標(biāo)題: Titlebook: Building Bridges between Soft and Statistical Methodologies for Data Science; Luis A. García-Escudero,Alfonso Gordaliza,Olgierd Conferenc [打印本頁] 作者: 我贊成 時間: 2025-3-21 18:06
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書目名稱Building Bridges between Soft and Statistical Methodologies for Data Science讀者反饋
書目名稱Building Bridges between Soft and Statistical Methodologies for Data Science讀者反饋學(xué)科排名
作者: 支形吊燈 時間: 2025-3-21 22:51
Quantentheorie der Mechanismen,combined as a new rule in node splitting. The introduction of fuzzy sets in tree learning improves FST performance and provides robustness to the algorithm when data are missing. FST performance improves significantly over other tree-based machine learning algorithms as demonstrated in public clinical datasets.作者: MONY 時間: 2025-3-22 02:52
https://doi.org/10.1007/978-3-642-91737-0simple random sample. Thus, it is reasonable to treat the aggregated values as random variables. In this paper, the concept of aggregation functions of random variables with respect to a stochastic order is presented. Additionally, four alternatives for the choice of the adequate order are considered and their benefits and drawbacks are studied.作者: Calibrate 時間: 2025-3-22 07:45
https://doi.org/10.1007/978-1-349-13755-8. operator norm and study its interrelation with other metrics on .. In particular we prove the surprising result that . convergence implies weak conditional convergence of the transposed copulas and establish the fact that the topology induced by . is strictly finer than the topology induced by weak conditional convergence.作者: GEST 時間: 2025-3-22 10:45
https://doi.org/10.1007/978-3-030-17898-7tructures for each occasion and returns a common low-dimensional space which is representative for all occasions. Finally, a real application to three-way data is presented to illustrate the potential of the method.作者: 和音 時間: 2025-3-22 16:36 作者: 廢止 時間: 2025-3-22 18:54
,The Choice of?an?Appropriate Stochastic Order to?Aggregate Random Variables,simple random sample. Thus, it is reasonable to treat the aggregated values as random variables. In this paper, the concept of aggregation functions of random variables with respect to a stochastic order is presented. Additionally, four alternatives for the choice of the adequate order are considered and their benefits and drawbacks are studied.作者: 分發(fā) 時間: 2025-3-22 23:16
,Convergence of?Copulas Revisited: Different Notions of?Convergence and?Their Interrelations,. operator norm and study its interrelation with other metrics on .. In particular we prove the surprising result that . convergence implies weak conditional convergence of the transposed copulas and establish the fact that the topology induced by . is strictly finer than the topology induced by weak conditional convergence.作者: patriot 時間: 2025-3-23 03:26 作者: 煩擾 時間: 2025-3-23 08:15
Luis A. García-Escudero,Alfonso Gordaliza,Olgierd Latest research on Data Analysis and Soft Computing.Covers results of the 10th International Conference on Soft Methods in Probability and Statistics (SMPS 2022).Presents current research on the fusio作者: stressors 時間: 2025-3-23 12:50 作者: 背心 時間: 2025-3-23 15:00 作者: 喊叫 時間: 2025-3-23 21:12 作者: esculent 時間: 2025-3-23 22:36
https://doi.org/10.1007/978-3-8274-2265-1tion to solve such conflict or inconsistency is to look at maximal coherent subsets of sources (MCS), and to concentrate on those. Yet, enumerating MCS is a difficult combinatorial task in general, making the use of MCS limited in practice. In this paper, we are interested in the case where the piec作者: REIGN 時間: 2025-3-24 03:29
Quantentheorie der Mechanismen,combined as a new rule in node splitting. The introduction of fuzzy sets in tree learning improves FST performance and provides robustness to the algorithm when data are missing. FST performance improves significantly over other tree-based machine learning algorithms as demonstrated in public clinic作者: Annotate 時間: 2025-3-24 07:33
https://doi.org/10.1007/978-3-642-52869-9Some kind of one-shot units do not get destroyed when tested, and then survival units can continue within the test providing extra information for inference. This not-destructiveness is a great advantage when the number of units under test are few. On the other hand, one-shot devices may last for lo作者: 艱苦地移動 時間: 2025-3-24 13:54
https://doi.org/10.1007/978-3-642-91737-0lt task to perform. Therefore, in some cases, it is preferable to perform cautious inference. For this purpose, we look into the possibility of an imprecise probabilistic approach for the Plackett-Luce model, a popular probabilistic model for label ranking. We aim at extending current Bayesian infer作者: 特征 時間: 2025-3-24 18:33
