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1.Fuzzy rough set based incremental attribute reduction from dynamic data with sample arriving

作者：Yanyan Yang^a ; ^c ; ^{hrsinbba@163.com} ; Degang Chen^b ; Hui Wang^c ; Eric C.C. Tsang^d ; Deli Zhang^e

关键词：Fuzzy rough set ; Attribute reduction ; Incremental learning ; Dynamic data ; Relative discernibility relation

刊名：Fuzzy Sets and Systems

出版年：2017

2.Allocation of emission permits in large data sets: a robust multi-criteria approach

作者：Xiang Ji^a ; ^b ; ^c ; ^{xxj150630@utdallas.edu} ; Jiasen Sun^a ; ^{jiasen@suda.edu.cn} ; Yaoyu Wang^a ; ^{wangyaoyu@suda.edu.cn} ; Qianqian Yuan^b ; ^d ; ^{qyuan2@gmu.edu}

关键词：Allocation of emission permits (AEP) ; Large data set ; Robust ; Multi-criteria ; Data envelopment analysis (DEA)

刊名：Journal of Cleaner Production

出版年：2017

3.PSO-based method for SVM classification on skewed data sets

作者：Jair Cervantes^a ; ^{jcervantesc@uaemex.mx}Author Vitae ; Farid Garcia-Lamont^a ; ^{fglamont@gmail.com}Author Vitae ; Lisbeth Rodriguez^b ; ^{lisbethr08@gmail.com}Author Vitae ; Asdrú ; bal Ló ; pez^c ; ^{asdrubalchau@gmail.com}Author Vitae ; José ; Ruiz Castilla^a ; ^{jsergioruizc@gmail.com}Author Vitae ; Adrian Trueba^a ; ^{atruebae@hotmail.com}Author Vitae

关键词：Skew data sets ; SVM ; Hybrid algorithms

刊名：Neurocomputing

出版年：2017

4.An overview on the roles of fuzzy set techniques in big data processing: Trends, challenges and opportunities

作者：Hai Wang^a ; ^{wanghai17@sina.com} ; Zeshui Xu^a ; ^b ; ^{xuzeshui@263.net} ; Witold Pedrycz^c ; ^d ; ^e ; ^{wpedrycz@ualberta.ca}

关键词：Big data ; Data-intensive science ; Fuzzy sets ; Fuzzy logic ; Granular computing

刊名：Knowledge-Based Systems

出版年：2017

5.Set-membership estimation from poor quality data sets: Modelling ammonia volatilisation in flooded rice systems

作者：K. Nurulhuda^a ; ^b ; ^{k_nurulhuda@upm.edu.my} ; ^{nurulhuda.khairudin@gmail.com} ; P.C. Struik^c ; ^{paul.struik@wur.nl} ; K.J. Keesman^b ; ^{karel.keesman@wur.nl}

关键词：Set-membership approach ; Bounded-error ; Parameter estimation ; Uncertainty analysis ; Model calibration ; Ammonia volatilisation ; Flooded rice

刊名：Environmental Modelling & Software

出版年：2017

6.Feature selection and approximate reasoning of large-scale set-valued decision tables based on α-dominance-based quantitative rough sets

作者：Hong-Ying Zhang ; ^{zhyemily@mail.xjtu.edu.cn" class="auth_mail" title="E-mail the corresponding author} ; Shu-Yun Yang ^{yangshuyun2009125@163.com" class="auth_mail" title="E-mail the corresponding author}

关键词：Set-valued decision tables ; α-dominance relation ; Quantitative rough sets ; Feature selection ; Approximate reasoning ; Disjunctive ; Conjunctive

刊名：Information Sciences

出版年：2017

7.Local multigranulation decision-theoretic rough sets

作者：Yuhua Qian^a ; ^b ; ^{jinchengqyh@126.com} ; Xinyan Liang^a ; ^b ; ^{xinyanliang@email.sxu.edu.cn} ; Guoping Lin^c ; ^{guoplin@163.com} ; Qian Guo^a ; ^b ; ^{czguoqian@163.com} ; Jiye Liang^b ; ^{ljy@sxu.edu.cn}

关键词：Decision-theoretic rough set ; Limited labeled data ; Local rough set ; Multigranulation ; Rough set

刊名：International Journal of Approximate Reasoning

出版年：2017

8.Formalization and web-based implementation of spatial data fusion

作者：Stefan Wiemann ^{stefan.wiemann@tu-dresden.de}

关键词：Data fusion ; Set Theory ; Spatial Data Infrastructure ; Service Composition ; Geoprocessing pattern

刊名：Computers & Geosciences

出版年：2017

9.Development of a gridded climate data tool for the COordinated Regional climate Downscaling EXperiment data

作者：Byoung Hyun Yoo^a ; Kwang Soo Kim^a ; ^b ; ^{luxkwang@snu.ac.kr}

关键词：CCC ; concordance correlation coefficient ; CDSL ; CORDEX Data Support Library ; CORDEX ; COordinated Regional climate Downscaling EXperiment ; ET0 ; reference evapotranspiration ; GrADS ; Grid Analysis and Display System ; HadGEM3-RA ; Hadley center Global Environmental Model version 3-Regional climate model ; MAM ; March-April-May ; netCDF ; network common data form ; RCM ; regional climate model ; RCP ; representative concentration pathway ; RegCM4 ; NCAR&rsquo ; s Regional Climate Model version 4 ; RMSE ; root mean

刊名：Computers and Electronics in Agriculture

出版年：2017

10.Ensemble of feature selection methods: A hesitant fuzzy sets approach

作者：Mohammad Kazem EbrahimpourAuthor Vitae ; Mahdi Eftekhari ; ^{m.eftekhari@uk.ac.ir}Author Vitae

关键词：Hesitant fuzzy sets ; Feature selection ; High dimensional datasets ; Big data ; Imbalanced datasets ; Microarray datasets

刊名：Applied Soft Computing

出版年：2017

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