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Construction of Credit Evaluation Index System for Two-Stage Bayesian Discrimination: An Empirical Analysis of Small Chinese Enterprises

Zhanjiang Li, Lin Guo, Emilio Jiménez Macías
2021 Mathematical Problems in Engineering  
The literature to date has identified a credit index only for the first stage; the credit evaluation index proposed here is based on two stages, which is more sensitive.  ...  To address this problem, this paper creates a small business credit evaluation index using a two-stage Bayesian discriminant model.  ...  Discriminant Evaluation Index System.  ... 
doi:10.1155/2021/8837419 fatcat:7u4fhybyvraozkyzrr62xy4vzy

Implementation of Unconstrained Chair-Type Smart Health Management Monitoring System

Ji Yun Seo, Yun Hong Noh, Do Un Jeong
2018 International Journal of Engineering & Technology  
We implemented an information-based posture discrimination algorithm of weight information and a distraction estimation method and implemented a PC and Android-based smartphone monitoring system.  ...  If you sit for a long time with a wrong posture, musculoskeletal system disorder can occur and distraction due to low concentrations.  ...  For estimation of distraction, we implemented an information-based posture discrimination algorithm of weight information and a distraction estimation method and implemented a PC and Android-based smartphone  ... 
doi:10.14419/ijet.v7i3.34.19211 fatcat:ikurol4avvaplg2oqeh7twxh2y

The Analysis Of Transformer's Condition Based On Bayes-discriminant Method With Fault-Tree Fuzzy Evaluation

LI Dianyang, WANG Shanyuan, ZHANG Yujie, FENG Jian, WANG Hongzhe, QIN Ling
2020 Diagnostyka  
The analysis of transformer's condition based on Bayes-discriminant method with fault-tree fuzzy evaluation. Diagnostyka. 2020;21(2):3-12.  ...  In this paper, Fuzzy evaluation system is established according to fault tree, and the estimation of transformer's state is judged by analytic hierarchy process.  ...  Information Representation Based on Fuzzy Comprehensive Evaluation In the process of establishing fuzzy comprehensive evaluation system, the appropriate membership function is introduced, and the fuzzy  ... 
doi:10.29354/diag/118653 fatcat:dv4cuqlz65dqnnyo2mntydhcmu

College Basketball Coach Evaluation Based on Dynamic DHGF Evaluation Model

Si-Jing Meng, Yuan-Biao Zhang, Gui-Sen Xu, Jun-Ta Wu
2015 International Journal of Statistics and Probability  
Based on DHGF model, we analyze the influence of timeline on the scores of evaluation indexes, get Plus Function, so as to adjust experts score. So we get dynamic DHGF evaluation model.  ...  In this paper, we establish DHGF model, set up comprehensive evaluation indexes to evaluate college coaches.  ...  expert's evaluation for the i-th index, it is a score between 1 and 100.  ... 
doi:10.5539/ijsp.v4n1p100 fatcat:3aqufgovjrcfbhnmic4myyl26a

A Theoretical Model of Mental Workload in Pilots Based on Multiple Experimental Measurements [chapter]

Zongmin Wei, Damin Zhuang, Xiaoru Wanyan, Huan Zhang, Chen Liu
2014 Lecture Notes in Computer Science  
Finally, a comprehensive mental workload discrimination and prediction model for the aircraft flight deck display interface was constructed by the Bayesian Fisher discrimination and classification method  ...  The present study attempted to establish an effective discrimination and prediction model that can be applied to evaluate mental workload changes in human-machine interaction processes on aircraft flight  ...  That is to say, it is impossible for a single mental workload index attained from a single evaluation method to be appropriate for all different task conditions.  ... 
doi:10.1007/978-3-319-07515-0_11 fatcat:3llg7mtc35guvp3l4r7duxnuua

Principal component clustering approach to teaching quality discriminant analysis

Sidong Xian, Haibo Xia, Yubo Yin, Zhansheng Zhai, Yan Shang, John Lee
2016 Cogent Education  
function.  ...  In this paper, we establish the Students' evaluation of teaching (SET) discriminant analysis model and algorithm based on principal component clustering analysis.  ...  Acknowledgements The authors express their gratitude to the editor and the anonymous reviewers for their valuable and constructive co mments.YJG143010XJG201328CYS15165 Funding  ... 
doi:10.1080/2331186x.2016.1194553 fatcat:kk57blyo2rcfndkrktd5lykrau

Antenatal fetal risk assessment by blood-flow velocity waveforms

F. Varol, N. Guler, F. Gurgen
2000 IEEE Engineering in Medicine and Biology Magazine  
T he purpose of this article is to study a system for antepartum fetal evaluation.  ...  With these measurements, we discuss the use of discriminant functions for prediction of hypoxic conditions or for antepartum fetal evaluation.  ...  The discriminant functions (specifically nonlinear ANN) are found to be very helpful tools for correlating many variables as a group, providing additional information to make the best risk assessment decision  ... 
doi:10.1109/51.887251 pmid:11103711 fatcat:jakz7zld4vghjow6y6pc4w2pjy

Double-channel cascade-based generative adversarial network for power equipment infrared and visible image fusion

