A State-of-the-art Survey of Advanced Optimization Methods in Machine Learning. - Muhamet Kastrati; Marenglen Biba (RTA-CSIT, 2021)

Sentiment Polarity and Emotion Detection from Tweets Using Distant Supervision and Deep Learning Models. - Muhamet Kastrati; Marenglen Biba; Ali Shariq Imran; Zenun Kastrati (ISMIS, 2022)

Soaring Energy Prices: Understanding Public Engagement on Twitter Using Sentiment Analysis and Topic Modeling With Transformers. - Zenun Kastrati; Ali Shariq Imran; Sher Muhammad Daudpota; Muhammad Atif Memon; Muhamet Kastrati (IEEE Access, 2023)

Leveraging distant supervision and deep learning for twitter sentiment and emotion classification. - Muhamet Kastrati; Zenun Kastrati; Ali Shariq Imran; Marenglen Biba (J. Intell. Inf. Syst., 2024)

Unlocking language barriers: Assessing pre-trained large language models across multilingual tasks and unveiling the black box with Explainable Artificial Intelligence. - Muhamet Kastrati; Ali Shariq Imran; Ehtesham Hashmi; Zenun Kastrati; Sher Muhammad Daudpota; Marenglen Biba (Eng. Appl. Artif. Intell., 2025)