Concepedia

Mubbashir Ayub

MA

6

Publications

226

Citations

6

H-Index

2018

Active since

Affiliations

University of Engineering and Technology Taxila(Current)

King Abdulaziz University

Mubbashir Ayub is an author at University of Engineering and Technology Taxila specializing in data science, engineering, and information retrieval.

Top concepts

EngineeringData ScienceData MiningInformation RetrievalSocial Network AnalysisComputational Social ScienceMarketingStatisticsKnowledge DiscoveryPredictive Analytics

Publications per year

2018–2023

6

Publications

6

An Improved Product Recommendation Method for Collaborative Filtering

Arta Iftikhar, Mustansar Ali Ghazanfar, Mubbashir Ayub et al. · IEEE Access · 2020 · 48 citations · Full text

Group Recommenders, Engineering, Information Retrieval +13

Modeling user rating preference behavior to improve the performance of the collaborative filtering based recommender systems

Mubbashir Ayub, Mustansar Ali Ghazanfar, Zahid Mehmood et al. · PLoS ONE · 2019 · 46 citations · Full text

Group Recommenders, Engineering, Information Retrieval +10

A Jaccard base similarity measure to improve performance of CF based recommender systems

Mubbashir Ayub, Mustansar Ali Ghazanfar, Muazzam Maqsood et al. · 2018 · 40 citations

Ranking Algorithm, Engineering, Similarity Measure +17

An Effective Model for Jaccard Coefficient to Increase the Performance of Collaborative Filtering

Mubbashir Ayub, Mustansar Ali Ghazanfar, T. Ali Khan et al. · Arabian Journal for Science and Engineering · 2020 · 34 citations

Computational Social Science, Ranking Algorithm, Engineering +12

A reinforcement learning recommender system using bi-clustering and Markov Decision Process

Arta Iftikhar, Mustansar Ali Ghazanfar, Mubbashir Ayub et al. · Expert Systems with Applications · 2023 · 31 citations · Full text

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