フォロー
Mohsin Munir
タイトル
引用先
引用先
DeepAnT: A Deep Learning Approach for Unsupervised Anomaly Detection in Time Series
M Munir, SA Siddiqui, A Dengel, S Ahmed
IEEE Access 7, 1991-2005, 2019
5762019
FuseAD: Unsupervised Anomaly Detection in Streaming Sensors Data by Fusing Statistical and Deep Learning Models
M Munir, SA Siddiqui, MA Chattha, A Dengel, S Ahmed
Sensors 19 (11), 2019
1002019
TSViz: Demystification of Deep Learning Models for Time-Series Analysis
SA Siddiqui, D Mercier, M Munir, A Dengel, S Ahmed
IEEE Access 7, 67027-67040, 2019
912019
A Comparative Analysis of Traditional and Deep Learning-based Anomaly Detection Methods for Streaming Data
M Munir, MA Chattha, A Dengel, S Ahmed
18th IEEE International Conference on Machine Learning and Applications (ICMLA), 2019
492019
XAI Handbook: Towards a Unified Framework for Explainable AI
S Palacio, A Lucieri, M Munir, S Ahmed, J Hees, A Dengel
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
392021
Pattern-Based Contextual Anomaly Detection in HVAC Systems
M Munir, S Erkel, A Dengel, S Ahmed
2017 IEEE International Conference on Data Mining Workshops (ICDMW), 1066-1073, 2017
302017
TSXplain: Demystification of DNN Decisions for Time-Series using Natural Language and Statistical Features
M Munir, SA Siddiqui, F Küsters, D Mercier, A Dengel, S Ahmed
International Conference on Artificial Neural Networks (ICANN) 11731, 426–439, 2019
212019
F2DNet: Fast focal detection network for pedestrian detection
AH Khan, M Munir, L van Elst, A Dengel
2022 26th International Conference on Pattern Recognition (ICPR), 4658-4664, 2022
202022
Fi-Fo Detector: Figure and Formula Detection Using Deformable Networks
J Younas, SA Siddiqui, M Munir, MI Malik, F Shafait, P Lukowicz, S Ahmed
Applied Sciences 10 (18), 6460, 2020
192020
Evaluating privacy-preserving machine learning in critical infrastructures: A case study on time-series classification
D Mercier, A Lucieri, M Munir, A Dengel, S Ahmed
IEEE Transactions on Industrial Informatics 18 (11), 7834-7842, 2021
142021
Data Analytics: Industrial Perspective & Solutions for Streaming Data
M Munir, S Baumbach, Y Gu, A Dengel, S Ahmed
by Last M., Kandel A., Bunke H., Series in Machine Perception and Artificial …, 2018
112018
Knowledge augmented machine learning with applications in autonomous driving: A survey
J Wörmann, D Bogdoll, E Bührle, H Chen, EF Chuo, K Cvejoski, L van Elst, ...
arXiv preprint arXiv:2205.04712, 2022
102022
DeepCeNS: An end-to-end Pipeline for Cell and Nucleus Segmentation in Microscopic Images
N Khalid, M Munir, C Edlund, TR Jackson, J Trygg, R Sjögren, A Dengel, ...
2021 International Joint Conference on Neural Networks (IJCNN), 1-8, 2021
92021
Confident Classification Using a Hybrid Between Deterministic and Probabilistic Convolutional Neural Networks
MN Bajwa, S Khurram, M Munir, SA Siddiqui, MI Malik, A Dengel, ...
IEEE Access 8, 115476-115485, 2020
82020
DeepCIS: An end-to-end Pipeline for Cell-type aware Instance Segmentation in Microscopic Images
N Khalid, M Munir, C Edlund, TR Jackson, J Trygg, R Sjögren, A Dengel, ...
2021 IEEE EMBS International Conference on Biomedical and Health Informatics …, 2021
62021
Point2Mask: a weakly supervised approach for cell segmentation using point annotation
N Khalid, F Schmeisser, M Koochali, M Munir, C Edlund, TR Jackson, ...
Annual Conference on Medical Image Understanding and Analysis, 139-153, 2022
52022
DeepEX: Bridging the Gap Between Knowledge and Data Driven Techniques for Time Series Forecasting
MA Chattha, SA Siddiqui, M Munir, MI Malik, L van Elst, A Dengel, ...
International Conference on Artificial Neural Networks, 639-651, 2019
42019
DeepMuCS: A Framework for Mono-& Co-culture Microscopic Image Analysis: From Generation to Segmentation
N Khalid, M Koochali, V Rajashekhar, M Munir, C Edlund, T Jackson, ...
Authorea Preprints, 2023
12023
DeepMuCS: A Framework for Co-culture Microscopic Image Analysis: From Generation to Segmentation
N Khalid, M Koochali, V Rajashekar, M Munir, C Edlund, TR Jackson, ...
2022 IEEE-EMBS International Conference on Biomedical and Health Informatics …, 2022
12022
PPML-TSA: A modular privacy-preserving time series classification framework
D Mercier, A Lucieri, M Munir, A Dengel, S Ahmed
Software Impacts 12, 100286, 2022
2022
現在システムで処理を実行できません。しばらくしてからもう一度お試しください。
論文 1–20