Publications

Academic contributions and research output

Personal Details

Designation Assistant Professor
Department Department of Computer Science and Engineering
Mobile 8979798008
Profile Photo https://iqacportal.gkv.ac.in/storage/profile-photos/dx8LiEHdWu545UVHTKaZMaNgVCQRMAcRAO4A8Jd7.png

Professional Details

About You I’m an educator, researcher, and lifelong learner passionate about making technology meaningful and accessible. My work lives at the intersection of computer science and education, where I help students unlock the power of problem-solving through programming—especially in C—and translate complex AI concepts into intuitive, self-paced learning experiences.

My research focuses on deep learning, with a current emphasis on personalized recommendation systems and reinforcement learning. I’m exploring hybrid models that bridge multiple domains, aiming to improve how we understand user behavior across platforms. Whether it’s LSTMs, GANs, or autoencoders, I thrive on bringing theoretical models to real-world relevance.
Research Area Artificial Intelligence, Cloud Computing, Machine Learning
Qualification Ph.D.
Orcid Id https://orcid.org/0000-0002-3553-0613
Links

Research Papers

1.
Nishant Munjal, "SAFPRS: Novel framework of sentiment analysis for lifestyle product recommendation," International Journal of Mathematical, Engineering and Management Sciences, Vol. 10, No. 6, pp. 2223-2247, 2025. (ISSN: 2455-7749 | Impact Factor: 3.400 | Indexed in: Scopus). DOI: https://doi.org/10.33889/IJMEMS.2025.10.6.103
2.
Nishant Munjal, "A Comprehensive Review of Product Recommendation Systems using Deeplearning Techniques," Knowledge and Information Systems, 2025. (ISSN: 0219-3116 | Impact Factor: 6.100 | Indexed in: Scopus, SCI). DOI: https://doi.org/10.1007/s10115-025-02667-0
3.
Nishant Munjal, "A machine learning-based crop recommendation system using soil ecology for sustainable agriculture," Environment Conservation Journal, Vol. Vol. 26, No. 4, pp. 1244-1254, 2025. (ISSN: 09723099 | Impact Factor: 2.500 | Indexed in: Scopus). DOI: 10.36953/ECJ.33893158
4.
Nishant Munjal, "A deep transfer learning-based approaches for the detection and classification of acute lymphocytic leukemia using microscopic images," Multimedia Tools and Applications, Vol. 84, pp. 30201-30225, 2024. (Impact Factor: 7.700 | Indexed in: Scopus, SCI). DOI: https://doi.org/10.1007/s11042-024-20312-w
5.
Nishant Munjal, "Telugu language hate speech detection using deep learning transformer models: Corpus generation and evaluation," Systems and Soft Computing, Vol. 6, 2024. (ISSN: 2772-9419 | Indexed in: Scopus). DOI: https://doi.org/10.1016/j.sasc.2024.200112
6.
Nishant Munjal, "Exploring the Role and Relevance of Artificial Intelligence in the Vedas: A Contemporary Analysis," Vedic Vag Jyoti, Vol. 11, 2023. (ISSN: 2277-4351 | Indexed in: UGC CARE)
7.
Nishant Munjal, "A Review of Deep Learning‑Based Approaches for Detection and Diagnosis of Diverse Classes of Drugs," Archives of Computational Methods in Engineering, Vol. 30, pp. 3867–3889, 2023. (ISSN: 1134-3060 | Impact Factor: 12.100 | Indexed in: Scopus, SCI). DOI: https://doi.org/10.1007/s11831-023-09936-7
8.
Nishant Munjal, "Scheduling of Tasks (CLOUDLETS) in Hetrogeneous Processing Cloud Environment," International Journal on Emerging Technologies, 2020. (ISSN: 0975-8364 | Indexed in: UGC CARE)
9.
Nishant Munjal, "Energy Efficient Host Overloading Detection Algorithm in Cloud Computing," Int. J. Comput. Sci. Eng., 2018. (Indexed in: UGC CARE)
10.
Nishant Munjal, "Energy Efficient DVFS with VM Migration," Eur. J. Adv. Eng. Technol., 2018. (Indexed in: UGC CARE)
11.
Nishant Munjal, "An Application Deployment to Openshift Cloud," International Journal of Engineering and Computer Science, Vol. 4, 2015. (ISSN: 2319-7242 | Indexed in: UGC CARE)
12.
Nishant Munjal, "A Comparative Analysis of Scheduling Algorithms affecting QoS in Cloud Computing Environment," Int. J. Comput. Sci. Netw., 2015. (Indexed in: UGC CARE)
13.
Nishant Munjal, "Virtualization: Technology Helping Environment," ESSENCE – Int. J. Environ. Rehabil. Conserv, 2015. (Indexed in: UGC CARE)
14.
Nishant Munjal, "Virtualization : A Concept Implementation for Cloud," Int. J. Eng. Tech. Res., 2014. (Indexed in: UGC CARE)
15.
Nishant Munjal, "Review of Research Issues in Cloud Computing," Int. J. Appl. Eng. Res., 2014. (Indexed in: Scopus)
16.
Nishant Munjal, "स्वामी श्रद्धानंद और गुरुकुल को जन्म देने वाली परिस्थितियां," Gurukul Shodh Bharti, 2013. (Indexed in: UGC CARE)
17.
Nishant Munjal, "कंप्यूटर साइंस और सकारात्मक चिंतन," Gurukul Shodh Bharti, 2012. (Indexed in: UGC CARE)
18.
Nishant Munjal, "Artificial Neural Network Applications In Air Quality Monitoring and Management," Int. J. Environ. Rehabilatation Conserv, 2011. (Indexed in: UGC CARE)

Book Chapters

1.
Nishant Munjal, "DeepFM-Driven Personalized Recommendations for Children: Tackling Data Sparsity with Negative Sampling," In: Advances in Mathematics for Engineering Sciences, 2025. ISBN: 978-3-031-95692-8 (Scopus)
2.
Nishant Munjal, "Matrix Recognition based on Recommender System to Enhance Data Sparsity," In: Astha Prakashan, 2025. ISBN: 978-93-86081-51-3 (ISBN)

Patents

1.
"WIRELESS CHARGING DEVICE WITH BUILT-IN POWER BACKUP," Patent File No: 2021105103 (International), 2021

Invited Lectures

# Title Organized By Conference Level From Date Country
1 AI and IOT Making Life Smarter- UCOST UCOST and GK(DU) 2025 India
2 Cloud Computing and AI GK(DU) 2024 India

Conference Full Papers

1.
Nishant Munjal, "Explainable AI Framework for Advertisement Recommendation Using SHAP and TabNet," In: International Conference on Computational Intelligence and Sustainable Engineering Solutions (CISES), 2025. DOI: https://doi.org/10.1109/CISES66934.2025.11265278
2.
Nishant Munjal, "A Machine Learning-Based Decision Support System for Smart Agriculture," In: International Conference on Computational Intelligence and Sustainable Engineering Solutions, 2025. DOI: https://ieeexplore.ieee.org/document/11265662