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The results indicate that compared with the SBM model, the Super-SBM model can more effectively measure the carbon emissions efficiency of the logistics industry. Pilot regions for the strong transportation strategy were divided into two categories, namely regions with slow carbon emission growth rates but high efficiency, …
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7. Support up to 12 DIMM Slots. 8. Excluding Skylake SP 6146 for the 165W CPU support and 6144 for the 150W CPU support. 9. Use SNK-P0067PSW (205W rear CPU1) and SNK-P0067PSWM (205W front CPU2) for 6244/6144 CPU on SBI-4129P.
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The SBM models are designed to meet the following two conditions. 1. Units invariant: The measure should be invariant with respect to the units of data. 2. Monotone: …
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In what follows, we firstly review the SBM models introduced by Tone (), which extend traditional DEA models by incorporating input excesses and output shortfalls into models that account for both inefficiencies simultaneously.Secondly, we review the model for super-efficiency scenarios proposed by the same author (see Tone …
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About SBM. Swachh Bharat Mission, the world's largest sanitation initiative was launched by the Prime Minister of India in 2014 to achieve an Open Defecation Free India by October 2, 2019, as a tribute to Mahatma Gandhi. The programme led to the construction of over 10 crore individual toilets, taking sanitation coverage from 39% in ...
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The proposed system follows a modular architecture similar to the ones described in [2], [36] for a condition-based maintenance system. It comprises three blocks (see Fig. 2): the preprocessing module converts the original data to a feature space which is more descriptive for the given application; the SBM model acts as a state-monitoring …
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Table 6 shows that DMUs' reference sets related to the super efficiency model and the super SBM model for classified DMUs. Within that context, it can be claimed that in the super efficiency model as well as the super SBM model, Northern Europe was referred to more frequently than Eastern Europe, Western Europe, and Southern Europe.
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For calculating φ *, first, the units are evaluated by model () and then by substituting point ( −∗ − +∗) the optimal solution is obtained and considering the optimal amounts of ( −∗+∗−∗+∗ * is obtained. Finally, in column 9 the unit ranks are presented based on. φ., despite the fact that the amount of φ * for unit 5 is ...
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However, the basic SBM model cannot effectively solve the problem of distinguishing the efficiency of decision-making unit (DMU). In order to express efficiency differences more directly and avoid the problem of indistinct operation results, the Super-SBM model and DPSIRM model are combined in this study. The expression of Super …
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Swachh Bharat Mission (SBM) was launched in 2014 to achieve an open defecation free (ODF) India in five years. This progressed the country towards SDG 6.2, which aims for adequate and equitable sanitation access for all, especially for women and . Through approaches such as people's participation, by 2019, the campaign realized over 100 ...
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However, there is limited data on protein quality (PQ) of BSFLM. This study compared PQ in BSFLM with soybean meal (SBM) and fishmeal (FM) using the classical protein efficiency ratio (PER) chick growth assay model. A total of 240-male day-old Ross × Ross broiler chicks were allocated to 6 test diets for 10 d test.
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3. SBM-Based Algorithm of Agricultural Total Factor Productivity. To establish the best practice boundaries of China's agricultural output in each time, each province is employed as a production decision unit [].Each province uses types of the inputs to obtain the output . In period, the input and output value of the province can be …
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Benchmarking is the major reason for the widespread use of DEA models for efficiency analysis. Determining the closest targets for DMUs, DEA models play a key role in benchmarking their best performance. In fact, these models help develop certain performance enhancement plans that need fewer attempts made by DMUs. Therefore, …
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A common way to model Ais to assume that A ij are independent Bernoulli variables for i
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To evaluate the performance of water environment, this study takes 31 provinces in China as the research area and constructs a water environment performance evaluation index system based on a DPSIR framework (Drivers, Pressures, State, Impact and Response). The undesirable output slack measure model (SBM) is used to …
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The stochastic block model (SBM) (Holland et al. 1983; Snijders and Nowicki 1997) is a popular generative model which partitions vertices into latent classes. Conditional on the latent class allocations, the connection probability between two vertices depends only on the latent classes to which the two vertices belong. Many
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Sustainable business model (SBM) is essential for success in today's business. ... 6.1. SBM strategies. To establish a successful SBM, firms must develop or adopt a robust strategy that may assist in the long run [71]. In response to being pointed out as the major player in environmental degradation, the industrial community has started …
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In Section 5, an illustrative example is exhibited which compares the SBM with other CCR-type models. In Section 6, we will relax the positivity assumption of the data set. Finally, in Section 7, comparisons between the SBM and the Russell graph measure of technical efficiency (Russell, 1988; Färe et al., 1978, Färe et al., 1985) will be ...
