Muhammad Adnan

AN APPROACH TO ESTIMATE THE DURATION OF SOFTWARE PROJECT THROUGH MACHINE LEARNING TECHNIQUES

2017 · Gomal University Journal of Research

In the software project, to estimate the duration of software processes is frequently a complex problem. Only 39 percent projects are finished on time relative to the original schedule. Many research efforts had been developed …

Deep neural network based m-learning model for predicting mobile learners’ performance

2019 · TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES

The use of deep learning (DL) techniques for mobile learning is an emerging field aimed at developing methods for finding mobile learners' learning behavior and exploring important learning features. The learning features (learning time, learning …

Improving spam email classification accuracy using ensemble techniques: a stacking approach

2023 · International Journal of Information Security

Abstract Spam emails pose a substantial cybersecurity danger, necessitating accurate classification to reduce unwanted messages and mitigate risks. This study focuses on enhancing spam email classification accuracy using stacking ensemble machine learning techniques. We trained …