Mohsin Munir

DeepAnT: A Deep Learning Approach for Unsupervised Anomaly Detection in Time Series

Mohsin Munir, Shoaib Ahmed Siddiqui, Andreas Dengel et al. · IEEE Access · 2018 · 618 citations · Full text

Anomaly Detection, Machine Learning, Data Science +15

TSViz: Demystification of Deep Learning Models for Time-Series Analysis

Shoaib Ahmed Siddiqui, Dominique Mercier, Mohsin Munir et al. · IEEE Access · 2019 · 98 citations · Full text

Novel Framework, Deep Neural Networks, Image Analysis +13

FuseAD: Unsupervised Anomaly Detection in Streaming Sensors Data by Fusing Statistical and Deep Learning Models

Mohsin Munir, Shoaib Ahmed Siddiqui, Muhammad Ali Chattha et al. · Sensors · 2019 · 93 citations · Full text

Smart Devices, Anomaly Detection, Machine Learning +18

A Comparative Analysis of Traditional and Deep Learning-Based Anomaly Detection Methods for Streaming Data

Mohsin Munir, Muhammad Ali Chattha, Andreas Dengel et al. · 2019 · 63 citations

Anomaly Detection, Machine Learning, Engineering +17

F2DNet: Fast Focal Detection Network for Pedestrian Detection

Abdul Hannan Khan, Mohsin Munir, Ludger van Elst et al. · 2022 26th International Conference on Pattern Recognition (ICPR) · 2022 · 31 citations

Convolutional Neural Network, Image Classification, Machine Vision +12