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標(biāo)題: Titlebook: Interpretability of Computational Intelligence-Based Regression Models; Tamás Kenesei,János Abonyi Book 2015 The Author(s) 2015 Fuzzy Logi [打印本頁]

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SpringerBriefs in Computer Sciencehttp://image.papertrans.cn/i/image/472700.jpg
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https://doi.org/10.1007/978-3-319-21942-4Fuzzy Logic; Fuzzy c-Regression Clustering; Hinging Hyperplanes; Model Interpretability; Model Predictiv
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Interpretability of Neural Networks,to support model-building procedures. However, based on the extracted information, model reduction and visualization could be done on the base model. The key idea is that the neural networks can be transformed into a fuzzy rule base where the rules can be analyzed, visualized, interpreted and even reduced.
作者: 灌溉    時間: 2025-3-22 23:38
Book 2015he basis of support vector regression..The authors demonstrate real-world use of the algorithms with examples taken from process engineering, and they support the text with downloadable Matlab code. The book is suitable for researchers, graduate students and practitioners in the areas of computational intelligence and machine learning..
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作者: 暫停,間歇    時間: 2025-3-23 08:14
Interpretability of Computational Intelligence-Based Regression Models
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作者: 慟哭    時間: 2025-3-23 16:34
Introduction,(ANNs) and fuzzy models, powerful and interpretable models can be developed. This introduction presents the motivation for handling these techniques in one integrated framework and describes the structure of the book.
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Interpretability of Hinging Hyperplanes,ely, the Gauss-Newton algorithm can be used to obtain the final nonlinear model [34]. Several application examples have also been published in the literature; e.g., it can be used in the identification of piecewise affine systems via mixed-integer programming [36], and this model also lends itself to forming hierarchical models [19].
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Emmanuel Muller,Uwe Gundrum,Knut Koschatzkyns (SPP) in thin metal films, a phenomenon which is?exploited in the design of a large variety of physico-chemical optical sensors. In this treatment, crucial materials aspects for design and optimization of SPR sensors are investigated and described in detail. The text?covers a?selection of nanomet
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Studies in the 1960s and 1970s,ulties. First, there has been such an explosion of research in the last 30 years that it is impossible to deal adequately with the history of all aspects and some degree of selection is essential. This inevitably means that some people will question the selection process and point to what they belie
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作者: 貞潔    時間: 2025-3-26 03:04
Problem-based learning in residency training and the tutorial process for training and education in neurosurgery,eaching” of the residents in neurosurgery. In these settings, the resident and fellow is typically expected to know the right answer. S/he learned a long time ago that it is best to stay silent if s/he does not know the answer, or is unsure of it, for s/he fears that s/he may blame himself when bein
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reference book for the chemical and physical properties of organic com- pounds. The prediction of these physical properties was the subject of the Beilstein workshop. The ability to predict physical properties is for several reasons of great interest to the Beilstein Institute. It is of primary impo
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Karen S. Buddnone other than Flash Gordon. These serials—three in all—based on Alex Raymond’s successful comic strip, offered viewers a potent mixture of wild imagination and exotic spectacle, portraying not just spaceships and ray guns—the hallmarks of space opera—but Hawkmen, Sharkmen, evil princesses, and other glittering interplanetary wonders.
作者: 陰謀    時間: 2025-3-26 15:44
,Evaluating Time Series Classification with?GAN-Generated Synthetic Data,rformance using five different classifiers, measuring accuracy and F1 score. Our findings reveal that GANs’ effectiveness in improving time series classification varies by dataset and architecture. Some GANs marginally enhanced accuracy and F1 scores, but this was not consistent across all models, with occasional performance declines.
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M. Benmbarek,F. Benzergua,A. Chakerrns” in Italy), but also Sauerkraut Westerns from Germany, Paella Westerns from Spain, Camembert Westerns from France, Chop Suey Westerns from Hong Kong, Curry Westerns from India, and “Borscht Westerns” from Russia (Frayling xix). In spite of such foreign interlopers, the American Western still enj
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Robert Gasch,Klaus Knothe,Robert Liebichsierung? Seit dem 19. Jahrhundert federte ein milieuf?rmiger Katholizismus die Folgen gesellschaftlicher S?kularisierung weitgehend ab. Davon ausgehend zeigt die Untersuchung jedoch, dass diese Strukturen bereits zur Zeit der Weimarer Republik deutlich an Integrationsf?higkeit verloren hatten. Plaus
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