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Dr. Chetana Srinivas

Associate Professor
  • Teaching

About

Dr. Chetana Srinivas is an Associate professor in the Department of Computer Science and Engineering (AI & ML), PES University, RR Campus, Bengaluru. She has 17 years of teaching experience and 6 years of research experience. She received her bachelor's degree and Master's degree in Computer Science and Engineering from Visvesvaraya Technological University, Belagavi. She obtained her Doctoral Degree from Visvesvaraya Technological University in Faculty of Computer and Information Sciences, Belagavi. Her current research interests include Deep Learning, Machine Learning, Image Processing and Big Data Analytics. She has published various patents. Published articles in reputed international journals and Conferences. She is a reviewer for various international conferences and journals. She is a life member of Indian Society for Technical Education and Institution of Engineers.

Education

  • B.E (CSE), Visvesvaraya Technological University, Belagavi.

  • M.Tech (CSE), Visvesvaraya Technological University, Belagavi.

  • Ph,D(Computer Science and Information Sciences), Visvesvaraya Technological University, Belagavi.

Experience

  • Lecturer, Don Bosco Institute of Technology, 2004 - 2006

  • Assistant Professor, East West Institute of Technology, 2006 - 2014

  • Associate Professor, East West Institute of Technology, 2015 - 2023

  • Associate Professor, PES University, 2023 - Till date

Additional Information

  • Date of Joining: 13.09.2023

Achievements

  • IPR-6 (INDian): Filed an Indian IPR (Office of the Controller General of Patent, Designs & Trade Marks, Department for Promotion of Industry and Internal Trade, Ministry of Commerce and Industry, Government of India) on the title “Brain Tumor Detection & Classification Using Deep Learning Model & Methods ThereOf”, Application Number :202141010690 A, published dated 19/03/2021.

  • IPR-5 (INDian): Filed an Indian IPR (Office of the Controller General of Patent, Designs & Trade Marks, Department for Promotion of Industry and Internal Trade, Ministry of Commerce and Industry, Government of India) on the title “System for User Interface Design Using Artificial Intelligence and Methods Thereof”, Application Number:202141031085 A, published dated 16/07/2021.

  • IPR-4 (INDian): Filed an Indian IPR (Office of the Controller General of Patent, Designs & Trade Marks, Department for Promotion of Industry and Internal Trade, Ministry of Commerce and Industry, Government of India) on the title “Custom Developed Board for IoT Applications”, Application Number : 202141031085 A, published dated 27/08/2021.

  • IPR-3 (INDian): Filed an Indian IPR (Office of the Controller General of Patent, Designs & Trade Marks, Department for Promotion of Industry and Internal Trade, Ministry of Commerce and Industry, Government of India) on the title “Design of Food Ingredient Dispenser For Feeding and Cooking”, Application Number : 202241026512 A, published dated 13/05/2022.

  • IPR-2 (INDian): Filed an Indian IPR (Office of the Controller General of Patent, Designs & Trade Marks, Department for Promotion of Industry and Internal Trade, Ministry of Commerce and Industry, Government of India) on the title “A Novel Approach for Guarding Forest Security From Dangerous Environment Using Deep Learning and IoT”, Application Number: 202241061661 A, published dated 04/11/2022.

  • IPR-1 (INDian): Filed an Indian IPR (Office of the Controller General of Patent, Designs & Trade Marks, Department for Promotion of Industry and Internal Trade, Ministry of Commerce and Industry, Government of India) on the title “Performance Evaluation of Computer-Aided Detection and Diagnosis system for Tumor Using Big Data Analytics”.

Teaching

  • Artificial Intelligence

  • Machine Learning

  • Deep Learning

  • Web Technologies and its Applications

  • User Interface Design

  • Java and J2EE

  • Operating Systems

  • Operation Research

  • Microprocessor and microcontrollers

  • Analog and Digital Electronics

  • Analysis and Design of Algorithms

  • Data Structures using C

  • Advanced Algorithms

  • Cloud Computing

  • Advanced Computer Architectures

  • System Modeling and Simulations

Responsibilities

  • Served as Reviewer for the AICTE sponsored FOURTH Annual International Conference on Data Science, Machine Learning and Blockchain Technology (AICDMB - 2023) held during 16-17 March 2023, organized by Department of Computer Science and Engineering, Vidyavardhaka College of Engineering, Mysuru, in association with VVCE ACM Student Chapter.

