Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
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Showing 1 to 4 of 4 for “"KNearest Neighbor"”.
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Design and development of advanced machine learning algorithms for lithium-ion battery state-of-charge estimation
… presents a new SOC estimation algorithm based on kNearest neighbor and random forest regression and a comparison study is done using four algorithms Support Vector Regression, Neural Network Regression, Random Forest Regression and kNearest Neighbor. Their performance is evaluated using data from …
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Pattern recognition to detect fetal alchohol syndrome using stereo facial images
… during the process. Faces were classified using knearest neighbor (kNN), linear discriminant analysis (LDA) and support vector machine (SVM) classifiers. Principal component analysis was used for dimensionality reduction while classification accuracy was assessed using leave-one-out …
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Automated wavelet-based fault detection and diagnosis for smart distribution systems and microgrids
… (i.e. Decision Tree as an eager learner, and KNearest Neighbor as a lazy learner) are used. The performance of the two classifiers is estimated using the Monte Carlo stratified cross validation method. The Consortium for Electric Reliability Technology Solutions Micro-Grid is used as a …
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Classification of Carpiodes Using Fourier Descriptors: A Content Based Image Retrieval Approach
<p>Taxonomic classification has always been important to the study of any biological system. Many biological species will go unclassified and become lost forever at the current rate of classification. The current state of computer technology makes image storage and retrieval possible on a global …