Ph.D (In Progress)

• 1. Ms Juliet Thessalonica D [ Software Engineering ]

• 2. Ms Anisha Issac [ Medical Image Processing ]

• 3. Mr Sreejith S [ Clinical Data Mining ]

• 4. Mr Navin K S [ Clinical Data Mining ]

• 5. Ms PonPriya M [ Clinical Data Mining]

• 6. Ms Betshrine R [ Medical Image Processing ]

Ph.D (Completed)

• 1. Ms Dhalia Sweetlin J
  [ Computer Aided Diagnosis of Lung Disorders - Completed ]

  • Computer aided diagnosis of pulmonary hamartoma from CT scan images using ant colony optimization based feature selection, J Dhalia Sweetlin, HK Nehemiah, A Kannan, Alexandria engineering journal 57 (3), 1557-1567, 2018.
  • Patient-Specific Model Based Segmentation of Lung Computed Tomographic Images. J Dhalia Sweetlin, H Khanna Nehemiah, A Kannan, Journal of Information Science & Engineering 32 (5), 2016.
  • Computer aided diagnosis of pulmonary hamartoma from CT scan images using ant colony optimization based feature selection, JD Sweetlin, HK Nehemiah, A Kannan, Alexandria Engineering Journal 57 (3), 1557-1567, 2018.
  • Feature selection using ant colony optimization with tandem-run recruitment to diagnose bronchitis from CT scan images, JD Sweetlin, HK Nehemiah, A Kannan, Computer methods and programs in biomedicine 145, 115-125, 2017.

• 2. Dr Shanmugapriya
  [ Framework for Pattern Extraction and Classification of Clinical Data - Completed ]

  • Unsupervised Discretization: An Analysis of Classification Approaches for Clinical Datasets, M Shanmugapriya, HK Nehemiah, RS Bhuvaneswaran, K Arputharaj, Research Journal of Applied Sciences, Engineering and Technology 14 (2), 67-72, 2017.

• 3. Dr Leema N
  [ Hybrid Framework with Machine Learning and Fuzzy Approaches for Medical Decision Making - Completed ]

  • Quantum-Behaved Particle Swarm Optimization Based Radial Basis Function Network for Classification of Clinical Datasets, N Leema, HK Nehemiah, A Kannan, International Journal of Operations Research and Information Systems (IJORIS), 2018.
  • Neural network classifier optimization using differential evolution with global information and back propagation algorithm for clinical datasets, N Leema, HK Nehemiah, A Kannan, Applied Soft Computing 49, 834-844 26, 2016.
  • Characterization, pore size measurement and wear model of a sintered Cu–W nano composite using radial basis functional neural network, N Leema, P Radha, SC Vettivel, HK Nehemiah, Materials & Design 68, 195-206 15, 2015

• 4. G Saranya
  [ Code Smell Detection and Prioritization of Refactoring Operations to Enhance Software Maintainability - Completed ]

  • Restructuring PL/SQL using Game Theory, S Vimala, H Khanna Nehemiah, RS Bhuvaneswaran, G Saranya.
  • Applying Game Theory to Restructure PL/SQL Code, A Vimala, S., Khanna Nehemiah, H., Saranya, G., Kannan, International Journal of Soft Computing 2 (6), 264-270, 2012.
  • Applying Game Theory to Restructure PL/SQL Code, S Vimala, HK Nehemiah, RS Bhuvaneswaran, G Saranya, A Kannan, International Journal of Soft Computing 7 (6), 264-270, 2012.
  • Analysis and modeling of multivalued attributes in entity relationship modeling: An approach for improved database design, S Vimala, H Khanna Nehemiah, G Saranya, A Kannan, Computer systems science and engineering 28 (4), 217-223, 2013.
  • Design Methodology for Relational Databases: Issues Related to Ternary Relationships in Entity-relationship Model and Higher Normal Forms, S Vimala, HK Nehemiah, RS Bhuvaneswaran, G Saranya, International Journal of Database Management Systems 5 (3), 15, 2013.
  • Hybrid Algorithm for Clustering Gene Expression Data, SJ Susmi, HK Nehemiah, A Kannan, G Saranya, Research Journal of Applied Sciences, Engineering and Technology 11 (7), 692-700, 2015
  • Model level code smell detection using egapso based on similarity measures, G Saranya, HK Nehemiah, A Kannan, V Nithya, Alexandria engineering journal, 2017.
  • Hybrid particle swarm optimization with mutation for code smell detection, G Saranya, HK Nehemiah, A Kannan, International Journal of Bio-Inspired Computation 12 (3), 186-195, 2018.
  • Prioritizing Code Smell Correction Task using Strength Pareto Evolutionary Algorithm, G Saranya, HK Nehemiah, A Kannan, V Pavithra, Indian Journal of Science and Technology 11 (20), 2018.

