Search Results - Multi-algorithm clustering

Visualization of multi-algorithm clustering for better economic decisions — The case of car pricing by 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 by 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 by 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 by 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 by 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 by 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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FedMAC: Federated Multi-Algorithm Clustering for Autonomic Systems by 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 by 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 by 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 by 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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Robust multi-view clustering algorithm based on sparse consensus graph decomposition by Geng, Li, Wang, Changpeng

“…Due to the increasing complexity of data form, multi-view clustering algorithms emerge one after…”
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Multi-omic and multi-view clustering algorithms: review and cancer benchmark by 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 by 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] by 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 by 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 by 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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Multi Algorithm Selection and Hyperparameter Optimization for Automated Clustering by 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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Knowledge-guided classification and regression surrogates co-assisted multi-objective soft subspace clustering algorithm: Knowledge-guided classification and regression surrogates co-assisted multi-objective soft subspace clustering algorithm by Zhao, Feng, Li, Lu, Liu, Hanqiang

“…The efficiency of multi-objective soft subspace clustering algorithms (MSSCAs) can be low when applied to large-scale datasets…”
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Multi-omic and multi-view clustering algorithms: review and cancer benchmark by Rappoport, Nimrod, Shamir, Ron

“… Here, we review algorithms for multi-omics clustering, and discuss key issues in applying these algorithms…”
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Dynamic-Fusion Multi-view Projection Clustering Algorithm by 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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