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- ArticleAugust 2024
- articleJanuary 2018
Proficient Normalised Fuzzy K-Means With Initial Centroids Methodology
International Journal of Knowledge Discovery in Bioinformatics (IJKDB), Volume 8, Issue 1Pages 42–59https://doi.org/10.4018/IJKDB.2018010104This article describes how data is relevant and if it can be organized, linked with other data and grouped into a cluster. Clustering is the process of organizing a given set of objects into a set of disjoint groups called clusters. There are a number ...
- ArticleApril 2009
Texture Segmentation Based on Probabilistic Index Maps
ICETC '09: Proceedings of the 2009 International Conference on Education Technology and ComputerPages 35–39https://doi.org/10.1109/ICETC.2009.41The Probabilistic Index Map (PIM) model was originally proposed for video processing to extract background of video frames. In this paper, we introduce the PIM model for texture segmentation. We first extract texture features based on Laws and Gabor ...
- ArticleMarch 2009
A Novel Text Clustering Method Based on TGSOM and Fuzzy K-Means
ETCS '09: Proceedings of the 2009 First International Workshop on Education Technology and Computer Science - Volume 01Pages 26–30https://doi.org/10.1109/ETCS.2009.14According to the high-dimensional sparse features of the storage of the textual document, and defects existing in the clustering methods which havealready studied by now and some other problems, an effective text clustering approach (short for TGSOM-FS-...