標(biāo)題: Titlebook: Interpretability Issues in Fuzzy Modeling; Jorge Casillas,Oscar Cordón,Luis Magdalena Book 2003 Springer-Verlag Berlin Heidelberg 2003 aut [打印本頁] 作者: Goiter 時(shí)間: 2025-3-21 18:59
書目名稱Interpretability Issues in Fuzzy Modeling影響因子(影響力)
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書目名稱Interpretability Issues in Fuzzy Modeling讀者反饋
書目名稱Interpretability Issues in Fuzzy Modeling讀者反饋學(xué)科排名
作者: 沖擊力 時(shí)間: 2025-3-21 23:10 作者: Essential 時(shí)間: 2025-3-22 03:51 作者: 獨(dú)輪車 時(shí)間: 2025-3-22 06:42
Simplification and reduction of fuzzy rulesThis chapter addresses rule base complexity in fuzzy models obtained from data. Data-driven fuzzy modeling is introduced, and two main approaches to complexity reduction in fuzzy rule-based models are presented: Similarity-driven rule base simplification, and rule reduction with orthogonal transforms.作者: 痛打 時(shí)間: 2025-3-22 10:26
Jorge Casillas,Oscar Cordón,Luis MagdalenaFocused on interpretability in fuzzy models.Reader will acquire a deep knowledge on practical topics such as system identification with fuzzy systems and interpretability.State of the art on the trade作者: 鉗子 時(shí)間: 2025-3-22 13:07
Studies in Fuzziness and Soft Computinghttp://image.papertrans.cn/i/image/472697.jpg作者: 愛國(guó)者 時(shí)間: 2025-3-22 19:36
t (Electronic Commerce). Au?erdem beinhaltet die neue Auflage eine übersicht zu der Rechtsquelle des Europ?ischen Gemeinschaftsrechts und den daraus resultierenden grunds?tzlichen Rechtswirkungen für das deutsche (Zivil-)Recht.."Einführung in das Bürgerliche Recht" richtet sich an Studenten der Rech作者: agitate 時(shí)間: 2025-3-22 23:31
t (Electronic Commerce). Au?erdem beinhaltet die neue Auflage eine übersicht zu der Rechtsquelle des Europ?ischen Gemeinschaftsrechts und den daraus resultierenden grunds?tzlichen Rechtswirkungen für das deutsche (Zivil-)Recht.."Einführung in das Bürgerliche Recht" richtet sich an Studenten der Rech作者: Banquet 時(shí)間: 2025-3-23 01:39
N. Xiong,L. Litzaben eine Neuauflage erforderlich gemacht. Gekennzeichnet sind diese ?nderungen auch von dem Einfluss des Europarechts auf das nationale Zivilrecht und der weiteren Digitalisierung aller Lebensbereiche. Hervorzuheben ist die Neuordnung des Widerrufsrechts, was u.a. F?lle im Kontext zu Amazon und Eba作者: Neolithic 時(shí)間: 2025-3-23 08:06 作者: 冬眠 時(shí)間: 2025-3-23 13:02
Magne Setnesben, der Friesischen Akademie in Leeuwarden und des Friesischen Instituts der Universit?t Groningen. Die erstere widmet sich besonders der Erforschung des modernen Friesisch (Zeitschrift: ?It Beaken? 1939ff.), w?hrend das Friesische Institut das Altfriesische und das ?ltere Neuwestfriesische bearbei作者: Definitive 時(shí)間: 2025-3-23 17:50 作者: Nutrient 時(shí)間: 2025-3-23 20:48
Javier G. Marín-Blázquez,Qiang Shenle Zivilrecht und der weiteren Digitalisierung aller Lebensbereiche. Hervorzuheben ist die Neuordnung des Widerrufsrechts, was u.a. F?lle im Kontext zu Amazon und Eba978-3-658-08031-0978-3-658-08032-7作者: CREEK 時(shí)間: 2025-3-24 02:14
Thomas Sudkamp,Aaron Knapp,Jon Knappholung ab. So richtet sich dieses Buch insbesondere an Bachelorstudenten in den F?chern Wirtschaftsinformatik, BWL und Informatik. .978-3-662-44328-6978-3-662-44329-3Series ISSN 0937-7433 Series E-ISSN 2512-5214 作者: 碳水化合物 時(shí)間: 2025-3-24 05:47
Yeung Yam,Chi Tin Yang,Péter Baranyiholung ab. So richtet sich dieses Buch insbesondere an Bachelorstudenten in den F?chern Wirtschaftsinformatik, BWL und Informatik. .978-3-662-44328-6978-3-662-44329-3Series ISSN 0937-7433 Series E-ISSN 2512-5214 作者: Graphite 時(shí)間: 2025-3-24 08:11
Jorge Casillas,Oscar Cordón,Francisco Herrera,Luis Magdalena作者: 功多汁水 時(shí)間: 2025-3-24 14:37 作者: Malleable 時(shí)間: 2025-3-24 15:12
Janos Abonyi,Hans Roubos,Robert Babuska,Ferenc Szeifert作者: 不可思議 時(shí)間: 2025-3-24 19:08 作者: cauda-equina 時(shí)間: 2025-3-24 23:24 作者: 倒轉(zhuǎn) 時(shí)間: 2025-3-25 06:50 作者: 寬大 時(shí)間: 2025-3-25 09:03
gelungsbereiche des Allgemeinen Teils des BGB, des Allgemeinen und des Besonderen Schuldrechts sowie diejenigen Teilgebiete aus dem Sachenrecht, die zum Verst?ndnis des Bürgerlichen Rechts notwendig sind. Das Wissen wird nicht rein abstrakt dargestellt, sondern schrittweise entwickelt und anhand zah作者: recession 時(shí)間: 2025-3-25 14:36
