Faculty Details
Dr. Vikash Kumar Singh
Assistant Professor (Selection Grade) Department of Computer Science and Engineering
- PhD, Sikkim Manipal University.
- MTech in Computer Science & Engineering (Wireless Sensor Network), Sikkim Manipal Institute of Technology, 2013
- MCA in Computer Application, Sikkim Manipal Institute of Technology, 2010
- BIT in Information Technology, Sikkim Manipal University, 2004
- Sikkim Manipal Institute of Technology, Assistant Professor (Selection Grade), Teaching, July 2021 - till date
- Sikkim Manipal Institute of Technology, Assistant Professor I, Teaching, July 2015 - June 2021
- Sikkim Manipal Institute of Technology, Assistant Professor II, Teaching, July 2010 - July 2015
- Wireless Data Science
- Sensor Network
- Wireless Mobile Adhoc Network Communication
- Computer Networks
- Java Programming
- Compiler Design
- Formal Language and Automata Theory
- Formal Language and Automata Theory
- Compiler Design
- Speech Processing
- Artificial Neural Networks
- Graph Theory
- Speech Processing
- Data Science
- Wireless Sensor Network
- Formal Language and Automata Theory
Areas of Interest, Expertise and Research
Area of Interest
Area of Expertise
Area of Research
Professional Affiliations & Contributions
Program Committee Member/Reviewer for Third International Conference on Mobile & Wireless Networks (MoWiN 2014).
- Departmental TG Coordinator.
- Teacher Guardian of UG Students.
- Semester coordinator.
- Member of DAC team.
- Member of an ISO 9000 certification team.
- Member of stock verification team.
- Member of accreditation/certification team.
- Academic advisor to students.
- Member of Major Project team.
- eCampus Manager Departmental Administrator.
- Member of NAAC and NBA team.
- Workshop Coordinator.
- Member of ICACCP 2019.
- Department Coordinator for AICTE 360 Degree Feedback.
Vikash Kumar Singh is Assistant Professor (Selection Grade) in the Department of Computer Science and Engineering at SMIT.
Additionally he also handles the following:
-
Design of an Integrated Security Scheme for Wireless Sensor Network
2011-12 | Co-PI: Vikash Kumar Singh | Funded by: AICTE - RPS Project | Amount: INR 18,00,000
The project focuses on designing an integrated, multi-layered security scheme for Wireless Sensor Networks (WSNs) to address fundamental security challenges and requirements within such networks.
-
Healthcare Data Analytics
2016 | Co-PI: Vikash Kumar Singh | Funded by: Sikkim Manipal University - MRB Project | Amount: INR 29.1 Lakhs
This research aims to analyze healthcare data using advanced analytics techniques to extract meaningful patterns and insights, ultimately supporting evidence-based decision-making in the healthcare sector.
-
Impact of Various Continuous Wavelet Transforms for Acoustic Scene Classification with DCASE Dataset
2025 | Vikash Kumar Singh, Kalpana Sharma, Samarendra Nath Sur
Signal, Image and Video Processing, Springer - Vol. 19, No. 440, pp. 1-15
Indexed in SCI, Q2 | Impact Factor: 2.0 (2023)
-
Acoustic Scene Classification using Dynamic Time Warping Technique based on Short Time Fourier Transform and Discrete Wavelet Transforms
2024 | Vikash Kumar Singh, Kalpana Sharma, Samarendra Nath Sur
Circuits, Systems, and Signal Processing, Springer - pp. 1-27
Indexed in SCI, Q2 | Impact Factor: 1.8 (2023)
-
A Survey on Preprocessing and Classification Techniques for Acoustic Scene
2023 | Vikash Kumar Singh, Kalpana Sharma, Samarendra Nath Sur
Expert Systems with Applications, Elsevier - Vol. 229, Article ID: 120520
Indexed in SCI, Q1 | Impact Factor: 8.5 (2023)
-
Enhancing COVID-19 Safety: Exploring YOLOv8 Object Detection for Accurate Face Mask Classification
2023 | Sanjog Tamang, Biswaraj Sen, Ashis Pradhan, Kalpana Sharma, Vikash Kumar Singh
International Journal of Intelligent Systems and Applications in Engineering - Vol. 11, No. 2, pp. 892-897
Indexed in Scopus
-
An Open-Source Platform for Real-Time Preliminary Diagnosis amongst Adults using Data Analytics
