Dr. Jayashree R

Professor

Description : Dr Jayashree R has an extensive academic experience of 25 years in the department of Computer Science and Engineering .She Was a member of Local Inquiry Committee (LIC) of VTU during 2017. >She Was nominated by the VTU as an Academic Council member ( VTU Nominee) for SDM College of Engineering and Technology, Dharwad for a period of 2 years. >she was a Panel member for PhD comprehensive Viva Voce exams and a member for doctoral committee for PES University, VTU and other reputed universities. >She Was nominated as an External Expert for the Recruitment and Assessment Committee for the Senior scientists of DRDO. Invited as an Academic Expert for Bangalore University Exams, Invited as Guest speaker by different colleges . >she is a Recognized research supervisor of VTU and PES University. >she has Chaired technical sessions on Information Retrieval at prestigious conferences held in India, USA and China. >she has Presented papers at the flagship conferences in the US and China. Served as member for BOS and Department Curriculum Committee for PES University. >she is a Reviewer for papers of reputed International conferences and Journals. >she was featured in a news article in The Indian Express, July 8th Edition, for the contribution in the field of Kannada NLP. Link: http://epaper.newindianexpress.com/m5/1273610/The-New-Indian-Express-Bangalore/08-Jul-2017#page/23/1 and in a news article in Indian Express, June 13th Edition, for developing an App based on Google navigation map link: http://www.indianexpress.com/cities/bengaluru/2018/jun/11/app-to-send-alert-whwn-vehicle-gets-towed-coming-soon-1826711.html >she was Invited member for the Interview panel of PhD research scholars of VTU and PESU. Was a Rapporteur, session chair, external expert for various national and International conferences. > she is the Member, Board of editors, in Computer and Information Sciences stream, International Journal of Engineering Sciences and Management, a Multidisciplinary Publication of VTU. >she has Published 11 International Journal papers and 35 International Conference papers of good repute. Served as coordinator at different levels in the department.

Computer Science

Undergraduate

717


Qualification
Qualification Institution Year
BE(CSE) PES Institute of Technology,Bangalore University
M Tech (CSE) PES College of Engineering,Visvesvaraya Technological University
PhD(CSE) PES Institute of TEchnology Research Center under VTU,Belagavi

Experience
Designation Institution From To
Professor PES University 2015 Till Date
Associate Professor PES Institute of Technology 2010 2015
Asst. Professor PES Institute of Technology 2006 2010
Lecturer PES Institute of Technology 2004 2006
Lecturer Bahubali College of Engineering, Shravanabelagola 1998 2004
Lecturer MVJ College of Engineering,Bangalore 1996 1997

Awards / Achievement
  • 1) Was a consistent class topper and received award for securing distinction in all 4 semesters and secured 8th Position in the university during Master’s degree with an aggregate of 84 % .
  • 2) Completed Continuing Education Program under PROFICIENCE, conducted by Indian Institute of Science, Bangalore on ‘C’ Programming with ‘C’ Grade in the year 1997 and ‘Network Protocol and Design’ with ‘A’ grade in the year 2005.
  • 3) Nominated as an external expert for conducting PhD interviews
  • 4) Reviewer for PhD thesis of IIIT Hyderabad and VTU, Belagavi.
  • 5) Member, Board of Editors for a multidisciplinary Journal published by VTU
  • 6) Featured in English daily 'The Indian Express ' twice about her research.
  • 7) Was invited as a chief guest for different functions organized by various colleges at Bangalore
  • 8) worked as Editor for Alumni News letter of PES University for a period of 5 years and was responsible for inviting several cine stars and achievers in the field of Literature and entertainment for Alumni meets.


