Prof (Dr.) Shajee Mohan B S

About

Dr. Shajee Mohan B S is currently working as a Professor in Computer Science and Engineering, SSET, Sharda University, India. Dr. Shajee Mohan obtained his Ph.D. from CSE Department, Indian Institute of Technology Madras, M.Tech from Visvesvaraya Technological University (VTU) and B.Tech from the University of Kerala. Before joining Sharda University, he served as professor and Dean (Research) at Government Engineering College Kozhikode, under the Directorate of Technical Education, Govt. of Kerala. He served over 30 years in various premier engineering institutes under Govt. of Kerala. He was the Head of CSE department, LBS College of Engineering Kasaragod, Govt. College of Engineering Kannur. He served as a member of BoS in Kannur, Calicut Universities in Kerala. He was also Chairman of BoE in Kannur, Calicut and APJ Abdul Kalam Technological Universities in Kerala. He has guided more than 25 M.Tech projects and at present guiding 3 Ph.D. research scholars under APJ KTU. He is a member of several Doctoral Committees (DC) and served as a thesis examiner for Kerala University and Anna University, Chennai. He is also a reviewer for several prestigious international journals including Expert Systems (Wiley), IEEE Access, Concurrency and Computation: Practice and Experience (Wiley), and Ecological Informatics (Elsevier). He also received several best paper awards at international conferences.

Experience

30+ years

Qualification

• Ph.D (Indian Institute of Technology Madras)
• M.Tech (Visvesvaraya Technological University)
• B.Tech (University of Kerala- CET)
   

Award & Recognition

1. Best Presentation of the Session Award:IEEE Sponsored International Conference on 1. Advanced Computing and Communication ADCOM 2006, NIT Surathkal, India, December 2006.
2. Best Presentation Award:IEEE Sponsored 2nd International Conference on Intelligent Systems and Image Processing- ICISIP-2014, Nishnippon Institute of Technology, Kitakyushu, Japan 26-29, September 2014. 
3. Best Paper of the Year 2015:International Journal of the Institute of Industrial Application Engineers Japan in the issue January 25, 2015 (JIIAE Vol.3 No.1)
4. Best Presentation Award: First International Conference on Advances in Smart Sensor, Signal Processing and Communication Technology (ICASSCT 2021), 19-20, March 2021, Goa, India. 
5. Outstanding Teaching Assistant Award for CS1100- Computational Engineering, during August-December 2009 Semester, Department of Computer Science and Engineering, IIT Madras.
6. Outstanding Teaching Assistant Award for CS6030- Mathematical Concepts for Computer Science, during August-December 2011 Semester, Department of Computer Science and Engineering, IIT Madras.
7. Outstanding Teaching Assistant Award for CS6300- Speech Technology, during January-May 2012 Semester, Department of Computer Science and Engineering, IIT Madras.

Research

Selected Publications (International Journals)

1.  B. S. Shajee Mohan and C. Chandra Sekhar, Distance metric learning-based kernel gram matrix learning for pattern analysis tasks in kernel feature space. Pattern Analysis and Applications, Springer-Verlag, August 2018, Volume 21, Issue 3, pp 847–867.
2. Shajee Mohan, B. S., Shanthini K. S., "A Methodology for Feature Selection and Performance Optimization of Classifiers in CBIR Systems for Biological Images"   International Journal of the Institute of Industrial Applications Engineers Japan in the issue  January 25, 2015 (JIIAE Vol.3 No.1). 
3. Rajeev Rajan, Shajee Mohan B S, “ Distance Metric Learnt Kernel-Based Music Classification using Timbral Descriptors “ International Journal of Pattern Recognition and Artificial Intelligence”,  IJPRAI September-2021. 
4. E P Fathima Bareeda and B S Shajee Mohan and K V Ahammed Muneer, “Lie Detection using Speech Processing Techniques “ Journal of Physics: IOP Publishing, volume 1921. pp-1-8, May 2021, doi: 10.1088/1742-6596/1921/1/012028.
5. Thanseeha Kassim and B S Shajee Mohan and K V Ahammed Muneer, “Modified ML-kNN and Rank SVM for Multi-label Pattern Classification”, Journal of Physics:IOP Publishing, volume 1921. pp-1-9, May 2021, doi: 10.1088/1742-6596/1921/1/012027.
6.  K Remya and B S Shajee Mohan and K V Ahammed Muneer, “ Semi-supervised Learning Techniques for Speech Emotion Recognition“, Journal of Physics: IOP Publishing, volume 1921. pp-1-10, May 2021, doi: 10.1088/1742-6596/1921/1/012029.   