2023 | Kalpana Sharma, Sital Sharma, Sunil Dhimal, Biswaraj Sen, Ashis Pradhan, Vikash Kumar Singh
International Journal on Recent and Innovation Trends in Computing and Communication - Vol. 11, Issue 11s, ISSN: 2321-8169
Indexed in Scopus
-
Performance Analysis of Discrete Wavelet Transforms for Acoustic Scene Classification with DCASE Dataset
2024 | Vikash Kumar Singh, Kalpana Sharma, Samarendra Nath Sur
International Conference on Nonlinear Dynamics and Applications, Springer - pp. 68-80
Indexed in Scopus
-
Development of Acoustic Scene Classification Model using Neural Networks Applied on Reduced Dataset of DCASE
2023 | Vikash Kumar Singh, Kalpana Sharma, Samarendra Nath Sur
9th International Conference on Signal Processing and Communication (ICSC), IEEE - pp. 544-550
Indexed in Scopus
-
Comparative Study of Heart Sound Classifier with Varying Hyperparameter of CNN
2022 | Vivek Rai, Vikash Kumar Singh
International Conference On Advanced Computational and Communication Paradigms (ICACCP), Springer - pp. 53-60
Indexed in Scopus
-
Exploratory Data Analysis on IPL Data
2021 | Santanu Mohapatra, Angana Goswami, Ashi Singh, Vikash Kumar Singh, Biswaraj Sen
Contemporary Issues in Communication, Cloud and Big Data Analytics: Proceedings of CCB 2020, Springer - pp. 315-325
Indexed in Scopus
-
Routing Policies in Wireless Sensor Network
June 01, 2013 | Vikash Kumar Singh, Kalpana Sharma, Meenakshi Sharma
LAP Lambert Academic Publishing, ISBN: 978-3-659-41400-8
-
Cluster Head Selection Algorithm for Wireless Sensor Networks
September 01, 2016 | Vikash Kumar Singh, Nirnaya Pradhan, Kalpana Sharma
IJCA Proceedings ICCC 2016, Digital Library URI: http://www.ijcaonline.org, ISBN: 973-93-80892-80-2
-
A Survey on Hierarchical Clustering Algorithm for Wireless Sensor Networks
January 01, 2016 | Vikash Kumar Singh, Nirnaya Pradhan, Kalpana Sharma
International Journal of Computer Applications (0975-8887), Vol-134 No-4, Jan 2016
-
Design Methodologies: Security Aspects for Wireless Sensor Network
November 01, 2014 | Vikash Kumar Singh, Kalpana Sharma
International Journal of Communication Technology for Social Networking Services, ISSN: IJCTSNS, Vol-2, No-2, 2014, pp: 25-34
-
A Survey on Wireless Sensor Networks Security with the Integration of Clustering and Keying Techniques
February 01, 2013 | Vikash Kumar Singh, Kalpana Sharma
In Proceedings of The Third International Conference on Computer Science & Information Technology (CCSIT), Jan Zizka (Eds): CCSIT, SIPP, AISC, PDCTA - 2013, pp. 183-191, Feb 2013. DOI: 10.5121/csit.2013.3620
-
Effect of Exponential Back-off Mechanism in MACA and MACAW for MANETs - A Study
July 01, 2012 | Vikash Kumar Singh, Sujata Ghatak, Lekhika Chettri, Biswaraj Sen
International Journal of Latest Trends in Engineering and Technology (IJLTET), ISSN: 2278-621X, Vol. 1 Issue 2, July 2012
-
A Novel Secure Keying Technique for Wireless Sensor Network
July 01, 2012 | Vikash Kumar Singh, Kalpana Sharma
International Journal of Information and Electronics Engineering, ISSN: 2010-3719, Vol. 2 Number 4, July 2012, pp: 475-479, DOI: 10.7763/IJIEE.2012.V2.141
-
A Comprehensive Study of Routing Protocols based on Routing Information Update Mechanism in MANET
September 01, 2012 | Vikash Kumar Singh, Minakshi Sharma
In Proceedings of National Conference on Advances in Computer Science & Information Security, pp: 5-10
-
TEECS: A Time-Based Energy Efficient Clustering Scheme in Wireless Sensor Networks
January 01, 2018 | Vikash Kumar Singh, Nirnaya Pradhan, Kalpana Sharma, Nima Donka Tamang
Book: Advances in Electronics, Communication and Computing, Pages: 263-272, Publisher: Springer, Singapore
-
Delay-Based Approach for Prevention of Rushing Attack in MANETs
January 01, 2022 | Vikash Kumar Singh, Ashwin Adarsh, Tshering Lhamu Tamang, Payash Pradhan, Biswaraj Sen, Kalpana Sharma
Book: Contemporary Issues in Communication, Cloud and Big Data Analytics, Pages: 125-138, Publisher: Springer, Singapore
