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Found 960 Documents (Results 1–100)

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Online learning of Riemannian hidden Markov models in homogeneous Hadamard spaces. (English) Zbl 07495200

Nielsen, Frank (ed.) et al., Geometric science of information. 5th international conference, GSI 2021, Paris, France, July 21–23, 2021. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 12829, 37-44 (2021).
MSC:  60J22 94A12 94A08
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Local search algorithm for the spherical \(k\)-means problem with outliers. (English) Zbl 1482.68222

Zhang, Zhao (ed.) et al., Algorithmic aspects in information and management. 14th international conference, AAIM 2020, Jinhua, China, August 10–12, 2020. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 12290, 141-148 (2020).
MSC:  68T09 68W25
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The spherical \(k\)-means++ algorithm via local search. (English) Zbl 1482.68220

Zhang, Zhao (ed.) et al., Algorithmic aspects in information and management. 14th international conference, AAIM 2020, Jinhua, China, August 10–12, 2020. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 12290, 131-140 (2020).
MSC:  68T09 62H30 68W25
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An improved Bregman \(k\)-means++ algorithm via local search. (English) Zbl 1482.68221

Kim, Donghyun (ed.) et al., Computing and combinatorics. 26th international conference, COCOON 2020, Atlanta, GA, USA, August 29–31, 2020. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 12273, 532-541 (2020).
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On the optimization models for automatic grouping of industrial products by homogeneous production batches. (English) Zbl 1460.90159

Kochetov, Yury (ed.) et al., Mathematical optimization theory and operations research. 19th international conference, MOTOR 2020, Novosibirsk, Russia, July 6–10, 2020. Revised selected papers. Cham: Springer. Commun. Comput. Inf. Sci. 1275, 421-436 (2020).
MSC:  90C27 90C90
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Decomposition/aggregation \(k\)-means for big data. (English) Zbl 1460.90153

Kochetov, Yury (ed.) et al., Mathematical optimization theory and operations research. 19th international conference, MOTOR 2020, Novosibirsk, Russia, July 6–10, 2020. Revised selected papers. Cham: Springer. Commun. Comput. Inf. Sci. 1275, 409-420 (2020).
MSC:  90C27 90C59
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Genetic algorithms with the crossover-like mutation operator for the \(k\)-means problem. (English) Zbl 1460.90151

Kochetov, Yury (ed.) et al., Mathematical optimization theory and operations research. 19th international conference, MOTOR 2020, Novosibirsk, Russia, July 6–10, 2020. Revised selected papers. Cham: Springer. Commun. Comput. Inf. Sci. 1275, 350-362 (2020).
MSC:  90C27 90C59
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Coresets for clustering in Euclidean spaces: importance sampling is nearly optimal. (English) Zbl 07298338

Makarychev, Konstantin (ed.) et al., Proceedings of the 52nd annual ACM SIGACT symposium on theory of computing, STOC ’20, Chicago, IL, USA, June 22–26, 2020. New York, NY: Association for Computing Machinery (ACM). 1416-1429 (2020).
MSC:  68Qxx
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