https://doi.org/10.1007/978-3-642-91737-0simple random sample. Thus, it is reasonable to treat the aggregated values as random variables. In this paper, the concept of aggregation functions of random variables with respect to a stochastic order is presented. Additionally, four alternatives for the choice of the adequate order are considere作者: 刻苦讀書 時間: 2025-3-24 19:12
Forschungsfragen und Hypothesen,graphs (PKGs), a dedicated probabilistic graphical model, as well as Soft Vadalog, a specific language for knowledge representation and reasoning on such model. We illustrate PKGs, the language and the general problem of probabilistic reasoning, providing approximate algorithmic tools to make it fea作者: Grievance 時間: 2025-3-25 02:05 作者: 你敢命令 時間: 2025-3-25 03:48
https://doi.org/10.1007/978-3-7091-1574-9 of the estimators, while arbitrary decisions about their value could severely hamper inferential results. To guide the user in the delicate choice of such parameters, a monitoring approach has been introduced in the recent literature, yielding an adaptive method. The approach is here exemplified, v作者: 終止 時間: 2025-3-25 10:33 作者: initiate 時間: 2025-3-25 15:29
https://doi.org/10.1007/978-3-319-71538-4onal challenges, as some restrictions, imposed by the model and their estimates, are required. The method is illustrated by an application to real data where exports of coffee to European Union are analyzed to identify outliers that might be linked to potential frauds. An additional short simulation作者: 中子 時間: 2025-3-25 19:00 作者: 先鋒派 時間: 2025-3-25 21:51
Maternal Distress and Postnatal Depressionking with E-admissibility. This means that from any finite set of options, we reject those options that no probability mass function compatible with the given information gives the highest expected utility. We use the mathematical framework of choice functions to specify choices and rejections, and 作者: 廚師 時間: 2025-3-26 00:10 作者: Psa617 時間: 2025-3-26 07:14 作者: indoctrinate 時間: 2025-3-26 10:27 作者: coltish 時間: 2025-3-26 13:37
https://doi.org/10.1007/978-3-030-17898-7tructures for each occasion and returns a common low-dimensional space which is representative for all occasions. Finally, a real application to three-way data is presented to illustrate the potential of the method.作者: itinerary 時間: 2025-3-26 18:36
https://doi.org/10.1007/978-3-030-17898-7se sets is very useful to identify their original shape. The complexity of these data lies in the fact that several aspects of the data are considered in a single representation. Since in some situations it may be very useful to identify groups of these sets, a fuzzy clustering method has been propo作者: Intact 時間: 2025-3-26 21:27
Springer Studies in Work and Industryly, several soft two-mode clustering techniques have been developed according to the fuzzy approach, but how to determine the optimal numbers of clusters for objects and variables is an open problem not yet investigated. In this paper some new cluster validity measures for fuzzy two-mode clustering 作者: 詞匯 時間: 2025-3-27 03:17 作者: BARK 時間: 2025-3-27 07:23
978-3-031-15508-6The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl作者: BUDGE 時間: 2025-3-27 10:28
2194-5357 vant aspects such as imprecise probabilities, information theory, random sets and random fuzzy sets, belief functions, possibility theory, dependence modelling and copulas, clustering, depth concepts, dimensionality reduction of complex data and robustness..978-3-031-15508-6978-3-031-15509-3Series ISSN 2194-5357 Series E-ISSN 2194-5365 作者: savage 時間: 2025-3-27 16:28
Building Bridges between Soft and Statistical Methodologies for Data Science作者: Mirage 時間: 2025-3-27 21:32
https://doi.org/10.1007/978-3-642-52869-9level at pre-fixed times gradually during the life-testing experiment is specially advantageous for non-destructive one-shot devices. In this paper, we develop robust Rao-type test statistics based on the density power divergence (DPD) for testing linear null hypothesis for non-destructive one-shot 作者: Bronchial-Tubes 時間: 2025-3-28 00:42
,Robust Rao-Type Tests for?Non-destructive One-Shot Device Testing Under Step-Stress Model with?Expolevel at pre-fixed times gradually during the life-testing experiment is specially advantageous for non-destructive one-shot devices. In this paper, we develop robust Rao-type test statistics based on the density power divergence (DPD) for testing linear null hypothesis for non-destructive one-shot 作者: Conjuction 時間: 2025-3-28 05:11 作者: 肉身 時間: 2025-3-28 06:42 作者: 相符 時間: 2025-3-28 12:33 作者: Factorable 時間: 2025-3-28 18:31
