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Ahmed K. Farahat
Ahmed K. Farahat
Principal Research Scientist, Hitachi America, Ltd. R&D
Verified email at uwaterloo.ca - Homepage
Title
Cited by
Cited by
Year
Long short-term memory network for remaining useful life estimation
S Zheng, K Ristovski, A Farahat, C Gupta
2017 IEEE International Conference on Prognostics and Health Management …, 2017
9432017
An efficient greedy method for unsupervised feature selection
AK Farahat, A Ghodsi, MS Kamel
Data Mining (ICDM), 2011 IEEE 11th International Conference on, 161-170, 2011
1202011
Efficient greedy feature selection for unsupervised learning
AK Farahat, A Ghodsi, MS Kamel
Knowledge and Information Systems 35 (2), 285-310, 2013
1092013
Remaining Useful Life Estimation Using Functional Data Analysis
Q Wang, S Zheng, A Farahat, S Serita, C Gupta
2019 IEEE International Conference on Prognostics and Health Management (ICPHM), 2019
772019
Supervised Dictionary Learning and Sparse Representation-A Review
MJ Gangeh, AK Farahat, A Ghodsi, MS Kamel
arXiv preprint arXiv:1502.05928, 2015
752015
Greedy column subset selection for large-scale data sets
AK Farahat, A Elgohary, A Ghodsi, MS Kamel
Knowledge and Information Systems, 2015
732015
Repair management and execution
AK Farahat, C Gupta, M Vieira, S Serita
US Patent App. 16/332,101, 2020
502020
Two Birds with One Network: Unifying Failure Event Prediction and Time-to-failure Modeling
K Aggarwal, O Atan, AK Farahat, C Zhang, K Ristovski, C Gupta
2018 IEEE International Conference on Big Data (Big Data), 1308-1317, 2018
502018
Distributed column subset selection on MapReduce
AK Farahat, A Elgohary, A Ghodsi, MS Kamel
Data Mining (ICDM), 2013 IEEE 13th International Conference on, 2013
482013
A novel greedy algorithm for Nyström approximation
AK Farahat, A Ghodsi, MS Kamel
The Fourteenth International Conference on Artificial Intelligence and …, 2011
462011
Equipment Health Indicator Learning using Deep Reinforcement Learning
C Zhang, C Gupta, A Farahat, K Ristovski, D Ghosh
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2018
452018
Statistical semantics for enhancing document clustering
AK Farahat, MS Kamel
Knowledge and Information Systems 28 (2), 365-393, 2011
452011
A Framework for Unifying Model-based and Data-driven Fault Diagnosis
H Khorasgani, A Farahat, K Ristovski, C Gupta, G Biswas
Proceedings of the Annual Conference of the PHM Society 10 (1), 2018
432018
Short-Text Clustering using Statistical Semantics
S Seifzadeh, AK Farahat, MS Kamel, F Karray
International World Wide Web Conference Workshops, 2015
422015
Detecting anomalous process behavior
SM El-rafei, AK Farahat, HM Hassan, TA Mahfouz
US Patent 8,719,190, 2014
402014
System for maintenance recommendation based on maintenance effectiveness estimation
AK Farahat, C Gupta, HK Tang
US Patent 10,109,122, 2018
372018
Fault Detection and Isolation in Industrial Networks using Graph Convolutional Neural Networks
H Khorasgani, A Hasanzadeh, A Farahat, C. Gupta
2019 IEEE International Conference on Prognostics and Health Management (ICPHM), 2019
312019
Automatic health indicator learning using reinforcement learning for predictive maintenance
C Zhang, C Gupta, AK Farahat, K Ristovski, D Ghosh
US Patent 11,042,145, 2021
282021
Deep Time Series Models for Scarce Data
Q Wang, A Farahat, C Gupta, S Zheng
Neurocomputing, 2021
252021
Deep learning for Industrial AI: Challenges, new methods and best practices
C Gupta, A Farahat
Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020
242020
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