Journal articles on the topic 'Clustering'
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Qian, Yue, Shixin Yao, Tianjun Wu, You Huang, and Lingbin Zeng. "Improved Selective Deep-Learning-Based Clustering Ensemble." Applied Sciences 14, no. 2 (January 15, 2024): 719. http://dx.doi.org/10.3390/app14020719.
Full textHess, Sibylle, Wouter Duivesteijn, Philipp Honysz, and Katharina Morik. "The SpectACl of Nonconvex Clustering: A Spectral Approach to Density-Based Clustering." Proceedings of the AAAI Conference on Artificial Intelligence 33 (July 17, 2019): 3788–95. http://dx.doi.org/10.1609/aaai.v33i01.33013788.
Full textManjunath, Mohith, Yi Zhang, Yeonsung Kim, Steve H. Yeo, Omar Sobh, Nathan Russell, Christian Followell, Colleen Bushell, Umberto Ravaioli, and Jun S. Song. "ClusterEnG: an interactive educational web resource for clustering and visualizing high-dimensional data." PeerJ Computer Science 4 (May 21, 2018): e155. http://dx.doi.org/10.7717/peerj-cs.155.
Full textWei, Shaowei, Jun Wang, Guoxian Yu, Carlotta Domeniconi, and Xiangliang Zhang. "Multi-View Multiple Clusterings Using Deep Matrix Factorization." Proceedings of the AAAI Conference on Artificial Intelligence 34, no. 04 (April 3, 2020): 6348–55. http://dx.doi.org/10.1609/aaai.v34i04.6104.
Full textMiklautz, Lukas, Dominik Mautz, Muzaffer Can Altinigneli, Christian Böhm, and Claudia Plant. "Deep Embedded Non-Redundant Clustering." Proceedings of the AAAI Conference on Artificial Intelligence 34, no. 04 (April 3, 2020): 5174–81. http://dx.doi.org/10.1609/aaai.v34i04.5961.
Full textFisher, D. "Iterative Optimization and Simplification of Hierarchical Clusterings." Journal of Artificial Intelligence Research 4 (April 1, 1996): 147–78. http://dx.doi.org/10.1613/jair.276.
Full textLi, Hongmin, Xiucai Ye, Akira Imakura, and Tetsuya Sakurai. "LSEC: Large-scale spectral ensemble clustering." Intelligent Data Analysis 27, no. 1 (January 30, 2023): 59–77. http://dx.doi.org/10.3233/ida-216240.
Full textSun, Yuqin, Songlei Wang, Dongmei Huang, Yuan Sun, Anduo Hu, and Jinzhong Sun. "A multiple hierarchical clustering ensemble algorithm to recognize clusters arbitrarily shaped." Intelligent Data Analysis 26, no. 5 (September 5, 2022): 1211–28. http://dx.doi.org/10.3233/ida-216112.
Full textRouba, Baroudi, and Safia Nait Bahloul. "A Multicriteria Clustering Approach Based on Similarity Indices and Clustering Ensemble Techniques." International Journal of Information Technology & Decision Making 13, no. 04 (July 2014): 811–37. http://dx.doi.org/10.1142/s0219622014500631.
Full textGilpin, Sean, Siegried Nijssen, and Ian Davidson. "Formalizing Hierarchical Clustering as Integer Linear Programming." Proceedings of the AAAI Conference on Artificial Intelligence 27, no. 1 (June 30, 2013): 372–78. http://dx.doi.org/10.1609/aaai.v27i1.8671.
Full textWang, Yanhua, Xiyu Liu, and Laisheng Xiang. "GA-Based Membrane Evolutionary Algorithm for Ensemble Clustering." Computational Intelligence and Neuroscience 2017 (2017): 1–11. http://dx.doi.org/10.1155/2017/4367342.
Full textSun, Tao, Saeed Mashdour, and Mohammad Reza Mahmoudi. "An Ensemble Clusterer Framework based on Valid and Diverse Basic Small Clusters." International Journal of Information Technology & Decision Making 20, no. 04 (May 26, 2021): 1189–219. http://dx.doi.org/10.1142/s0219622021500309.
