Search Results - "Clustering algorithm"

A hybrid approach for text clustering by Ajmi Al-Shuwaili, Saad O., Obied Redywi, Sadiq, Naser, Mustafa A.

“…This paper deals with automatic clustering algorithm, which partitions a many of objects to get smaller sets (clusters). Where objects of the one set are…”
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A Probabilistic Linguistic Three-Way Decision Method With Regret Theory via Fuzzy c-Means Clustering Algorithm by Zhu, Jinxing, Ma, Xueling, Martinez, Luis, Zhan, Jianming

“…Aiming at multiattribute decision-making (MADM) problems with probabilistic linguistic term sets (PLTSs), and considering the effective rationality of a…”
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K-means clustering algorithms: A comprehensive review, variants analysis, and advances in the era of big data by Ikotun, Abiodun M., Ezugwu, Absalom E., Abualigah, Laith, Abuhaija, Belal, Heming, Jia

“…Advances in recent techniques for scientific data collection in the era of big data allow for the systematic accumulation of large quantities of data at…”
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Dynamical Clustering in Electronic Commerce Systems via Optimization and Leadership Expansion by Li, Hui-Jia, Bu, Zhan, Wang, Zhen, Cao, Jie

“…In many electronic commerce systems, detecting significant clusters is of great value to the analysis, design, and optimization of the commerce behaviors. In…”
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Road network partitioning method based on Canopy-Kmeans clustering algorithm by Lin, Xiaohui, Xu, Jianmin

“…With the increasing scope of traffic signal control, in order to improve the stability and flexibility of the traffic control system, it is necessary to…”
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A New Fuzzy Clustering Validity Index With a Median Factor for Centroid-Based Clustering by Wu, Chih-Hung, Ouyang, Chen-Sen, Chen, Li-Wen, Lu, Li-Wei

“…Determining the number of clusters, which is usually approved by domain experts or evaluated by clustering validity indexes, is an important issue in…”
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Fast and stable clustering analysis based on Grid-mapping K-means algorithm and new clustering validity index by Zhu, Erzhou, Zhang, Yuanxiang, Wen, Peng, Liu, Feng

“…•Proposes the Grid-K-means clustering algorithm.•Designs a new clustering validity index (BCVI).•Shortens the length of interval of K in finding the Kopt. As a…”
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A clustering-based analysis method for simulating seismic damage of buildings in large cities by Chen, Xianan, Zhang, Lingxin, Lin, Xuchuan, Skalomenos, Konstantinos A., Chen, Zifeng

“…Earthquakes are major threats to cities. Refined simulations of urban earthquake damage are significant for disaster prevention planning, including…”
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Information measures for hesitant fuzzy sets and interval-valued hesitant fuzzy sets by Farhadinia, B.

“…The main purpose of this paper is to investigate the relationship between the entropy, the similarity measure and the distance measure for hesitant fuzzy sets…”
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On representative day selection for capacity expansion planning of power systems under extreme operating conditions by Li, Can, Conejo, Antonio J., Siirola, John D., Grossmann, Ignacio E.

“…Capacity expansion planning (CEP) of power systems determines the optimal future generation mix and/or transmission lines. Due to the increasing penetration of…”
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Analysis, Detection, and Location of Open-Switch Submodule Failures in a Modular Multilevel Converter by Qichen Yang, Jiangchao Qin, Saeedifard, Maryam

“…The modular multilevel converter (MMC) has become one of the most promising converter topologies for medium/high-power applications. Since the MMC is…”
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Cluster-CAM: Cluster-weighted visual interpretation of CNNs’ decision in image classification by Feng, Zhenpeng, Ji, Hongbing, Daković, Miloš, Cui, Xiyang, Zhu, Mingzhe, Stanković, Ljubiša

“…Despite the tremendous success of convolutional neural networks (CNNs) in computer vision, the mechanism of CNNs still lacks clear interpretation. Currently,…”
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Construction of a catalyst screening method for furfural hydrogenation to furfuryl alcohol based on machine learning by Yang, Xiaohui, Liu, Dongyu, Pan, Xinran, Shen, Lu, Liu, Wenman, Pang, Ruixin, Yu, Shitao, Liu, Shiwei, Geng, Sai, Li, Lu, Yu, Longzhen, Liu, Yue, Liu, Xiao

“…As global focus on environmental protection and sustainable development intensifies, the chemical industry is shifting towards greening and decarbonization…”
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Rapid Detection of Rice Disease Based on FCM-KM and Faster R-CNN Fusion by Zhou, Guoxiong, Zhang, Wenzhuo, Chen, Aibin, He, Mingfang, Ma, Xueshuo

“…In this paper, a method for detecting rapid rice disease based on FCM-KM and Faster R-CNN fusion is proposed to address various problems with the rice disease…”
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Efficient and Fast Active Equalization Method for Retired Battery Pack Using Wide Voltage Range Bidirectional Converter and DBSCAN Clustering Algorithm by Lujun, Wang, Jinyang, Ke, Min, Zhan, Aina, Tian, Tiezhou, Wu, Xiaoxing, Zhang, Jiuchun, Jiang

“…This article presents an efficient and fast echelon battery equalization method based on wide voltage range bidirectional converter combined with DBSCAN…”
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A Game Approach for Charging Station Placement Based on User Preferences and Crowdedness by Bae, Sangjun, Jang, Inmo, Gros, Sebastien, Kulcsar, Balazs, Hellgren, Jonas

“…The placement of electric vehicle charging stations (EVCSs), which encourages the rapid development of electric vehicles (EVs), should be considered from not…”
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A Lightweight Mutual Privacy Preserving k-means Clustering in Industrial IoT by Hu, Chunqiang, Liu, Jianshuo, Xia, Hui, Deng, Shaojiang, Yu, Jiguo

“…In many industrial Internet of Things application schemes, participants, such as IoT devices, often share information with each others for analysis and…”
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Cyber-Attack Detection Using Principal Component Analysis and Noisy Clustering Algorithms: A Collaborative Machine Learning-Based Framework by Parizad, Ali, Hatziadoniu, Constantine J.

“…This paper proposes a collaborative machine learning-based framework to detect cyber-attacks in a power system, leading to deviation in the state variable…”
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Design of BDS-3 signal distortion bias model and analysis of its performance by Gao, Saisai, Li, Ran, Wu, Jiatong, Wan, Xiaoyun, Guo, Rui, Li, Xiaojie, Zhou, Shanshi, Yang, Guang

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Clustering Passenger Trip Data for the Potential Passenger Investigation and Line Design of Customized Commuter Bus by Qiu, Guo, Song, Rui, He, Shiwei, Xu, Wangtu, Jiang, Min

“…Customized commuter bus (CCB) is a kind of innovative public transit service launched starting in 2013 in many cities all over the world. It is designed to…”
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