標(biāo)題: Titlebook: Classification and Data Mining; Antonio Giusti,Gunter Ritter,Maurizio Vichi Conference proceedings 2013 Springer-Verlag Berlin Heidelberg [打印本頁] 作者: 驅(qū)逐 時(shí)間: 2025-3-21 18:12
書目名稱Classification and Data Mining影響因子(影響力)
書目名稱Classification and Data Mining影響因子(影響力)學(xué)科排名
書目名稱Classification and Data Mining網(wǎng)絡(luò)公開度
書目名稱Classification and Data Mining網(wǎng)絡(luò)公開度學(xué)科排名
書目名稱Classification and Data Mining被引頻次
書目名稱Classification and Data Mining被引頻次學(xué)科排名
書目名稱Classification and Data Mining年度引用
書目名稱Classification and Data Mining年度引用學(xué)科排名
書目名稱Classification and Data Mining讀者反饋
書目名稱Classification and Data Mining讀者反饋學(xué)科排名
作者: 滔滔不絕的人 時(shí)間: 2025-3-21 22:53 作者: 女上癮 時(shí)間: 2025-3-22 00:54
https://doi.org/10.1007/978-3-319-79029-9Test. A cut-off point separating the outliers from the other observations is identified through a graphical analysis of the information collected at each step of the Forward Search procedure; the Robust Forward . is the value of the classical . statistic at the cut-off point.作者: vanquish 時(shí)間: 2025-3-22 04:38
Security Problem and Solutions to M-commercedata is produced, it is easy to classify the rest of the data with reliable and stable results. The good performance of the approach is shown on a complex dataset coming from international trade data.作者: homeostasis 時(shí)間: 2025-3-22 10:07
Yimeei Guo,Dongsheng Yan,Weiwan Zhang in such a way that they break the independence in the table, but still they are not large enough to be easily spotted without statistical analysis. We study the change in the correspondence analysis row and column coordinates caused by the outliers and perform numerical analysis of the outlier coordinates.作者: nitroglycerin 時(shí)間: 2025-3-22 14:04
Timothy F. Slater,Coty B. Tatgeonsiderations. In both cases, we discuss the framework of CUB models introduced to analyse the ordinal responses by which people express their opinions. Specifically, the approach may be inserted as a useful routine in data mining area for improving the study of essential features supported by empirical evidence.作者: nitroglycerin 時(shí)間: 2025-3-22 17:54 作者: Sinus-Node 時(shí)間: 2025-3-22 21:30 作者: Addictive 時(shí)間: 2025-3-23 04:05 作者: 預(yù)知 時(shí)間: 2025-3-23 06:34 作者: ellagic-acid 時(shí)間: 2025-3-23 11:56
A Model-Based Approach for Qualitative Assessment in Opinion Miningonsiderations. In both cases, we discuss the framework of CUB models introduced to analyse the ordinal responses by which people express their opinions. Specifically, the approach may be inserted as a useful routine in data mining area for improving the study of essential features supported by empirical evidence.作者: 可觸知 時(shí)間: 2025-3-23 17:25 作者: 進(jìn)步 時(shí)間: 2025-3-23 21:02
Conference proceedings 2013 knowledge can be made available from data by clever use of data analysis methods. The volume is subdivided in three parts: Classification and Data Analysis; Data Mining; and?Applications. The selection of peer reviewed papers had been presented at a meeting of classification societies held in Flore作者: 羊齒 時(shí)間: 2025-3-24 00:38 作者: MIRTH 時(shí)間: 2025-3-24 02:53 作者: 菊花 時(shí)間: 2025-3-24 09:04
Inference on the CUB Model: An MCMC Approach algorithms. Since the mixture type of the CUB model is non-standard, a suitable MCMC algorithm has been developed and its performance has been evaluated via a simulation study and an application on real data.作者: Rheumatologist 時(shí)間: 2025-3-24 10:58
Classification of Data Chunks Using Proximal Vector Machines and Singular Value Decompositioning artificial datasets, we compare the developed algorithm with a voting scheme, showing that the proposed strategy allows a reduction in computational cost with a classification accuracy that well compares with the original method.作者: Respond 時(shí)間: 2025-3-24 15:41 作者: Conduit 時(shí)間: 2025-3-24 22:08
https://doi.org/10.1007/978-3-319-57202-4erimental results on 36 imbalanced datasets using SVMs and logistic regression show that the asymmetric B42 could be a good choice for evaluating in imbalanced data environments since it puts more weight on the minority class.作者: Prostatism 時(shí)間: 2025-3-25 00:03
A Model for the Clustering of Variables Taking into Account External Datainds the correct partition when the parameters of the model are known, no matter which option of CLV is used. Furthermore, the two options of CLV are compared by means of a simulation study. Both options perform well except for the case of small samples with a very large noise. Moreover, in most cases the performance of both options is equivalent.作者: 類人猿 時(shí)間: 2025-3-25 06:25 作者: 多產(chǎn)魚 時(shí)間: 2025-3-25 07:45 作者: 承認(rèn) 時(shí)間: 2025-3-25 12:27 作者: neutralize 時(shí)間: 2025-3-25 18:43