Full textKomori, Osamu, and Shinto Eguchi. "A Unified Formulation of k-Means, Fuzzy c-Means and Gaussian Mixture Model by the Kolmogorov–Nagumo Average." Entropy 23, no. 5 (April 24, 2021): 518. http://dx.doi.org/10.3390/e23050518.
Full textNiu, Huan, Nasim Khozouie, Hamid Parvin, Hamid Alinejad-Rokny, Amin Beheshti, and Mohammad Reza Mahmoudi. "An Ensemble of Locally Reliable Cluster Solutions." Applied Sciences 10, no. 5 (March 10, 2020): 1891. http://dx.doi.org/10.3390/app10051891.
Full textLi, Hong-Dong, Yunpei Xu, Xiaoshu Zhu, Quan Liu, Gilbert S. Omenn, and Jianxin Wang. "ClusterMine: A knowledge-integrated clustering approach based on expression profiles of gene sets." Journal of Bioinformatics and Computational Biology 18, no. 03 (June 2020): 2040009. http://dx.doi.org/10.1142/s0219720020400090.
Full textJia, Yuheng, Hui Liu, Junhui Hou, and Qingfu Zhang. "Clustering Ensemble Meets Low-rank Tensor Approximation." Proceedings of the AAAI Conference on Artificial Intelligence 35, no. 9 (May 18, 2021): 7970–78. http://dx.doi.org/10.1609/aaai.v35i9.16972.
Full textDasgupta, Sajib, Richard Golden, and Vincent Ng. "Clustering Documents Along Multiple Dimensions." Proceedings of the AAAI Conference on Artificial Intelligence 26, no. 1 (September 20, 2021): 879–85. http://dx.doi.org/10.1609/aaai.v26i1.8325.
Full textDavidson, Ian, and S. S. Ravi. "Making Existing Clusterings Fairer: Algorithms, Complexity Results and Insights." Proceedings of the AAAI Conference on Artificial Intelligence 34, no. 04 (April 3, 2020): 3733–40. http://dx.doi.org/10.1609/aaai.v34i04.5783.
Full textAGOGINO, ADRIAN, and KAGAN TUMER. "A MULTIAGENT COORDINATION APPROACH TO ROBUST CONSENSUS CLUSTERING." Advances in Complex Systems 13, no. 02 (April 2010): 165–97. http://dx.doi.org/10.1142/s0219525910002499.
Full textRodrigues, Pedro Pereira, João Araújo, João Gama, and Luís Lopes. "A local algorithm to approximate the global clustering of streams generated in ubiquitous sensor networks." International Journal of Distributed Sensor Networks 14, no. 10 (October 2018): 155014771880823. http://dx.doi.org/10.1177/1550147718808239.
Full textVEGA-PONS, SANDRO, and JOSÉ RUIZ-SHULCLOPER. "A SURVEY OF CLUSTERING ENSEMBLE ALGORITHMS." International Journal of Pattern Recognition and Artificial Intelligence 25, no. 03 (May 2011): 337–72. http://dx.doi.org/10.1142/s0218001411008683.
Full textXu, Jiaxuan, Jiang Wu, Taiyong Li, and Yang Nan. "Divergence-Based Locally Weighted Ensemble Clustering with Dictionary Learning and the L2,1-Norm." Entropy 24, no. 10 (September 21, 2022): 1324. http://dx.doi.org/10.3390/e24101324.
Full textNiu, Kun, Shubo Zhang, and Junliang Chen. "Subspace clustering through attribute clustering." Frontiers of Electrical and Electronic Engineering in China 3, no. 1 (January 2008): 44–48. http://dx.doi.org/10.1007/s11460-008-0010-x.
Full textBasu, Sumit, Danyel Fisher, Steven Drucker, and Hao Lu. "Assisting Users with Clustering Tasks by Combining Metric Learning and Classification." Proceedings of the AAAI Conference on Artificial Intelligence 24, no. 1 (July 3, 2010): 394–400. http://dx.doi.org/10.1609/aaai.v24i1.7694.
