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Significance evaluation in factor graphs

Tobias Madsen, Asger Hobolth, Jens Ledet Jensen, Jakob Skou Pedersen
2017 BMC Bioinformatics  
We here address the problem of evaluating statistical significance of observations from factor graph models.  ...  This contribution allows analyses of large datasets in the general factor graph framework.  ...  The funding bodies had no role in the design of the study, the collection, analysis, and interpretation of data or in writing the manuscript.  ... 
doi:10.1186/s12859-017-1614-z pmid:28359297 pmcid:PMC5374669 fatcat:tgf44bppsvd45ivmlmh2wwvyti

Retinal Venous Occlusive Diseases and Study of their Risk Factors

Sayli Mahesh Gavaskar, Vijay Karambelkar, Mihir Anil Paranjpe
2019 International Journal of Contemporary Medical Research [IJCMR]  
Presence of POAG with a duration of more than 5years was significant factor in CRVO but not in BRVO. Conclusion: Age and hypertension are significant risk factors for RVO.  ...  Risk factors evaluated in this study include Age, Sex, Hypertension, Diabetes Mellitus, Primary Open Angle Glaucoma (POAG), Tobacco consumption in any form, Dyslipidemia, Hyperhomocysteinemia and Iron  ...  22 CRVO Significant Recent studies evaluating Dyslipidemia as a risk factor: Year Study Retinal venous occlusion Significance 2014 Lam HD et al 22 RVO Significant 2012 Salomon O et al 25  ... 
doi:10.21276/ijcmr.2019.6.7.6 fatcat:4a7mqdxucjbqhpohltbkgw4efe

Evaluation of risk factors of myocardial infarction

Khausik Ghosh
2019 International Journal of Advanced Research in Medicine  
Risk factors in patients were hypertension seen in 37, diabetes mellitus in 40, renal dysfunction in 14, smoking in 84 and previous coronary artery disease in 16.  ...  Different kinds of MI was inferior seen in 60, anterior in 34, inferior0 lateral in 20, anterior septal in 10 and others in 27. The difference was significant (P< 0.05).  ...  The difference was significant (P< 0.05). Graph III: Risk factors in patients  ... 
doi:10.22271/27069567.2019.v1.i1a.1 fatcat:e3t67mw2zzadtnz7asgxxfx45e

Exploring the corporate ecosystem with a semi-supervised entity graph

Hassan H. Malik, Ian MacGillivray, Måns Olof-Ors, Siming Sun, Shailesh Saroha
2011 Proceedings of the 20th ACM international conference on Information and knowledge management - CIKM '11  
Significance scores for the edges are computed using a method that combines supervised, unsupervised and temporal factors into a single score.  ...  Entities are represented as vertices in a directed graph, and edges are generated using entity co-occurrences in unstructured documents and supervised information from structured data sources.  ...  Top Neighbors In the previous section, we have evaluated various significance factors and concluded that our weighted significance score outperforms individual factors.  ... 
doi:10.1145/2063576.2063844 dblp:conf/cikm/MalikMOSS11 fatcat:x52732f6zvfolfpehw4drlf2v4


Krzysztof Mielczarek, Krzysztof Knop
2015 Quality Production Improvement  
A structure of assessments was determined and correlation graphs were built.  ...  In the chapter was presented enterprise dealing with the processing of plastics. Results of the BOST survey were presented from the range of the first principle of Toyota.  ...  The significance of strategic factors in these enterprises was depicted with the use of circle graphs presented in Fig On the basis of results it was made comparing the following statistical indicators  ... 
doi:10.30657/qpi.2015.03.10 fatcat:iwc5esxjgnfdxm4xu6nwu467yu

Air Quality Dynamics in the Residential Area Neighboring the Zobor Hill Forest in Nitra City, Slovakia (Case Study)

Zuzana Pucherová, Anna Tirpáková, Dagmar Markechová
2018 Geografické informácie  
The three-factor analysis of variance ultimately proved that monitored meteorological indicators have statistically significant impact on average concentration of polluting substances in air.  ...  This case study is to present the results of SO2 and PM10 air quality measurements, which were carried out in selected locality -Zobor, Nitra (Slovakia) on random days in the year 2013.  ...  pressure (factor G) Graph 12: The average values of PM10 (mg/m 3 ) in the air in each category of air temperature (factor E) Graph 13: The average values of PM10 (mg/m 3 ) in the air in each category  ... 
doi:10.17846/gi.2018.22.2.232-246 fatcat:y4vzth655raufmm457ako527bm

The Correlation of Factors Concerning Dental Plaque Control

Fig. 5 5 Estimation graph of the factor B (P< 0.01). Fig Fig.6 Fig. 7 7 Estimation graph of the factor D (P< 0.01). Fig. 8 8 Estimation graph of the factor E (P< 0.01).  ...  To study about the correlation between these factors, sixty-three adult women were exam- ined in regard to toothbrushing and the plaque index was evaluated.  ... 
doi:10.5834/jdh.30.72 fatcat:7lfpyzjb7jej5ksyc5favmxrb4