Geo-Reconstruct Technology of Hull,ained as the complement to one of the previous distance. Both criteria can be used for measuring the similarity between clusterings obtained with different subsets of variables. An application with a real data set regarding the economic welfare of the Italian Regions shows the benefits gained with the suggested procedure.作者: 平 時(shí)間: 2025-3-25 23:56
Paul A. Schutz,Ji Hong,Dionne Cross Francistead. We describe some possible constraints that could emerge during the estimation procedure and we develop an example of a constrained situation where the constraints are on auxiliary information available and on the density of the units in the spatial domain considered.作者: fertilizer 時(shí)間: 2025-3-26 03:45
Paul A. Schutz,Ji Hong,Dionne Cross Francislving, thus mining changes in data is a challenging task. In this paper we will deal with the structural drift detection problem where the aim is to discover and to describe changes in proximity relations among multiple data streams. We will introduce a new strategy whose effectiveness is shown through an application on simulated data.作者: RENAL 時(shí)間: 2025-3-26 08:07
https://doi.org/10.1007/978-3-319-41814-8unctional modal depth that we have opportunely defined extending the functional modal depth. As an illustration, the methodology is applied to sensor data corresponding to long-term daily climatic time series from meteorological stations.作者: 連累 時(shí)間: 2025-3-26 10:37
Dynamic Data Analysis of Evolving Association Patternsmbines clustering and factorial techniques to study the association structure of binary attributes over homogeneous subsets of data; moreover, it seeks to update the result as new statistical units are processed in order to monitor and describe the evolutionary patterns of association.作者: 時(shí)代錯(cuò)誤 時(shí)間: 2025-3-26 13:27 作者: Multiple 時(shí)間: 2025-3-26 18:45
Calibration with Spatial Data Constraintstead. We describe some possible constraints that could emerge during the estimation procedure and we develop an example of a constrained situation where the constraints are on auxiliary information available and on the density of the units in the spatial domain considered.作者: oxidant 時(shí)間: 2025-3-26 21:14
Summarizing and Detecting Structural Drifts from Multiple Data Streamslving, thus mining changes in data is a challenging task. In this paper we will deal with the structural drift detection problem where the aim is to discover and to describe changes in proximity relations among multiple data streams. We will introduce a new strategy whose effectiveness is shown through an application on simulated data.作者: tattle 時(shí)間: 2025-3-27 03:45 作者: Foam-Cells 時(shí)間: 2025-3-27 06:47
Joint Correspondence Analysis Versus Multiple Correspondence Analysis: A Solution to an Undetected Pway tables. It results that .’s reduced-dimensional reconstruction is much better than the .’s one, that reveals highly biased and non-monotone, but also than the .’s re-evaluation, as suggested by Greenacre (Multiple correspondence analysis and related methods, Chapman and Hall (Kluwer), Dordrecht,作者: 吹牛大王 時(shí)間: 2025-3-27 13:31
RFID V. Privacy Risks and Solutionsway tables. It results that .’s reduced-dimensional reconstruction is much better than the .’s one, that reveals highly biased and non-monotone, but also than the .’s re-evaluation, as suggested by Greenacre (Multiple correspondence analysis and related methods, Chapman and Hall (Kluwer), Dordrecht,作者: CRACK 時(shí)間: 2025-3-27 16:37
Classification and Data Mining978-3-642-28894-4Series ISSN 1431-8814 Series E-ISSN 2198-3321 作者: panorama 時(shí)間: 2025-3-27 19:16
Yimeei Guo,Weiwei Hu,Zhengzheng Fangems, there is even a goal conflict between consistency and robustness. This particularly applies to certain nonparametric statistical problems such as nonparametric classification and regression problems which are often ill-posed. As an example in statistical machine learning, support vector machines are considered.作者: 揉雜 時(shí)間: 2025-3-27 22:37 作者: HALL 時(shí)間: 2025-3-28 03:27 作者: Lobotomy 時(shí)間: 2025-3-28 08:02 作者: FLOUR 時(shí)間: 2025-3-28 10:52 作者: Outspoken 時(shí)間: 2025-3-28 17:43 作者: ineluctable 時(shí)間: 2025-3-28 18:57 作者: 騷動(dòng) 時(shí)間: 2025-3-28 23:32 作者: Aromatic 時(shí)間: 2025-3-29 04:09 作者: 使增至最大 時(shí)間: 2025-3-29 07:29 作者: 逃避現(xiàn)實(shí) 時(shí)間: 2025-3-29 14:28 作者: CON 時(shí)間: 2025-3-29 18:01