Full textJONYER, ISTVAN, LAWRENCE B. HOLDER, and DIANE J. COOK. "GRAPH-BASED HIERARCHICAL CONCEPTUAL CLUSTERING." International Journal on Artificial Intelligence Tools 10, no. 01n02 (March 2001): 107–35. http://dx.doi.org/10.1142/s0218213001000441.
Full textZhang, Yinghui. "A Kernel Probabilistic Model for Semi-supervised Co-clustering Ensemble." Journal of Intelligent Systems 29, no. 1 (December 30, 2017): 143–53. http://dx.doi.org/10.1515/jisys-2017-0513.
Full textBerman, Piotr, Bhaskar DasGupta, Ming-Yang Kao, and Jie Wang. "On constructing an optimal consensus clustering from multiple clusterings." Information Processing Letters 104, no. 4 (November 2007): 137–45. http://dx.doi.org/10.1016/j.ipl.2007.06.008.
Full textAl-Najdi, Atheer, Nicolas Pasquier, and Frédéric Precioso. "Using Closed Patterns to Solve the Consensus Clustering Problem." International Journal of Software Engineering and Knowledge Engineering 26, no. 09n10 (November 2016): 1379–97. http://dx.doi.org/10.1142/s021819401640009x.
Full textAltman, Naomi, and Martin Krzywinski. "Clustering." Nature Methods 14, no. 6 (May 30, 2017): 545–46. http://dx.doi.org/10.1038/nmeth.4299.
Full textBrown, Harold, and Sandra Salisch. "Clustering." College Teaching 44, no. 1 (January 1996): 29–33. http://dx.doi.org/10.1080/87567555.1996.9925552.
Full textSubramanian, Srividhya, and Keith E. Shafer. "Clustering." Journal of Library Administration 34, no. 3-4 (December 2001): 221–28. http://dx.doi.org/10.1300/j111v34n03_01.
Full textOUELLETTE, JANE N., LINDA L. MARTIN, RACHAEL BRUGH HOLMES, JANICE M. ROGERS, and ANN M. ROSSI. "Clustering." Nursing Management (Springhouse) 20, no. 6 (June 1989): 31???38. http://dx.doi.org/10.1097/00006247-198906000-00012.
Full textDiscombe, G. "Clustering." BMJ 290, no. 6475 (April 13, 1985): 1149. http://dx.doi.org/10.1136/bmj.290.6475.1149-a.
Full text王, 田雨. "Clustering Algorithm Based on Initial Clustering." Advances in Applied Mathematics 10, no. 02 (2021): 461–70. http://dx.doi.org/10.12677/aam.2021.102052.
Full textSATO-ILIC, Mika. "Fuzzy Clustering and Fuzzy Clustering Models." Journal of Japan Society for Fuzzy Theory and Intelligent Informatics 31, no. 3 (June 15, 2019): 75–81. http://dx.doi.org/10.3156/jsoft.31.3_75.
Full textLiu, Shuai, and Meng Zhan. "Clustering versus non-clustering phase synchronizations." Chaos: An Interdisciplinary Journal of Nonlinear Science 24, no. 1 (March 2014): 013104. http://dx.doi.org/10.1063/1.4861685.
Full textLipor, John, and Laura Balzano. "Clustering quality metrics for subspace clustering." Pattern Recognition 104 (August 2020): 107328. http://dx.doi.org/10.1016/j.patcog.2020.107328.
Full textZhu, Wencheng, Jiwen Lu, and Jie Zhou. "Nonlinear subspace clustering for image clustering." Pattern Recognition Letters 107 (May 2018): 131–36. http://dx.doi.org/10.1016/j.patrec.2017.08.023.
Full textAbdullah, Manal, Ahlam Al-Thobaity, Afnan Bawazir, and Nouf Al-Harbe. "Energy Efficient Ensemble K-means and SVM for Wireless Sensor Network." INTERNATIONAL JOURNAL OF COMPUTERS & TECHNOLOGY 11, no. 9 (November 27, 2013): 3034–42. http://dx.doi.org/10.24297/ijct.v11i9.3409.
