Support Vector Machines versus Multi-layer Perceptrons for Reducing False Alarms in Intensive Care Units

Ben RejabFahmi; Nouira Kaouther; Abdelwahed Trabelsi

doi:10.5120/7675-0969

Support Vector Machines versus Multi-layer Perceptrons for Reducing False Alarms in Intensive Care Units

International Journal of Computer Applications ◽

10.5120/7675-0969 ◽

2012 ◽

Vol 49 (11) ◽

pp. 41-47 ◽

Cited By ~ 4

Author(s):

Ben RejabFahmi ◽

Nouira Kaouther ◽

Abdelwahed Trabelsi

Keyword(s):

Intensive Care ◽

Support Vector Machines ◽

Intensive Care Units ◽

Support Vector ◽

False Alarms ◽

Vector Machines

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Controlling False Alarms With Support Vector Machines

2006 IEEE International Conference on Acoustics Speed and Signal Processing Proceedings ◽

10.1109/icassp.2006.1661344 ◽

2006 ◽

Cited By ~ 22

Author(s):

M.A. Davenport ◽

R.G. Baraniuk ◽

C.D. Scott

Keyword(s):

Support Vector Machines ◽

Support Vector ◽

False Alarms ◽

Vector Machines

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N-gram support vector machines for scalable procedure and diagnosis classification, with applications to clinical free text data from the intensive care unit

Journal of the American Medical Informatics Association ◽

10.1136/amiajnl-2014-002694 ◽

2014 ◽

Vol 21 (5) ◽

pp. 871-875 ◽

Cited By ~ 31

Author(s):

Ben J Marafino ◽

Jason M Davies ◽

Naomi S Bardach ◽

Mitzi L Dean ◽

R Adams Dudley

Keyword(s):

Intensive Care Unit ◽

Intensive Care ◽

Support Vector Machines ◽

Support Vector ◽

Free Text ◽

Text Data ◽

Vector Machines ◽

N Gram ◽

Diagnosis Classification

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On the use of the incremental support vector machines for monitoring systems in intensive care unit

2013 The International Conference on Technological Advances in Electrical, Electronics and Computer Engineering (TAEECE) ◽

10.1109/taeece.2013.6557283 ◽

2013 ◽

Cited By ~ 6

Author(s):

Fahmi Ben Rejab ◽

Kaouther Nouira ◽

Abdelwahed Trabelsi

Keyword(s):

Intensive Care Unit ◽

Intensive Care ◽

Support Vector Machines ◽

Support Vector ◽

Monitoring Systems ◽

Vector Machines

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Learning to Generate Optimized Term Weighting for Web Documents Classification - A Parallel Mimetic Approach Based on Support Vector Machines

International Review on Computers and Software (IRECOS) ◽

10.15866/irecos.v11i12.10964 ◽

2016 ◽

Vol 11 (12) ◽

pp. 1147

Author(s):

Abderrahmane Bendahmane ◽

Abdelkader Benyettou

Keyword(s):

Support Vector Machines ◽

Support Vector ◽

Term Weighting ◽

Web Documents ◽

Vector Machines

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Application of nonlinear feature extraction and least square support vector machines for fault diagnosis of chemical process

Journal of Computer Applications ◽

10.3724/sp.j.1087.2010.00236 ◽

2010 ◽

Vol 30 (1) ◽

pp. 236-239 ◽

Cited By ~ 1

Author(s):

Liang XU

Keyword(s):

Feature Extraction ◽

Fault Diagnosis ◽

Support Vector Machines ◽

Chemical Process ◽

Least Square ◽

Support Vector ◽

Vector Machines ◽

Nonlinear Feature Extraction ◽

Nonlinear Feature

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Combining Market and Accounting-Based Models for Credit Scoring Using a Classification Scheme Based on Support Vector Machines

SSRN Electronic Journal ◽

10.2139/ssrn.2156220 ◽

2012 ◽

Cited By ~ 1

Author(s):

Dimitrios Niklis ◽

Michael Doumpos ◽

C. Zopounidis

Keyword(s):

Support Vector Machines ◽

Classification Scheme ◽

Credit Scoring ◽

Support Vector ◽

Vector Machines

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Reconstructing U.S. Recession Probabilities Using Support Vector Machines

SSRN Electronic Journal ◽

10.2139/ssrn.2779889 ◽

2016 ◽

Author(s):

Roman Armani Garagulagian

Keyword(s):

Support Vector Machines ◽

Support Vector ◽

Vector Machines

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C wedge(1,1) Approximations of Generalized Support Vector Machines

SSRN Electronic Journal ◽

10.2139/ssrn.616601 ◽

2002 ◽

Author(s):

Davide La Torre ◽

Carlo Vercellis

Keyword(s):

Support Vector Machines ◽

Support Vector ◽

Vector Machines

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Soft Biometrics Classification Using Denoising Convolutional Autoencoders and Support Vector Machines

10.21528/cbic2017-78 ◽

2018 ◽

Author(s):

Nelson Marcelo Romero Aquino ◽

Matheus Gutoski ◽

Leandro Takeshi Hattori ◽

Heitor Silvério Lopes

Keyword(s):

Support Vector Machines ◽

Support Vector ◽

Soft Biometrics ◽

Vector Machines

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Prediction of miRNA in Human MHC that Encodes Different Immunological Functions Using Support Vector Machines

Current Bioinformatics ◽

10.2174/1574893608666131120002036 ◽

2013 ◽

Vol 9 (3) ◽

pp. 343-347 ◽

Cited By ~ 1

Author(s):

Archana Prabahar ◽

Jeyakumar Natarajan

Keyword(s):

Support Vector Machines ◽

Support Vector ◽

Vector Machines

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