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Pramod-P-Nair_asst-professor_maths_amritauniversity_amritapuri

Dr. Pramod P. Nair

Asst. Professor, Mathematics, School of Physical Sciences, Amritapuri

Qualification: MSc, Ph.D
pramodpn@am.amrita.edu
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Research Interest: Machine Learning, Bioinformatics, Combinatorics, Theoretical Computer Science.

Bio Publications FDP / Workshops Talks Delivered Awards Conferences Attended
Bio

Dr. Pramod P. Nair currently serves as Assistant Professor (Level 12) in the Department of Mathematics, School of Physical Sciences, Amrita Vishwa Vidyapeetham, Amritapuri Campus. Before joining Amrita in 2007, he worked as a CSIR Research Fellow at IIT Kharagpur on Satellite Image Analysis for land cover classifications.

Dr. Nair received his MSc (Mathematics) from Mahatma Gandhi University and his Ph.D. from Amrita Vishwa Vidyapeetham for his research titled ‘Upper Bounds to Genome Rearrangement Problem using Prefix Transpositions’. He has also qualified for CSIR-UGC JRF. His research interests include Machine Learning – Applications of physics-informed neural networks (PINN) in engineering and sciences; Combinatorics- permutations, Cayley graphs; Theoretical Computer Science – Approximation algorithms; Bioinformatics – Mathematical analysis of genome rearrangement problems.

Publications

Journal Article

Year : 2022

On The Diameter of Pancake Graphs

Cite this Research Publication : R, Harigovind & Nair, Pramod. (2022). On The Diameter of Pancake Graphs.

Publisher : arXiv preprint

Year : 2022

Upper Bounds to Genome Rearrangement Problem using Prefix Transpositions

Cite this Research Publication : Nair, Pramod. (2022). Upper Bounds to Genome Rearrangement Problem using Prefix Transpositions.

Publisher : arXiv preprint

Year : 2021

Improved upper bound for sorting permutations by prefix transpositions

Cite this Research Publication : Pramod P Nair, Rajan Sundaravaradhan, Bhadrachalam Chitturi, Improved upper bound for sorting permutations by prefix transpositions, Theoretical Computer Science, Volume 896, 2021, Pages 158-167, ISSN 0304-3975,

Publisher : Elsevier

Year : 2020

A new upper bound for sorting permutations with prefix transpositions

Cite this Research Publication : Pramod P. Nair, Sundaravaradhan, R., and Chitturi, B., “A new upper bound for sorting permutations with prefix transpositions”, Discrete Mathematics, Algorithms and Applications, vol. 12, no. 06, p. 2050077, 2020.

Publisher : Discrete Mathematics, Algorithms and Applications, World Scientific

Year : 2017

Pattern Recognition using Mixture of Experts – A Review

Publisher : International journal of Advance Research in Science and Engineering

Year : 2011

A multigradient algorithm using a mixture of experts architecture for land cover classification of multisensor images

Cite this Research Publication : Pramod P. Nair, “A multigradient algorithm using a mixture of experts architecture for land cover classification of multisensor images”, International Journal of Remote Sensing, vol. 32, no. 17, pp. 4933–4941, 2011.

Publisher : Taylor & Francis

Year : 2004

Surveillance and Remote Sensing-A MRF Based Segmentatiom Approach to Classification Using Dempster Shafer Fusion for Multisensor Imagery

Cite this Research Publication : Surveillance and Remote Sensing-A MRF Based Segmentatiom Approach to Classification Using Dempster Shafer Fusion for Multisensor Imagery
A Sarkar, N Banerjee, P Nair, A Banerjee, S Brahma… - Lecture Notes in Computer Science, 2004

Publisher : Lecture Notes in Computer Science

Conference Paper

Year : 2020

An Improved Upper Bound for Genome Rearrangement by Prefix Transpositions

Cite this Research Publication : Pramod P. Nair and Sundaravaradhan, R., “An Improved Upper Bound for Genome Rearrangement by Prefix Transpositions”, in 2020 Advanced Computing and Communication Technologies for High Performance Applications (ACCTHPA), 2020.

