Hybrid geometric sampling and AdaBoost based deep learning approach for data imbalance in E-commerce

Dhote, Sunita; Vichoray, Chandan; Pais, Rupesh; Baskar, S.; Shakeel, P. Mohamed

doi:10.1007/s10660-019-09383-2

Cited by 58 publications

(22 citation statements)

References 16 publications

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“…In this way, the problem of farmers' lack of funds and impact on productiveness can be effectively solved, and moving resources can be fully utilized to solve severe issues (Allen et al, 2019;Sun, 2019).The land mortgage right is the system in which the power of contractual land government is ensured as the creditor's right by the land contractual right holder (Tong & Xiao, 2019). To activate rural capital, improve rural assets' collateral property, and play agricultural land ownership rights capital role (Dhote et al, 2019).…”

Section: Introduction Of Mortgage Supply-demand Of Rural Land In Guangdong Provincementioning

confidence: 99%

RETRACTED ARTICLE: Application of active remote sensing in confirmation rights and identification of mortgage supply-demand subjects of rural land in Guangdong Province

Samuel

et al. 2020

European Journal of Remote Sensing

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In recent years, the remote sensing data plays an increasingly significant role in Land use prediction modeling. The effects of land conversion and agricultural bio production are evaluated using remote sensing and economic analysis. It is impossible to over-emphasize the advantages of the vibrant, efficient hybrid mortgage market in Guangdong as it is inseparably linked to economic development. This paper explores specifically the main variables affecting residential mortgage demand and other restrictions on households' use of a mortgage using the Fuzzy Systematic Evaluation System (FSES). Furthermore, this objective has been accomplished by examining and analyzing the available mortgage products in Guandong through questionnaire survey responses. In addition, the high-interest rates, low income, and house prices result in high and unreasonable repayment-to-earnings mortgages ratios. Moreover, the cumulative effect of this is to make households on low and mid-income prices to the mortgage market. While higher house prices are found in this study to increase mortgage demand, they trigger banks to offer fewer and charge higher rates, particularly after the boom, and especially for highly leveraged households.

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Section: Introduction Of Mortgage Supply-demand Of Rural Land In Guangdong Provincementioning

confidence: 99%

RETRACTED ARTICLE: Application of active remote sensing in confirmation rights and identification of mortgage supply-demand subjects of rural land in Guangdong Province

Samuel

et al. 2020

European Journal of Remote Sensing

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“…(2) Network layer: the main function of this layer is to transmit and process the information obtained by the perception layer. is layer mainly includes the Internet, network management center, intelligent processing center, and cloud computing platform [30]. After receiving the data from the perception layer, the network layer will transmit and process the data.…”

Section: E Technical Architecture Of the Internet Of Ingsmentioning

confidence: 99%

Mobile E-Commerce Information System Based on Industry Cluster under Edge Computing

Pan

Zhang

et al. 2021

Mobile Information Systems

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Mobile e-commerce is e-commerce implemented on mobile devices, such as mobile phones, and mobile Internet networks as we usually understand. With the rapid development of mobile electronic devices and mobile Internet networks, this new type of e-commerce field has gradually emerged. In the context of edge computing, this paper takes mobile e-commerce information system as the research object and aims to study the mobile e-commerce information system based on industry clusters under edge computing. First of all, this paper expounds the theory of industrial clusters and the manifestations of e-commerce industrial clusters, as well as the concept and technical framework of the Internet of Things, and proposes the order relationship analysis method and the fuzzy comprehensive evaluation method, and conducts experiments in the form of questionnaires. The experimental results show that, from the perspective of industrial integration, with a correlation coefficient of 0.687, there is a significant positive correlation between e-commerce information system and supply chain cooperation.

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“…Aplithogenic accumulation process is used for combined contradiction grades.  The accumulation outcomes and their crisp quality are then found by Equation (2) and Equation (3).  Steps 3,4 and Euclidean length as in Equations ( 4) show the size of the perfect positive and negative answers; a level of efficiency is calculated in Equation ( 5) to find the linear function of the seven conditions.…”

Section: • Region (3): Connection Of Consumer Needs To Design Parameters (What Vs Region)mentioning

confidence: 99%

“…Increased competitiveness, globalization, technological innovation, and high consumer demands make each supply chain a considerable objective in any region-a sustainable supply chain. The resilience of the supply chain can be defined as a capacity for operations to maintain economic, environmental, and social wellbeing in the long run [2].…”

Section: Introduction To Supply Chainmentioning

confidence: 99%

“…Managing supply chain practices to increase sustainability by considering environmental effects and social factors could become a common concept of supply chain management. The long-term performance and successes of the whole supply chain management are thus guaranteed by supply chain sustainability [3]. The longevity of the supply chain has become an essential target for businesses under the complexity aspect.…”

Section: Introduction To Supply Chainmentioning

confidence: 99%

See 1 more Smart Citation

Sustainable Policies for Supply Chain During the Digital Economic Crisis Due to Epidemics

Sharma

et al. 2021

Preprint

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One of the most exciting issues in the digital economy has been sustainability supply chain management. There are many articles on this area and several different viewpoints. This work focuses on assessing the sustainability of supply chain management based on two main measurements. Firstly, the value of ecological, environmental, and social measurement indicators and the extent of the challenge in collecting information. The objective of this article is to improve the precision of the assessment. A Sustainable Policies for Supply Chain Management (SP-SCM)is proposed in this article. The suggested framework is a synthesis of quality function deployment (QFD) with plithogenic set grouping processes.A summation function is applied: the perception of the decision-maker of criteria required to assess the viability of the supply chain, the measurement criteria dependent on the specifications, and the difficulties in collecting details. This research submitted a real-world test case on the sugar industry to test the proposed framework. In evaluating the sustainability of the supply chain policy, the findings revealed the performance efficiency of the proposed system.

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Hybrid geometric sampling and AdaBoost based deep learning approach for data imbalance in E-commerce

Cited by 58 publications

References 16 publications

RETRACTED ARTICLE: Application of active remote sensing in confirmation rights and identification of mortgage supply-demand subjects of rural land in Guangdong Province

RETRACTED ARTICLE: Application of active remote sensing in confirmation rights and identification of mortgage supply-demand subjects of rural land in Guangdong Province

Mobile E-Commerce Information System Based on Industry Cluster under Edge Computing

Sustainable Policies for Supply Chain During the Digital Economic Crisis Due to Epidemics

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