Institutional Membership
  • Life Member ISTE
  • Life Member Linguistic Society of India(LSI),Kolkata
  • Member , Machine Intelligence and Research Labs

Additional Information
  • DOJ: 26.02.2004 Experience: 25 years
Responsibilities
  • Served as BOS member for Autonomous scheme of PES Institute of Technology.
  • was invited as Academic Expert for the conduction of practical exams of Mount Carmel College which is an autonomous institute under Bangalore University in the month of May, 2017.
  • Member of the Academic Council ,VTU Nominee, for SDMCET, Dharwad for a period of 2 years from 2017-2019.
  • Worked as moderator, valuer, external Deputy Chief for VTU, Bangalore University and Mysore University exams.
  • Editor of Bi Annual Alumni Newsletter for a period of 4 Years from 2007-2011.
  • Chaired a session on ‘Information Retrieval’ at the Third International Conference on Soft Computing and Pattern Recognition (SOCPAR-2011), held at Dalian, China.
  • Chaired a session on ‘Artificial Intelligence and Soft computing’ at the Third International conference on Soft Computing, Artificial Intelligence and Applications (SCAI-13)’, held at New Delhi, India
  • Worked as Process coordinator for the department for a period of one year (2012-2013).
  • PG coordinator for Visvesvaraya Technological University and PES University for a period of 1.5+ years from May 2015 to Mar 2017.
  • Member of the Department advisory council
  • Member for the Interview panel for PESIT and PES University.
  • Reviewer for British Journal for Mathematica and Computer science, 2016.
  • Reviewer for Asian Journal for Mathematics and Computer Science, 2017
  • Reviewer for Pre PhD Thesis of Visvesvaraya Technological University, Belgaum.
  • Reviewer for PhD thesis for University of Hyderabad in the year 2016 and 2017
  • Invited as Academic Expert for the conduction of the Exam of Bangalore University in the month of April ,2017
  • Invited as a guest speaker to deliver a talk on ' Internet of Things ' , by St. Francis College, Electronic City, Bangalore in the month of April, 2017.
  • presently nominated to different doctoral committees of the Visvesvaraya Technological University, Belgaum.
  • was on the board of interview panel for the promotion of scientists from DRDO, was invited as External Expert from the Dept of Defense in the Month of May 2017.
  • Worked as Alumni Coordinator for PES institutions for a period of five years.
  • organized various workshops and National and International conferences at the Institute level.
  • was identified as the main coordinator for the conduction of one week workshop on 'Android Programming Skills' in association with Google and Visvesvaraya Technological University from 10th to 14th July, 2017.
  • was invited as an external expert for the interview panel of KSSEM, Bangalore in the month of July,2017
  • organized one day workshop on Intel Nervana on AI and its applications in association with Intel in the month of September, 2017.
  • was invited as the chief guest and the judge for the one day national level seminar on digital connectivity at St Francis College, Bangalore on September 15th, 2017.
  • was featured in a news article in The Indian Express, July 8th Edition, for the significant contribution in the field of Kannada NLP. Link:http://epaper.newindianexpress.com/m5/1273610/The-New-Indian-Express-Bangalore/08-Jul-2017#page/23/1
  • delivered a Technical talk on 'Data Analytics' at Kristu Jayanti College, Bangalore on August 19th, 2017.
  • Member for the Board of Examiners(BOE) for Malnad College of Engineering, Hassan, an Autonomous Institute under VTU for the year 2017.
  • Advisory committee member for the International conference on Advances in Computer Sciences and Technology, Bangalore ,held on 24th Dec ,2017.
  • Coordinated Peer Teaching activity for the department of CSE at PES University
  • was an PhD expert committee member for the conduction of interview of PhD candidates of VTU during December 2017.
  • was an invited member in the interview panel of PhD candidates of PES University during 2017
  • was invited as a Rapporteur for The International Conference on Advances in Computer Science and Technology, St Francis De Sales College, Bangalore on 24th January, 2018.
  • Was invited as an External Expert for scrutiny of Question papers at BMS College of Engineering, during June 2018,Bangalore
  • was invited as a chief guest for the valedictory function of the workshop on Research Methodologies, conducted by the VTU, Belagavi.
  • Was a special invitee for one day workshop on' AICTE Model Curriculum' conducted by the Visvesvaraya Technological University,held at BMS College of Engineering on 12th March, 2018.
  • Resource person for workshop series on 'Research Methodologies ' conducted by the VTU for a period of one year.
  • was invited as a session chair for the 'National Conference on Multimedia and Communication Techniques', organized by Malnad College of Engineering, Hassan, on May 18th, 2018.
  • was featured in a news article in Indian Express , June 13th Edition, for developing an App based on Google navigation map link: http://www.indianexpress.com/cities/bengaluru/2018/jun/11/app-to-send-alert-whwn-vehicle-gets-towed-coming-soon-1826711.html
  • Delivered a Guest Lecture on ' IoT' at the Christ Academy Institute of Advanced Studies, in the month of September, 2018.
  • Member, Board of Editors for the Research Journal of Visvesvaraya Technological University
  • was a session chair at the Second National Conference on Computational Intelligence held at Kristu Jayanti College , Bangalore on December 5th, 2018.
  • Editor in Computer and Information Sciences stream, International Journal of Engineering Sciences and Management, A Multidisciplinary Publication of VTU.
  • was a member of the Expert Committee for conducting PhD interview held at Visvesvaraya Technological University, Belgaum during May 2019
  • Program Committee member for 5th International Conference on Signal, Image Processing and Embedded Systems (SIGEM 2019), 2019
  • Member, Technical Advisory Committee for the National Conference on 'Communication and Image Processing 2018' , conducted by T John Institute of Technology, Bangalore.

