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A Temporal Pattern Mining Approach for Classifying Electronic Health Record Data

ACM transactions on intelligent systems and technology, 2013-09, Vol.4 (4), p.1-22

2013

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Outlier detection for patient monitoring and alerting

Journal of biomedical informatics, 2013-02, Vol.46 (1), p.47-55

2013

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Outlier-based detection of unusual patient-management actions: An ICU study

Journal of biomedical informatics, 2016-12, Vol.64, p.211-221

2016

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An efficient pattern mining approach for event detection in multivariate temporal data

Knowledge and information systems, 2016-01, Vol.46 (1), p.115-150

2016

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Mining Clinical Data using Minimal Predictive Rules

AMIA ... Annual Symposium proceedings, 2010-11, Vol.2010, p.31-35

2010

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A temporal abstraction framework for classifying clinical temporal data

AMIA ... Annual Symposium proceedings, 2009-11, Vol.2009, p.29-33

2009

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Constructing classification features using minimal predictive patterns

Proceedings of the 19th ACM international conference on Information and knowledge management, 2010, p.869-878

2010

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Conditional outlier detection for clinical alerting

AMIA ... Annual Symposium proceedings, 2010, Vol.2010, p.286-290

2010

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Mining predictive patterns and extension to multivariate temporal data

Batal, Iyad

2012

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Mining recent temporal patterns for event detection in multivariate time series data

Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining, 2012, p.280-288

2012

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A Concise Representation of Association Rules Using Minimal Predictive Rules

Machine Learning and Knowledge Discovery in Databases, p.87-102

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A Bayesian Scoring Technique for Mining Predictive and Non-Spurious Rules

Machine Learning and Knowledge Discovery in Databases, p.260-276

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Boosting KNN text classification accuracy by using supervised term weighting schemes

Proceedings of the 18th ACM conference on Information and knowledge management, 2009, p.2041-2044

2009

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An efficient probabilistic framework for multi-dimensional classification

Proceedings of the 22nd ACM international conference on Information & Knowledge Management, 2013, p.2417-2422

2013

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A Mixtures-of-Trees Framework for Multi-Label Classification

Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014-01, p.211-220

2014

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A Pattern Mining Approach for Classifying Multivariate Temporal Data

2011 IEEE International Conference on Bioinformatics and Biomedicine, 2011, p.358-365

2011

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A Supervised Time Series Feature Extraction Technique Using DCT and DWT

2009 International Conference on Machine Learning and Applications, 2009, p.735-739

2009

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A Temporal Pattern Mining Approach for Classifying Electronic Health Record Data

Outlier detection for patient monitoring and alerting

Outlier-based detection of unusual patient-management actions: An ICU study

An efficient pattern mining approach for event detection in multivariate temporal data

Mining Clinical Data using Minimal Predictive Rules

A temporal abstraction framework for classifying clinical temporal data

Constructing classification features using minimal predictive patterns

Conditional outlier detection for clinical alerting

Mining predictive patterns and extension to multivariate temporal data

Mining recent temporal patterns for event detection in multivariate time series data

A Concise Representation of Association Rules Using Minimal Predictive Rules

A Bayesian Scoring Technique for Mining Predictive and Non-Spurious Rules

Boosting KNN text classification accuracy by using supervised term weighting schemes

An efficient probabilistic framework for multi-dimensional classification

A Mixtures-of-Trees Framework for Multi-Label Classification

A Pattern Mining Approach for Classifying Multivariate Temporal Data

A Supervised Time Series Feature Extraction Technique Using DCT and DWT

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