PRUS: Product Recommender System Based on User Specifications and Customers Reviews. - Naveed Hussain; Hamid Turab Mirza; Faiza Iqbal; Ayesha Altaf; Ahtsham Shoukat; Mónica Gracia Villar; Emmanuel Soriano Flores; Marco Antonio Rojo Gutiérrez; Imran Ashraf (IEEE Access, 2023)

Analyzing Sentiments Regarding ChatGPT Using Novel BERT: A Machine Learning Approach. - Sudheesh R; Muhammad Mujahid; Furqan Rustam; Rahman Shafique; Venkata Chunduri 001; Mónica Gracia Villar; Julien Brito Ballester; Isabel de la Torre Díez; Imran Ashraf (Inf., 2023)

Detecting Pragmatic Ambiguity in Requirement Specification Using Novel Concept Maximum Matching Approach Based on Graph Network. - Khadija Aslam; Faiza Iqbal; Ayesha Altaf; Naveed Hussain; Mónica Gracia Villar; Emmanuel Soriano Flores; Isabel de la Torre Díez; Imran Ashraf (IEEE Access, 2024)

Novel Sentiment Majority Voting Classifier and Transfer Learning-Based Feature Engineering for Sentiment Analysis of Deepfake Tweets. - Madiha Khalid; Ali Raza; Faizan Younas; Furqan Rustam; Mónica Gracia Villar; Imran Ashraf; Adnan Akhtar (IEEE Access, 2024)

Feature optimization and machine learning for predicting students' academic performance in higher education institutions. - Aom Perkash; Qaisar Shaheen; Robina Saleem; Furqan Rustam; Mónica Gracia Villar; Eduardo Silva Alvarado; Isabel de la Torre Díez; Imran Ashraf (Educ. Inf. Technol., 2024)

Data oversampling and imbalanced datasets: an investigation of performance for machine learning and feature engineering. - Muhammad Mujahid; Erol Kina; Furqan Rustam; Mónica Gracia Villar; Eduardo Silva Alvarado; Isabel de la Torre Díez; Imran Ashraf (J. Big Data, 2024)