Analysis of Incident Impact Factors and Development of SMOGN-DNN Model for Prediction of Incident Clearance Time

Author(s):  
Gyu Ri Yun ◽  
◽  
Sang Hoon Bae
2014 ◽  
Vol 2014 ◽  
pp. 1-11 ◽  
Author(s):  
Yang beibei Ji ◽  
Rui Jiang ◽  
Ming Qu ◽  
Edward Chung

Accurate prediction of incident duration is not only important information of Traffic Incident Management System, but also an effective input for travel time prediction. In this paper, the hazard based prediction models are developed for both incident clearance time and arrival time. The data are obtained from the Queensland Department of Transport and Main Roads’ STREAMS Incident Management System (SIMS) for one year ending in November 2010. The best fitting distributions are drawn for both clearance and arrival time for 3 types of incident: crash, stationary vehicle, and hazard. The results show that Gamma, Log-logistic, and Weibull are the best fit for crash, stationary vehicle, and hazard incident, respectively. The obvious impact factors are given for crash clearance time and arrival time. The quantitative influences for crash and hazard incident are presented for both clearance and arrival. The model accuracy is analyzed at the end.


2012 ◽  
Vol 17 (3) ◽  
pp. 190-198 ◽  
Author(s):  
Günter Krampen ◽  
Thomas Huckert ◽  
Gabriel Schui

Exemplary for other than English-language psychology journals, the impact of recent Anglicization of five former German-language psychology journals on (1) authorship (nationality, i.e., native language, and number of authors, i.e., single or multiple authorships), (2) formal characteristics of the journal (number of articles per volume and length of articles), and (3) number of citations of the articles in other journal articles, the language of the citing publications, and the impact factors (IF) is analyzed. Scientometric data on these variables are gathered for all articles published in the four years before anglicizing and in the four years after anglicizing the same journal. Results reveal rather quick changes: Citations per year since original articles’ publication increase significantly, and the IF of the journals go up markedly. Frequencies of citing in German-language journals decrease, citing in English-language journals increase significantly after the Anglicization of former German-language psychology journals, and there is a general trend of increasing citations in other languages as well. Side effects of anglicizing former German-language psychology journals include the publication of shorter papers, their availability to a more international authorship, and a slight, but significant increase in multiple authorships.


1980 ◽  
Vol 35 (11) ◽  
pp. 1048-1049 ◽  
Author(s):  
Leighton E. Stamps ◽  
Lawrence A. Fehr
Keyword(s):  

Phlebologie ◽  
1998 ◽  
Vol 27 (03) ◽  
pp. 77-83
Author(s):  
A. Finzen

ZusammenfassungWissenschaftliche Leistungen leben von der Originalität ihrer Urheber. Der Ver-such, sie zu quantifizieren, erscheint als Widerspruch in sich. Um so irritierender ist der Siegeszug des sogenannten Impact Factors, eines Konstrukts des amerikanischen Institute of Scientific Information (ISI), das den Anspruch stellt, über die Häufigkeit der Zitierung von – vom ISI erfaßten – Zeitschriften das Gewicht der in diesen publizierenden Wissenschaftler zu messen. Seit naturwissenschaftliche und medizinische Forschungseinrichtungen und Fakultäten dazu übergehen, den Impact Factor zur Grundlage für die Verteilung von Forschungsgeldern und zur Guillotine für wissenschaftliche Karrieren zu machen, schickt er sich an, die internationale Wissenschaftskultur zu verändern. Deshalb ist es an der Zeit, daß die Öffentlichkeit dieses Zeitgeistphänomen zur Kenntnis nimmt und sich mit seinen Folgen auseinandersetzt.


2009 ◽  
Vol E92-B (4) ◽  
pp. 1233-1243
Author(s):  
Yasuhiro SATO ◽  
Shingo ATA ◽  
Ikuo OKA ◽  
Chikato FUJIWARA

2020 ◽  
Vol 9 (2) ◽  
Author(s):  
Bùi Thị Bích Lan

In Vietnam, the construction of hydropower projects has contributed significantly in the cause of industrialization and modernization of the country. The place where hydropower projects are built is mostly inhabited by ethnic minorities - communities that rely primarily on land, a very important source of livelihood security. In the context of the lack of common productive land in resettlement areas, the orientation for agricultural production is to promote indigenous knowledge combined with increasing scientific and technical application; shifting from small-scale production practices to large-scale commodity production. However, the research results of this article show that many obstacles in the transition process are being posed such as limitations on natural resources, traditional production thinking or the suitability and effectiveness of scientific - technical application models. When agricultural production does not ensure food security, a number of implications for people’s lives are increasingly evident, such as poverty, preserving cultural identity, social relations and resource protection. Since then, it has set the role of the State in researching and building appropriate agricultural production models to exploit local strengths and ensure sustainability.


2019 ◽  
Vol 3 ◽  
pp. 13 ◽  
Author(s):  
Vishnu Chandra ◽  
Neil Jain ◽  
Pratik Shukla ◽  
Ethan Wajswol ◽  
Sohail Contractor ◽  
...  

Objectives: The integrated interventional radiology (IR) residency has only been established relatively recently as compared to other specialties. Although some preliminary information is available based on survey data five, no comprehensive bibliometric analysis documenting the importance of the quantity and quality of research in applying to an integrated-IR program currently exists. As the first bibliometric analysis of matched IR residents, the data obtained from this study fills a gap in the literature. Materials and Methods: A list of matched residents from the 2018 integrated-IR match were identified by contacting program directors. The Scopus database was used to search for resident research information, including total publications, first-author publications, radiology-related publications, and h-indices. Each matriculating program was categorized into one of five tiers based on the average faculty Hirsch index (h-index). Results: Sixty-three programs and 117 matched residents were identified and reviewed on the Scopus database. For the 2018 cycle, 274 total publications were produced by matched applicants, with a mean of 2.34 ± 0.41 publication per matched applicant. The average h-index for matched applicants was 0.96 ± 0.13. On univariate analysis, the number of radiology-related publications, highest journal impact factor, and h-index were all associated with an increased likelihood of matching into a higher tier program (P < 0.05). Other research variables displayed no statistical significance. All applicants with PhDs matched into tier one programs. Conclusions: Research serves as an important element in successfully matching into an integrated-IR residency. h-index, number of radiology-related manuscripts, and highest journal impact factors are all positively associated with matching into a higher tier program.


2007 ◽  
Vol 2 (1) ◽  
pp. 24-29
Author(s):  
Rengarajan N ◽  
◽  
Palani S ◽  
Ravichandiran C.S ◽  
◽  
...  

Author(s):  
Brendan Luyt

This paper argues that the rise of the JIF is a result of the perceived value of quantification measures in modern society and the restructuring of capitalism. Two key implications of this acceptance are explored: an increase in global academic dependency and a lessening of autonomy in the scientific field.Cet article défend la thèse que la montée du FIRS est le résultat de la valeur perçue des mesures de quantification de la société moderne et de la restructuration du capitalisme. Seront explorées deux conséquences importantes de cette acceptation : une augmentation de la dépendance globale du milieu universitaire et une perte d'autonomie du milieu de la science. 


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