| Sensor and component fault detection and diagnosis for hydraulic machinery integrating LSTM autoencoder detector and diagnostic classifiers A Mallak, M Fathi Sensors 21 (2), 433, 2021 | 44 | 2021 |
| Fault injection framework for fault diagnosis based on machine learning in heating and demand-controlled ventilation systems A Behravan, A Mallak, R Obermaisser, DH Basavegowda, C Weber, ... Knowledge-Based Engineering and Innovation (KBEI), 2017 IEEE 4th …, 2017 | 11 | 2017 |
| A hybrid approach: dynamic diagnostic rules for sensor systems in industry 4.0 generated by online hyperparameter tuned random forest A Mallak, M Fathi Sci 2 (4), 75, 2020 | 8 | 2020 |
| A graph-based sensor fault detection and diagnosis for demand-controlled ventilation systems extracted from a semantic ontology A Mallak, A Behravan, C Weber, M Fathi, R Obermaisser 2018 IEEE 22nd International Conference on Intelligent Engineering Systems …, 2018 | 8 | 2018 |
| Fingerprint verification with crossing number extraction and orientation-based matching IK Virdaus, A Mallak, SW Lee, G Ha, M Kang Proc. 2017 Int. Conf. Next Gener. Comput, 113-115, 2017 | 7 | 2017 |
| ADISTES ontology for active diagnosis of sensors and actuators in distributed embedded systems NTM Saeed, C Weber, A Mallak, M Fathi, R Obermaisser, KD Kuhnert 2019 IEEE international conference on electro information technology (EIT …, 2019 | 5 | 2019 |
| Active diagnosis automotive ontology for distributed embedded systems A Mallak, C Weber, M Fathi, A Holland 2017 IEEE European Technology and Engineering Management Summit (E-TEMS), 1-6, 2017 | 5 | 2017 |
| Unsupervised feature selection using recursive K-means silhouette elimination (RkSE): A two-scenario case study for fault classification of high-dimensional sensor data A Mallak, M Fathi Preprints, 2020 | 2 | 2020 |
| Computational and Comparative Study on Multiple Kernel Learning Approaches for the Classification Problem of Alzheimer’s Disease A Mallak, J Gwak, JI Song, SW Lee, ... Nature of Computation and Communication: Second International Conference …, 2016 | 2 | 2016 |
| Comprehensive machine and deep learning fault detection and classification approaches of industry 4.0 mechanical machineries: with application to a hydraulic test rig A Mallak | | 2021 |
| SenGen: A Two-Phase Dynamic Simulation and Toolbox of an Indoor Mobile Wireless Sensor Network for Sensor Monitoring and Dataset Generation A Mallak, A Sonnad, M Fathi 2019 International Conference on Computational Science and Computational …, 2019 | | 2019 |
| 알츠하이머병 진단을 위한 커널 분류기에서의 PCA 의 효과 아흐람， 말락， 이상웅 한국차세대컴퓨팅학회 논문지 12 (2), 25-32, 2016 | | 2016 |
| 지문인식을 위한 그래프 기반 블록-특징 표현 방법 및 이를 이용한 지문인식 시스템 (METHOD FOR REPRESENTING GRAPH-BASED BLOCK-MINUTIAE FOR FINGERPRINT RECOGNITION AND THE … 말락이상웅아흐람 KR Patent 10-1,778,552, 2016 | | 2016 |
