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Search results for: cluster
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Year: 2018, Volume: 18, Number: 4
... cell phones and GPS devices has made map. A cluster can be represented simply by an icon such as ... Computer Engineering Volume 18, Number 4, 2018 Real-Time Clustering of Large Geo-Referenced Data for Visualizing on Map Mohammad ... INTRODUCTION algorithm to use, and how to represent the clusters on the Rapid increase of cell phones and GPS ...
2. Wireless Meter Reading Based Energy-Balanced Steady Clustering Routing Algorithm for Sensor Networks
Year: 2011, Volume: 11, Number: 2
... mechanism, the power-constrained data-gathering sensor networks, and current cluster head nodes determine cluster head nodes for next round ... , 2011 Wireless Meter Reading Based Energy- Balanced Steady Clustering Routing Algorithm for Sensor Networks Yong TIAN1,2 ... community as a fundamentally NP-hard. The central node determines clusters by solving new tool for a wide range of ...
Year: 2017, Volume: 17, Number: 4
... incapable of merging correct clusters, traditional approaches of computing cluster distances are because small perturbations in the data can ... , 2017 K-Linkage: A New Agglomerative Approach for Hierarchical Clustering Pelin YILDIRIM1, Derya BIRANT2 1 The Graduate School ... clustering, the strategies can remain incapable of merging correct clusters, traditional approaches of computing cluster distances are because ...
Year: 2012, Volume: 12, Number: 1
... of the train formed in the whole network through contention-based cluster freight. The many-to-one traffic pattern of WSNs will ... LSWSN. Extensive for LSWSNs. As that in classical clustering approaches in simulation results illuminate the distinguished performance of ... [7 ], the CDG protocol is organized in rounds and each the proposed protocol. round is subdivided ...
Year: 2022, Volume: 22, Number: 1
... loads during the DR [12], a cumulative-based cluster approach is discussed for program. DR congestion of ... consumer's energy demand curve using the Demand for handling and clustering large datasets efficiently. The Response (DR) ... into C= {C1, C2 … Cn} clusters. done for electricity consumption of seasonal variation for ...
Year: 2012, Volume: 12, Number: 3
... shape hypothesis is similarity measurement between points is defined to cluster prohibitively large. 3D HT is time-consuming and high ... work [22] was used to III. SIMILARITY-BASED CLUSTERING segment the trees in the scene, which is ... on k nearest neighboring clustering. The raw point cloud data P is Inspired by the graph-based image segmentation [ ...
Year: 2019, Volume: 19, Number: 3
... In the building data, millions of primary as SCM cluster models, as shown in Fig. 5 [ ... channel parameters are then calculated using linear regression and multipath clustering algorithm. The proposed analysis scheme is verified by ... loss, the log-normal shadowing clustered, the number of clusters is calculated as the mean of model is considered ...
Year: 2013, Volume: 13, Number: 4
... different. Generally speaking, the Afterwards, the energy-based cluster selecting scheme is microphones closer to the speaker may ... Computer Engineering Volume 13, Number 4, 2013 Microphone Clustering and BP Network based Acoustic Source Localization in Distributed ... method is first used to divide all microphones into several clusters where each one corresponds to a specified BP network ...
Year: 2015, Volume: 15, Number: 3
... I. INTRODUCTION assigned dimensions. Then, a subspace cluster becomes The proliferation of different types of measurements and ... Volume 15, Number 3, 2015 Evaluation of Subspace Clustering Using Internal Validity Measures Mariusz OSZUST, Michał KOSTKA ... [6, 8- Subspace clustering techniques can create clusters which utilise 13]. They fall into external ...
Year: 2011, Volume: 11, Number: 3
... determined. The wherein each data point belongs to a cluster to some degree centroids of classes are computed by ... , Number 3, 2011 Application of Rosette Pattern for Clustering and Determining the Number of Clusters Ali SADR, ... Keyvan MOMTAZ Electrical Engineering Department, Iran University of Science& Technology, Narmak, Tehran, Iran Sadr@ ...
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