      Selected Publications (International Conferences)  

1. Shajee Mohan, B. S., Shanthini K. S., "Performance Analysis Classifiers with Feature Selection and Optimization in CBIR System for  Biological Images", IEEE Sponsored 2nd International Conference on Intelligent Systems and Image Processing- ICISIP-2014, Nishnippon Institute of Technology, Kitakyushu, Japan 26-29,  September 2014. 
2. B.S. Shajeemohan, C. Chandra Sekhar, A Class-Specific Mahalanobis Distance Metric Learning for Biological Image Classification, International Conference on Image Analysis and Recognition, ICIAR -2012, Aviero, Portugal. Springer-Lecture Notes in Computer Science (LNCS) Volume 7325, 2012, pp 240-248.
3. B. S. Shajee Mohan and C. C. Sekhar, "Distance Metric Learnt Kernel-based SVMs for Semi-Supervised Pattern Classification," 2017 Ninth International Conference on Advances in Pattern Recognition (ICAPR), Indian Statistical Institute (ISI) Begaluru Centre, India, 2017, pp. 1-6, doi:10.1109/ICAPR.2017.8592956.
4. Anaina P, Anaswara K, Anju Nanda Kumar, Fathimath Risvana and Shajee Mohan B S, “Malpractice Detection in Examination Hall Using Machine Learning Algorithms”, Elsevier SSRN eJournal, Proceedings of the International Conference on Emerging Trends in Signal Processing- Yukthi 2023.
5. Midhun C and Shajee Mohan B S, “Music Information Retrieval using Hybrid Features”, Elsevier SSRN eJournal, Proceedings of the International Conference on Emerging Trends in Signal Processing- Yukthi 2023.
6. Soorya Das M and Shajee Mohan B S, “Sentiment Analysis of Social Media Text Chats using Learning-based Algorithms”, Elsevier SSRN eJournal, Proceedings of the International Conference on Emerging Trends in Signal Processing- Yukthi 2023.
7. Stephy J S  and Shajee Mohan B S, “Feature Reduction and Optimization using Learnt Kernel Matrix”, Elsevier SSRN eJournal, Proceedings of the International Conference on Emerging Trends in Signal Processing- Yukthi 2023.
8. N. M R and S. Mohan B S, "Music Genre Classification using Spectrograms," 2020 International Conference on Power, Instrumentation, Control and Computing (PICC), 2020, IEEE Xplore, pp. 1-5, doi: 10.1109/PICC51425.2020.9362364.

         Book Chapter

1. Book Chapter - Chapter 26-Performance Analysis of Image Classifiers based on SIFT and GIST Descriptors, Shiju T V and Shajee Mohan B S, Intelligent Computing and Signal Processing, Copyright (c) Narosa Publishing House Pvt. Ltd. ISBN 978-81-8487-691-8.

Professional Society Memberships

1. Indian Society for Technical Education – Life Member
2. Computer Society of India-Member
 

Certifications

• NVIDIA -DLI Certification

Area of Interest

1. Machine Learning
2. Pattern Analysis
3. Image Processing
4. Artificial Neural Networks
5. Deep Learning
6. Speech and Audio Processing