Mubbashir Ayub

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 4

Top Topics

Recommender Systems

User Similarity

Collaborative Filtering

Top Venues

Expert Syst. Appl.

Publications

Arta Iftikhar, Mustansar Ali Ghazanfar, Mubbashir Ayub, Saad Ali Alahmari, Nadeem Qazi, Julie A. Wall
A reinforcement learning recommender system using bi-clustering and Markov Decision Process. Expert Syst. Appl. 237 (Part B) (2024)
Mubbashir Ayub, Mustansar Ali Ghazanfar, Zahid Mehmood, Khaled Hamed Alyoubi, Ahmed S. Alfakeeh
Unifying user similarity and social trust to generate powerful recommendations for smart cities using collaborating filtering-based recommender systems. Soft Comput. 24 (15) (2020)
Arta Iftikhar, Mustansar Ali Ghazanfar, Mubbashir Ayub, Zahid Mehmood, Muazzam Maqsood
An Improved Product Recommendation Method for Collaborative Filtering. IEEE Access 8 (2020)
Mubbashir Ayub, Mustansar Ali Ghazanfar, Muazzam Maqsood, Asjad Saleem
A Jaccard base similarity measure to improve performance of CF based recommender systems. ICOIN (2018)