Javier G. Marín-Blázquez,Qiang Shenn den Lernerfolg.Dieses Lehrbuch vermittelt anschaulich und fundiert die Grundlagen und Zusammenh?nge des Bürgerlichen Rechts. Im Mittelpunkt stehen die wichtigsten Regelungsbereiche des Allgemeinen Teils des BGB, des Allgemeinen und des Besonderen Schuldrechts sowie diejenigen Teilgebiete aus dem S作者: Campaign 時(shí)間: 2025-3-25 17:39
N. Xiong,L. Litzegelungsbereiche des Allgemeinen Teils des BGB, des Allgemeinen und des Besonderen Schuldrechts sowie diejenigen Teilgebiete aus dem Sachenrecht, die zum Verst?ndnis des Bürgerlichen Rechts notwendig sind. Das Wissen wird nicht rein abstrakt dargestellt, sondern schrittweise entwickelt und anhand za作者: exercise 時(shí)間: 2025-3-25 20:55 作者: Inclement 時(shí)間: 2025-3-26 03:17
Magne Setnesen Friesen selbst als Teil der fries. Geschichte, Heimat- und Volkskunde. Dies gilt besonders für das westerlauwerssche Friesland, wo die heimatkundig interessierten Laien von alters her aktiv und zahlreich sind. Hiermit soll nicht gesagt werden, da? die beiden Kategorien ?Heimatforscher“ und ?Laien作者: 典型 時(shí)間: 2025-3-26 07:19
Thomas Sudkamp,Aaron Knapp,Jon Knapporbereitung von Professoren geeignet.Includes supplementary .Informationsgesellschaft, Information als Wettbewerbsfaktor, Informationsflut: Diese Stichworte verdeutlichen die unternehmerische und gesellschaftliche Bedeutung von Informationen. Doch nicht nur Information allein, sondern auch die Syste作者: 可以任性 時(shí)間: 2025-3-26 08:34 作者: 手勢(shì) 時(shí)間: 2025-3-26 16:25 作者: 生銹 時(shí)間: 2025-3-26 17:06 作者: Keshan-disease 時(shí)間: 2025-3-26 21:29
Identifying Flexible Structured Premises for Mining Concise Fuzzy Knowledgedata, a compact fuzzy rule base, to reach concise yet highly generalizing knowledge. For this purpose, we establish flexible structured premises of rules, allowing for not only canonical AND combinations of input fuzzy sets but also OR connectives of linguistic terms as well as incomplete compositio作者: NAV 時(shí)間: 2025-3-27 01:11
A Multiobjective Genetic Learning Process for joint Feature Selection and Granularity and Contexts Lautomatically learn the whole Data Base definition using a non linear scaling function to adapt the fuzzy partition contexts and determining an appropiate granularity for each of them. An ad-hoc data covering learning method is considered to obtain the Rule Base. The method uses a multiobjective gen作者: charisma 時(shí)間: 2025-3-27 08:59 作者: 字形刻痕 時(shí)間: 2025-3-27 13:28 作者: EPT 時(shí)間: 2025-3-27 16:55
A new method for inducing a set of interpretable fuzzy partitions and fuzzy inference systems from dmber of rules should be small, and incomplete rules have to be handled. An incomplete rule is a rule defined only by a few variables. The presence of incomplete rules reflects the fact that all the variables do not have the same importance for all rules..We propose a new method for learning a fuzzy 作者: cochlea 時(shí)間: 2025-3-27 18:10 作者: ANTIC 時(shí)間: 2025-3-28 01:14
Interpretability in Multidimensional Classification the model itself can undermine the interpretability of this information. This chapter introduces metrics quantifying the information flow between inputs, feature dimensions and output classes. These metrics are used to estimate the contribution of individual input features to a fuzzy classification作者: 性滿足 時(shí)間: 2025-3-28 05:38
Interpretable Semi-Mechanistic Fuzzy Models by Clustering, OLS and FIS Model Reductiondels are hybrid models that consist of a white box structure based on mechanistic relationships and black-box substructures to model less defined parts. First, it is shown that certain type of white-box models can be efficiently incorporated into a Takagi-Sugeno fuzzy rule structure. Next, the propo作者: Folklore 時(shí)間: 2025-3-28 07:10 作者: 口訣 時(shí)間: 2025-3-28 12:25
Effect of Rule Representation in Rule Base Reductiontheir interpretability. The effectiveness of rule merging depends upon the underlying system, the learning algorithm, and the type of rule. In this paper we examine the ability to merge rules using variations of Mamdani and Takagi-Sugeno-Kang style rules. The generation of the rule base is a two par作者: 壓倒性勝利 時(shí)間: 2025-3-28 17:03