Factors describing the concept of plastics company development

Krzysztof Mielczarek
2015 Production Engineering Archives  
A structure of evaluations was determined and correlation graphs presenting relations between factors and respondents' features were built.  ...  A statistical analysis in the range of the principle 1 of Toyota was undertaken.  ...  The first graph shows a correlation between respondent's gender and significance rates for factors describing the first Toyota's management principle.  ... 
doi:10.30657/pea.2015.08.08 fatcat:ve36myd2nbfsjpbxxv3h5rathi


Abhijith Kashyap, Reza Amini, Vagelis Hristidis
2012 Proceedings of the 21st ACM international conference on Information and knowledge management - CIKM '12  
We evaluate SonetRank with users on Amazon Mechanical Turk and show a significant improvement in ranking compared to state-of-the-art techniques.  ...  SonetRank builds and maintains a rich graph-based model, termed Social Aware Search Graph, consisting of groups, users, queries and results click-through information.  ...  ACKNOWLEDGEMENTS This project was supported in part by National Science Foundation grants IIS-1216032 and IIS-1216007. REFERENCES  ... 
doi:10.1145/2396761.2398569 dblp:conf/cikm/KashyapAH12 fatcat:yoxugpz22zgzbf2zedu5zk5wq4

Application of Graph Data Mining Method in Distribution Network Economic Evaluation

Jia-Qing Zhong
2012 Physics Procedia  
In this paper, a hierarchical economic evaluation index system for distribution network is established.  ...  This study have practical significance to network planning.  ...  There are some associations between factors in the establishment of index system, that is significant intersection with impact on the grid.  ... 
doi:10.1016/j.phpro.2012.05.111 fatcat:l5wpjtn2pnhdtpi3z4chuiukqa

Towards an integrated quality-oriented modeling approach for software evolution control

Adeel Ahmad, Henri Basson, Laurent Deruelle, Mourad Bouneffa
2010 2010 2nd International Conference on Software Technology and Engineering  
The operating environment can be significant for an applied change on a software artifact to propagate its mpact on the other components of the system.  ...  The software quality engineering community has been studying quality evaluation issues for a significant amount of time and made much progress in quality metrics.  ...  Factor represents the quality attribute from external view. Criteria evaluate the factor from an internal or developer aspect.  ... 
doi:10.1109/icste.2010.5608798 fatcat:ksujrnw5f5avhdbfrf3rhlpsxy

Communicating trustworthiness using radar graphs: A detailed look

Jason R. C. Nurse, Ioannis Agrafiotis, Sadie Creese, Michael Goldsmith, Koen Lamberts
2013 2013 Eleventh Annual Conference on Privacy, Security and Trust  
In this paper, we explore this notion of factors' importance by delving into detail on some of our recent user experiments and subsequent findings, partly described in previous work.  ...  These experiments used radar graphs to communicate trustworthiness as a function of five trust factors, namely competence, popularity, recency, corroboration and proximity.  ...  ACKNOWLEDGMENTS We would like to thank HW Communications Ltd for implementing the tablet PC prototypes used in the experiments.  ... 
doi:10.1109/pst.2013.6596085 dblp:conf/pst/NurseACGL13 fatcat:uhvfefwhkjg75frfnvxg4uhtfq

The Effect of Platelet Rich Plasma Dosage on the Tendon Healing in Rabbits

Min-Wook Kim, On Lim, So-Min Hwang, Min-Kyu Hwang, Jong-Seo Lee
2016 Journal of the Korean Society for Surgery of the Hand  
Conclusion: Autologous PRP enhanced tendon healing in rabbits.  ...  Direct injury model was adopted using 60 achilles tendons in 30 rabbits.  ...  The graph shows mean±standard deviation, that was evaluated by analysis of variance test (p=0.001). Significant value between one group and another group was evaluated by Tukey's method.  ... 
doi:10.12790/jkssh.2016.21.4.189 fatcat:kgshmqweqrbyvmrh5bsvazozfi

Nonbiological maternal risk factor for low birth weight on Latin America: a systematic review of literature with meta-analysis

Telma Regina Sanches Ranzani da Silva
2012 Einstein (São Paulo)  
Studies in non-pathological maternal risk factors to lowbirthweight and those evaluated by a Strengthening the Reportingof Observational Studies in Epidemiology Statement method under Cgrade were excluded  ...  The tool for methodological evaluation was theStrengthening the Reporting of Observational Studies in EpidemiologyStatement.  ...  ACKNOWLEDGEMENT We wish to thank Master Bruno Sanches Ranzani da Silva, lecturer at the Universidade Federal de Pelotas, in Pelotas (RS), for his invaluable contribution in the Portuguese and English grammar  ... 
doaj:537ee93f675d48f1926447b570923235 fatcat:lv7lmkpzgzdzjo6wchnlajdgqy

Evaluation of two interaction techniques for visualization of dynamic graphs [article]

Paolo Federico, Silvia Miksch
2016 arXiv   pre-print
Many studies in the literature have investigated the importance of maintaining the user's mental map across this temporal sequence, but usually each layout is considered as a static graph drawing and the  ...  Several techniques for visualization of dynamic graphs are based on different spatial arrangements of a temporal sequence of node-link diagrams.  ...  factors to be statistically significant, we performed an allpairs Tukey's honestly significant difference (HSD) post-hoc test.  ... 
arXiv:1608.08936v1 fatcat:j5l6bknd6nd47blfmywzd7ajsa
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