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The fuzzy weights corresponding to fuzzy inputs and fuzzy outputs of the concerned CHCs are also determined by using Model 6, which are given in Tables 2 and 3. The fuzzy efficiencies and weights for every CHC are obtained by executing a MATLAB program of Model 6. In this application H11 is SBM inefficient hospital, other hospitals …
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To demonstrate that model (5) integrates the SBM and Super-SBM models, and Pareto-efficient projection can be identified by model (10), we revisit the examples in Tone [19] and Tone [20]. First, we revisit the dataset of 5 DMUs in Tone [19]. The results are presented in Table 1. The column with heading δ * contains the SBM efficiencies.
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Section 3 presents the description of primal and dual parts of the SBM model. Section 4 presents the dual SBM model with fuzzy weights and its reduction to a crisp LPP. Section 5 presents the results and discussion of a numerical example to illustrate the proposed model. The last Section 6 concludes the findings of our study.
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One of the most important methods is the slacks-based measure of super-efficiency model (S-SBM model) developed by Tone in 2002. However, the projection for a DMU on the …
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The stochastic block model (SBM) is a probabilistic model for community structure in networks. Typically, only the adjacency matrix is used to perform SBM parameter inference. In this paper, we consider circumstances in which nodes have an associated vector of continuous attributes that are also used to learn the node-to …
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Pudong Riverside 10K Walk is a 6.2 mile (14,000-step) route located near Pudong, Shanghai, China. This route has an elevation gain of about 144.3 ft and is rated as …
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A number of studies have observed the structural and cultural capabilities required by SBM (Wells 2016) and its potential to support organisations in having competitive advantages (Loorbach and Wijsman 2013).That study also has examined various aspects of the sustainable business value chain, such as stakeholders (Matos …
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The stochastic block model (SBM) (Holland et al. 1983; Snijders and Nowicki. 1997) is a popular generative model which partitions vertices into latent classes.
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This article explores several aspects of digital transformation, including definition, enabling technologies, and strategies. It argues that firms seeking to maximize the impact of their digital transformation strategy should aim to build a Sustainable Business Model (SBM). In addition, it introduces the seven articles of the Special Issue. Overall, …
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An SBM addresses stakeholders' needs and internalizes environmental and social concerns (Bocken et al., 2014; Geldres-Weiss et al., 2021; Stubbs and Cocklin, 2008) – as opposed to the focus on shareholders' needs and profit generation that is central to 'conventional' business models (Bocken et al., 2018).
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Download scientific diagram | Results of DEA SBM for Model 6, considering standard and inverted efficiency, followed by composite index rank. from publication: Framework for logistics performance ...
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The core practice for SBM-I is an iterative innovation cycle, shown in Exhibit 1. With each round, the company gains scale, experience, and market presence for its initiative; these reinforce both the business …
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This new proposed model computes efficiency and super-efficiency scores based on the corresponding slack values for both input/output and output/input ratios, …
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The super-efficiency might be overestimated by Super-SBM. In the current paper, we will propose an integrated model which not only integrates SBM and Super …
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connectParam parameters associated to the connectivity of the SBM, e.g. matrix of inter/inter block probabilities when model is Bernoulli probMemberships matrix of estimated probabilities for block memberships for all nodes nbBlocks vector of size 2: number of blocks (rows, columns) nbDyads number of dyads (potential edges in the network)
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In this paper, we review these papers and propose a new complementary score, called composite SBM, that actually fixes the discontinuity problems by …
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