Dr Leema Nelson
Assistant Professor

Publications

1. Leema, N., H. Khanna Nehemiah, and A. Kannan. “Neural network classifier optimization using Differential Evolution with Global Information and Back Propagation algorithm for clinical datasets.” Applied Soft Computing, Elsevier, Vol. 49 (2016): 834-844, ISSN: 1568-4946, Impact Factor – 6.725, visit : https://doi.org/10.1016/j.asoc.2016.08.001, (SCI Indexed).
2. Leema, N., P. Radha, S. C. Vettivel, and H. Khanna Nehemiah. “Characterization, pore size measurement and wear model of a sintered Cu–W nano composite using radial basis functional neural network.” Materials & Design, Elsevier, Vol. 68 (2015): 195-206, Impact Factor – 7.991, visit : https://doi.org/10.1016/j.matdes.2014.11.035, (SCI Indexed).
3. Vettivel, S. C., N. Selvakumar, N. Leema, and A. Haiter Lenin. “Electrical resistivity, wear map and modeling of extruded tungsten reinforced copper composite.” Materials & Design, Elsevier, Vol. 56 (2014): 791-806, Impact Factor – 7.991, visit: https://doi.org/10.1016/j.matdes.2013.11.070, (SCI Indexed).
4. Vettivel, S. C., N. Selvakumar, and N. Leema. “Experimental and prediction of sintered Cu–W composite by using artificial neural networks.” Materials & Design, Elsevier, Vol. 45 (2013): 323-335, Impact Factor – 7.991, visit: https://doi.org/10.1016/j.matdes.2012.08.056, (SCI Indexed).
5. SC Vettivel, Narayanasamy Selvakumar, R Narayanasamy, N Leema. “Numerical modelling, prediction of Cu–W nano powder composite in dry sliding wear condition using response surface methodology”, Materials & Design, Elsevier, Vol. 50 (2013): 977-996, Impact Factor – 7.991, visit : https://doi.org/10.1016/j.matdes.2013.03.072, (SCI Indexed).
6. N. Leema, H. Khanna  Nehemiah, A.Kannan and J. Jabez Christopher, “Computer Aided Diagnosis System for Clinical Decision Making: Experimentation using Pima Indian Diabetes Dataset”, Asian Journal of Information Technology, Medwell Journals, Vol. 15, (2016) : 3217-3231, visit : https://doi.10.36478/ajit.2016.3217.3231.
7. N. Leema, H. Khanna Nehemiah and A.Kannan, “Quantum-behaved Particle Swarm Optimization based Radial Basis Function Network for Classification of Clinical Datasets”, International Journal of Operations Research and Information Systems, IGI Global, Vol. 9 (2018): 1290-131, visit : https://doi: 10.4018/978-1-7998-2460-2.ch065, (DBLP Indexed).
8. N. Leema, H. Khanna Nehemiah, V.R Elgin Christo and A.Kannan, “Evaluation of Parameter Settings for Training Neural Networks using Backpropagation Algorithms: A Study with Clinical Datasets”, International Journal of Operations Research and Information Systems, IGI Global, Vol. 11 (2020): 62-85. visit : https:// doi: 10.4018/IJORIS.2020100104, (DBLP Indexed).

Field of Specialisation

• Artificial Intelligence, Machine Learning, Soft Computing, Pattern Recognition and Clinical Data mining

Training programs conducted

• Conducted national level workshop on “Computer Networks” from 20-21 January 2011 at Dhanalakshmi Srinivasan College of Engineering and Technology.

Ph.D (Computer Science and Engineering)
M.E (Computer Science and Engineering Specialization with Knowledge Engineering)
BE (Electronics and Communication)

Research
Seven years of research experience at College of Engineering Guindy, Anna University Chennai from 2011 to 2018.

Teaching
Four years of teaching experience at various engineering colleges.