Clustering mechanism
Improvement of Clustering Mechanism using SVM and PSO in Reinforcement Learning
... Abstract: Here the implementation of clustering mechanism has been proposed using SVM and PSO in reinforcement learning. The proposed work consists of implementation of Support vector machine with ...
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A Chinese Term Clustering Mechanism for Generating Semantic Concepts of a News Ontology
... term clustering mechanism for generating semantic concepts of a news ...inference mechanism to infer the conceptual resonance strength of any two Chinese ...concept clustering has also been ...
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HIGHLY SCALABLE ENERGY EFFICIENT DISTRIBUTED CLUSTERING MECHANISM IN WIRELESS SENSOR NETWORKS BASED ON HIERARCHICAL APPROACH
... hierarchical clustering mechanism in wireless sensor networks with the inclusion of threshold concept within the cluster ...existing clustering mechanism (LEACH), is that the entire aggregated ...
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A Distributed Clustering Mechanism in HWSNs for Enhancing the Lifetime
... node. Clustering is considered as a significant energy saving technique in WSN, and the efficiency of the WSN depends on the energy-efficient clustering routing algorithm [1] & ...The clustering ...
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Biologically Inspired Clustering Mechanism in Dense Distributed Wireless Sensor Networks
... Unequal Clustering mechanism (EEUC) [19], was proposed for uniform energy consumption within the ...Efficient Clustering Approach (DECA) ...Hierarchical Clustering (DWEHC) [21] has been ...
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Title: Enhancing Clustering Mechanism by Customised Expectation– Maximization Algorithm: A Review
... EM [10] is frequently used for data clustering in machine learning & computer vision. In natural language processing, two well- known instances of algorithm are Baum-Welch algorithm & inside-outside ...
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Enhancing Clustering Mechanism by Implementation of EM Algorithm for Gaussian Mixture Model
... EM is frequently used for data clustering in machine learning&computer illusion. In normal language dispensation two well-known instances of algorithm are Baum-Welch algorithm&inside-outside algorithm for ...
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An energy-efficient mobile sink-based unequal clustering mechanism for WSNs
... packets after bisecting them, so that data packets will be sent to the base station by two different data transmission manners; single- and multi-hop. In [33] the Archimedes spiral node deployment strategy is proposed to ...
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Energy Efficient WMN Module for Environmental Monitoring Applications Using Clustering Mechanism
... The proposed system integrates the functions of network discovery, automatic routing control, and transmission scheduling. The system presents an effective energy saving method in WMN module that provides ...
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Effective clustering mechanism when both the sensor nodes and base station are mobile
... dynamic clustering algorithm for mobile wireless sensor networks, the MADCA has been ...proposed clustering methodology MADCA is hierarchical, dynamic and energy-efficient algorithm for mobile wireless ...
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Clustering As the Mechanism of Enhancement of the Technological Competitive Ability of the Enterprise
... the clustering mechanism is less-spread that considerably restrains technological development of the industrial production ...of clustering as the mechanism of enhancement of the technological ...
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DYNAMIC SENSOR RELOCATION TECHNIQUE BASED LIGHT WEIGHT INTEGRATED PROTOCOL FOR WSN
... based clustering mechanism based on a vehicle’s on-road time and other positional parameters such as network connectivity, inter-vehicular distance and average relative speed of the candidate node and its ...
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AN EFFICIENT CONTENT BASED DATA CLUSTERING AND PREPROCESSING FOR BIG DATA
... In current scenario there are huge amount of data in the digital world. There are overwhelming data and the fast transmission rates arise the need of big data [1]. Big data drive the utility in all the areas of the ...
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A Clustering Approach for Customer Billing Prediction in Mall: A Machine Learning Mechanism
... cluster mechanism is one algorithm we implement and the K-Means clustering mechanism we are implementing on the data we ...the clustering mechanisms, but the resultant work is ...the ...
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Cluster Head Selection using Particle Swarm Optimization in Wireless Sensor Network
... Improved LEACH Protocol using vice Cluster in Wireless Sensor NetworksPriti K. Hirani, Manali Singh [12] tell us that a sensor network consists of hundreds of sensor node which has similar energy, memory and process ...
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An Effective Intra and Inter Cluster Formation with Scheduling Technique for a WSN System
... in clustering and most importantly the data flow among the intra and inter communication ...the clustering mechanism with the extensive multi-objective clustering algorithm with cluster head ...
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Performance Analysis and Evaluation of Clustering Algorithms
... density-based clustering, the regions with higher density is considered in a data space as compared to the regions with lower ...density-based clustering are of arbitrary shapes and they are adequate for ...
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Research on Experiment Technology for High Reliability Flash Storage Systems
... [10] S. Zertal, "A Reliability Enhancing Mechanism for a Large Flash Embedded Satellite Storage System," Third International Conference on Systems (icons 2008), Cancun, 2008, pp. 345-350. [11] X. Wu, N. ...
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Title: WATCHDOG MECHANISM FOR PREVENTING MULTIPLE SPOOFING ATTACKERS IN WIRELESS NETWORKS
... The clustering approach is used to detect the spoofing attackers and localize ...Watchdog mechanism to detect the spoofing ...monitoring mechanism monitors and records its neighbors’ behaviors such ...
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Randomization of Node Scheme with Optimization in Wireless Sensor Network
... ---------------------------------------------------------------------ABSTRACT------------------------------------------------------------- Swarm Intelligence has nature inspired intelligence dependent on aggregate ...
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