was last updated on       June 20th, 2022

Dr. Chayadevi M L


Designation : Professor and Head 

Area of specialization : Data Mining, Knowledge Engineering, Medical Image Processing, Machine learning, Computational Intelligence, Speech recognition

Date of Joining BNMIT : 4/4/2022

Nature of Association (Regular/Contractual/Adjunct) : Regular

E-mail Id : chayadevi1999@gmail.com

No. of years of Experience : 22 yrs (teaching) 

Department : Computer Science & Engineeering

Qualification

DegreeInstitutionMonth & Year of Passing% of marks obtained
Ph.DRNSIT
Research
Centre, VTU,
Belagavi,
Karnataka, India.
2016 Awarded
M.Tech (CSE)SJCE, Mysore,
VTU, Belagavi,
Karnataka, India
2004Distinction
B.E (CSE)SJCE,
University of
Mysore,
Karnataka
1999Distinction

Experience

SI. No.DesignationInstitutionDuration
1Professor and HeadBNM Institute of Technology, Bangalore, IndiaApril 2022 – Till date
2Associate Professor & HODJSSATE,
Bangalore, India
May 2015 – April 2022
3Assistant ProfessorJSSATE,
Bangalore, India
April 2007 – April 2015
4Senior LecturerJSSATE,
Bangalore, India
September 2006 – March 2007
5LecturerSJCE Mysore, IndiaMarch 2001 – September 2006
5LecturerSJCE Mysore, IndiaAugust 1999 – February 2001

 Awards and Achievements

  1. Best Presentation Award at IIT Delhi Received “A” grade at CEP course exam at IISC on Data Mining.

Roles and Responsibilities as a Researcher

  1. Presently guiding PhD research scholars in the area of data mining, image processing and speech recognition.
  2. Worked in the area of Medical image processing since 2003, carried internship at JSS Hospital and Medical College towards Research activities.
  3. Worked with real time images at JSS Hospital, Mysore with Tuberculosis and Malaria Patients, and connected with AIISH towards research project.
  4. Working towards Research projects and proposals.
  5. Guiding PhD scholar, Mrs.Shraddha C , on “Hybrid approaches to Noise cancellation
    algorithm for speech recongnition”, at VTU.
  6. Guiding PhD scholar, Mr.Anireekshit Narayana, on “A Novel approach for service
    discovery in cloud orchestered SIOT using Machine Learning”, at VTU.
  7. Guiding PhD scholar, Mrs Latha S S, on “Deep Learning Based Intrusion detection
    system for novel distributed deniel of service attack in cloud storage application” at
    VTU.

Academic Positions and other Responsibilities (University Level):

  1. Presently guiding UG and PhD students towards their research and projects.
  2. Reviewer for research articles.
  3. Examiner for UG, PG, Ph.D Viva Voce Examinations.Editorial Board member , VTU News Letter.

Invited Talks / Session Chair

  1. Session Chair for International Conference in Recent Trends in Science and
    Technology 2021.
  2. Session Chair for National Conference on Advancements in Information Technology 2021.
  3. Chair-Person and VTU Representative for College Internal Complaint Committee.
  4. Session Chair for International Conference on Advancements in Information
    Technology 2019.
  5. Reviewer of International Conference ICRTST 2021 held on 8th and 9th July 2021 at
    Mysore.
  6. Reviewer for 6th International Conference on Fuzzy Systems and Data Mining FSDM 2020 held at Xiamen City.
  7. Reviewer for 6th International Conference on Fuzzy Systems and Data Mining FSDM 2020 held at Xiamen City.
  8. Session Chair for National Conference on Advancements in Information Technology 2020.
  9. Technical Program Committee member for international conference on Advancements in information technology held in July 2019.
  10. Reviewer of International Conference CSITSS 2019 held at RVCE Bangalore.
  11. Technical Program Committee member for international conference on Advancements in information technology held in July 2019.
  12. Editor for Springer CCIS 801[978-981-10-9058-5] on Cognitive Computing and
    Information Processing.
  13. Reviewer for IEEE- International Conference on Advances in Information Technology 2019.
  14. Convener and General Chair for 4th National Conference on Advancements in
    Information Technology NCAIT 2018.
  15. Judge for inter college project exhibition held at Dayanand Sagar Academy of
    Technology and Management.
  16. General Chair for International Conference on Cognitive Computing and Information
    Processing CCIP 2017 held on 14th to 16th December 2017.
  17. Session Chair of International Conference on Signal, Image Processing,
    Communication & Automation – ICSIPCA 2017.
  18. As a resource person, delivered special talk on NBA process at MIT college Mysore
    on 25th April 2019.