Singular Value-Based Fuzzy Reduction With Relaxed Normality Conditionthe rule consequents and eliminates the weak and redundant components according to the magnitudes of the resulting singular values. The number of reduced rules as resulted depends on the number of singular values retained in the process. Conditions of sum normalization (SN), non-negativeness (NN) an作者: Horizon 時(shí)間: 2025-3-28 19:12
Book 2003 automatic classification, long-term prediction, or medical and engineering analysis. The research developed in the topic during the last two decades has been mainly focused on exploiting the fuzzy model flexibility to obtain the highest accuracy. This approach usually sets aside the interpretabilit作者: 斗爭(zhēng) 時(shí)間: 2025-3-29 01:26 作者: GREG 時(shí)間: 2025-3-29 05:39
A Multiobjective Genetic Learning Process for joint Feature Selection and Granularity and Contexts Liate granularity for each of them. An ad-hoc data covering learning method is considered to obtain the Rule Base. The method uses a multiobjective genetic algorithm in order to obtain a good trade-off between accuracy and interpretability.作者: 攝取 時(shí)間: 2025-3-29 07:55
Constrained Optimization of Fuzzy Decision Treestions on input variable domains. The membership functions are automatically placed thanks to an evolutionary strategy. We propose also a heuristics in order to find a sub-optimal structure of the tree.作者: anniversary 時(shí)間: 2025-3-29 11:41 作者: gain631 時(shí)間: 2025-3-29 19:00 作者: bacteria 時(shí)間: 2025-3-29 21:47
A new method for inducing a set of interpretable fuzzy partitions and fuzzy inference systems from depresented by a group of rules. The simplification tolerates some loss of accuracy while being guided by indices complementary to the usual numerical performance index..The proposed approach is applied to a rice quality evaluation problem.作者: 瑪瑙 時(shí)間: 2025-3-30 01:24
Effect of Rule Representation in Rule Base Reductionduce fuzzy models of acceptable precision with a small number of rules. A set of experiments has been performed to compare the effect of the rule representation on the ability to reduce the number of rules and on the precision of the resulting models.作者: Leaven 時(shí)間: 2025-3-30 05:04
Extracting Linguistic Fuzzy Models from Numerical Data-AFRELI Algorithmented with the use of the Fu Zion algorithm created to merge consecutive membership functions while guar anteeing the distinguishability between fuzzy sets. Examples of function approximations and modeling of industrial data are presented as application examples.作者: 無王時(shí)期, 時(shí)間: 2025-3-30 11:45
Interpretability in Multidimensional Classification task without making explicit use of the data underlying the model. Application of these techniques to a speech classification problem shows that significant reduction in the model dimensionality can be achieved with minimal accuracy loss.作者: 象形文字 時(shí)間: 2025-3-30 13:58 作者: 典型 時(shí)間: 2025-3-30 18:53
A Feature Ranking Algorithm for Fuzzy Modelling Problemsustering. We propose the application of the Sequential Backward Selection (SBS) search method to determine the feature ranking by means of different criterion functions. We examined the proposed method and the criterion functions through a comparative analysis.作者: 巧辦法 時(shí)間: 2025-3-30 22:52
Trade-off between approximation accuracy and complexity: TS controller design via HOSVD based complekly contributing ones according to a given threshold. Reducing the number of local models leads directly to complexity reduction. The explicit form in this paper for the proposed reduction can also be applied on polytopic model approximation methods. A detailed illustrative example of a non-linear dynamic model is also given.作者: FRAX-tool 時(shí)間: 2025-3-31 02:05
Singular Value-Based Fuzzy Reduction With Relaxed Normality Conditionlity (RNO) condition is presented to enhance the interpretability of membership functions in situations where the NO condition cannot be strictly satisfied. The price to pay is an increase in the number of reduced rules and errors.