• 5. Dr Nancy Jane Y
  [ Temporal Knowledge Mining Framework for Clinical Time Series Data - Completed ]

  • Imputing missing values in unevenly spaced clinical time series data to build an effective temporal classification framework, JY Nancy, NH Khanna, K Arputharaj, Computational Statistics & Data Analysis 112, 63-79, 2017.
  • A bio-statistical mining approach for classifying multivariate clinical time series data observed at irregular intervals, JY Nancy, NH Khanna, A Kannan, Expert Systems with Applications 78, 283-300, 2017.
  • A Q-backpropagated time delay neural network for diagnosing severity of gait disturbances in Parkinson’s disease, YN Jane, HK Nehemiah, K Arputharaj, Journal of biomedical informatics 60, 169-176, 2016
  • Employing clinical data sets for intelligent temporal rule mining and decision making, a comparative study, HK Nehemiah, A Kannan, K Vijaya, YN Jane, JB Merin, ICGST International Journal on Bioinformatics and Medical Engineering, BIME, 2007

• 6. Dr Jabez Christopher J
  [ Optimization Methods and Classification Approaches for Knowledge Mining from Medical Data - Completed ]

  • A Morphological Approach for the Extraction of the Disorders of the Pleura from Chest CT Slices, Anita Titus, H Khanna Nehemiah, A Kannan, Jabez Christopher, Emerging Research in Computing, Information, Communication and Applications, 2014.
  • A hybrid classifier for leukemia gene expression data, SJ Susmi, HK Nehemiah, A Kannan, JJ Christopher, Research Journal of Applied Sciences, Engineering and Technology 10 (2), 197-205, 2015.
  • A swarm optimization approach for clinical knowledge mining, JJ Christopher, HK Nehemiah, A Kannan, Computer methods and programs in biomedicine 121 (3), 137-148, 2015.
  • A clinical decision support system for diagnosis of allergic rhinitis based on intradermal skin tests, JJ Christopher, HK Nehemiah, A Kannan, Computers in biology and medicine 65, 76-84, 2015.
  • Relevant Gene Selection and Classification of Leukemia Gene Expression Data, SJ Susmi, HK Nehemiah, A Kannan, J Christopher, Emerging Research in Computing, Information, Communication and Applications, 2016.
  • Computer-assisted Medical Decision-making System for Diagnosis of Urticaria , JJ Christopher, HK Nehemiah, K Arputharaj, GL Moses, MDM Policy & Practice 1 (1), 2381468316677752, 2016

• 7. Dr Kindie Biredagn Nahato
  [ Classification Framework for Mining Knowledge from Clinical Datasets - Completed ]

  • Mining Knowledge from Heart Disease Dataset using Rough Set Back Propagation Neural Network (RS-BPNN), Kindie Biredagn Nahato, H Khanna Nehemiah, A. Kannan, Emerging Research in Computing, Information, Communication and Applications, 2014.
  • Knowledge mining from clinical datasets using rough sets and backpropagation neural network, KB Nahato, KN Harichandran, K Arputharaj, Computational and mathematical methods in medicine 2015 38, 2015.

• 8. Dr Jacophine Susmi S
  [ Mining Knowledge from Gene Expression Datasets - Completed ]

  • Hybrid Dimension Reduction Techniques with Genetic Algorithm and Neural Network for Classifying Leukemia Gene Expression Data, SJ Susmi, HK Nehemiah, A Kannan, Indian Journal of Science and Technology 9 (S1), 2016
  • Relevant Gene Selection and Classification of Leukemia Gene Expression Data, SJ Susmi, HK Nehemiah, A Kannan, J Christopher, Emerging Research in Computing, Information, Communication and Applications, 2016
  • Hybrid Algorithm for Clustering Gene Expression Data, SJ Susmi, HK Nehemiah, A Kannan, G Saranya, Research Journal of Applied Sciences, Engineering and Technology 11 (7), 692-700, 2015
  • A hybrid classifier for leukemia gene expression data, SJ Susmi, HK Nehemiah, A Kannan, JJ Christopher, Research Journal of Applied Sciences, Engineering and Technology 10 (2), 197-205, 2015

• 9. Dr Sunil Retmin Raj C
  [ Performance Enhancement Schemes for Computer Aided Diagnosis of Lung Disorders based on Chest CT Analysis - Completed ]

  • A Novel Feature-Significance Based k-Nearest Neighbor Classification Approach for Computer Aided Diagnosis of Lung Disorders, R Raj, HK Nehemiah, DS Elizabeth, A Kannan, Current Medical Imaging Reviews 14 (2), 289-300, 2018.
  • Distance Based Genetic Algorithm for Feature Selection in Computer Aided Diagnosis Systems, S Retmin Raj C, H Nehemiah, D Elizabeth, Current Medical Imaging Reviews 13 (3), 284-298, 2017.
  • Two-Phase Supervised Segmentation Algorithm for Automatic Segmentation of Lung Parenchyma from Chest CT, AK C. Sunil Retmin Raj ,H. Khanna Nehemiah ,D. Shiloah Elizabeth, International Journal of Soft Computing 10 (2), 127-136, 2015.
  • A novel segmentation approach for improving diagnostic accuracy of CAD systems for detecting lung cancer from chest computed tomography images, DS Elizabeth, HK Nehemiah, C Raj, A Kannan, Journal of Data and Information Quality (JDIQ) 3 (2), 4, 2012

• 10. Dr Anita Titus
  [ An Intelligent Framework for Clinical Decision Making from Lung CT Slices - Completed ]

  • Classification of Interstitial Lung Diseases Using Particle Swarm Optimized Support Vector Machine, Anita Titus, H. Khanna Nehemiah, A. Kannan, International Journal of Soft Computing 10 (1), 25-36, 2015.
  • A Morphological Approach for the Extraction of the Disorders of the Pleura from Chest CT Slices, Anita Titus, H Khanna Nehemiah, A Kannan, Jabez Christopher, Emerging Research in Computing, Information, Communication and Applications, 2014.

