Benchmark Analysis of YOLO Performance on Edge Intelligence Devices

Abstract Purpose – The situation in the field of gambling is changing due to the rise of Internet and Mobile gambling. In general gambling consumption is increasing every year, but the distribution of consumption has radically changed from Land Based gambling to Remote gambling. The purpose of this article is to present an overview of the world gambling industry and a specific overview in Austria, Croatia, Italy and Slovenia in order to find some main similarities and differences in observed period. Design/Methodology/Approach – The main research question is How important is gambling for the involved countries and what proportion of the national GDP does the gambling revenue account for? This paper presents the analysis of five statistical databases for the last sixteen years in order to find out some patterns, cyclical or seasonal features or other significant information that allows us to do forecasting of the future revenue with a certain degree of accuracy. We have systematically searched and collected data from the World Bank and the National Statistical Offices websites of the given countries. Statistical methods were used for benchmark analysis, while Box and Jenkins approach and ARIMA modelling were used for forecasting. Findings – The smallest increase was recorded in Slovenia and the largest in Italy. The same effects were also observed in the GDP of these countries. Thus, the state budgets of Croatia and Italy are increasingly dependent on gambling taxes. It also has negative wages. The gambling addictions among the locals have become more frequent as well. Originality of the research – The article shows the forecasts of the gambling revenue and its share in the GDP by 2027. We want to alert decision makers to adopt appropriate policies. States need to rethink their views on gambling and the excessive dependence of the state budget on gambling taxes. This is the first time a single comparative analysis of these countries and the above mentioned forecast has been conducted.

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Benchmark analysis for recycled glass in Austrian Waste Management

Detritus ◽

10.31025/2611-4135/2020.14038 ◽

2020 ◽

pp. 87-98

Author(s):

Karl Friedrich ◽

Stephan Holzschuster ◽

Theresa Fritz ◽

Roland Pomberger ◽

Alexia Aldrian

Keyword(s):

Practical Experience ◽

Quality Parameters ◽

Pricing Policy ◽

Benchmark Analysis ◽

Recycled Glass ◽

Glass Processing ◽

Production Capacities ◽

Glass Recycling ◽

Degree Of Degradation

The amendment of the Waste Framework Directive of the European Commission has set a new target for the use of recyclates. It is one of the most significant findings of this strategy that recyclates are currently too infrequently integrated into new products. Glass recycling, however, is widely accepted by the society. The chemical and physical properties of glass enable an almost 100% rate of recycling. Furthermore, the society is experienced in separating glass by colour, resulting in high-quality recycling glass for the production of new glass. Cullets are significant here. Evidently, the price of recyclates is linked to the price of primary material. Practical experience has shown, however, that pricing also correlates with different quality parameters such as degree of mixing, degree of degradation and presence of impurities. This paper examines the correlation between different quality features and how they affect the price of cullets. Experts from the Austrian processing and recycling business were interviewed about the important parameters of their quality inspection and how they affect the pricing policy. Additionally, quality parameters for input and output material are included. Besides the interviews, specific questions on correlations between the price and quality of cullets were e-mailed to several stakeholders in the glass industry. Experts from the glass processing industry did not confirm a correlation between price and quality, however: higher quality does not necessarily mean higher prices. Glassworks are ready to pay higher prices for higher qualities in order to meet their sustainability objectives or to expand their production capacities.

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Benchmark Analysis: Shopping with Proper Confidence

Risk Analysis ◽

10.1111/j.1539-6924.2005.00636.x ◽

2005 ◽

Vol 25 (4) ◽

pp. 913-920 ◽

Cited By ~ 12

Author(s):

Walter W. Piegorsch ◽

R. Webster West

Keyword(s):

Benchmark Analysis

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Benchmark Analysis with FaCT

Lecture Notes in Computer Science - Automated Reasoning with Analytic Tableaux and Related Methods ◽

10.1007/10722086_6 ◽

2000 ◽

pp. 62-66 ◽

Cited By ~ 8

Author(s):

Ian Horrocks

Keyword(s):

Benchmark Analysis

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VVER-440 fresh core depletion benchmark analysis using MCNPX

International Journal of Nuclear Energy Science and Technology ◽

10.1504/ijnest.2020.115908 ◽

2020 ◽

Vol 14 (3) ◽

pp. 206

Author(s):

S.M. Shauddin

Keyword(s):

Benchmark Analysis

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Complications after liver surgery: a benchmark analysis

HPB ◽

10.1016/j.hpb.2018.12.013 ◽

2019 ◽

Vol 21 (9) ◽

pp. 1139-1149 ◽

Cited By ~ 10

Author(s):

Fabio Bagante ◽

Andrea Ruzzenente ◽

Eliza W. Beal ◽

Tommaso Campagnaro ◽

Katiuscha Merath ◽

...

Keyword(s):

Liver Surgery ◽

Benchmark Analysis

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Measuring European cultural and creative cities efficiency: a metafrontier DEA approach

Journal of Economic Studies ◽

10.1108/jes-06-2019-0265 ◽

2020 ◽

Vol 47 (4) ◽

pp. 891-909 ◽

Cited By ~ 1

Author(s):

Justo De Jorge-Moreno ◽

Virignia De Jorge-Huertas

Keyword(s):

Best Practices ◽

Design Methodology ◽

Composite Index ◽

Data Envelopment ◽

Policy Makers ◽

Content Type ◽

Benchmark Analysis ◽

Creative Cities ◽

European Cities ◽

Analysis Methodology

PurposeThe purpose of this paper is to conduct a benchmark analysis of European cities based on the estimation of a composite index of efficiency from the dimensions of the Cultural and Creative Cities Monitor 2017 (CCCM). The study helps to initiate a new exploration path based on this information, using a segmentation criterion of countries according to their economic and demographic characteristics, in search of greater comparative homogeneity.Design/methodology/approachIn this paper, the metafrontier methodological proposal with data envelopment analysis (DEA) has been used to compare the groups of cities individually with their joint reference.FindingsThe results obtained indicate, from a greater control of heterogeneity, through the segmentation of the sample of cities and the metafrontier methodology, that the composite index (IEC3) through the enveloping data analysis methodology (DEA) is more robust than that obtained with the arbitrary assignment of CCCM weights. The analyses carried out make it possible to study and conduct more real and rigorous comparisons of the cities that experience the best practices, unlike other more distant ones. Reference to cities such as Paris, Louvain and Cork could serve as a basis for possible improvements.Originality/valueIt is important to bear in mind that the possible urban policies of a city and the creative strategies and their derived impact are different, because of the diversity in each city. These new comparability possibilities could serve as a tool for economic policy makers, companies and local managers to carry out learning and simulation processes in the improvement of creative cities.

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