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Research Paper | Computer and Mathematical Sciences | Macedonia | Volume 11 Issue 12, December 2022
A Novel Model for Image Classification based on Persistent Homology
Petar Sekuloski | Vesna Dimitrievska Ristovska | Vassil Grozdanov
Abstract: Topological Data Analysis (TDA) is relatively new field of Applied Mathematics that emerged rapidly last years. The main tool of Topological Data Analysis is Persistent Homology. Persistent Homology tracks the topological features of datasets. In this paper we will introduced a novel model for image classification based on Persistent Homology. In the experimental part we the introduced new novel on real medical dataset. Using this model, the classification was improved.
Keywords: Topological Data Analysis, Persistent Homology, Machine Learning, Computational Topology, Image Classification
Edition: Volume 11 Issue 12, December 2022,
Pages: 1137 - 1141
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Research Paper, Computer and Mathematical Sciences, Saudi Arabia, Volume 11 Issue 10, October 2022
Pages: 424 - 427A Proposed Clustering Technique for Arabic Text Summarization
Raed Muhammad Albadrani | Mohammed Abdullah Al-Hagery [5] | Mohamed Tahar Ben Othman
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Review Papers, Computer and Mathematical Sciences, Nigeria, Volume 10 Issue 11, November 2021
Pages: 705 - 709In-Depth Study of Decision Tree Model
Anas Muhammad Sani | Ahmad Salihu Ben-Musa | Muhammad Haladu