Publisher : Advanced Computing and Communication Technologies for High Performance Applications (ACCTHPA), IEEE

Conference Proceedings

Year : 2023

Physics-informed Neural Networks approach to solve the Blasius function

Cite this Research Publication : G Krishna, MS Nair, PP Nair, Anil Lal, Physics-informed Neural Networks approach to solve the Blasius function, Fifth International Conference on Electrical, Computer and Communication Technologies (ICECCT), 2023.

Publisher : IEEE

Year : 2023

A perfect hashing to enhance the performance of Apriori algorithm

Cite this Research Publication : M. Wilson, M. S. Nair, P. P. Nair and A. M, A perfect hashing to enhance the performance of Apriori algorithm, Second International Conference on Electrical, Electronics, Information and Communication Technologies (ICEEICT),2023

Publisher : IEEE

Year : 2023

Biologically inspired ChaosNet architecture for Hypothetical Protein Classification

Cite this Research Publication : S Hari, A Sudeesh, PP Nair, P Suravajhala, Biologically inspired ChaosNet architecture for Hypothetical Protein Classification, Fifth International Conference on Electrical, Computer and Communication Technologies (ICECCT), 2023.

Publisher : IEEE

Year : 2004

A MRF Based Segmentatiom Approach to Classification Using Dempster Shafer Fusion for Multisensor Imagery

Cite this Research Publication : A. Sarkar, Banerjee, N., Pramod P. Nair, Banerjee, A., Brahma, S., Kartikeyan, B., and Majumder, K. L., “A MRF Based Segmentatiom Approach to Classification Using Dempster Shafer Fusion for Multisensor Imagery”, Image Analysis and Recognition, Lecture notes on computer science book series, vol. 3212. Springer Berlin Heidelberg, Berlin, Heidelberg, 2004.

Publisher : Springer Berlin Heidelberg,

FDP / Workshops
  • International Faculty Development Programme (FDP) on The Art of Doing Research jointly organized by Jyothi Engineering College, Thrissur, India, CHRIST (Deemed to be University), Bangalore, India and Pelita Bangsa University, Indonesia in association with Internal Quality Assurance Cell (IQAC), Jyothi Engineering College, Thrissur, India during 12-22 July, 2021.
  • Workshop on Sage Math, February 15-16, 2019, Amrita Vishwa Vidyapeetham, Amritapuri Campus
  • Workshop on STOCHASTIC PROCESSES, December 19 – 22, 2008, Sponsored by National Board for Higher Mathematics (NBHM), Amrita Vishwa Vidyapeetham, Amritapuri Campus.
  • Workshop on Mathematical Analysis, June 20-22, Sponsored by Indian Academy of Sciences, Bangalore, the National Academy of Sciences India, Allahabad and Indian National Science Academy, New Delhi, Amrita Vishwa Vidyapeetham, Amritapuri Campus.
Talks Delivered

Research Talks Delivered

An Improved Upper Bound for Genome Rearrangement by Prefix Transpositions, Advanced Computing and Communication Technologies for High Performance Applications (ACCTHPA), 2020

Invited Talks Delivered

Imbalance datasets in Machine Learning: Challenges and Techniques, Lankan Conference on Bioinformatics 2023 (LANBIX2023)

 

Awards

UGC CSIR – JRF

Conferences Attended
  • Lankan Conference on Bioinformatics 2023 (LANBIX2023)
  • Second International Conference on Electrical, Electronics, Information and Communication Technologies (ICEEICT), 2023.
  • Fifth International Conference on Electrical, Computer and Communication Technologies (ICECCT), 2023.
  • Advanced Computing and Communication Technologies for High Performance Applications (ACCTHPA), 2020.
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