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Fuzzy inference systems for synthetic monthly inflow time series generation 月流入时间序列合成的模糊推理系统
EUSFLAT Conf. Pub Date : 2011-08-06 DOI: 10.2991/eusflat.2011.111
I. Luna, R. Ballini, S. Soares, Donato da Silva-Filho
{"title":"Fuzzy inference systems for synthetic monthly inflow time series generation","authors":"I. Luna, R. Ballini, S. Soares, Donato da Silva-Filho","doi":"10.2991/eusflat.2011.111","DOIUrl":"https://doi.org/10.2991/eusflat.2011.111","url":null,"abstract":"Inflow data plays an important role in water and energy resources planning and management. In general, due to the limited availability of historical inflow data, synthetic streamflow time series have been widely used for several applications such as mid- and long-term hydropower scheduling and the identification of hydrological processes. This paper explores the use of fuzzy inference systems for the identification of two hydrological processes, and its use in the generation of synthetic monthly inflow sequences. Experiments using Brazilian monthly records show that fuzzy systems provide a promising approach for synthetic streamflow time series generation.","PeriodicalId":403191,"journal":{"name":"EUSFLAT Conf.","volume":"95 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-08-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128742183","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 5
A proposal of using fuzzy system to integrate scores of Health and Environment: a case study at Brazil 运用模糊系统整合健康与环境评分的建议:以巴西为例
EUSFLAT Conf. Pub Date : 2011-08-06 DOI: 10.2991/eusflat.2011.75
D. Canavese, N. Ortega
{"title":"A proposal of using fuzzy system to integrate scores of Health and Environment: a case study at Brazil","authors":"D. Canavese, N. Ortega","doi":"10.2991/eusflat.2011.75","DOIUrl":"https://doi.org/10.2991/eusflat.2011.75","url":null,"abstract":"The growth of cities, climate change, biomes degradation, disease and social issues influence the views of life quality and health of populations. The characteristics of health and environment are usually measured with different and disconnected indicators. However, the importance of working with those two aspects in a joined way is every time larger. In this paper it is presented a fuzzy rule-based system to aggregate measures of population health and environment in order to produce an integrate index. This fuzzy index was applied to all states of Brazil and the results were in agreement with the expected.","PeriodicalId":403191,"journal":{"name":"EUSFLAT Conf.","volume":"28 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-08-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128482991","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Determining the accuracy in image supervised classification problems 确定图像监督分类问题的准确性
EUSFLAT Conf. Pub Date : 2011-08-06 DOI: 10.2991/eusflat.2011.103
D. Gómez, J. Montero
{"title":"Determining the accuracy in image supervised classification problems","authors":"D. Gómez, J. Montero","doi":"10.2991/eusflat.2011.103","DOIUrl":"https://doi.org/10.2991/eusflat.2011.103","url":null,"abstract":"A large number of accuracy measures for crisp supervised classification have been developed in supervised image classification literature. Overall accuracy, Kappa index, Kappa location, Kappa histo and user accuracy are some well-known examples. In this work, we will extend and analyze some of these measures in a fuzzy framework to be able to measure the goodness of a given classifier in a supervised fuzzy classification system with fuzzy reference data. In addition with this, the measures here defined also take into account the preferences of the decision maker in order to differentiate some errors that must not be considered equal in the classification process.","PeriodicalId":403191,"journal":{"name":"EUSFLAT Conf.","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-08-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116970616","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 38
Unended Reflections on Family Resemblance and Predicates Linguistic Migration 关于家族相似性与语言迁移的无尽思考
EUSFLAT Conf. Pub Date : 2011-08-06 DOI: 10.2991/eusflat.2011.121
I. García-Honrado, E. Trillas
{"title":"Unended Reflections on Family Resemblance and Predicates Linguistic Migration","authors":"I. García-Honrado, E. Trillas","doi":"10.2991/eusflat.2011.121","DOIUrl":"https://doi.org/10.2991/eusflat.2011.121","url":null,"abstract":"This paper takes into account the Wittgenstein’s idea of family resemblance as a particular crisp relation between some fuzzy sets, that is, between some representations of predicates use from its use. It is shown that all uses of the same predicate actually do have some kind of family resemblance, that some pairs of predicates cannot, and how the predicates migration between different universes of discourse can be related with family resemblance. A possibility of sketching all that through Galois Connections is also considered.","PeriodicalId":403191,"journal":{"name":"EUSFLAT Conf.","volume":"59 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-08-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116149553","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 4
Generation of fuzzy edge images using trapezoidal membership functions 利用梯形隶属函数生成模糊边缘图像
EUSFLAT Conf. Pub Date : 2011-08-06 DOI: 10.2991/eusflat.2011.73
C. López-Molina, H. Bustince, Javier Fernández, B. Baets
{"title":"Generation of fuzzy edge images using trapezoidal membership functions","authors":"C. López-Molina, H. Bustince, Javier Fernández, B. Baets","doi":"10.2991/eusflat.2011.73","DOIUrl":"https://doi.org/10.2991/eusflat.2011.73","url":null,"abstract":"The fuzzy representation of the edges has been widely studied in dierent works. Generally, for each pixel, the authors use membership degrees linearly proportional to the magnitude of the gradient at that position of the image. This would be equivalent to using a triangular membership functions on the gradient magnitude. In this work we study the use of parametric functions in the transformation of the gradient images into fuzzy sets. The results obtained with dierent parametrical functions are studied using Baddeley’s Delta Metric.","PeriodicalId":403191,"journal":{"name":"EUSFLAT Conf.","volume":"51 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-08-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114611573","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 6
