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Machine learning

Uenezaji wa Lebo

Uenezaji wa Lebo ni algorithmu ya kujifunza kwa nusu-kusimamiwa inayotokana na grafu iliyoanzishwa na Zhu na Ghahramani mwaka 2002 ambayo hueneza lebo za darasa kutoka kwa seti ndogo ya nodi zenye lebo hadi seti kubwa ya nodi zisizo na lebo kwa kueneza taarifa za lebo mara kwa mara kando ya kingo za grafu ya kufanana, ikitumia muundo wa kinyama wa data.

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Uenezaji wa Lebo
Mtandao wa Neti Nyingi z…Msitu NasibuUkusanyaji wa Kikundi kw…Kujifunza mtandaoni kwa…Ujifunzaji Ulioimarishwa…Self-supervised Active L…Mti wa Mti wa Kujifundis…Self-supervised Random F…Mashine ya Vektor Saidiz…Kujifunza kwa Kazi kwa N…

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Vyanzo

  1. Zhu, X., & Ghahramani, Z. (2002). Learning from labeled and unlabeled data with label propagation. Technical Report CMU-CALD-02-107, Carnegie Mellon University. link ↗
  2. Zhu, X., Ghahramani, Z., & Lafferty, J. (2003). Semi-supervised learning using Gaussian fields and harmonic functions. Proceedings of the 20th International Conference on Machine Learning (ICML-2003), pp. 912–919. link ↗
  3. Chapelle, O., Scholkopf, B., & Zien, A. (Eds.) (2006). Semi-Supervised Learning. MIT Press. ISBN: 978-0-262-03358-9

Jinsi ya kunukuu ukurasa huu

ScholarGate. (2026, June 3). Label Propagation (Graph-Based Semi-Supervised Learning). ScholarGate. https://scholargate.app/sw/machine-learning/label-propagation

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Imerejelewa na

Kujifunza mtandaoni kwa nusu-usimamiziUjifunzaji Ulioimarishwa Nusu-SimamiaSelf-supervised Active LearningMti wa Mti wa Kujifundisha PekeeSelf-supervised Random ForestMashine ya Vektor Saidizi Inayojisimamia YenyeweKujifunza kwa Kazi kwa Nusu-UsimamiziSheria za Chama cha Semi-zilizosimamiwaMchanganyiko wa Nusu-msaadaSemi-supervised BoostingMti wa Maamuzi wa Nusu-MsimamiziSemi-supervised Doc2VecKielelezo cha Mchanganyiko wa Gaussian chenye Usimamizi KidogoMtandao wa Neural wa Grafu wa Nusu-MsimamiziUjifundishaji wa Nusu-Nusu wa Majirani-K-KaribuUchambuzi wa Regresi ya Laini yenye Nusu-UsimamiziSemi-supervised Logistic RegressionKujifunza Mtandaoni kwa Nusu-UsimamiziRandom Forest ya Nusu-MsimamiziMkusanyiko wa Kuweka Tabaka Nusu-SimamiziMashine ya Vektor Saidizi Nusu-SimamiziKujifunza kwa Kuhamisha kwa Nusu-SimamiziXGBoost ya Nusu-SimamiziMtandao wa Mawasiliano wa Kina wenye Usimamizi dhaifu (WS-GNN)

Umeona tatizo kwenye ukurasa huu? Ripoti au pendekeza marekebisho →

ScholarGate — Label Propagation (Label Propagation (Graph-Based Semi-Supervised Learning)). Imepatikana 2026-06-15 kutoka https://scholargate.app/sw/machine-learning/label-propagation · Seti ya data: https://doi.org/10.5281/zenodo.20539026