Back close

Dr. Don S.

Associate Professor, School of Computing, Amritapuri

Qualification: M.Tech., Ph.D
dons@am.amrita.edu
ORCiD ID
Google Scholar Profile
Scopus Author ID
Research Interest: Awareness Computing, Image Processing, Pattern Recognition

Bio

Dr. Don S. is presently working as an Associate Professor in the School of Computing, Amrita Vishwa Vidyapeetham, Amritapuri, Kollam, Kerala. Don was a Postdoc researcher at the Distributed Computing Lab, Konkuk University, S. Korea. He received his Ph.D. in Computer Information and Communication Engineering from Konkuk University in 2013. During his Ph.D. studies, he gained experience in designing frameworks for medical health care applications and using multi-modal interfaces. He has an M.Tech degree in Computer Cognition Technology and an M.Sc in Computer Science from the University of Mysore and Bharathiar University, India. He has worked on a funded project under DRDO, based on computer vision techniques for satellite imagery. His research interest includes Machine Learning, Topic Modeling and Semantic Technologies.

He has guided one Ph.D. student in computer science in the area of machine learning and also guided several masters and undergraduate students.

Dr. Don S. is an IEEE Senior member and also in other professional bodies including IEEE Systems, Man and Cybernetics Society, IEEE Communication Society, IEEE Internet of Things Community and CSI. He was also a Korean Govt IITA fellowship recipe during the period of 2008 -2012.

Publications

Journal Article

Year : 2023

Computer-aided Diagnosis of Polyp Classification Using Scale Invariant Features and Extreme Gradient Boosting

Cite this Research Publication : Don, S.. Computer-aided Diagnosis of Polyp Classification Using Scale Invariant Features and Extreme Gradient Boosting. Journal of Medical Physics 48(3):p 230-237, Jul–Sep 2023. | DOI: 10.4103/jmp.jmp_29_23

Publisher : Journal of Medical Physics

Year : 2022

Tiling algorithm with line-based transform for rapid ship detection and wake feature extraction in ALOS-2 SAR sensor data

Cite this Research Publication : S. Deepika, Elangovan K, Don S, Lekshmi S, Ganesan K, "Tiling algorithm with line-based transform for rapid ship detection and wake feature extraction in ALOS-2 SAR sensor data", International Journal of Applied Science and Engineering, 19, 2022.

Publisher : IEEE Xplore

Year : 2020

A Comparative Study on Adversarial Noise Generation for Single Image Classification

Cite this Research Publication : Dr. Don S., Rishabh Saxena, and Amit Sanjay Adate, “A Comparative Study on Adversarial Noise Generation for Single Image Classification”, International Journal of Intelligent Information Technologies, vol. 16, no. 1, 2020.

Publisher : International Journal of Intelligent Information Technologies

Year : 2019

Link-Based Clustering Algorithm for Clustering Web Documents

Cite this Research Publication : P. Ashokkumar and Dr. Don S., “Link-Based Clustering Algorithm for Clustering Web Documents”, Journal of Testing and Evaluation , vol. 47, no. 6, 2019.

Publisher : Journal of Testing and Evaluation

Year : 2018

Drug Recommendation With Minimal Side Effects Based On Direct And Temporal Symptoms

Cite this Research Publication : Dr. Don S. and P. Ashokkumar, “Drug Recommendation With Minimal Side Effects Based On Direct And Temporal Symptoms”, Neural Computing And Applications, 2018.

Publisher : Neural Computing And Applications

Year : 2018

Set Based Disease Prediction Latent Dirichlet Allocation: A Latent Model for Early Stage Identification of Diseases

Cite this Research Publication : Ashokkumar P. and Dr. Don S., “Set Based Disease Prediction Latent Dirichlet Allocation: A Latent Model for Early Stage Identification of Diseases”, Journal of Computational and Theoretical Nanoscience, vol. 15, pp. 2379-2382, 2018.

