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Iyad Batal
Iyad Batal
Research Scientist, Microsoft
microsoft.com의 이메일 확인됨 - 홈페이지
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Mining recent temporal patterns for event detection in multivariate time series data
I Batal, D Fradkin, J Harrison, F Moerchen, M Hauskrecht
Proceedings of the 18th ACM SIGKDD international conference on Knowledge …, 2012
2202012
A temporal pattern mining approach for classifying electronic health record data
I Batal, H Valizadegan, GF Cooper, M Hauskrecht
ACM Transactions on Intelligent Systems and Technology (TIST) 4 (4), 1-22, 2013
1702013
Outlier detection for patient monitoring and alerting
M Hauskrecht, I Batal, M Valko, S Visweswaran, GF Cooper, G Clermont
Journal of biomedical informatics 46 (1), 47-55, 2013
1672013
A pattern mining approach for classifying multivariate temporal data
I Batal, H Valizadegan, GF Cooper, M Hauskrecht
2011 IEEE International Conference on Bioinformatics and Biomedicine, 358-365, 2011
962011
Multivariate time series classification with temporal abstractions
I Batal, L Sacchi, R Bellazzi, M Hauskrecht
Twenty-Second International FLAIRS Conference, 2009
862009
A supervised time series feature extraction technique using dct and dwt
I Batal, M Hauskrecht
2009 international conference on machine learning and applications, 735-739, 2009
642009
Conditional outlier detection for clinical alerting
M Hauskrecht, M Valko, I Batal, G Clermont, S Visweswaran, GF Cooper
AMIA annual symposium proceedings 2010, 286, 2010
632010
An efficient pattern mining approach for event detection in multivariate temporal data
I Batal, GF Cooper, D Fradkin, J Harrison, F Moerchen, M Hauskrecht
Knowledge and information systems 46, 115-150, 2016
602016
Outlier-based detection of unusual patient-management actions: an ICU study
M Hauskrecht, I Batal, C Hong, Q Nguyen, GF Cooper, S Visweswaran, ...
Journal of biomedical informatics 64, 211-221, 2016
542016
A temporal abstraction framework for classifying clinical temporal data
I Batal, L Sacchi, R Bellazzi, M Hauskrecht
AMIA Annual Symposium Proceedings 2009, 29, 2009
462009
Boosting KNN text classification accuracy by using supervised term weighting schemes
I Batal, M Hauskrecht
Proceedings of the 18th ACM conference on Information and knowledge …, 2009
442009
Constructing classification features using minimal predictive patterns
I Batal, M Hauskrecht
Proceedings of the 19th ACM international conference on Information and …, 2010
282010
An efficient probabilistic framework for multi-dimensional classification
I Batal, C Hong, M Hauskrecht
Proceedings of the 22nd ACM international conference on Information …, 2013
232013
A generalized mixture framework for multi-label classification
C Hong, I Batal, M Hauskrecht
Proceedings of the 2015 SIAM International Conference on Data Mining, 712-720, 2015
162015
Mining clinical data using minimal predictive rules
I Batal, M Hauskrecht
AMIA Annual Symposium Proceedings 2010, 31, 2010
162010
A mixtures-of-trees framework for multi-label classification
C Hong, I Batal, M Hauskrecht
Proceedings of the 23rd ACM International Conference on Conference on …, 2014
152014
A bayesian scoring technique for mining predictive and non-spurious rules
I Batal, G Cooper, M Hauskrecht
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2012
142012
A concise representation of association rules using minimal predictive rules
I Batal, M Hauskrecht
Joint European conference on machine learning and knowledge discovery in …, 2010
142010
Systems and methods for estimating a time of an engine event
BA Matthews, JJ Bizub, I Batal, FW Wheeler
US Patent 10,054,043, 2018
132018
Methods and systems to derive health of mating cylinder using knock sensors
JJ Bizub, BA Matthews, I Batal
US Patent 9,915,217, 2018
122018
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