This research paper explores the hybrid models for Javanese character recognition using 15600 characters gathered from digital and handwritten sources. The model combines merit of deep learning convolutional neural networks (CNN) to involve feature extraction a machine classifier support vector (SVM). dropout layer also manages overfitting problems enhances training accuracy. For evaluation pur...

common spatial pattern (csp) is a method commonly used to enhance the effects of event‑related desynchronization and event‑related synchronization present in multichannel electroencephalogram‑based brain‑computer interface (bci) systems. in the present study, a novel csp sub‑band feature selection has been proposed based on the discriminative information of the features. besides, a distinction ...

<span>Fraud in healthcare insurance claims is one of the significant research challenges that affect growth services. The frauds are happening through subscribers, companies and providers. development a decision support to automate claim data from service provider offset patient’s challenges. In this paper, novel hybridized big statistical machine learning technique, named MapReduce based...

Complex <span>modern signal processing is used to automate the analysis of electro encephelogram (EEG) signals. For diagnosis seizures, approaches that are simple and precise may be preferable rather than difficult time-consuming. In this paper, efficient EEG classification system using support vector machine (SVM) Adaptive learning technique proposed. The database signals subjected tempo...