Expertise / list of subjects handled
  • Data Communication and Networking
  • Computer Networks
  • Computer Architecture and Organization
  • Software Engineering
  • Computer Concepts and C Programming
  • Cryptography and Network Security
  • Digital Design and Computer Organization
  • Analysis and Design of Algorithms
  • Information Architecture for the World Wide Web
  • Programming with Python
  • Multimedia and Virtual Reality
  • Professional Communication and Report Writing
  • Constitution of India and Professional Ethics
  • Advanced Computer Networks
  • Knowledge Management
  • Content Management
  • Microprocessor and Computer architecture
  • Human Computer Interaction
Research Interest
  • Machine Learning
  • Human Computer Interaction
  • Information Retrieval
  • NLP
  • Image Processing

Research projects (current)
  • Document Summarization Emotion in Speech Scene generation Fashion recommendation
  • Document Summarization Emotion in Speech Scene generation Fashion recommendation

Research Guidance
  • Guiding 4 research scholars under PES university
  • Guiding 4 research scholars under PES university
Conferences
  • Shreya Reddy and Prateeksha D R Jayashree Rangareddy,'AUTOMATIC NOTES GENERATION FROM LECTURE VIDEOS',International Conference on Data Science, Machine Learning & Applications (ICDSMLA 2020) ICDSMLA 2020
  • Shreya Reddy and Prateeksha D R Jayashree Rangareddy,'AUTOMATIC NOTES GENERATION FROM LECTURE VIDEOS',International Conference on Data Science, Machine Learning & Applications (ICDSMLA 2020) ICDSMLA 2020
  • Harsh Choudhary and Jayashree R Aniket Anand, 'Emotion Analysis on Hindi Audio', 10th International Conference ON Soft Computing and Problem Solving ,SocPros 2020.
  • > Abhinand P, Jayashree R,'Uniform Classifier for Biometric Ear and Retina Authentication Using Smartphone Application',Proceedings of the 2nd International Conference on Vision, Image and Signal Processing Pages 58 Publisher ACM
  • >Jayashree R, Basavaraj S Anami, Poornima B K,’ Text Document Summarization Using POS tagging for Kannada Text Documents’,11TH INTERNATIONAl CONFERENCE, CONFLUENCE 2021 ,28th - 29th January, 2021 at Amity University Uttar Pradesh, Noida, India.
  • >Akanksha Toshniwal, Kavi Mahesh, Jayashree R,'Overview of Anomaly Detection techniques in Machine Learning’, 2020 Fourth International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud)(I-SMAC) Pages 808-815 Publisher IEEE
  • >Avi Ratnam,Impana Dev, Jayashree R,'Handwriting Recognition techniques To Solve Mathematical Equations', 2020 IEEE INTERNATIONAL CONFERENCE FOR INNOVATION IN TECHNOLOGY, doi: 10.1109/INOCON50539.2020.9298317.
  • >Jayashree R, Vinay S K,A Jaccards Similarity Score Based Methodology for Kannada Text Document Summarization, INTERNATIONAL CONFERENCE ON ADVANCES IN COMPUTING, COMMUNICATION & MATERIALS (ICACCM) - 2020 " Issue 2020 Pages 8-11 Publisher IEEE
  • >Sumukh H, Shrijan S Shetty, Suraj K A and Dr Jayashree R,'A Deep Learning Technique for Image inpainting with GANs', Modern Approaches in Machine Learning and Cognitive Science: A Walkthrough: Latest Trends in AI, Volume 2 Pages 33 Publisher Springer Nature
  • >Shreya Banerjee, Prerana Sirigeri, Rachana B Karennavar and Dr Jayashree R ‘Multimedia Text Summary Generator for Visually Impaired’, The 4th International conference on Computer Networks and Inventive Communication Technologies (ICCNCT 2021) to be held during April 2021
  • >Akanksha Toshniwal, Kavi Mahesh, Jayashree R,’Hypergraph Based Contextual Pattern Learning and Anomaly detection for Global Terrorism Data’,1st International Conference on Mechatronics and Artificial Intelligence; Feb 2021.