https://doi.org/10.1007/978-3-319-71538-4a where exports of coffee to European Union are analyzed to identify outliers that might be linked to potential frauds. An additional short simulation is presented to strengthen the usefulness of the proposed method.作者: 憲法沒有 時間: 2025-3-28 22:34
Vania Smith-Oka Ph.D.,Maryam Rokhideh M.A.d with the case where we imprecisely know the probability that two elements should belong to the same partition, and where we want to search the set of most probable partitions. We study the corresponding algorithmic problem on graphs, showing that it is difficult, and propose heuristic procedures that we test on data sets.作者: barium-study 時間: 2025-3-29 02:33 作者: LINE 時間: 2025-3-29 03:17 作者: Blasphemy 時間: 2025-3-29 10:57 作者: magnanimity 時間: 2025-3-29 11:41 作者: ICLE 時間: 2025-3-29 16:28
,K-Partitioning with?Imprecise Probabilistic Edges,d with the case where we imprecisely know the probability that two elements should belong to the same partition, and where we want to search the set of most probable partitions. We study the corresponding algorithmic problem on graphs, showing that it is difficult, and propose heuristic procedures that we test on data sets.作者: BURSA 時間: 2025-3-29 22:37
,Copula-Based Divergence Measures for?Dependence Between Random Vectors,ide an extended axiomatic framework for the general setting of . random vectors. The univariate marginal distributions are assumed to be continuous, allowing copula theory to come into play and as such guarantee margin-freeness. Using basic measure theory, our definition is also applicable to copulas having a singular component.作者: 牽連 時間: 2025-3-30 03:56 作者: 控訴 時間: 2025-3-30 07:33
,Multi-dimensional Maximal Coherent Subsets Made Easy: Illustration on?an?Estimation Problem,es of information are multi-dimensional sets or polytopes. While the problem remains difficult for general polytopes, we show that it can be solved more efficiently for hyperrectangles. We then illustrate how such an approach could be used to estimate linear models in the presence of outliers or in the presence of misspecified model.作者: Indigence 時間: 2025-3-30 08:39
A Framework for Probabilistic Reasoning on Knowledge Graphs,sible and efficient. This work—a short version of our recent contribution to the International Joint Conference on Rules and Reasoning 2020—aims at making our results available to the broader statistical community.作者: 好色 時間: 2025-3-30 14:50 作者: GEST 時間: 2025-3-30 16:50
,Decision-Making with?E-Admissibility Given a?Finite Assessment of?Choices,specify the available information in the form of conditions on such functions. We characterise the most conservative extension of the given information to a choice function that makes choices based on E-admissibility, and provide an algorithm that computes this extension by solving linear feasibility problems.作者: Motilin 時間: 2025-3-30 21:19 作者: 慎重 時間: 2025-3-31 04:36
,Cluster Validity Measures for?Fuzzy Two-Mode Clustering,are introduced. Such measures, defined in terms of the compactness within each cluster and separation between clusters, can be seen as generalizations of well-known indices widely used in the standard fuzzy clustering framework. The adequacy of these proposals is assessed by means of a simulation study.作者: Gorilla 時間: 2025-3-31 05:29 作者: 使出神 時間: 2025-3-31 10:02 作者: Recessive 時間: 2025-3-31 15:03 作者: arabesque 時間: 2025-3-31 19:57 作者: 拍翅 時間: 2025-4-1 00:23 作者: 身體萌芽 時間: 2025-4-1 04:00
https://doi.org/10.1007/978-3-658-18400-1spect to a dataset, we assess the biological age of an individual as the chronological age that would make her selected records as deep as possible when compared with those of other individuals with a chronological age similar to hers. Some direct conclusions of this imputation technique are presented.作者: eczema 時間: 2025-4-1 07:52
Maternal Distress and Postnatal Depressionspecify the available information in the form of conditions on such functions. We characterise the most conservative extension of the given information to a choice function that makes choices based on E-admissibility, and provide an algorithm that computes this extension by solving linear feasibility problems.作者: 審問 時間: 2025-4-1 11:58 作者: 漂白 時間: 2025-4-1 17:22
Springer Studies in Work and Industryare introduced. Such measures, defined in terms of the compactness within each cluster and separation between clusters, can be seen as generalizations of well-known indices widely used in the standard fuzzy clustering framework. The adequacy of these proposals is assessed by means of a simulation study.作者: indices 時間: 2025-4-1 18:36
