Pradeep Kumar Singh

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 7

Top Topics

Recommendation Systems

Apriori Algorithm

User Similarity

Collaborative Filtering

Top Venues

Wirel. Pers. Commun.

Knowl. Inf. Syst.

Publications

Pradeep Kumar Singh, Pijush Kanti Dutta Pramanik, Nilanjan Sinhababu, Prasenjit Choudhury
Detecting Unknown Shilling Attacks in Recommendation Systems. Wirel. Pers. Commun. 137 (1) (2024)
Pradeep Kumar Singh, Pijush Kanti Dutta Pramanik, Prasenjit Choudhury
Mitigating sparsity using Bhattacharyya Coefficient and items' categorical attributes: improving the performance of collaborative filtering based recommendation systems. Appl. Intell. 52 (5) (2022)
Pradeep Kumar Singh, Shreyashee Sinha, Prasenjit Choudhury
An improved item-based collaborative filtering using a modified Bhattacharyya coefficient and user-user similarity as weight. Knowl. Inf. Syst. 64 (3) (2022)
Pradeep Kumar Singh, Rafeeq Ahmed, Ishwari Singh Rajput, Prasenjit Choudhury
A Comparative Study on Prediction Approaches of Item-Based Collaborative Filtering in Neighborhood-Based Recommendations. Wirel. Pers. Commun. 121 (1) (2021)
Pradeep Kumar Singh, Esam Othman, Rafeeq Ahmed, Awais Mahmood, Habib Dhahri, Prasenjit Choudhury
Optimized recommendations by user profiling using apriori algorithm. Appl. Soft Comput. 106 (2021)
Pradeep Kumar Singh, Madhabendra Sinha, Suvrojit Das, Prasenjit Choudhury
Enhancing recommendation accuracy of item-based collaborative filtering using Bhattacharyya coefficient and most similar item. Appl. Intell. 50 (12) (2020)
Pradeep Kumar Singh, Pijush Kanti Dutta Pramanik, Narayan C. Debnath, Prasenjit Choudhury
A Novel Neighborhood Calculation Method by Assessing Users' Varying Preferences in Collaborative Filtering. CATA (2019)