Efficient automatic classifiers for the detection of A phases of the cyclic alternating pattern in sleep

Medical and Biological Engineering and Computing

Volumn 50, Issue 4, 2012, Pages 359-372

  Mariani, Sara ^a   Manfredini, Elena ^a   Rosso, Valentina ^b   Grassi, Andrea ^b   Mendez, Martin O ^c   Alba, Alfonso ^c   Matteucci, Matteo ^a   Parrino, Liborio ^b   Terzano, Mario G ^b   Cerutti, Sergio ^a   Bianchi, Anna M ^a  

^a POLITECNICO DI MILANO   (Italy)

^b UNIVERSITY OF PARMA   (Italy)

^c UNIVERSIDAD AUTÓNOMA DE SAN LUIS POTOSÍ   (Mexico)

Author keywords

Cyclic alternating pattern; Machine learning; Neural networks; Sleep; Support vector machines

Indexed keywords

AUTOMATIC CLASSIFICATION; AUTOMATIC CLASSIFIERS; AUTOMATIC DETECTOR; CYCLIC ALTERNATING PATTERN; DESCRIPTORS; DISCRIMINANT CLASSIFIERS; EEG RECORDING; HEALTHY SUBJECTS; LINEAR DISCRIMINANTS; MACHINE LEARNING TECHNIQUES; OBJECTIVE CRITERIA; PERIODIC ACTIVITY; SLEEP; SLEEP RECORDINGS; VISUAL ANALYSIS;

ADAPTIVE BOOSTING; LEARNING SYSTEMS; NEURAL NETWORKS; SLEEP RESEARCH;

SUPPORT VECTOR MACHINES;

ADULT; ALGORITHM; ARTICLE; ARTIFICIAL NEURAL NETWORK; ELECTROENCEPHALOGRAPHY; FEMALE; HUMAN; MALE; METHODOLOGY; PHYSIOLOGY; POLYSOMNOGRAPHY; SIGNAL PROCESSING; SLEEP STAGE; SUPPORT VECTOR MACHINE;

ADULT; ALGORITHMS; ELECTROENCEPHALOGRAPHY; FEMALE; HUMANS; MALE; NEURAL NETWORKS (COMPUTER); POLYSOMNOGRAPHY; SIGNAL PROCESSING, COMPUTER-ASSISTED; SLEEP STAGES; SUPPORT VECTOR MACHINES;

EID: 84861453240     PISSN: 01400118     EISSN: None     Source Type: Journal    
DOI: 10.1007/s11517-012-0881-0     Document Type: Article

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