Membership of Professional Bodies

  1. Life time member of International Society for Technology in Education (ISTE)
  2. Member of Computer Society of India (CSI).

Expertise / list of Subjects handled

Research Interest

  • Presently guiding PhD research scholars in the area of data mining, image processing and speech recognition.
  • Worked in the area of Medical image processing since 2003, carried internship at JSS Hospital and Medical College towards Research activities.
  • Worked with real time images at JSS Hospital, Mysore with Tuberculosis and Malaria Patients, and connected with AIISH towards research project.
  • Working towards Research projects and proposals.
  • Guiding PhD scholar, Mrs.Shraddha C , on “Hybrid approaches to Noise cancellation
    algorithm for speech recongnition”, at VTU.
  • Guiding PhD scholar, Mr.Anireekshit Narayana, on “A Novel approach for service
    discovery in cloud orchestered SIOT using Machine Learning”, at VTU.
  • Guiding PhD scholar, Mrs Latha S S, on “Deep Learning Based Intrusion detection
    system for novel distributed deniel of service attack in cloud storage application” at
    VTU.

Funding received: 

NIL

Journal

  • Chayadevi M L et al., , “Automated ATM Security with Image Processing and Machine Learning Techniques”, Journal of Computational and Theoretical Nanoscience, doi.org/10.1166/jctn.2020.9100, vol 17, 2020
  • Chayadevi M L et al., “Morlet-kernel Principal component analysis features for speech recognition”, Journal of Computational and Theoretical Nanoscience, doi.org /10.1166 /jctn.2020.9102 , Vol 17, 2020
  • Chayadevi M L et al., “Fuzzy clustering algorithms – comparative studies for noisy speech signals”, IJSC-ICTACT Journal on Soft Computing, DOI: 10.21917/ijsc.2019.0267, vol 9, issue 3, 2019
  • Chayadevi M L, Raju G T, “Usage of ART for Automatic Malaria Parasite Identification Based on Fractal Features”, International Journal of Video and Image Process and Network Security (IJVIPNS), ISSN: 2227-2755, eISSN: 2077-1207, vol. 14, issue 4, 2014. Indexed by SCOPUS (Elsevier).
  • Chayadevi M L, Raju G T, “Automated Segmentation of Malaria Parasite with Fuzzy and Fractal methods”, Smart Innovation, Systems and Technologies, ISSN: 2190-3018, ISBN 978-81-322-2201-9, DOI 10.1007/978-81-322-2202-6, 2015.
  • Chayadevi ML et al., “A Survey on on WIFI and LIFI technologies”, International Journal of Computer Technologies and Applications, IJCTA, ISSN: 2229-6093, Vol.No.6, Issue 6, Dec 2015, Page Nos. 1047-1051.
  • Chayadevi M L, Raju G T, “Extraction of Bacterial Clusters from Digital Microscopic Images through Statistical and Neural Network Approaches”, Advances in Intelligent Systems and Computing (AISC) SPRINGER 174, pp. 1091– 1099, ISSN 2194-5357 e-ISSN 2194-5365.
  • Chayadevi M L, Dr. Raju G T, “Data mining, Classification and Clustering with Morphological features of Microbes”, International Journal of Computer Applications (IJCA), ISSN 0975-8887, ISBN : 973-93-80870-07-5, vol.52, issue 4, pp 01-05, August 2012.
  • Chayadevi M L, Dr. Raju G T, “Classification and Clusters Extraction from bacterial images using statistical and neural network approaches”, International Journal of Computer Engineering and Technology (IJCET), ISSN 0976-6375(online), ISSN 0976-6367(Print), vol.3, pp 288-296, July-Sept 2012.
  • Chayadevi M L, Sandya B S, Anitha, “Automated Classification of Centroblast Cells using Morphological and Texture features”, International Journal of Computer Applications (IJCA), ISSN 0975-8887, ISBN : 973-93-80870-07-5, vol. 72, issue 3, pp 19-23, May 2013.