Research Interest

  • Deep Learning

  • Machine Learning

  • Image Processing

  • Big Data Analytics

Conferences

  • > Chetana Srinivas, Nandini Prasad K S;A Comparative study on Medical Image Processing Using Big Data Analytics Frameworks”, 2018 Third International Conference on Electrical, Electronics, Communication, Computer Technologies and Optimization Techniques (ICEECCOT), Mysuru, India, 2018.

  • > Chetana Srinivas, Ambrish G, Supritha N, Bharathi G, Anitha G, “Survey on Recent Trends in Machine Learning and Deep Learning in Healthcare”, International Conference on Recent Trends in Machine Learning and Computing System,(RTMCS) India, 17 th -18 th December 2021.

  • > Chetana Srinivas, Ambrish G, Bharathi Ganesh, Anitha Ganesh, Dhanraj, Kiran M, “Logistic Regression Technique for Prediction of Cardiovascular Disease”, International Conference on Intelligent Engineering Approach,(ICIEA) India, 12th February 2022.

  • > Piyush Kumar Pareek, Achyutha Prasad N, Chetana Srinivas, Jagadeesh B N., Prediction of Rainfall in Karnataka Region using optimised MVC-LSTM Model”, IEEE International Conference on Integrated Circuits and Communication Systems (ICICACS), 2023.

  • > Chetana Srinivas, Piyush Kumar Pareek, Nayana S, Manasa D S., Prediction of Floods in Kerala using Hybrid Model of CNN and LSTM”, IEEE International Conference on Integrated Circuits and Communication Systems (ICICACS), 2023.

  • Parameshachari B D, Chetana Srinivas, Leena Shruthi H M, h Manasa D S, Keerthi Kumar, Rashmi P, "GPS Data for Behaviour Style Prediction in Driving using Optimized AI Model", 2023 International Conference on Data Science and Network Security (ICDSNS), held on 28th - 29th July 2023 at Tiptur India.

Journals

  • > Chetana Srinivas, “ITRP: Instant Time Resource Provisioning Prototype for Adequate Quality of Service”, IJARCCE, Impact Factor: 5.332, Volume no:5, Issue no: 4,Bangalore, India, May  2016.

  • > Chetana Srinivas, “Analyzing Component-Based Energy Measurement of a Servers for Client-Server Application”, IJSART, ISSN (Online):2395-1052, Volume no:2, Issue no:5,Bangalore, India, May  2016.

  • > Chetana Srinivas, “Cost Effective Knowledge Based Quality and Value Data Extraction from Clinical Healthcare Data”, IJARCCE Impact Factor: 5.332, Volume no:5, Issue no:4,Bangalore, India, April  2016.

  • > Chetana Srinivas, “Fully Automated Artifact Removal for BCI”, IJARCCE Impact Factor:5.332, Volume no:5, Issue no: 4,Bangalore, India, April  2016.

  • > Priyanka C M, Chetana Srinivas, “Patient Treatment Time Prediction using Interdomain Communication in Big Data and Cloud Computing”, Internal Journal of Innovative Research Studies, Engineering and Technology, ISSN 2347-6710, Vol.6, Issue 3, March 2017.

  • > Chetana Srinivas, Swaroop R, Ashwin G, “Implementation of PPHOPCM Privacy-Preserving High Order possibilistic C-Means Algorithm for Big Data Clustering with Cloud Computing”, Internal Journal of Computing, Communication & Networking (IJCCN), ISBN:2319-2720, Vol.7, Issue 2, April 2018.

  • > Chetana Srinivas, Chaitra S,H Jeevana, Lavanya K V , “Real-time Water Quality Monitoring”, Internal Journal of Computing, Communication & Networking (IJCCN),ISBN:2319-2720, Vol.7, Issue 2, April 2018.

  • > Chetana Srinivas, Dr.Nandini Prasad K S, “A Comparative Study on Different Types of Image Pre-processing Methods for Noise Removal”, Internal Journal of Computing, Communication & Networking (IJCCN), ISBN:2319-2720, Vol.7, Issue 2, April 2018.

  • > Chetana Srinivas, Kavya R, Keerthana A, Keerthana H N, Meena K N “ TerrorBot-Python Based Cascade Classifier to Detect Terrorists and Soldiers”, Internal Journal of Computer Sciences and Engineering (IJCSE), Vol.-7, Special Issue-15, May2019, E-ISSN: 2347-2693.

