In this paper, the ROI is extracted using a clustering-based approach. The entire fingerprint is first segmented into blocks; then, several features are extracted from each block using a Sobel filter. These features are clustered based on similarity, after which an agglomerative clustering algorithm...
Zhou, X., Yu, H. (2007). A Clustering-Based Approach for Tracing Object-Oriented Design to Requirement. In: Dwyer, M.B., Lopes, A. (eds) Fundamental Approaches to Software Engineering. FASE 2007. Lecture Notes in Computer Science, vol 4422. Springer, Berlin, Heidelberg. https://doi.o...
Revisiting Foreground and Background Separation in Weakly-supervised Temporal Action Localization: A Clustering-based Approach Qinying Liu, Zilei Wang, Shenghai Rong, Junjie Li, Yixin Zhang ICCV2023 [Paper]Data PreparationDownload the features of THUMOS14 from dataset.zip. Place the features inside ...
A game theory-based distributed clustering approach for wireless sensor networks is proposed in [3]. A non-cooperative game theory-based algorithm is proposed in this work to control the sensor node’s energy consumption in the network. The work shows that it is better in terms of energy cons...
Specifically, the measure is a two-step approach. The first step considers the frequency distribution of categorical attributes and compares the attributes between two clusters by way of an overlapping index. The second step employs an ordered weighted averaging aggregation (OWA) operator to the ...
aBe yourself, you want to own 是你自己,您想要拥有[translate] a此生唯一 This only lives[translate] a更好的为公司服务 Better serves for the company[translate] aAnother stability-based clustering approach was presented in [14] 另稳定根据使成群的方法被提出了在[14)[translate]...
MAFIA (merging of adaptive intervals approachto spatial data mining) MAFIA提出了用于快速子空间聚类的自适应网格,并在无共享架构上引入了一个可拓展的并行架构来处理海量数据集。大多数基于网格的算法使用均匀的网格,而MAFIA使用自适应网格。MAFIA提出了一种自适应计算每个维度中有限区间(bins桶)的技术,这些区间被合...
across the boundary among adjacent clusters. Additionally, we developed an effective diversity exploration strategy to address the redundancy among queried samples. Our extensive experimentation provided a comparison of the ALCS approach with state-of-the-art methods, exhibiting that ALCS produces ...
Electronics 2020, 9, 1630 19 of 29 Energy-Efficient Routing Algorithm (EERA) Yin presented a novel approach, namely, the energy-efficient routing algorithm (EERA) that mainly focuses on expanding the network lifetime. The protocol has several subsections: (1) greedy algorithm for packet ...
This paper compares its approach with these two methods. The node location and other environmental parameters are the same as those of the AP clustering algorithm simulation experiment. In Experiment 1, the K-means clustering algorithm is used to divide 25 sensor nodes into subgroups, but the K...