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SIU 2017

Cardiotocography analysis based on segmentation-based fractal texture decomposition and extreme learning machine Fetal heart rate (FHR) has notable patterns for the assessment of fetal physiology and typical stress conditions. FHR signals are obtained using cardiotocography (CTG) devices also providing uterine activities simultaneously and fetal movements. In this study, a total of 88 records consisting of 44 normal and 44 hypoxic fetuses instances obtained from publicly available CTU-UHB database have been considered. The basic morphological features supporting clinical diagnosis, the powers of 4 different spectral bands and Lempel Ziv complexity have been used to define FHR signals. Also, it has been proposed to use segmentation-based fractal texture analysis (SFTA) to identify the signals more accurately. The obtained feature set was applied as the input to extreme learning machine (ELM) with 5-fold cross-validation method. According to experimental results, 79.65% of accuracy, ...
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Web-Based Applications with a Hybrid Model Personnel Information System Design

We attended Academic Computing Conference in Eskişehir, Turkey. Web-Based Applications with a Hybrid Model Personnel Information System Design Personnel Information System, is a web-based automation that provides to share information, to enhance communication and interaction between site visitors and personnel with modular structure on their own domain name. PIS has been prepared by using current web technologies and object-oriented programming techniques. The application has been developed with a quality that both can be shared its own information with other applications and can be produced new content by getting new information from other applications in hybrid model logic. In this context, SOAP/WSDL is used as synchronous and asynchronous and AD-LDAP integration of the application has been made. The application has been provided to work together with such as blog, personal website and Google Maps, furthermore it has been made to produce RSS depending on the preferences of e...
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