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
3132017
Efficient greedy feature selection for unsupervised learning
AK Farahat, A Ghodsi, MS Kamel
Knowledge and Information Systems 35 (2), 285-310, 2013
962013
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
832011
Greedy column subset selection for large-scale data sets
AK Farahat, A Elgohary, A Ghodsi, MS Kamel
Knowledge and Information Systems, 2015
552015
Supervised Dictionary Learning and Sparse Representation-A Review
MJ Gangeh, AK Farahat, A Ghodsi, MS Kamel
arXiv preprint arXiv:1502.05928, 2015
532015
Distributed column subset selection on MapReduce
AK Farahat, A Elgohary, A Ghodsi, MS Kamel
Data Mining (ICDM), 2013 IEEE 13th International Conference on, 2013
432013
Statistical semantics for enhancing document clustering
AK Farahat, MS Kamel
Knowledge and Information Systems 28 (2), 365-393, 2011
432011
A novel greedy algorithm for Nyström approximation
AK Farahat, A Ghodsi, MS Kamel
The Fourteenth International Conference on Artificial Intelligence and …, 2011
422011
Short-Text Clustering using Statistical Semantics
S Seifzadeh, AK Farahat, MS Kamel, F Karray
International World Wide Web Conference Workshops, 2015
322015
Detecting anomalous process behavior
SM El-rafei, AK Farahat, HM Hassan, TA Mahfouz
US Patent 8,719,190, 2014
322014
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
272019
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
252018
Embed and conquer: Scalable embeddings for kernel k-means on MapReduce
A Elgohary, AK Farahat, MS Kamel, F Karray
The SIAM International Conference on Data Mining (SDM'14), 2014
222014
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
202018
Exemplar-based topic detection in twitter streams
A Elbagoury, R Ibrahim, A Farahat, M Kamel, F Karray
Ninth International AAAI Conference on Web and Social Media, 2015
152015
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
142018
Collaborative creation with customers for predictive maintenance solutions on hitachi iot platform
C Gupta, A Farahat, T Hiruta, K Ristovski, U Dayal
Hitachi Review 65 (9), 403-409, 2016
122016
Document clustering using semantic kernels based on term-term correlations
AK Farahat, MS Kamel
Data Mining Workshops, ICDMW'09. IEEE International Conference on, 459-464, 2009
122009
Generative Adversarial Networks for Failure Prediction
S Zheng, A Farahat, C Gupta
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2019
112019
Remaining Useful Life Estimation for Systems with Abrupt Failures
W Huang, H Khorasgani, C Gupta, A Farahat, S Zheng
Proceedings of the Annual Conference of the PHM Society 10 (1), 2018
112018
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