Muhammad Umair

A Comprehensive Comparative Evaluation of Machine Learning Algorithms on Facebook Comment Dataset

2021 · Journal of Independent Studies and Research - Computing

Data mining is an emerging technique with its application in various areas such as health care, education, travel, social media, and banking. The data can be either labeled or unlabeled. When it comes to social …

Density Control Smart Traffic Signal Using Image Processing

2024

With the increase in population, traveling has turned out to be a hectic task in the modern era. Traditional timer-based traffic lights, though functional, struggle to mitigate issues like traffic congestion, long wait times, increased …

Global and Local Context Fusion in Heterogeneous Graph Neural Network for Summarizing Lengthy Scientific Documents

2025 · IEEE Access

The primary objective of text summarization is to condense a document’s length while preserving its essential content. Extractive summarization methods are commonly used due to their effectiveness and straightforward presentation. However, a significant challenge lies …