A syntactic method for analysis of saccadic eye movements
Pattern Recognition
A syntactic analysis method for sinusoidal tracking eye movements
Computers and Biomedical Research
Effects of digital filtering on the parameters of sinusoidal tracking eye movements
Computers and Biomedical Research
Computers and Biomedical Research
Data preparation for data mining
Data preparation for data mining
Data mining: practical machine learning tools and techniques with Java implementations
Data mining: practical machine learning tools and techniques with Java implementations
Machine learning method for knowledge discovery experimented with otoneurological data
Computer Methods and Programs in Biomedicine
Constant false alarm rate detection of saccadic eye movements in electro-oculography
Computer Methods and Programs in Biomedicine
Waveform type evaluation in congenital nystagmus
Computer Methods and Programs in Biomedicine
Automatic eye fixations identification based on analysis of variance and covariance
Pattern Recognition Letters
Biometric verification of subjects using saccade eye movements
International Journal of Biometrics
Biometric verification of a subject through eye movements
Computers in Biology and Medicine
A scatter method for data and variable importance evaluation
Integrated Computer-Aided Engineering
Advances in Artificial Neural Systems
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We extracted a collection of eye movement signals employed for almost two decades in clinical otoneurological tests at a balance laboratory. During those years we designed and programmed signal analysis methods to analyse their features in detail and to compute medically important attributes. In the present study, using such attributes and their results computed we classified test cases into groups of healthy subjects and patients with multilayer perceptron neural networks. Classification succeeded in total accuracies from 60% to 90% depending on the type of eye movements, which were saccades, nystagmus, sinusoidal movements and vestibulo-ocular reflex stimulated in two different ways; these are the chief eye movement tests applied in otoneurology.