標(biāo)題: Titlebook: Reverse Clustering; Formulation, Interpr Jan W. Owsiński,Jaros?aw Stańczak,Janusz Kacprzyk Book 2021 The Editor(s) (if applicable) and The [打印本頁] 作者: 信賴 時間: 2025-3-21 17:36
書目名稱Reverse Clustering影響因子(影響力)
書目名稱Reverse Clustering影響因子(影響力)學(xué)科排名
書目名稱Reverse Clustering網(wǎng)絡(luò)公開度
書目名稱Reverse Clustering網(wǎng)絡(luò)公開度學(xué)科排名
書目名稱Reverse Clustering被引頻次
書目名稱Reverse Clustering被引頻次學(xué)科排名
書目名稱Reverse Clustering年度引用
書目名稱Reverse Clustering年度引用學(xué)科排名
書目名稱Reverse Clustering讀者反饋
書目名稱Reverse Clustering讀者反饋學(xué)科排名
作者: handle 時間: 2025-3-21 23:42 作者: 2否定 時間: 2025-3-22 04:20
Summary and Conclusions,rough this paradigm.? We indicate some of the most striking results, involving both the “perfect fit” cases and the extensibility to other, similar datasets, but also the cases, in which only qualitatively similar structures could be recovered. For the latter, we bring out an example, when such a result leads to far-reaching conclusions.作者: largesse 時間: 2025-3-22 05:24 作者: 自愛 時間: 2025-3-22 09:25 作者: graphy 時間: 2025-3-22 15:09
The Road Traffic Data,ek. Reverse clustering is applied to verify this classification, with a robust, but also somewhat surprising effect: a different classification appears?to be proposed by the results from the reverse clustering.作者: 數(shù)量 時間: 2025-3-22 17:05
The Chemicals in the Natural Environment,rried out to possibly reconstruct this partition on the basis of either all four elements or only the two that were not taken as basis for identifying this initial partition. The results of this reconstruction are strikingly precise.作者: 神化怪物 時間: 2025-3-23 01:13 作者: CIS 時間: 2025-3-23 03:16
The Concept of Reverse Clustering, a given set of data. We give some examples of such real-life problems. The reverse clustering problem is formulated, and its component parts described, i.e. the clustering algorithms considered, their parameters, the weighing or selection of variables, characterising the data items, the definition 作者: 壓倒 時間: 2025-3-23 06:34 作者: 財政 時間: 2025-3-23 10:52
Case Studies: An Introduction,resent book—their short characterisation and the indication of the respective interpretations of the problems formulated and hence also of the results obtained, in the vein of the framework, introduced in the preceding chapters. These cases include the road traffic data, the environmental contaminat作者: CLASH 時間: 2025-3-23 16:25
The Road Traffic Data,g one hour, and the data items (“objects” or “observations”) are individual days, characterised, therefore, by 24 numbers each. These?observations have been classified according to the days of the week, since such daily traffic intensity profiles are deemed to primarily depend upon the day of the we作者: 大洪水 時間: 2025-3-23 21:32 作者: 高腳酒杯 時間: 2025-3-23 23:55
Administrative Units, Part I,ns. Thus, in this chapter the municipalities are considered, forming a province (several hundred units), first?with their formal?administrative categorisation into three types (urban, rural, and urban-rural). Reverse clustering is used here to attempt the reconstruction of this tripartite division o作者: 推延 時間: 2025-3-24 04:58
Administrative Units, Part II,ies)?in Poland.?However, the analysis concerns country-wide data, and not just single province or provinces, and is focussed on the initial partition of the set of municipalities, elaborated by the experts for planning purposes. This partition is a typology of municipalities, based on their function作者: 失望昨天 時間: 2025-3-24 09:06
Academic Examples,ore academic datasets, as compared to those presented before. The purpose was to analyse the characteristics of the reverse clustering approach for the cases, whose properties are either well known, or they can be easily derived just by visual inspection. Some of the characteristics of the reverse c作者: 確定的事 時間: 2025-3-24 13:44
Summary and Conclusions, broad spectrum of possible interpretations thereof, and hence a wide differentiation of the cases–issues, problems, situations–that can be treated through this paradigm.? We indicate some of the most striking results, involving both the “perfect fit” cases and the extensibility to other, similar da作者: 正式通知 時間: 2025-3-24 16:29
1860-949X utlier detection, feature selection, and even factor analysis as well as geometry of the data set. The book is useful for all those who look for new, nonconventional approaches to their data analysis problems..978-3-030-69361-9978-3-030-69359-6Series ISSN 1860-949X Series E-ISSN 1860-9503 作者: Bridle 時間: 2025-3-24 20:06
he description of a range of terms, to grow a better understanding and foster knowledge. Ensuring healthy lives and promoting the well-being for all at all ages is essential to sustainable development. Signific978-3-319-69627-0作者: Aids209 時間: 2025-3-25 03:03 作者: 使入迷 時間: 2025-3-25 03:47
