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Browsing Theses and Dissertations by Subject "convolutional neural networks"

Browsing Theses and Dissertations by Subject "convolutional neural networks"

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  • A DEEP LEARNING APPROACH FOR DRUG-TARGET AFFINITY PREDICTIONCOMPREHENSIVE TRANSACTIVE ENERGY MANAGEMENT SYSTEMS 
    Li, Albina (Nazarbayev University School of Engineering and Digital Sciences, 2021-05)
    The identification of drug-target interaction (DTI) is a crucial part of the drug discovery and development process. In vitro and in vivo experiments for drug target validation and screening are, however, very expensive ...
  • DIABETES PREDICTION USING MULTILAYER PERCEPTRON 
    Tumgoyev, Yussup (Nazarbayev University School of Engineering and Digital Sciences, 2022-05)
    Diabetes mellitus is one of the most popular diseases that causes 1,5 million people to die each year. It is the major cause of blindness, kidney failure, heart attacks, stroke, and lower limb amputation. Being the world’s ...
  • FEASIBILITY OF FACE RECOGNITION ALGORITHMS ON EDGE 
    Duisembayev, Dias (Nazarbayev University School of Engineering and Digital Sciences, 2022-04)
    The emergence of IoT and its rapid growth increased significance of edge computing. Edge computing is efficient and necessary when the network bandwidth is low and volume of data that needs to be transmitted is large and ...
  • MOTOR/GENERATOR FAULT PROGNOSIS USING VIBRATION SIGNATURE AND FORECASTING TECHNIQUES 
    Orynbek, Kuanysh (Nazarbayev University School of Engineering and Digital Sciences, 2022-04)
    Over the last few years, the industrial dependency to operate induction motors and generators has been significantly increased. In this instance, it is necessary to monitor the state of induction (asynchronous) machines, ...
  • NON-ODDBALL ERP PARADIGMS WITH JOINT TEMPORAL-FREQUENCY LEARNING IN CONVOLUTIONAL NEURAL NETWORK 
    Saparbayeva, Madina (Nazarbayev University School of Engineering and Digital Sciences, 2022-04)
    Brain-Computer Interface (BCI) helps people who have a severe disease to interact with external devices. Event-Related Potential (ERP) based BCI systems send stimuli, then detect brain signals responding to stimuli. ...