Full textWang, Xing, Jun Wang, Carlotta Domeniconi, Guoxian Yu, Guoqiang Xiao, and Maozu Guo. "Multiple Independent Subspace Clusterings." Proceedings of the AAAI Conference on Artificial Intelligence 33 (July 17, 2019): 5353–60. http://dx.doi.org/10.1609/aaai.v33i01.33015353.
Full textMiyamoto, Sadaaki, Youhei Kuroda, and Kenta Arai. "Algorithms for Sequential Extraction of Clusters by Possibilistic Method and Comparison with Mountain Clustering." Journal of Advanced Computational Intelligence and Intelligent Informatics 12, no. 5 (September 20, 2008): 448–53. http://dx.doi.org/10.20965/jaciii.2008.p0448.
Full textZhu-Juan Ma, Zhu-Juan Ma, Zi-Han Wang Zhu-Juan Ma, Xiang-Hua Chen Zi-Han Wang, and Feng Liu Xiang-Hua Chen. "DP-Kmeans and Beyond: Optimal Clustering with a new Clustering Validity Index." 電腦學刊 33, no. 5 (October 2022): 001–17. http://dx.doi.org/10.53106/199115992022103305001.
Full textMuhammad Tianda, Izhar, Mohammad Noufal Ubadah, M. Fariz Fadillah Mardianto, Said Agil Al Munawwarah, Nurhalisa Ishak, Dita Amelia, and Elly Ana. "Clustering Fake News with K-Means and Agglomerative Clustering Based on Word2Vec." INTERNATIONAL JOURNAL OF MATHEMATICS AND COMPUTER RESEARCH 12, no. 02 (February 4, 2024): 3999–4007. http://dx.doi.org/10.47191/ijmcr/v12i2.01.
Full textMiloudi, Salim, Yulin Wang, and Wenjia Ding. "An Improved Similarity-Based Clustering Algorithm for Multi-Database Mining." Entropy 23, no. 5 (April 29, 2021): 553. http://dx.doi.org/10.3390/e23050553.
Full textMedrano, Cesar, Gastelum Alonso, Octavio Lafarga, and Jose Cervantes. "MCClusteringSM: An approach for the multicriteria clustering problem based on a credibility similarity measure." Computer Science and Information Systems, no. 00 (2024): 33. http://dx.doi.org/10.2298/csis230302033m.
Full textJadhav, Priyanka, and Rasika Patil. "Analysis of Clustering technique." International Journal of Trend in Scientific Research and Development Volume-2, Issue-4 (June 30, 2018): 2422–24. http://dx.doi.org/10.31142/ijtsrd15616.
Full textSilva, Pavani Y. De, Chiran N. Fernando, Damith D. Wijethunge, and Subha D. Fernando. "Recursive Hierarchical Clustering Algorithm." International Journal of Machine Learning and Computing 8, no. 1 (February 2018): 1–7. http://dx.doi.org/10.18178/ijmlc.2018.8.1.654.
Full textFANG, LI ZHI. "QUASAR CLUSTERING AND ITS COSMOLOGICAL IMPLICATION." International Journal of Modern Physics A 04, no. 14 (August 20, 1989): 3477–502. http://dx.doi.org/10.1142/s0217751x89001394.
Full textN Sujatha, Latha Narayanan Valli, A Prema, SK Rathiha, and V Raja. "Initial centroid selection for K- means clustering algorithm using the statistical method." International Journal of Science and Research Archive 7, no. 2 (December 30, 2022): 474–78. http://dx.doi.org/10.30574/ijsra.2022.7.2.0309.
Full textDu, Hang-Yuan, and Wen-Jian Wang. "A Clustering Ensemble Framework with Integration of Data Characteristics and Structure Information: A Graph Neural Networks Approach." Mathematics 10, no. 11 (May 26, 2022): 1834. http://dx.doi.org/10.3390/math10111834.
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