  • >Jayashree R, Basavaraj S Anami, Poornima B K,’ Text Document Summarization Using POS tagging for Kannada Text Documents’,2021 11th International Conference on Cloud Computing, Data Science & Engineering (Confluence) Pages 423-426 Publisher IEEE
  • >Daksha Singhal,Kavya Khatter, Tejaswini A,'Identification of Primary Speaker in Voice Controlled Devices', 3 rd International Conference on Intelligent Sustainable Systems (ICISS 2020)
  • >Ashwin Siddharth, Yogesh B R, Rutwik B and Jayashree Rangareddy,'Summarisation of Video Lectures', 2nd International Conference on Artificial Intelligence and Speech Technology-November,2020.
  • >Sumukh H, Suraj K A, Shrijan S Shetty and Jayashree Ranga Reddy,'A Technique for Video Inpainting using Deep Learning’, 2020 IEEE International Conference for Innovation in Technology (INOCON), BANGLURU, 2020, pp. 1-5, doi: 10.1109/INOCON50539.2020.9298377.
  • >Daksha Singhal, Kavya Khatter, Tejaswini A,'Abstractive summarization of dialogue systems', 2020 IEEE International Conference for Innovation in Technology (INOCON), pages 1-4, IEEE
  • >Bhavani Shankar, Chandresh L, Shashank B and Dr Jayashree Rangareddy,'Emotion Recognition in Hindi Speech using CNN-LSTM Model', Modern Approaches in Machine Learning and Cognitive Science: A Walkthrough: Latest Trends in AI, Volume 2 Pages 13
  • >Abhinand P, Dr Jayashree R,' Survey of transfer learning and a case study of emotion recognition using inductive approach' ,4th International Conference on Data Management, Analytics and Innovation-2020, ACM,2020. Advances in Intelligent Systems and Computing, Proceedings of ICDMAI 2020, Springer, Volume 2, pages 147-162
  • >Akanksha T, Dr Kavi Mahesh, Dr Jayashree R,'Hypergraphs-Based Anomaly Detection, a GHCI conference held at Bangalore during November 2019, ACM
  • >Sandhya Soman, Jayashree R,' Methods for Quality Enhancement of Digital Fundus Imagery in the Context of Diabetic Retinopathy: A Comprehensive Study, Accepted to be published in the proceedings of the Third International Conference on Computational Intelligence and Computing'(ICCIC)-2019, to be published by IEEE.
  • >Ragav S, Jayashree R ' A Framework to Extend Google Navigation Audio Notifications in Kannada Language with Real Time Traffic Support', Proceedings of the Third International Conference on Electrical, Electronics, Communication, Computer Technologies and Optimization Techniques (ICEECCOT)-2018 Pages 157-160
  • >Abhinand P, Dr Jayashree R,' Survey of Transfer Learning and a Case Study of Emotion Recognition in Speech by Inductive Transfer Learning' Advances in Intelligent Systems and Computing , Proceedings of ICDMAI 2020,Springer Volume 2 Pages 147-162
  • >Jayashree R, Basavaraj S Anami, Teju,' Impact of Named Entity Recognition on Kannada Text Document Classification', International Conference on Cognitive Computing and Information Processing Pages 395-402
  • >Jayashree.R, Srikantamurthy.K, Basavaraj Anami,’ An Artificial Neural Network Approach to Text Document Summarization in the South Indian Language of Kannada’, published in the proceedings of the Thirteenth International conference on Hybrid Intelligent systems (HIS-13), Hybrid Intelligent systems(HIS-13), 978-1-4799-2439-4/13, pages 45-49,2013,IEEE.
  • >Jayashree.R, Srikantamurthy.K, Basavaraj Anami,’ A New Perspective for Paragraph Level Text Classification in the Kannada Language’, presented at the Second International Conference on Artificial Intelligence, Soft Computing and Applications, held at New Delhi, May 23-25,2013, Proceedings published by Springer.
