Kedarnath Senapati

Designation:

Associate Professor

Date of Joining at NITK:

Monday, May 30, 2016

Professional Experience:

12 Years and at NITK: 8 years

Contact Details

E-mail:

kedar11[at]gmail.com

kedar[at]nitk.edu.in

Telephone:

0824-2473371

Academic Background

Post Doctoral Fellow (IIT Bhubaneswar, 2014-2016)
Ph.D (Institute of Mathematics and Applications, Bhubaneswar, 2013)
M.Phil (Sambalpur University, 2002)
M.Sc (Sambalpur University, 2001)
B.Sc (Kuchinda College Kuchinda, 1998)

Areas of Interest

Signal and Image Processing
Spectral Analysis
Machine Learning
Deep Learning

Supervision of Ph.D

Completed - 4, Ongoing - 1

Sl.No.	Name	Date of Completion
1	Priya R Kamath	12/07/2021
2	Susil Kumar Bishoi	05/12/2023
3	Pateel G P	17/10/2025
4	Abhishek Kumar Pandey	28/10/2025
5	Indra Bate	Ongoing

Achievements

National Board of Higher Mathematics (NBHM) Postdoctoral Fellowship, DAE, Govt.of India, 2013
Graduate Aptitude Test in Engineering (GATE), 2003

Significant Publications

List of papers published in Journals:

1) Pandey A.K., Senapati K., Argyros I.K., Pateel G.P., Improving Vertebral Fracture Detection in C-Spine CT Images Using Bayesian Probability-Based Ensemble Learning (2025) Algorithms, 18(4), art. no. 181.

2) Murugan M., Godavarma C., George S., Bate I., Senapati K., Convergence analysis of a class of iterative methods: a unified approach (2025) Mathematical Modelling and Analysis, 30(4), pp. 645-663.

3) Bate I., Senapati K., George S., M M., G C., Jarratt-type methods and their convergence analysis without using Taylor expansion (2025) Applied Mathematics and Computation, 487, art. no. 129112.

4) Bate I., Senapati K., George S., Argyros I.K., Argyros M.I., Convergence Analysis of Jarratt-like Methods for Solving Nonlinear Equations for Thrice-Differentiable Operators (2025) AppliedMath,5(2), art.no.38.

5) Pandey A.K., Senapati K., Pateel G.P., CAEB7-UNet: An Attention-Based Deep Learning Framework for Automated Segmentation of C-Spine Vertebrae in CT Images (2025) IEEE Access, 13, pp. 39051-39065.

6) Pateel, G.P.., Senapati K., Pandey A.K., Improving the performance of multi-stage HER2 breast cancer detection in hematoxylin-eosin images based on ensemble deep learning (2025) Biomedical Signal Processing and Control, 100, art. no. 107016,

7) Pateel, G.P., Senapati K., Pandey A.K., A Novel Decision Level Class-Wise Ensemble Method in Deep Learning for Automatic Multi-Class Classification of HER2 Breast Cancer Hematoxylin-Eosin Images (2024) IEEE Access, 12, pp. 46093-46103.

8) Muniyasamy M., Chandhini G., George S., Bate I., Senapati K., On obtaining convergence order of a fourth and sixth order method of Hueso et al. without using Taylor series expansion (2024) Journal of Computational and Applied Mathematics, 452, art. no. 116136.

9) George S., Bate I., M M., G C., Senapati K., Enhancing the applicability of Chebyshev-like method (2024) Journal of Complexity, 83, art. no. 101854.

10) Argyros I.K., George S., Senapati K., Extended convergence for two-step methods with non-differentiable parts in Banach spaces (2024) Journal of Analysis, 32(2), pp. 697-709.

11) George S., Argyros I.K., Senapati K., Kanagaraj K., Local convergence analysis of two iterative methods (2022) Journal of Analysis, 30(4),pp.1497-1508.

12) Kamath P.R., Senapati K., Short-term wind speed forecasting using S-transform with compactly supported kernel (2021) Wind Energy, 24(3), pp. 260-274.

13) Kamath P.R., Senapati K., Jidesh P., Despeckling of SAR Images Using Shrinkage of Two-Dimensional Discrete Orthonormal S-Transform (2021) International Journal of Image and Graphics, 21(2), art. no. 2150023.

14) Ioannis K Argyros, Santhosh George, Kedarnath Senapati, Extended local convergence for Newton-type solver under weak conditions, Stud. Univ. Babes-Bolyai Math. 66(4), 757-768, 2021.

15) Argyros I.K., George S., Senapati K., Extending the applicability of the inexact Newton-HSS method for solving large systems of nonlinear equations (2020) Numerical Algorithms, 83(1), pp. 333-353.

16) SK Bishoi, Kedarnath Senapati, BR Shankar, Shrinking generators based on σ-LFSRs, Discrete Applied Mathematics 285, 493-500, 2020.

17) IK Argyros, S George, Kedarnath Senapati, Extending the applicability of the inexact Newton-HSS method for solving large systems of nonlinear equations, Numerical Algorithms 83 (1), 333-353, 2020.

18) Senapati K., Kamath P.R., Time–Frequency–Phase analysis for automatic detection of ocular artifact in EEG signal using S-transform (2019) Advances in Intelligent Systems and Computing,748, pp.49-58.

19) TK Chakra, T Nayak, Kedarnath Senapati, Iteration of certain exponential-like meromorphic functions, Proceedings-Mathematical Sciences 128 (5), 1-18, 2018.

Books Chapters:

1) K Senapati, PR Kamath, Time–Frequency–Phase Analysis for Automatic Detection of Ocular Artifact in EEG Signal using S-Transform, Machine Intelligence and Signal Analysis, 49-58, 2019

4) Kamath P.R., Senapati K., Short-term wind speed forecasting using S-transform with compactly supported kernel (2021) Wind Energy, 24(3), pp. 260-274. 8) George S., Argyros I.K., Senapati K., Kanagaraj K., Local convergence analysis of two iterative methods (2022) Journal of Analysis, 30(4), pp. 1497-1508.

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