• 11. Dr Angeline Gladston
  [ Techniques for Test Case Selection and Prioritization using Metaheuristic Approaches - Completed ]

  • Test suite reduction using hgs based heuristic approach, A Gladston, HK Nehemiah, P Narayanasamy, A Kannan, Computing and Informatics 34 (5), 1113-1132 1, 2016.

• 12. Dr Vimala S
  [ Building Integrated Environment for Effective Implementation of the Software Development Lifecycle - Completed ]

  • Design Methodology for Relational Databases: Issues Related to Ternary Relationships in Entity-relationship Model and Higher Normal Forms, S Vimala, HK Nehemiah, RS Bhuvaneswaran, G Saranya, International Journal of Database Management Systems 5 (3), 15, 2013.
  • Analysis and modeling of multivalued attributes in entity relationship modeling: An approach for improved database design, S Vimala, H Khanna Nehemiah, G Saranya, A Kannan, Computer systems science and engineering 28 (4), 217-223, 2013
  • Applying Game Theory to Restructure PL/SQL Code, S Vimala, HK Nehemiah, RS Bhuvaneswaran, G Saranya, A Kannan, International Journal of Soft Computing 7 (6), 264-270, 2012
  • Applying Game Theory to Restructure PL/SQL Code, A Vimala, S., Khanna Nehemiah, H., Saranya, G., Kannan, International Journal of Soft Computing 2 (6), 264-270, 2012
  • Restructuring PL/SQL using Game Theory, S Vimala, H Khanna Nehemiah, RS Bhuvaneswaran, G Saranya.

• 13. Dr Vijaya K
  [ An Intelligent Predictive Model for Knowledge Discovery from Clinical Datasets - Completed ]

  • Fuzzy neuro genetic approach for predicting the risk of cardiovascular diseases, K Vijaya, H Khanna Nehemiah, A Kannan, NG Bhuvaneswari, International Journal of Data Mining, Modelling and Management 2 (4), 388-402, 19, 2010.
  • A Fuzzy Statistical Reasoning Approach for Predicting the Risk of Cardio Vascular Diseases, SM Khanna Nehemiah H, Vijaya K, Kannan A, International Journal of Applied Mathematical Analysis and Applications 2, 2007.
  • Employing clinical data sets for intelligent temporal rule mining and decision making, a comparative study, HK Nehemiah, A Kannan, K Vijaya, YN Jane, JB Merin, ICGST International Journal on Bioinformatics and Medical Engineering, BIME, 2007.

• 14. Dr Shiloah Elizabeth D
  [ A Model for Computer Aided Diagnosis of Lung Disorders from CT Images of the Chest - Completed ]

  • Distance Based Genetic Algorithm for Feature Selection in Computer Aided Diagnosis Systems, S Retmin Raj C, H Nehemiah, D Elizabeth, Current Medical Imaging Reviews 13 (3), 284-298, 2017.
  • Two-Phase Supervised Segmentation Algorithm for Automatic Segmentation of Lung Parenchyma from Chest CT, AK C. Sunil Retmin Raj ,H. Khanna Nehemiah ,D. Shiloah Elizabeth, International Journal of Soft Computing 10 (2), 127-136, 2015.
  • Computer-aided diagnosis of lung cancer based on analysis of the significant slice of chest computed tomography image, DS Elizabeth, HK Nehemiah, CSR Raj, A Kannan, IET image processing 6 (6), 697-705, 2012.
  • A novel segmentation approach for improving diagnostic accuracy of CAD systems for detecting lung cancer from chest computed tomography images, DS Elizabeth, HK Nehemiah, C Raj, A Kannan, Journal of Data and Information Quality (JDIQ) 3 (2), 4, 2012.
  • Computer‐aided diagnosis system for the detection of bronchiectasis in chest computed tomography images, DS Elizabeth, A Kannan, HK Nehemiah, International Journal of Imaging Systems and Technology 19 (4), 290-298, 12, 2009.

• 15. Dr Elgin Christo V R
  [ Feature Selection and Classification of Clinical Data Using Bio-Inspired Algorithms - Completed ]

  • Feature Selection and Instance Selection from Clinical Datasets Using Co-operative Co-evolution and Classification Using Random Forest. Elgin Christo V R, Khanna Nehemiah H, IETE Journal of Research.
  • Correlation-Based Ensemble Feature Selection Using Bioinspired Algorithms and Classification Using Backpropagation Neural Network ,Elgin Christo V R, Khanna Nehemiah H, Minu B and Kannan A