Muhammad Waqas

Exploring Multiple Instance Learning (MIL): A brief survey

Muhammad Waqas, Syed Umaid Ahmed, Muhammad Atif Tahir et al. · Expert Systems with Applications · 2024 · 39 citations

Artificial Intelligence, Instance-based Learning, Multiple Instance Learning +9

Multilevel Deep Neural Network Approach for Enhanced Distributed Denial-of-Service Attack Detection and Classification in Software-Defined Internet of Things Networks

Yawar Abbas Abid, Jinsong Wu, Guangquan Xu et al. · IEEE Internet of Things Journal · 2024 · 38 citations

Convolutional Neural Network, Engineering, Machine Learning +18

Robust bag classification approach for multi-instance learning via subspace fuzzy clustering

Muhammad Waqas, Muhammad Atif Tahir, Salman A. Khan · Expert Systems with Applications · 2022 · 32 citations

Instance-based Learning, Multiple Instance Learning, Image Analysis +9

Deep Gaussian mixture model based instance relevance estimation for multiple instance learning applications

Muhammad Waqas, Muhammad Atif Tahir, Rizwan Qureshi · Applied Intelligence · 2022 · 24 citations

Instance-based Learning, Multiple Instance Learning, Engineering +6

Simultaneous instance pooling and bag representation selection approach for multiple-instance learning (MIL) using vision transformer

Muhammad Waqas, Muhammad Atif Tahir, Muhammad Danish Author et al. · Neural Computing and Applications · 2024 · 23 citations · Full text

Multiple Instance Learning, Engineering, Machine Learning +20