Conference

  • Chayadevi M L et al.,“Breast Cancer Prediction using machine learning techniques”, International Conference on Integrated Intelligence Computing communications and security, held in the August 2021.
  • Chayadevi M L et al., “Survey on Systematic Strategies for Energy Efficient Routing in Wireless Sensor Networks”, International Conference on Multidisciplinary Technologies and Challenges in Industry-4.0 ICMTCI-4.0 2020, held on 18-19th  Sept 2020.
  • Chayadevi M L et al., “Morlet-KPCA features for Speech Recognition”, 2nd International Conference on Recent Innovative Trends in Computer Science and Applications held on 25th and 26th October 2019.
  • Chayadevi M L, “Automated ATM Security with image processing and machine learning Techniques”, presented and published in 2nd International Conference on Recent Innovative Trends in Computer Science and Applications held on 25th and 26th October 2019
  • Chayadevi M L “Music Therapy for Stress control and autism”, Chayadevi M L et.al., has been accepted and published at IEEE-International conference on Advancements in Information technology, ICAIT 2019, held in july 2019.
  • Chayadevi M L et al., “Noise Cancellation and Noise Reduction Techniques”, IEEE-International conference on Advancements in Information technology, DOI:10.1109/ICAIT47043.2019.8987262, ICAIT 2019, held in july 2019.
  • Chayadevi M L and Raju G T, “Automated Segmentation of Malaria Parasite with Fuzzy and Fractal methods” ICCIDM, 2014.
  • Chayadevi M L & Dr. Raju G T, “Automated Colour Segmentation of Tuberculosis Bacteria thru Region Growing: A Novel Approach”, In the Proceedings of IEEE International Conference on Applications of the Digital Information and Web Technologies, ICADIWT, 17-19, February 2014, Indexed in SCOPUS (Elsevier), IEEE Xplore, ISBN: 978-1-4799-2258-1, IEEE Catalog Number: CFP1476E-CDR.
  • Chayadevi M L and Raju G T, “Bacterial Classification and Clustering through Morphological Features Extraction”, Presented in National Conference on Bioinformatics, 30-31st July 2012, IIT-Delhi. Abstract has been published in the Proceedings of “Book of abstracts”, IIT-Delhi and has received Best Presentation Award.
  • Chayadevi M L and Raju G T, “Extraction of Bacterial Clusters from Digital Microscopic Images through Statistical and Neural Network Approaches”, Presented and Published in the Proceedings of SPRINGER- International Conference on Advances in Computing, ICADC 2012, ISBN 978-81-322-739-9 e-ISBN 978-81-322-0740-5, 4-6th July, 2012, Bangalore.
  • Chayadevi M L and Dr. Raju G T “Data Mining in Bioinformatics and its Applications : A Survey”, , Presented and Published in the Proceedings of International Conference on Data Engineering and Communication System, ICDECS2011, pp 115-123, vol.1, ISBN 978-93-81583-17-3, 30-31st December 2011, Vivanta Taj, Bangalore.
  • Chayadevi ML et al., “Identification and detection of bacteria: A Simple multiscan approach”, presented and published in International Conference on Cognition and Recognition, ICCR 2008.
  • Hobbies

  • Nill
  • Sports

    NIL

  • Music

    NIL

  • Any other things