Výsledky vyhledávání - Multi-algorithm clustering

Visualization of multi-algorithm clustering for better economic decisions — The case of car pricing Autor Bittmann, Ran M., Gelbard, Roy

“… The Multi-Algorithm-Voting (MAV) methodology enables not only visualization of results produced by diverse clustering algorithms, but also provides quantitative analysis of the results…”
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clusterMaker: a multi-algorithm clustering plugin for Cytoscape Autor Morris, John H, Apeltsin, Leonard, Newman, Aaron M, Baumbach, Jan, Wittkop, Tobias, Su, Gang, Bader, Gary D, Ferrin, Thomas E

“… from different types of experiments. Here we present clusterMaker , a Cytoscape plugin that implements several clustering algorithms and provides network, dendrogram, and heat map views of the results…”
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clusterMaker2: a major update to clusterMaker, a multi-algorithm clustering app for Cytoscape Autor Utriainen, Maija, Morris, John H.

“… New datasets are significantly larger than a decade ago, and new experimental techniques such as single-cell transcriptomics continue to drive the need for clustering or classification techniques…”
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Multi-algorithm clustering analysis for characterizing cow productivity on automatic milking systems over lactation periods Autor Rebuli, Karina Brotto, Ozella, Laura, Vanneschi, Leonardo, Giacobini, Mario

“…•A novel multi-algorithmic clustering methodology and a merging index were proposed…”
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Assessing the stability of herd productivity groups across lactation periods in automatic milking systems using multi-algorithm clustering Autor Rebuli, Karina Brotto, Ozella, Laura, Masía, Fernando, Vrieze, Elisa, Giacobini, Mario

“… Using Multi-Algorithm Clustering Analysis, we analysed data from 16 AMS-equipped farms to assess…”
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Algorithm clustering for multi-algorithm processor design Autor Karunarathna, Madhushika M. E., Yu-Chu Tian, Fidge, Colin, Hayward, Ross

“…An Application Specific Instruction-set Processor (ASIP) is a specialized processor tailored to run a particular application/s efficiently. However, when there…”
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Robust multi-view clustering algorithm based on sparse consensus graph decomposition Autor Geng, Li, Wang, Changpeng

“…Due to the increasing complexity of data form, multi-view clustering algorithms emerge one after…”
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FedMAC: Federated Multi-Algorithm Clustering for Autonomic Systems Autor Husom, Erik Johannes, Dautov, Rustem, Goknil, Arda

“… To address these challenges, we propose, apply, and assess FedMAC (Federated Multi-Algorithm Clustering…”
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Optimized Multi-Algorithm Voting: Increasing objectivity in clustering Autor Kempen, Regina, Meier, Alexander, Hasche, Jens, Mueller, Karsten

“…•Depending on clustering algorithm used, the results may change.•Based on Multi-Algorithm Voting, robustness of cluster solutions can be improved…”
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Multi-algorithm consensus classification identifies three distinct acute liver failure subtypes with differential treatment responses: a multi-database cohort study Autor Yang, Ying, Yang, Wei, Tang, Bo, Li, Yang, Zhang, Tao

“…[Display omitted] •Novel MCALFC approach identifies three distinct acute liver failure subtypes with unique clinical profiles Validation across five…”
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Enhanced Customer Segmentation Using LRFSM Behavior Model and Multi-Algorithm Clustering Approaches Autor Mandeti, Sravan Kumar

“…Customer segmentation plays a critical role in optimizing personalized marketing and driving customer engagement in online retail. Building on the previously…”
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Multi-omic and multi-view clustering algorithms: review and cancer benchmark Autor Rappoport, Nimrod, Shamir, Ron

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Optimizing soybean-pig integration zones in China: a multi-algorithm approach using random forest, LSTM, and clustering for feed grain and meat security balance Autor Zhao, Zixiang, Fu, Yuanjing, Wang, Haiyan, Ahmad, Bilal, Jin, Feiyu

“… Therefore, this study investigates the optimization of soybean and pig integration zones in China.MethodsThe study has adopted a multi algorithm approach based on Random…”
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Corrigendum to “Multi-view Spectral Clustering Algorithm Based on Bipartite Graph and Multi-feature Similarity Fusion” [Neural Networks, 194 (2026), 108177] Autor Li, Shunyong, Liu, Kun, Zheng, Mengjiao, Bai, Liang

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Robust phase unwrapping for MR temperature imaging using a magnitude-sorted list, multi-clustering algorithm Autor Maier, Florian, Fuentes, David, Weinberg, Jeffrey S., Hazle, John D., Stafford, R. Jason

“…Purpose Several methods in MRI use the phase information of the complex signal and require phase unwrapping (e.g., B0 field mapping, chemical shift imaging,…”
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An investigation of clustering strategies in many-objective optimization: the I-Multi algorithm as a case study Autor Castro, Olacir R., Pozo, Aurora, Lozano, Jose A., Santana, Roberto

“… However, the effectiveness of clustering in this context depends on a number of issues, including the characteristics of the objective functions…”
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Dynamic-Fusion Multi-view Projection Clustering Algorithm Autor JIANG Kaibin, ZHOU Shibing, QIAN Xuezhong, GUAN Jiaojiao

“… multi-view data may be sensitive to parameter selections. To solve the above problems, a multi-view projection clustering algorithm based on dynamic fusion…”
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Multi-view fuzzy clustering algorithm based on ECM Autor Liu, Yongli, Chang, Ran

“… weak in providing an comprehensive description of datasets. Methods To address this issue,a multi-view fuzzy clustering algorithm based on the evidential C-means clustering…”
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Multi Algorithm Selection and Hyperparameter Optimization for Automated Clustering Autor Schlake, Georg Stefan, Pernklau, Max, Beecks, Christian

“… In the domain of automated clustering, the problem inherently has a non-unique solution, often yielding multiple valid algorithms…”
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One-Stage Partition-Fusion Multi-view Subspace Clustering Algorithm Autor ZHANG Pei, ZHU En, CAI Zhiping

“… To this end, this paper proposes a one-stage partition-fusion multi-view subspace clustering algorithm…”
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