Pradeep Kumar Singh

According to our database, Pradeep Kumar Singh authored at least 6 papers between 2019 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

An improved item-based collaborative filtering using a modified Bhattacharyya coefficient and user-user similarity as weight.

Pradeep Kumar Singh, Shreyashee Sinha, Prasenjit Choudhury

Knowl. Inf. Syst., 2022

Mitigating sparsity using Bhattacharyya Coefficient and items' categorical attributes: improving the performance of collaborative filtering based recommendation systems.

Pradeep Kumar Singh, Pijush Kanti Dutta Pramanik, Prasenjit Choudhury

Appl. Intell., 2022

2021

A Comparative Study on Prediction Approaches of Item-Based Collaborative Filtering in Neighborhood-Based Recommendations.

Pradeep Kumar Singh, Rafeeq Ahmed, Ishwari Singh Rajput, Prasenjit Choudhury

Wirel. Pers. Commun., 2021

Optimized recommendations by user profiling using apriori algorithm.

Pradeep Kumar Singh, Esam Othman, Rafeeq Ahmed, Awais Mahmood, Habib Dhahri, Prasenjit Choudhury

Appl. Soft Comput., 2021

2020

Enhancing recommendation accuracy of item-based collaborative filtering using Bhattacharyya coefficient and most similar item.

Pradeep Kumar Singh, Madhabendra Sinha, Suvrojit Das, Prasenjit Choudhury

Appl. Intell., 2020

2019

A Novel Neighborhood Calculation Method by Assessing Users' Varying Preferences in Collaborative Filtering.

Pradeep Kumar Singh, Pijush Kanti Dutta Pramanik, Narayan C. Debnath, Prasenjit Choudhury

Proceedings of 34th International Conference on Computers and Their Applications, 2019