Publisher : Journal of Computational and Theoretical Nanoscience

Year : 2018

Intelligent Optimal Route Recommendation among Heterogeneous Objects with Keywords

Cite this Research Publication : Ashokkumar P., Arunkumar N., and Dr. Don S., “Intelligent Optimal Route Recommendation among Heterogeneous Objects with Keywords”, Computers & Electrical Engineering, vol. 68, pp. 526-535, 2018.

Publisher : Computers & Electrical Engineering

Year : 2017

High Dimensional Data Visualization : A Survey

Cite this Research Publication : Dr. Don S., “High Dimensional Data Visualization : A Survey”, Journal of Advanced Research in Dynamical and Control Systems, vol. 12, pp. 851-856, 2017.

Publisher : Journal of Advanced Research in Dynamical and Control Systems

Year : 2016

Feature Selection for Automatic Categorization of Patent Documents

Cite this Research Publication : Dr. Don S. and Dugki Min, “Feature Selection for Automatic Categorization of Patent Documents”, Indian Journal of Science and Technology, 2016.

Publisher : Indian Journal of Science and Technology

Year : 2016

Breast Skin Line Segmentation on Digital Mammogram using Fractal Approach

Cite this Research Publication : Dr. Don S. and Dugki Min, “Breast Skin Line Segmentation on Digital Mammogram using Fractal Approach”, Indian Journal of Science and Technology, 2016.

Publisher : Indian Journal of Science and Technology

Year : 2013

An Awareness Approach to Analyze ECG Streaming Data

Cite this Research Publication : Dr. Don S. and Dugki Min, “An Awareness Approach to Analyze ECG Streaming Data”, Journal of Medical Systems, 2013.

Publisher : Journal of Medical Systems

Year : 2012

Analysis of Electrocardiogram Signals of Arrhythmia and Ischemia Using Fractal and Statistical Features

Cite this Research Publication : Dr. Don S. and Dugki Min, “Analysis of Electrocardiogram Signals of Arrhythmia and Ischemia Using Fractal and Statistical Features”, Journal of Mechanics in Medicine and Biology, vol. 13, p. 1350008, 2012.

Publisher : Journal of Mechanics in Medicine and Biology,

Year : 2012

A New Approach for Mammogram Image Classification Using Fractal Properties

Cite this Research Publication : Dr. Don S. and Dugki Min, “A New Approach for Mammogram Image Classification Using Fractal Properties”, Journal of Cybernetics and Information Technologies, 2012.

Publisher : Journal of Cybernetics and Information Technologies

Conference Proceedings

Year : 2020

Random Subset Feature Selection and Classification of Lung Sound

Cite this Research Publication : Dr. Don S., “Random Subset Feature Selection and Classification of Lung Sound”, Procedia Computer Science, vol. 167. pp. 313-322, 2020.

Publisher : Procedia Computer Science

Year : 2017

Understanding How Adversarial Noise Affects Single Image Classification

Cite this Research Publication : A. Amit, Rishabh Saxena, and Dr. Don S., “Understanding How Adversarial Noise Affects Single Image Classification”, Smart Secure Systems – IoT and Analytics Perspective. Springer Singapore, Singapore, 2017.

Publisher : Smart Secure Systems – IoT and Analytics Perspective, Springer Singapore

Year : 2013

Medical Cyber Physical Systems and Bigdata Platforms

Cite this Research Publication : Dr. Don S. and Dugki Min, “Medical Cyber Physical Systems and Bigdata Platforms”, HCMDSS. 2013.

Publisher : HCMDSS.

Year : 2012

Event Driven Adaptive Awareness System for Medical Cyber Physical Systems

Cite this Research Publication : Dr. Don S. and Dugki Min, “Event Driven Adaptive Awareness System for Medical Cyber Physical Systems”, 4th IEEE iCAST2012. 2012.

Publisher : 4th IEEE iCAST2012

Year : 2012

WiP Abstract: Cyber-Physical Systems for Real Time Cardiac Monitoring

Cite this Research Publication : Dr. Don S. and Dugki Min, “WiP Abstract: Cyber-Physical Systems for Real Time Cardiac Monitoring”, 2012 IEEE/ACM Third International Conference on Cyber-Physical Systems. 2012.

