5 Result(s)
within
Algorithm Analysis and Problem Complexity
Yalin Zheng
Chapter
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Chapter and Conference Paper
Type-I Topological Logic \(\mathbb{C}^{1}_\mathcal{T}\) and Approximate Reasoning
We introduce the consistent topological structure and neighborhood structure into the logical framework for providing the logical foundation and logical normalization for the approximate reasoning. We present ...
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Chapter and Conference Paper
Type II Topological Logic \(\mathbb{C}^2_\mathcal{T}\) and Approximate Reasoning
This paper propose a topological logic model of approximate reasoning based on the type II topological logic $\mathbb{C}^2_\mathcal{T}...
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Chapter and Conference Paper
Image Classification for Age-related Macular Degeneration Screening Using Hierarchical Image Decompositions and Graph Mining
Age-related Macular Degeneration (AMD) is the most common cause of adult blindness in the developed world. This paper describes a new image mining technique to perform automated detection of AMD from colour fu...
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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
Addressing the Challenge of Data Heterogeneity Using a Homogeneous Feature Vector Representation: A Study Using Time Series and Cardiovascular Disease Classification
An investigation into the use of a unifying Homogeneous Feature Vector Representation (HFVR), to address the challenge of applying machine learning and/or deep learning to heterogeneous data, is presented. To ...
