Ahmed K. Farahat
Ahmed K. Farahat
Principal Research Scientist, Hitachi America, Ltd. R&D
Verified email at uwaterloo.ca - Homepage
TitleCited byYear
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
962017
Efficient greedy feature selection for unsupervised learning
AK Farahat, A Ghodsi, MS Kamel
Knowledge and Information Systems 35 (2), 285-310, 2013
672013
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
612011
Statistical semantics for enhancing document clustering
AK Farahat, MS Kamel
Knowledge and Information Systems 28 (2), 365-393, 2011
422011
Greedy column subset selection for large-scale data sets
AK Farahat, A Elgohary, A Ghodsi, MS Kamel
Knowledge and Information Systems, 2014
412014
Supervised Dictionary Learning and Sparse Representation-A Review
MJ Gangeh, AK Farahat, A Ghodsi, MS Kamel
arXiv preprint arXiv:1502.05928, 2015
362015
Distributed column subset selection on MapReduce
AK Farahat, A Elgohary, A Ghodsi, MS Kamel
Data Mining (ICDM), 2013 IEEE 13th International Conference on, 2013
362013
A novel greedy algorithm for Nyström approximation
AK Farahat, A Ghodsi, MS Kamel
The Fourteenth International Conference on Artificial Intelligence and …, 2011
332011
Detecting anomalous process behavior
SM El-rafei, AK Farahat, HM Hassan, TA Mahfouz
US Patent 8,719,190, 2014
292014
Short-Text Clustering using Statistical Semantics
S Seifzadeh, AK Farahat, MS Kamel, F Karray
International World Wide Web Conference Workshops, 2015
212015
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
172014
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
142015
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
112009
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
82018
Enhancing document clustering using hybrid models for semantic similarity
AK Farahat, MS Kamel
The Eighth Workshop on Text Mining at the Tenth SIAM International …, 2010
82010
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
72018
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
72016
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
62018
Ensemble kernel mean matching
YQ Miao, AK Farahat, MS Kamel
2015 IEEE International Conference on Data Mining, 330-338, 2015
62015
A fast greedy algorithm for generalized column subset selection
AK Farahat, A Ghodsi, MS Kamel
NIPS Workshop on Greedy Algorithms, Frank-Wolfe and Friends, 2013
62013
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Articles 1–20