Publisher : IEEE/ACM

Year : 2011

Breast Mass Segmentation in Digital Mammography Using Graph Cuts

Cite this Research Publication : Dr. Don S. and Dugki Min, “Breast Mass Segmentation in Digital Mammography Using Graph Cuts”, Convergence and Hybrid Information Technology. Springer Berlin Heidelberg, Berlin, Heidelberg, 2011.

Publisher : Convergence and Hybrid Information Technology, Springer Berlin Heidelberg

Year : 2011

A Situation Aware Framework for Activity based Risk Analysis of Patient Monitoring System

Cite this Research Publication : Dr. Don S. and Dugki Min, “A Situation Aware Framework for Activity based Risk Analysis of Patient Monitoring System”, 2011 3rd International Conference on Awareness Science and Technology (iCAST). 2011.

Publisher : iCAST

Year : 2010

Adaptive Signal Management using event Processing Networks

Cite this Research Publication : Dugki Min and Dr. Don S., “Adaptive Signal Management using event Processing Networks”, The 6th International Conference on Networked Computing and Advanced Information Management. 2010.

Publisher : The 6th International Conference on Networked Computing and Advanced Information Management

Year : 2010

Breast cancer image classification based on a Complex Event Processing engine

Cite this Research Publication : V. Brinez, Dr. Don S., and Cesar D., “Breast cancer image classification based on a Complex Event Processing engine”, 4th International Conference on New Trends in Information Science and Service Science. 2010.

Publisher : 4th International Conference on New Trends in Information Science and Service Science

Year : 2009

A Neural Network Approach to Mammogram Image Classification Using Fractal Features

Cite this Research Publication : Dr. Don S. and Dugki Min, “A Neural Network Approach to Mammogram Image Classification Using Fractal Features”, 2009 IEEE International Conference on Intelligent Computing and Intelligent Systems. 2009.

Publisher : 2009 IEEE International Conference on Intelligent Computing and Intelligent Systems

Year : 2007

Classifying Mammogram Images Using Fractal Features

Cite this Research Publication : Dr. Don S., “Classifying Mammogram Images Using Fractal Features”, International Conference on Computational Intelligence and Multimedia Applications (ICCIMA 2007). 2007.

Publisher : International Conference on Computational Intelligence and Multimedia Applications (ICCIMA 2007)

Year : 2007

Classifying Remotely Sensed Data Using Fractal Features

Cite this Research Publication : Dr. Don S., “Classifying Remotely Sensed Data Using Fractal Features”, AIPR, 2007. 2007.

Publisher : AIPR, 2007. 2007.

Patents

Year : 2016

System for Management of Information

Cite this Research Publication : Dr. Don S. and Dugki Min, “System for Management of Information”, 2016.

Publisher : Univ Patent Konkuk Ind Coop

Year : 2015

System for Classification Electrocardiogram Signals

Cite this Research Publication : Dr. Don S. and Dugki Min, “System for Classification Electrocardiogram Signals”, 2015.

Year : 2011

Method for Setting Flight Path and Flying Object

Cite this Research Publication : Dr. Don S., Dugki Min, Vishnu Kumar, and Mingi Kyung, “Method for Setting Flight Path and Flying Object”, 2011.

Year : 2010

Method, System and Computer-Readable Recording Medium For Measuring Density of Breast by Applying Graph cut Algorithm to Mammogram

Cite this Research Publication : Dr. Don S., Choi, E., and Dugki Min, “Method, System and Computer-Readable Recording Medium For Measuring Density of Breast by Applying Graph cut Algorithm to Mammogram”, 2010.

Education
  • 2013-2015: Post Doc in Computer Science
    Konkuk University, S.Korea
  • 2013: Ph.D. in Computer Science
    Konkuk University, S.Korea
  • 2005: M.Tech in Computer Cognition Technology
    University of Mysore
  • 2003: MSc in Computer Science
    KKCAS, Coimbatore
PhD Students
  • Student Name: Anjali T.
    Topic: Anomaly Detection
Admissions Apply Now