N.Basker,M.E

N.Basker,M.E

Email: baskern@sonatech.ac.in

Designation: Assistant Professor & Career Coordinator

Experience: 15 years

Specialization: Software Engineering

Journal Publication Conference Publication Book Publication Major Contributions Invited Talk Training / Workshops Consultancy Research Projects Patent Membership Research IDs Awards & Recognitions Lab Achievements Credentials

Journal Publication

  1. “Healthcare Biclustering-Based Prediction on Gene Expression Dataset”. BioMed Research International, 2022.
  2. “Virtual Health Assistance” at the International journal on (TJPR) - ISSN 2651-4451, Volume 32, Issue 03, June 2021.
  3. “Ascertaining of Trustworthiness in the News Articles on Social Media with Deep Neural Network Architectures” at the International journal on (TJPR) - ISSN 2651-4451, Volume 32, Issue 03, June 2021.
  4. “Detection of Parkinson’s disease using Machine Learning Approach” at the International journal on (Annals of the Romanian Society for Cell Biology) - ISSN 1583-6258, Volume 25, Issue 05, May 2021. · “Breast Cancer Detection Using Machine Learning Algorithms” at the International journal on (Annals of the Romanian Society for Cell Biology) - ISSN 1583- 6258, Volume 25, Issue 05, May 2021.
  5. “An Effective Sentiment Analysis of Social Media Data Using Deep Recurrent Neural Network Models” at the International journal on (TURCOMAT) - ISSN 1309-4653, Volume 12, Issue 10, April 2021.
  6. “An Effective Solid Waste Management for Modern Cities based on IoT” at the International journal on (TURCOMAT) - ISSN 1309-4653, Volume 12, Issue 10, April 2021.
  7. “An Evaluation Framework and Analysis of Auto Assessing the Programming Courses during the COVID-19 Pandemic” at the International journal on (TURCOMAT) - ISSN 1309-4653, Volume 12, Issue 10, April 2021.
  8. “Active auditing Services for Storing and Securing the Data in the Cloud” at the International journal on (TURCOMAT) - ISSN 1309-4653, Volume 12, Issue 10, April 2021.
  9. “Methods for improving the predictive accuracy of autism spectrum disorder screening using machine learning algorithms”. Methods, 29(03), 9255-9262.
  10. “A comparative study on logistic regression and SVM based machine learning approach for analyzing user reviews”. Turk. J. Physiother. Rehabil, 32, 3564-3570.
  11. “Trajectory Object Detection Using Deep Learning Algorithms”, International Journal of Recent Technology And Engineering, 8, 3, Page 7,895 - 7,898, 03-Sep-2019.
  12. “An Improved Integration Test Cases from Unit Tests”, International Journal For Trends In Engineering And Technology, 3, 3, Page 137 - 140, 01-Mar-2015.
  13. “Code Snippet Search Using Generalized Document and API”, International Journal of Research In Computers, 1, 2, Page 86 - 90, 01-Mar-2014.
  14. “A Hybrid Approach For Test Case Generation Using Optimization Technique”, International Journal of Modern Trends In Engineering and Science, 1, 5, Page 192 - 196, 01-May-2014.
  15. “Coverage Evaluation In Model Checking Using Sequential Hashing Technique”, International Journal Of Research In Information Technology, 1, 5, Page 220 - 227, 01-May2013.

Conferences Publications

  1. "Machine Learning based Extractive Text Summarization Techniques," 2023 International Conference on Integrated Intelligence and Communication Systems (ICIICS), Kalaburagi, India, 2023, pp. 1-6.
  2. "Challenges and Application of 3D Printing in Radiation Oncology," 2023 International Conference on Disruptive Technologies (ICDT), Greater Noida, India, 2023, pp. 191-194.
  3. "A Fuzzy based CNN Method for Covid 19 Classification in Noisy Chest X-ray Images," 2023 International Conference on Integrated Intelligence and Communication Systems (ICIICS), Kalaburagi, India, 2023, pp. 1-8.
  4. “Placement Prediction Model using Machine Learning”, in AICTE Sponsored International Conference on Healthcare and Green Computing perspectives of Communication Technologies, April 2022 organised by Sona College of Technology.
  5. “Tracing of vehicle region and number plate detection using deep learning”. In 2020 International Conference on Emerging Trends in Information Technology and Engineering (ic-ETITE) (pp. 1-4). IEEE.
  6. “A Framework for Comparative Study of Chest Radiographs and Chest CT images using Deep Learning Models” virtually at the ASTMLS-2020 - International Conference on Applied Science, Technology, Management and Language Studies December 2020 organized by Sona College of Technology.
  7. “Spam Classification In Text Messages”, International Conference on AI Robotics and Automation, ICT Academy, Tamilnadu, 18-Oct-2020.
  8. “Code Snippet Search Using Generalized Document and API”, International Conference On Intelligent Computing Applications, Bharathiar University Coimbatore, 07-Mar-2014, Page - , 06-Mar-2014.
  9. “Component Based Information Retrieval Using Semantic Web Technologies”, International Conference On Software Technology And Computer Engineering, IRNET, 14-Jan-2013, Page - , 13-Jan-2013.
  10. “SVM Based Classification of Crashes to Improve Bug Prediction”, International Conference On Advanced Computing, Networking And Security, Nitk, 18-Dec-2011, 16-Dec-2011.
  11. “Link based k-means clustering algorithm for information retrieval”, in 2011 International Conference on Recent Trends in Information Technology (ICRTIT) (pp. 1111-1115). IEEE.

Membership

ISTE,ISSE

Researcher IDs

Awards and Achievements

  1. Acting as a Career Coordinator (CC) for placement in CSE Department.
  2. Received NPTEL Discipline star in December 2022.
  3. Faculty Brand Ambassador – Cognizant.