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New learning paradigms in soft computing - MaRDI portal

New learning paradigms in soft computing (Q5950825)

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scientific article; zbMATH DE number 1682874
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English
New learning paradigms in soft computing
scientific article; zbMATH DE number 1682874

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    New learning paradigms in soft computing (English)
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    17 December 2001
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    The articles of this volume will be reviewed individually. Indexed articles: \textit{Yang, H. H.; Amari, S.}, Statistical learning by natural gradient descent, 1-29 [Zbl 0987.68058] \textit{Pedrycz, Witold}, Granular networks and granular learning, 30-54 [Zbl 0987.68059] \textit{Kaburlasos, V. G.; Petridis, V.}, Learning and decision-making in the framework of fuzzy lattices, 55-96 [Zbl 0987.68060] \textit{Bontempi, G.; Birattari, M.; Bersini, H.}, Lazy learning: A logical method for supervised learning, 97-136 [Zbl 0987.68061] \textit{Hasenjäger, M.; Ritter, H.}, Active learning in neural networks, 137-169 [Zbl 0987.68062] \textit{Sun, Ron}, Knowledge extraction from reinforcement learning, 170-180 [Zbl 0987.68063] \textit{Jouffe, Lionel}, Reinforcement learning for fuzzy agents: Application to a pighouse environment control, 181-230 [Zbl 0987.68064] \textit{Hoffmann, Achim}, Performance comparisions of neural networks and machine learning techniques: A critical assessment of the methodology, 231-250 [Zbl 0987.68065] \textit{Pedrycz, Witold; Szczepaniak, Piotr S.}, Digital systems design through learning, 251-275 [Zbl 1001.68103] \textit{Cios, Krzysztof J.; Kurgan, Łukasz A.}, Hybrid inductive machine learning: An overview of CLIP algorithms, 276-322 [Zbl 0987.68066] \textit{Kacprzyk, Janusz; Szkatuła, Grażyna}, An integer programming approach to inductive learning using genetic and greedy algorithms, 323-367 [Zbl 1001.68104] \textit{Verikas, A.; Gelzinis, A.; Malmqvist, K.}, Using unlabeled data for learning classification problems, 368-403 [Zbl 1001.68105] \textit{Grzymała-Busse, Jerzy W.; Goodwin, Linda K.; Grzymała-Busse, Witold J.; Zheng, Xinqun}, Problems of rule induction from preterm birth data, 404-418 [Zbl 1001.68523] \textit{Fernández-Baizán, María C.; Menasalvas Ruiz, Ernestina; Martínez Sarrías, Juan Francisco}, Reduction of discriminant rules based on frequent item set calculation, 419-438 [Zbl 1001.68037] \textit{Wierzchoń, Sławomir T.}, Deriving a concise description of non-self patterns in an artificial immune system, 439-464 [Zbl 1001.68106]
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    Learning paradigms
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    Soft computing
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