  • >Jayashree.R, Srikantamurthy.K, Basavaraj Anami,’ Performance Analysis of Naïve Bayesian Methods for Paragraph Level Text Classification in the Kannada Language’, presented at the 14th International Conference on Human Computer Interaction(HCI-2013),Las Vegas, USA,HCI International 2013-Posters’ Extended Abstracts, pages 435-439,2013.
  • >Jayashree.R, Srikantamurthy.K, Basavaraj Anami, ‘Categorized Text Document Summarization in the Kannada Language by Sentence Ranking’, presented at the Fourth International conference on Soft Computing and Pattern Recognition(SOCPAR-2012), held at Brunei, Intelligent Systems Design and Applications (ISDA), 10.1109/ISDA.2012.6416635,pages 776–781, 2012,IEEE
  • >Jayashree.R, Srikantamurthy.K, Sunny.K , ‘Text Document Summarization in the Kannada Language Using Key word Extraction’, presented at the First International Conference on Artificial Intelligence, Soft Computing and Applications(AIAA), held at Tirunelveli, Tamil Nadu, Dates: September 23-25,ISSN 2231-5403,ISBN:978-1-921987-01-4,AIAA 2011,CS &IT 03,pages 121-128,2011.
  • >Madhura Das, Ashwin Naresh, Anish Narang, Anantharaman Narayana, Jayashree R,'Automated CAPTCHA Generation From Annotated Images using Encoder Decoder Architecture', accepted to be published in the 15th IEEE International Conference on Information Technology' held at Bhubaneshwar from Dec 22-24,2016, India
  • >Deepa Kulkarni, Jayashree.R, ' Recommendation System with Sentiment analysis as Feedback Component', Proceedings of Sixth International Conference on Soft Computing for Problem Solving Pages 359-367
  • >Niveditha N, Jayashree.R, ' NLP Based Question Answering Using Vector Space Model', Proceedings of Sixth International Conference on Soft Computing for Problem Solving Pages 368-375
  • >Jayashree.R, Srikantamurthy.K, Basavaraj Anami,’ An Artificial Neural Network Approach to Text Document Summarization in the South Indian Language of Kannada’, published in the proceedings of the Thirteenth International conference on Hybrid Intelligent systems (HIS-13), Hybrid Intelligent systems(HIS-13), 978-1-4799-2439-4/13, pages 45-49,2013,IEEE
  • >Jayashree.R, Srikantamurthy.K, Basavaraj Anami,’ Performance Analysis of Naïve Bayesian Methods for Paragraph Level Text Classification in the Kannada Language’, presented at the 14th International Conference on Human Computer Interaction(HCI-2013),Las Vegas, USA,HCI International 2013-Posters’ Extended Abstracts, pages 435-439,2013
  • >Jayashree.R, Srikantamurthy.K, Basavaraj Anami, ‘Categorized Text Document Summarization in the Kannada Language by Sentence Ranking’, presented at the Fourth International conference on Soft Computing and Pattern Recognition(SOCPAR-2012), held at Brunei, Intelligent Systems Design and Applications (ISDA), 10.1109/ISDA.2012.6416635,pages 776–781, 2012,IEEE
  • >Jayashree.R, Srikantamurthy.K, Sunny.K , ‘Text Document Summarization in the Kannada Language Using Key word Extraction’, presented at the First International Conference on Artificial Intelligence, Soft Computing and Applications(AIAA), held at Tirunelveli, Tamil Nadu, Dates: September 23-25,ISSN 2231-5403,ISBN:978-1-921987-01-4,AIAA 2011,CS &IT 03,pages 121-128,2011
  • >Jayashree.R, Srikantamurthy.K, ‘An Analysis of Sentence Level Text Categorization in the Kannada Language’, presented at the International Conference on Soft Computing and Pattern Recognition(SoCPar-11), held at Dalian, China, Dates: October 14-16,978-1-4577-1194-7/11,pages 147-151,2011,IEEE.

