Tinku Singh
Postdoctoral Researcher at School of Information and Communication Engineering · Chungbuk National University
Research Interests
Big Data, Machine Learning
Biography
My name is Tinku Singh and I am currently working as a Postdoctoral Researcher at Chungbuk National University, Cheongju, South Korea. I completed the Master’s in Technology (M.Tech) in Computer Science and Engineering in 2016 from Maharshi Dayanand University, Rohtak, Haryana, India and Ph.D. from the Indian Institute of Information Technology Allahabad (IIITA), India in 2023. The potential of machine learning and deep learning algorithms in solving problems from different areas has always intrigued me, so I follow this as a research area of interest. I have published papers in international journals, conferences and pre-print servers. My main research includes Big data analytics, Machine learning, and Deep learning in different domains. I have also gained outreach experience in delivering tutorial sessions, hands-on sessions and organizing several workshops and conferences on international platforms.
Education
PhD from Indian Institute of Information Technology, Allahabad India
Recent Scopus Publications
- An augmented ECG data based classification for arrhythmia using optimal feature set
- AI-Enhanced Energy Conservation in Context-Aware MANETs
- FedMeanStd: Federated Aggregation With Outliers Filtering
- FedLBW: A loss-based weighting strategy for federated learning on non-IID data in wireless networks
- Analysis of Image Classification Using Machine Learning
Links
- ORCID https://orcid.org/0000-0002-9146-8682
- Google Scholar https://scholar.google.com/citations?user=93Uk6jkAAAAJ
- Scopus https://www.scopus.com/authid/detail.uri?authorId=57485401500
- Personal Weblink https://profile.iiita.ac.in/manish/student/tinku/