Statistical analysis of a smoothing filter based on fuzzy transform 基于模糊变换的平滑滤波器的统计分析
EUSFLAT Conf. Pub Date : 2011-08-06 DOI: 10.2991/eusflat.2011.27
M. Holčapek, T. Tichý
{"title":"Statistical analysis of a smoothing filter based on fuzzy transform","authors":"M. Holčapek, T. Tichý","doi":"10.2991/eusflat.2011.27","DOIUrl":"https://doi.org/10.2991/eusflat.2011.27","url":null,"abstract":"The paper is devoted to the smoothing of discrete functions using the fuzzy transform (shortly, Ftransform) introduced by Perfilieva in [1]. We generalize a smoothing filter based on the fuzzy transform proposed in [2] to obtain a better control on the smoothed functions. For this purpose, a generalization of the concept of fuzzy partition is suggested and the smoothing filter is defined as a combination of the direct discrete F-transform and a slightly modified inverse continuous F-transform. Statistical properties including the description of the white noise reduction and the asymptotic expression of Bias and Var are investigated and discussed.","PeriodicalId":403191,"journal":{"name":"EUSFLAT Conf.","volume":"40 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-08-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114924065","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Some preliminary reflections on the epistemology of Computational Theory of Perceptions 关于知觉计算论认识论的一些初步思考
EUSFLAT Conf. Pub Date : 2011-08-06 DOI: 10.2991/eusflat.2011.21
C. Barroso, G. Triviño
{"title":"Some preliminary reflections on the epistemology of Computational Theory of Perceptions","authors":"C. Barroso, G. Triviño","doi":"10.2991/eusflat.2011.21","DOIUrl":"https://doi.org/10.2991/eusflat.2011.21","url":null,"abstract":"The impressive practical applications is one of the main reasons of success of Fuzzy Logic. The Computational Theory of Perceptions (CTP) is an extension of this theory that has not yet reached the same level of applicability. We believe that a review of the fundamentals of CTP from a epistemological perspective would provide useful insights to contribute to energize its development. This is a very preliminary paper where we make some reflections on epistemological aspects of CTP. We have used three representative Zadeh’s papers to extract a set of relevant sentences describing CTP. Then, we analyzed this corpus of information from various epistemological points of view to obtain some provisional conclusions.","PeriodicalId":403191,"journal":{"name":"EUSFLAT Conf.","volume":"268 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-08-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126612755","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
M-Estimator induced Fuzzy Clustering Algorithms m估计诱导模糊聚类算法
EUSFLAT Conf. Pub Date : 2011-08-06 DOI: 10.2991/eusflat.2011.132
R. Winkler, F. Klawonn, R. Kruse
{"title":"M-Estimator induced Fuzzy Clustering Algorithms","authors":"R. Winkler, F. Klawonn, R. Kruse","doi":"10.2991/eusflat.2011.132","DOIUrl":"https://doi.org/10.2991/eusflat.2011.132","url":null,"abstract":"M-estimators can be seen as a special case of robust clustering algorithms. In this paper, we present the reversed direction and show that clustering algorithms can be constructed by using M-estimators. A clever normalization is used to link the values of several M-estimator prototypes together in one clustering algorithm. A variety of M-estimators and several normalization strategies are used in 4 data sets to present their dierences and properties. The results are evaluated using 5 dierent clustering validation indices.","PeriodicalId":403191,"journal":{"name":"EUSFLAT Conf.","volume":"88 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-08-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127477744","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
One Image Reduction Algorithm for RGB Color Images RGB彩色图像的一种图像约简算法
EUSFLAT Conf. Pub Date : 2011-08-06 DOI: 10.2991/eusflat.2011.92
D. Paternain, A. Jurio, M. Pagola, H. Bustince, G. Beliakov
{"title":"One Image Reduction Algorithm for RGB Color Images","authors":"D. Paternain, A. Jurio, M. Pagola, H. Bustince, G. Beliakov","doi":"10.2991/eusflat.2011.92","DOIUrl":"https://doi.org/10.2991/eusflat.2011.92","url":null,"abstract":"We investigate the problem of combining or aggregating several color values given in coding scheme RGB. For this reason, we study the problem of averaging values on lattices, and in particular on discrete product lattices. We study the arithemtic mean and the median on product lattices. We apply these aggregation functions in image reduction and we present a new algorithm based on the minimization of penalty functions on discrete product lattices.","PeriodicalId":403191,"journal":{"name":"EUSFLAT Conf.","volume":"1206 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-08-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124095330","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Fuzzy fractional differential equations with Nagumo and Krasnoselskii-Krein condition 具有Nagumo和Krasnoselskii-Krein条件的模糊分数阶微分方程
EUSFLAT Conf. Pub Date : 2011-08-06 DOI: 10.2991/eusflat.2011.39
T. Allahviranloo, S. Abbasbandy, S. Salahshour
{"title":"Fuzzy fractional differential equations with Nagumo and Krasnoselskii-Krein condition","authors":"T. Allahviranloo, S. Abbasbandy, S. Salahshour","doi":"10.2991/eusflat.2011.39","DOIUrl":"https://doi.org/10.2991/eusflat.2011.39","url":null,"abstract":"In this paper, we consider two new uniqueness results for fuzzy fractional differential equations (FFDEs) involving Riemann-Liouville generalized H-differentiability with the Nagumo-type condition and the Krasnoselskii-Krein-type condition. To this purpose, the equivalent integral forms of FFDEs are determined and then these are used to study the convergence of the Picard successive approximations.","PeriodicalId":403191,"journal":{"name":"EUSFLAT Conf.","volume":"183 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-08-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122046513","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 18
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