Journals
  • Dr Jayashree R,Sandhya Soman,' A Survey of Image Processing Techniques for Diabetic retinopathy', International Journal on Engineering Techniques, 10.29126/23951303/ICACT18-108,2018
  • Jayashree.R, Srikantamurthy.K, Basavaraj Anami, 'Hybrid Methodologies for Summarization of Kannada Language Text documents',published in the International Journal on Knowledge Engineering and Data Mining , 3(1), Pages 82-114,2014
  • Jayashree.R, Srikantamurthy.K, Basavaraj Anami,' The Impact of Feature Selection on Text Summarization', published in the International Journal of Applied Pattern Recognition 1 (4), 377-400, Inderscience publishers.
  • Jayashree R, Srikanta Murthy K, Basavaraj S Anami,' Suitability of Naive Bayesian Methods for Paragraph Level Text Classification in the Kannada Language using Dimensionality Reduction Technique', International Journal of Artificial Intelligence & Applications (IJAIA), Vol 4, No 5, pages 121-131, 2013.
  • Jayashree.R, Srikantamurthy.K, Basavaraj Anami,'Effect of Stop Word Removal on The Performance of Naive Bayesian Methods for Sentence Level Text Classification in the Kannada language -published in the International Journal of Artificial Intelligence and Soft computing' (IJAISC), Vol. 4, Nos. 2/3, 2014, pages 264-282
  • Jayashree.R, Srikantamurthy.K, Basavaraj Anami,'A New Approach to Summarization in the Kannada Language by Sentence Ranking', published in the Journal of Network and Innovative Computing'(JNIC), published by Machine Intelligence and Research Labs, ISSN 2160-2174, Volume 1 (2013), pages 139-153,USA, 2013.
  • Jayashree.R, Srikantamurthy.K, Basavaraj Anami, 'Sentence Level Text Classification in the Kannada Language-A Classifier's Perspective', published in the International Journal of Computational Vision and Robotics (IJCVR),5 (3), 254-270 Inderscience publishers
  • Jayashree.R, Srikantamurthy.K,'Keyword Extraction Based summarization of Categorized Kannada Text Documents', published in the International Journal on Soft Computing (IJSC), Volume 2, Number 4, November 2011.