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Dr. Pradeep Kumar Singh
Dr. Pradeep Kumar Singh
Assistant Professor
Verified email at knit.ac.in
Title
Cited by
Cited by
Year
Recommender systems: an overview, research trends, and future directions
PK Singh, PKD Pramanik, AK Dey, P Choudhury
International Journal of Business and Systems Research 15 (1), 14-52, 2021
912021
Enhancing recommendation accuracy of item-based collaborative filtering using Bhattacharyya coefficient and most similar item
PK Singh, M Sinha, S Das, P Choudhury
Applied Intelligence 50, 4708-4731, 2020
372020
Optimized recommendations by user profiling using apriori algorithm
PK Singh, E Othman, R Ahmed, A Mahmood, H Dhahri, P Choudhury
Applied Soft Computing 106, 107272, 2021
362021
An improved similarity calculation method for collaborative filtering-based recommendation, considering neighbor’s liking and disliking of categorical attributes of items
PK Singh, PKD Pramanik, P Choudhury
Journal of information and Optimization Sciences 40 (2), 397-412, 2019
262019
A comparative study of different similarity metrics in highly sparse rating dataset
PK Singh, PKD Pramanik, P Choudhury
Data Management, Analytics and Innovation: Proceedings of ICDMAI 2018 …, 2019
262019
Collaborative filtering in recommender systems: Technicalities, challenges, applications, and research trends
PK Singh, PKD Pramanik, P Choudhury
New Age Analytics, 183-215, 2020
232020
An improved item-based collaborative filtering using a modified Bhattacharyya coefficient and user–user similarity as weight
PK Singh, S Sinha, P Choudhury
Knowledge and Information Systems 64 (3), 665-701, 2022
192022
A robust pest identification system using morphological analysis in neural networks
M Mishra, PK Singh, A Brahmachari, NC Debnath, P Choudhury
Periodicals of Engineering and Natural Sciences 7 (1), 483-495, 2019
112019
Improving the accuracy of collaborative filtering-based recommendations by considering the temporal variance of top-n neighbors
PK Singh, S Setta, PKD Pramanik, P Choudhury
International Conference on Innovative Computing and Communications …, 2020
102020
A Novel Neighborhood Calculation Method by Assessing Users' Varying Preferences in Collaborative Filtering.
PK Singh, PKD Pramanik, NC Debnath, P Choudhury
CATA, 345-355, 2019
82019
A comparative study on prediction approaches of item-based collaborative filtering in neighborhood-based recommendations
PK Singh, R Ahmed, IS Rajput, P Choudhury
Wireless Personal Communications 121, 857-877, 2021
72021
Mitigating sparsity using Bhattacharyya Coefficient and items’ categorical attributes: Improving the performance of collaborative filtering based recommendation systems
PK Singh, PKD Pramanik, P Choudhury
Applied Intelligence 52 (5), 5513-5536, 2022
32022
Generating A New Shilling Attack for Recommendation Systems
PK Singh, PKD Pramanik, M Sardar, A Nayyar, M Masud, P Choudhury
Computers,Materials & Continua 71 (2), 2022
22022
Novel semantic relatedness computation for multi-domain unstructured data
R Ahmed, PK Singh, T Ahmad
EAI Endorsed Transactions on Energy Web 8 (31), e5-e5, 2021
12021
Mitigating Sparsity and Cold Start Problem in Collaborative Filtering using Cross-domain Similarity
PK Singh, PKD Pramanik, G Ahuja, A Nayyar, V Pandey, P Choudhury
2020 8th International Conference on Orange Technology (ICOT), 1-6, 2020
12020
Improving recommendation accuracy using cross-domain similarity
PK Singh, PKD Pramanik, S Mishra, A Nayyar, D Shukla, P Choudhury
2020 7th NAFOSTED Conference on Information and Computer Science (NICS), 280-285, 2020
12020
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