Jihong Wang, Haiyan Yu
2021 EAI Endorsed Transactions on Scalable Information Systems  
In this paper, we propose a double-channel cascade-based generative adversarial network for power equipment infrared and visible image fusion.  ...  both subjective and objective evaluation.  ...  This paper was funded by "Science and Technology project of Henan Province: Design of industrial pollution gas emission monitoring system based on Internet+, Project no. 18210221037."  ... 
doi:10.4108/eai.22-11-2021.172216 fatcat:dg7ohjqz5nbk3ob5vmlbbsyg7y

An ideal observer approach to mechanical limits in b-mode ultrasound imaging

C. K. Abbey, N. Q. Nguyen, W. D. O'Brien, M. F. Insana
2012 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society  
We apply the ideal observer approach in a simulation environment to evaluating the role of mechanical index limits on task performance in b-mode ultrasonic imaging.  ...  The ideal observer suggests that there are gains in performance -and hence the quantity of diagnostic information -as the limit on mechanical index is raised.  ...  In addition to a substantial overall loss of information compared to the RF, the envelope removes almost all evidence for a trend in improved performance with greater mechanical index.  ... 
doi:10.1109/embc.2012.6346424 pmid:23366385 dblp:conf/embc/AbbeyNOI12 fatcat:6afpqbcowvfe5cs47bnmjfpjce

Semantic Vectors: an Information Retrieval Scenario

Pierpaolo Basile, Annalina Caputo, Giovanni Semeraro
2010 Italian Information Retrieval Workshop  
Word ambiguity is a key issue for those systems which have access to textual information.  ...  Contrary to sense discrimination, which is the task of discriminating among different meanings (not necessarily known a priori), WSD is the task of selecting a sense for a word from a set of predefined  ...  In particular, for each level: 1. a local scoring function is used in order to weigh elements belonging to that level according to their informative power; 2. a local similarity function is used in order  ... 
dblp:conf/iir/BasileCS10 fatcat:fghqrhepunggdkoxjck7mze4pu

Fault Detection and Model Validation Using Index of Kullback Discrimination Information
カルバック識別情報量規範を用いた故障検出とモデル評価

Kousuke KUMAMARU, Torsten S^|^Ouml;DERSTR^|^Ouml;M
1986 Transactions of the Society of Instrument and Control Engineers  
An iterative scheme is derived for a feasible evaluation of the KDI with large data sets by using a Bayesian approach to likelihood functions.  ...  In this paper, some applications of Kullback Discrimination Information (KDI) to fault detection and model validation are developed for black-box type dynamical systems.  ...  An iterative scheme is derived for a feasible evaluation of the KDI with large data sets by using a Bayesian approach to likelihood functions.  ... 
doi:10.9746/sicetr1965.22.1058 fatcat:3nqqw2ejmjdxrnj2bqirvavo6i

Classification of Dairy Units at the Valle del Perú Cattle Raising Enterprise

Javier Herrera
2015 Revista de Producción Animal  
Thirty dairies from a dairy company were characterized. Discriminant Function Analysis was applied.  ...  Dairies in group 1 showed a more favorable behavior than in group 2; and the latter had higher values than group 3, except for the total costs.  ...  Moreover, the analysis of discriminant scores of function No.1 helped visualize the performance of each unit longitudinally, based on a relative index which can be called "discriminant functional in-dex  ... 
doaj:d098ab9f81bc484ab7479942cd70c0fc fatcat:srftjlrvqrbrleauk6ld33hbfe

Page 110 of Behavior Research Methods Vol. 26, Issue 2 [page]

1994 Behavior Research Methods  
A random process was used to partition these tasks into two groups: (1) tasks employed for the rule database; and (2) a hold¬ out sample used to evaluate system performance.  ...  The functional-similarity index is the following ratio: C t hfsi ~ , 1=1 ' 1=1 where h/s, is a heuristic indicator of functional similar¬ ity, X, is a median linkup rating between a KSA and its associated  ... 

Development of web-based slope stability evaluation system (SSE-web)

Hirohito Kojima, Shigeyuki Obayashi, Takehiro Ichikawa, Yuki Mukai
2005 journal of Civil Engineering Information Processing System  
The functions for making the causal factors belong to the pre-processing system. Through the analysis system, the factor analysis could be carried out on the slope stability evaluation.  ...  The system designs on the SSE-web might be a good guide for constructing the related system of spatial-data integration and analysis under the internet-environment.  ...  In SSE-Web, two different types of "vegetation index and land cover information" can be prepared. A plurality of vegetation indexes can be selected and/or prepared, as described earlier.  ... 
doi:10.2208/journalac2003.14.0_239 fatcat:xrtdsrxz5bhzpmu3l5l7aoxqzi

A Novel Method of EW System Effectiveness Evaluation Based on Conflict Status Association Analysis

Jianhua Lu, Yanli Tang, Tao Wan, Bin Tang
2021 Electronics  
Due to the incomplete information caused by the non-cooperative nature of EW, the data of the evaluation index, which are used for effectiveness evaluation, are in Grey scale.  ...  In order to approach these problems, we develop a novel method for EW effectiveness evaluation based on Conflict Status Grey Correlation analysis.  ...  When the a jk value is below a − jk , the function of the EW system unit is no longer available.  ... 
doi:10.3390/electronics10030286 fatcat:7cgwmcs6czem5gktev3vhdkqoi
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