Yimeei Guo,Weiwei Hu,Zhengzheng Fangems, there is even a goal conflict between consistency and robustness. This particularly applies to certain nonparametric statistical problems such as nonparametric classification and regression problems which are often ill-posed. As an example in statistical machine learning, support vector machine作者: 油氈 時(shí)間: 2025-3-29 23:14
Security Problem and Solutions to M-commerceurbing effects of high dense areas we suggest a technique that selects a point in each cell of a grid defined along the Principal Component axes of the data. The selected sub-sample removes the high density areas while preserving the general structure of the data. Once the clustering on the gridded 作者: 閑逛 時(shí)間: 2025-3-30 02:43
Yimeei Guo,Dongsheng Yan,Weiwan Zhanger to different occasions or positions in time or space, a comparative analysis of data stratified in batches can be suitable. The present approach combines clustering and factorial techniques to study the association structure of binary attributes over homogeneous subsets of data; moreover, it seek作者: 健壯 時(shí)間: 2025-3-30 04:03
Security Problem and Solutions to M-commercend proprietary/legacy classifiers, like those used by banks for assessing the credit approvals, the data production and modeling is done locally, where only the local classifiers are available. In order to find a global classification rule, the ensemble classification paradigm proposes several metho作者: 為寵愛 時(shí)間: 2025-3-30 11:28
Yimeei Guo,Dongsheng Yan,Weiwan Zhanghe table is not sufficiently explored in the literature, especially in the case of multidimensional contingency tables. In our research we apply correspondence analysis to three-way contingency tables with outliers, generated by deviations from the independence model. Outliers in our work are chosen作者: 缺乏 時(shí)間: 2025-3-30 16:27 作者: Hectic 時(shí)間: 2025-3-30 17:14
Paul A. Schutz,Dionne Cross Francis,Ji Hongte for preference data in the presence of external information about the products. The clustering of variables around latent components (CLV method) is analysed on the basis of this model. Within the CLV method, there is one option without external data and one option taking into account external da作者: 令人發(fā)膩 時(shí)間: 2025-3-30 21:20
Paul A. Schutz,Ji Hong,Dionne Cross Francising calibrated estimators when spatial constraints arise in the estimation process with respect to some information that were considered available instead. We describe some possible constraints that could emerge during the estimation procedure and we develop an example of a constrained situation whe作者: lactic 時(shí)間: 2025-3-31 02:14
Paul A. Schutz,Dionne Cross Francis,Ji Hongforming a single pass on data. It is a two steps approach where an on-line algorithm computes statistics about the dissimilarities among data and then, an off-line algorithm computes the final partition of the streams. The effectiveness of the proposal is evaluated through tests on real data.作者: 褻瀆 時(shí)間: 2025-3-31 08:58 作者: Aromatic 時(shí)間: 2025-3-31 12:30 作者: 酷熱 時(shí)間: 2025-3-31 17:08
https://doi.org/10.1007/978-3-319-57202-4ions for different classifiers. Thus, using the AUC can be compared to using different metrics to evaluate different classifiers. To overcome this incoherence, the H measure was proposed, which uses a . Beta distribution to replace the implicit cost weight distributions in the AUC. When learning fro作者: vasculitis 時(shí)間: 2025-3-31 19:48
https://doi.org/10.1007/978-3-319-41814-8t al. (Comput 5 Stat 22(3):411–427, 2007; Environmetrics 19(4):331–345, 2008) in the spatial framework. It is based on the concept of the kernelized functional modal depth that we have opportunely defined extending the functional modal depth. As an illustration, the methodology is applied to sensor 作者: TRUST 時(shí)間: 2025-4-1 00:46
https://doi.org/10.1007/978-3-319-31625-3about the structure of a Bayesian Network may be substantial but limited both to a subset of nodes or to a set of network features indirectly related to network edges. Complex elicitation tasks involving dozens of reference features may be cognitively too difficult for the expert, unless limited sub作者: LIKEN 時(shí)間: 2025-4-1 04:22 作者: 完整 時(shí)間: 2025-4-1 09:01 作者: groggy 時(shí)間: 2025-4-1 11:47
Inference on the CUB Model: An MCMC Approachte Uniform Binomial), recently introduced in statistical literature. The mixture is made up of two components that belong to different families of distributions: a shifted Binomial and a discrete Uniform. Bayesian analysis of the CUB model naturally comes from the elicitation of some priors on its p