Jan W. Owsiński,Jaros?aw Stańczak,Karol Opara,S?awomir Zadro?ny,Janusz Kacprzykhe description of a range of terms, to grow a better understanding and foster knowledge. Ensuring healthy lives and promoting the well-being for all at all ages is essential to sustainable development. Signific978-3-319-69627-0作者: 軍械庫 時間: 2025-3-25 11:12
Jan W. Owsiński,Jaros?aw Stańczak,Karol Opara,S?awomir Zadro?ny,Janusz Kacprzykhe description of a range of terms, to grow a better understanding and foster knowledge. Ensuring healthy lives and promoting the well-being for all at all ages is essential to sustainable development. Signific978-3-319-69627-0作者: 新字 時間: 2025-3-25 14:57 作者: 組成 時間: 2025-3-25 17:00
Administrative Units, Part I, functional types by the experts. These functional types (nine of them)?are no longer as well rendered by the reverse clustering, but their qualitative character is quite adequately represented in the partitions obtained. The problem in this case resides in the fact that the relatively homogeneous a作者: 細(xì)絲 時間: 2025-3-25 21:14
Administrative Units, Part II,as well as?constraints on the number of types, and, on the other hand, the fact that quite homogeneous and quasi-continuous population of administrative units? had to be divided up into separate types, which led to a high degree of arbitraryness. Anyway, the qualitative similarity of the obtained pa作者: Parameter 時間: 2025-3-26 03:55 作者: 有說服力 時間: 2025-3-26 05:18 作者: Ergots 時間: 2025-3-26 10:25
Jan W. Owsiński,Jaros?aw Stańczak,Karol Opara,S?awomir Zadro?ny,Janusz Kacprzyk, namely ".Ensure healthy livesand promote well-being for all at all ages." and contains the description of a range of terms, to grow a better understanding and foster knowledge. Ensuring healthy lives and promoting the well-being for all at all ages is essential to sustainable development. Signific作者: 破裂 時間: 2025-3-26 14:00
Jan W. Owsiński,Jaros?aw Stańczak,Karol Opara,S?awomir Zadro?ny,Janusz Kacprzyk, namely ".Ensure healthy livesand promote well-being for all at all ages." and contains the description of a range of terms, to grow a better understanding and foster knowledge. Ensuring healthy lives and promoting the well-being for all at all ages is essential to sustainable development. Signific作者: Mediocre 時間: 2025-3-26 17:25
Jan W. Owsiński,Jaros?aw Stańczak,Karol Opara,S?awomir Zadro?ny,Janusz Kacprzyk, namely ".Ensure healthy livesand promote well-being for all at all ages." and contains the description of a range of terms, to grow a better understanding and foster knowledge. Ensuring healthy lives and promoting the well-being for all at all ages is essential to sustainable development. Signific作者: 熟練 時間: 2025-3-26 22:28
Jan W. Owsiński,Jaros?aw Stańczak,Karol Opara,S?awomir Zadro?ny,Janusz Kacprzyk, namely ".Ensure healthy livesand promote well-being for all at all ages." and contains the description of a range of terms, to grow a better understanding and foster knowledge. Ensuring healthy lives and promoting the well-being for all at all ages is essential to sustainable development. Signific作者: nephritis 時間: 2025-3-27 02:05
Jan W. Owsiński,Jaros?aw Stańczak,Karol Opara,S?awomir Zadro?ny,Janusz Kacprzyk, namely ".Ensure healthy livesand promote well-being for all at all ages." and contains the description of a range of terms, to grow a better understanding and foster knowledge. Ensuring healthy lives and promoting the well-being for all at all ages is essential to sustainable development. Signific作者: 臥虎藏龍 時間: 2025-3-27 05:17 作者: 負(fù)擔(dān) 時間: 2025-3-27 12:26 作者: boisterous 時間: 2025-3-27 17:31 作者: 直覺沒有 時間: 2025-3-27 18:12
Jan W. Owsiński,Jaros?aw Stańczak,Karol Opara,S?awomir Zadro?ny,Janusz Kacprzykns, especially but not only in developing countries, intensify. Therefore, there is an increasing need to search for integrated solutions to make development more sustainable.?The United Nations has acknowledged the problem?and approved the “2030 Agenda for Sustainable Development”. On 1st January 2作者: FILLY 時間: 2025-3-28 00:32 作者: 啜泣 時間: 2025-3-28 04:01 作者: 羊欄 時間: 2025-3-28 09:48 作者: 通知 時間: 2025-3-28 11:32
Jan W. Owsiński,Jaros?aw Stańczak,Karol Opara,S?awomir Zadro?ny,Janusz Kacprzyknsively describes research, projects and practical action.Pr.The problems related to the process of industrialisation such as biodiversity depletion, climate change and a worsening of health and living conditions, especially but not only in developing countries, intensify. Therefore, there is an inc作者: 過剩 時間: 2025-3-28 16:43
Jan W. Owsiński,Jaros?aw Stańczak,Karol Opara,S?awomir Zadro?ny,Janusz Kacprzykns, especially but not only in developing countries, intensify. Therefore, there is an increasing need to search for integrated solutions to make development more sustainable.?The United Nations has acknowledged the problem?and approved the “2030 Agenda for Sustainable Development”. On 1st January 2作者: 瘋狂 時間: 2025-3-28 22:38 作者: 凹槽 時間: 2025-3-29 00:44 作者: 圖畫文字 時間: 2025-3-29 03:12
https://doi.org/10.1007/978-3-030-69359-6Computational Intelligence; Reverse Clustering; Cluster Analysis; Artificial Intelligence; Classificatio
