4 Result(s)
within
Data Mining and Knowledge Discovery
Database Management
Yalin Zheng
Chapter
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Chapter and Conference Paper
Motif Based Feature Vectors: Towards a Homogeneous Data Representation for Cardiovascular Diseases Classification
A process for generating a unifying motif-based homogeneous feature vector representation is described and evaluated. The motivation was to determine the viability of this representation as a unifying represen...
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Chapter and Conference Paper
Dictionary Learning-Based Volumetric Image Classification for the Diagnosis of Age-Related Macular Degeneration
A discriminative dictionary-based approach to supporting the classification of 3D Optical Coherence Tomography (OCT) retinal images, so as to determine the presence of Age-related Macular Degeneration (AMD), i...
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Chapter and Conference Paper
Time Series Case Based Reasoning for Image Categorisation
This paper describes an approach to Case Based Reasoning (CBR) for image categorisation. The technique is founded on a time series analysis mechanism whereby images are represented as time series (curves) and ...
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Chapter and Conference Paper
Image Classification Using Histograms and Time Series Analysis: A Study of Age-Related Macular Degeneration Screening in Retinal Image Data
An approach to image mining is described that combines a histogram based representation with a time series analysis technique. More specifically a Dynamic Time War** (DTW) approach is applied to histogram re...
