Browsing MS Theses - DO NOT EDIT by Author "Wang, Shouyi"
Now showing items 1-4 of 4
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Discriminating Parkinson's disease using functional connectivity and brain network analysis
Gellerup, Daniel (2016-05-10)In this study, we explored the use of functional connectivity patterns in fMRI data to classify subjects on the basis of Parkinson's disease. We explore various brain networks and features. We partition our fMRI data in 5 ... -
Exploring Deep Learning in Finance
Deshpande, Abhijit Anand Anand; 0000-0003-1427-2210 (2022-05-20)Financial market analysis is process of analyzing market closely and predict the next move of market whether it will go up or down using historical data. Financial market is stochastic and has rapid changes over time, ... -
MULTIVARIATE TIME SERIES PATTERN RECOGNITION USING MACHINE LEARNING AND DEEP LEARNING METHODS
Devar, Sai Abhishek (2019-12-16)In this research work, we have implemented machine learning & deep-learning algorithms on real-time multivariate time series datasets in the manufacturing & health care fields. The research work is organized in two ... -
Sparse Representation and Learning for Discriminative EEG Source Imaging
Liu, Feng; 0000-0002-5225-8199 (2018-05-07)As a direct measurement modality of neural electrical firing patterns, electroencephalogram (EEG) has a much higher temporal resolution up to millisecond compared to positron emission topography (PET) and functional magnetic ...