61 citations · 76 across the 8 of their papers we have counts for
4 papers · 1 filter
Linear centralization classifier
Mohammad Reza Bonyadi, Viktor Vegh, David C. Reutens
A classification algorithm, called the Linear Centralization Classifier (LCC), is introduced. The algorithm seeks to find a transformation that best maps instances from the feature…
A Generalised Seizure Prediction with Convolutional Neural Networks for Intracranial and Scalp Electroencephalogram Data Analysis
Nhan Duy Truong, Anh Duy Nguyen, Levin Kuhlmann +3
Seizure prediction has attracted a growing attention as one of the most challenging predictive data analysis efforts in order to improve the life of patients living with drug-resis…
Optimization of distributions differences for classification
Mohammad Reza Bonyadi, Quang M. Tieng, David C. Reutens
In this paper we introduce a new classification algorithm called Optimization of Distributions Differences (ODD). The algorithm aims to find a transformation from the feature space…
Supervised Learning in Automatic Channel Selection for Epileptic Seizure Detection
Nhan Truong, Levin Kuhlmann, Mohammad Reza Bonyadi +3
Detecting seizure using brain neuroactivations recorded by intracranial electroencephalogram (iEEG) has been widely used for monitoring, diagnosing, and closed-loop therapy of epil…