  • > Chetana Srinivas, Supriya M “A Design and Implementation of Wireless Energy Harvesting”, Internal Journal of Computer Sciences and Engineering (IJCSE), Vol.-7, Special Issue-15, May2019, E-ISSN: 2347-2693.

  • > Chetana Srinivas, Nagaraj B Kalligudd “A Literature Survey on Road Accident Automobile Detection Using Image Processing and IoT”, Internal Journal of Computer Sciences and Engineering (IJCSE), Vol.-7, Special Issue-15, May2019, E-ISSN: 2347-2693.

  • > Chetana Srinivas, Nandini Prasad K. S., Mohammed Zakariah, Yousef Ajmi Alothaibi, Kamran Shaukat,B. Partibane, and Halifa Awal, “Deep Transfer Learning Approaches in Performance Analysis of Brain Tumor Classification Using MRI Images”, Hindawi Journal of Healthcare Engineering Volume 2022, Article ID 3264367, 17 pages https://doi.org/10.1155/2022/3264367. (Scopus Indexed-Q2 Journal).

  • > Chetana Srinivas, Nandini Prasad K. S, Piyush Kumar Pareek., “CNN Based Breast Lesion Classification using Deep Learning Techniques in Mammogram Images”, NeuroQuantology | June 2022 | Volume 20 | Issue 6 | Page 6988-6998 | doi: 10.14704/nq.2022.20.6.NQ22704 (Scopus Indexed-Q3 Journal).

  • > Chetana Srinivas, Shwetha R, Ravikumar J, Sharada K A, , Achyutha Prasad N, Piyush Kumar Pareek., “Implementation of Blockchain security for Cloud and IOT Environment”, NeuroQuantology | June 2022 | Volume 20 | Issue 6 | Page 7547-7555 |doi: 10.14704/nq.2022.20.6.NQ22755. (Scopus Indexed-Q3 Journal).

  • > Srinivas C, Ramakrishna S, , Narasimhaiah A P, Muniraju U, Maruthi Kumar N B, Manjunath.,“A survey on blockchain security for cloud and IoT environment”, International Journal of Health Sciences, 6(7), 28-43.

  • > Chetana Srinivas, Anusha D, Bhavana B S, Kaisar Zahoor., “An Intelligent Eye For Sand-Blind People Using Deep Learning And Iot”, International Journal of Advanced Research in Computer and Communication Engineering ISO 3297:2007 CertifiedImpact Factor 7.918Vol. 12, Issue 2, February 2023.

  • > Chetana Srinivas, Shalini R, Kusuma G, Nethra B M, Monisha N., “Scuttle Nurture: IOT and Deep Learning Based Manhole, Sewage Detection Monitoring System”, International Journal of Advanced Research in Computer and Communication Engineering, ISO 3297:2007 CertifiedImpact Factor 7.918Vol. 12, Issue 2, February 2023.

  • > Chetana Srinivas, Neha M Jain, Nikhitha A R, Pooja R, Prakruthi V P., “Krishi Vikas : A Survey on Smart Agricultural Techniques”, International Journal of Advanced Research in Computer and Communication Engineering, ISO 3297:2007 CertifiedImpact Factor 7.918Vol. 12, Issue 2, February 2023.

  • > Chetana Srinivas, Deepak H V, Abhishek M V3,Pavan G R, Alur Malkari Sumanth., “Militant Intrusion and Weapon Detection with Voice assistance using Machine Learning”, International Journal of Advanced Research in Computer and Communication Engineering, ISO 3297:2007 CertifiedImpact Factor 7.918Vol. 12, Issue 2, February 2023.

  • Pardeep Seelwal, Achyutha Prasad N, Chetana Srinivas, Rekha V S, "Human Activity Recognition using WISDM Datasets", Journal of Online Engineering Education, ISSN: 2158-9658 Volume: 14 Issue: 1s Article Received: 02 March 2023 Revised: 05 April 2023 Accepted: 15 May 2023

  • Pardeep Seelwal, Achyutha Prasad N, Chetana Srinivas, Rekha V S, "A Novel Decentralized-based Smart Contract for Merchandise Using Blockchain Technology", Journal of Online Engineering Education ISSN: 2158-9658 Volume: 14 Issue: 1, Article Received: 10 March 2023 Revised: 15 April 2023 Accepted: 10 June 2023.

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