Reviewerly/exHarmony huggingface dataset:
Forecasting Cloud Resource Provisioning System using Supervised Machine Learning

One of the biggest challenges cloud computing faces is forecasting correctly the resource use for future demands. Consumption of cloud resources is consistently changing, making it difficult for algorithms to forecast to make precise predictions. Using of the machine learning in cloud computing leads to many benefits. Such as chances of the enhancement in the quality of the service via forecasting future burden of works and responding automatically with dynamic scaling. This motivates the work presented in this paper to predict CPU use of host machines for a single time and multiple times. This paper uses three supervised machine-learning algorithms to classify and predict CPU utilization because of their capability to keep data and predict accurate time series issues. It is tried to forecast CPU usage with better accuracy while comparing to traditional methods.
GUINEA: Conde's Surprise Move

Africa Research Bulletin: Political, Social and Cultural SeriesVolume 56, Issue 12 p. 22541C-22543B Internal Developments GUINEA: Conde's Surprise Move First published: 22 January 2020 https://doi.org/10.1111/j.1467-825X.2020.09215.xRead the full textAboutPDF ToolsRequest permissionExport citationAdd to favoritesTrack citation ShareShare Give accessShare full text accessShare full-text accessPlease review our Terms and Conditions of Use and check box below to share full-text version of article.I have read and accept the Wiley Online Library Terms and Conditions of UseShareable LinkUse the link below to share a full-text version of this article with your friends and colleagues. Learn more.Copy URL Share a linkShare onFacebookTwitterLinkedInRedditWechat No abstract is available for this article. Volume56, Issue12January 2020Pages 22541C-22543B RelatedInformation
NLRB Issues New Rule for Election Ballots

Seasoned labor professionals never tire of the unique energy of a ballot count. Particularly in larger elections, the ebb and flow of the vote tally can lead to a room filled with dozens of onlookers to be so quiet as to be able to hear a pin drop. Ballot counts occasionally are interrupted by an impromptu debate over the validity of a ballot. The employer argues the invalidity of an “X” in the “Yes” box when there is a dot in the “No” box. The union complains that a ballot with an erased check mark in the “Yes” box is still valid.
JavaScript and TypeScript: Part 2

In this chapter, I describe some of the more advanced JavaScript features that are useful for Angular development. I explain how JavaScript deals with objects, including support for classes, and I explain how JavaScript functionality is packaged into JavaScript modules. I also introduce some of the features that TypeScript provides that are not part of the JavaScript specification and that I rely on for some of the examples later in the book. Table 6-1 summarizes the chapter.
Using the Forms Tag Helpers

In this chapter, I describe the built-in tag helpers that are used to create HTML forms. These tag helpers ensure forms are submitted to the correct action or page handler method and that elements accurately represent specific model properties. Table 27-1 puts the form tag helpers in context.
Produkte: Vakuum in Forschung und Praxis 1/2020

Vakuum in Forschung und PraxisVolume 32, Issue 1 p. 9-9 Magazin Produkte: Vakuum in Forschung und Praxis 1/2020 First published: 17 February 2020 https://doi.org/10.1002/vipr.202070103 AboutPDF ToolsRequest permissionExport citationAdd to favoritesTrack citation ShareShare Give accessShare full text accessShare full-text accessPlease review our Terms and Conditions of Use and check box below to share full-text version of article.I have read and accept the Wiley Online Library Terms and Conditions of UseShareable LinkUse the link below to share a full-text version of this article with your friends and colleagues. Learn more.Copy URL Share a linkShare onEmailFacebookTwitterLinked InRedditWechat No abstract is available for this article. Volume32, Issue1February/March 2020Pages 9-9 RelatedInformation
3. Hate Speech and Freedom of Expression

This chapter assesses when, if ever, a state should restrict hate speech. Political disputes about this topic are part of broader disagreements about the limits of freedom of expression. The chapter makes a case for restricting hate speech when, and on the grounds that, it incites or makes more likely harm to particular members of society. It considers whether some familiar justifications for freedom of expression provide a persuasive case against this view, exploring arguments that appeal to autonomy, individual interests in expression, and the dangers of granting the state regulatory power. None of these justifications supports the protection of hate speech. The chapter then sketches the kinds of hate speech legislation that these arguments justify.
PL semantics

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Effectiveness of Probabilistic Image Sampling Techniques to Identify Hoax-related Images in Indonesia

Hoaxes are very common among Indonesians. The tendency of most Indonesians to believe everything they saw or heard and the rapid spread of information with questionable credibility in social media contribute to the quick growth of hoaxes. These hoaxes varies from the ‘light’ hoaxes such as April Fools pranks which are taken seriously to some ‘heavier’ ones such as political hoaxes. Fortunately, there are a lot of websites offering hoax identification services. But, most Indonesians would rather holding on the term ‘no picture means hoax’ than checking any kinds of information they received on those websites. As image editing software progressed forward, this old term is not really helpful. Forged images are easily made and spread through social media, and only few Indonesians know how to distinguish between real images and forged images. This research will focus on comparing the probabilistic image sampling techniques in order to combat hoaxes spreading through social media. Before being identified, several images (both forged and real) alongside some opinion-based questions regarding hoax-related imagery will be presented in a form of a survey to 167 respondents, in which most of respondents failed to identify the forged images. The success of the probabilistic image sampling technique will be based on the detection test score of each sampling techniques and their suitability with current situation in Indonesia
Automatic Scoring system for evaluating Comprehensive Answers using key features (ASCA)

Automatic evaluation of learner’s skills is the hot research area in the field of Machine learning. The key idea behind automatic scoring system for evaluating students answer is to reduce the time for instructors in evaluating the test paper and to make the scores consistent. This paper not only aims to evaluate the answer and also takes care of malpractice by implementing plagiarism and also redundant sentences. Redundant sentences may lead to erroneous grades. Experimental results show that our system shows better grading than the existing and also has higher match with the human judgment, especially for the answer that has higher similarity with answer key.
Moving Data with Rvalue References

In Exploration 40, I introduced std::move() without explaining what it really does or how it works. Somehow it moves data, such as a string, from one variable to another, instead of copying the string contents, but you must be wondering how it works its wonders. The function itself is surprisingly simple. The concepts that underlie that simple implementation are more complicated, which is why I have waited until now to introduce the complexities and subtleties involved.
Japan

With the coronavirus pandemic disrupting activity in Japan and worldwide, we expect GDP to record a sharp contraction in 2020. Domestic demand will fall rapidly as people stay at home while crumbling foreign demand and supply chain disruptions will hit manufacturers and exporters. We now expect GDP in 2020 to shrink 4.8%, compared to our January forecast of 0.3% growth, highlighting how quickly the pandemic and the containment measures have clouded the economic outlook in Japan and across the world. For 2021, we forecast GDP to grow 3.9%, with the now‐postponed Tokyo Olympics providing a modest but welcome boost.
Your First Angular App

The best way to get started with Angular is to dive in and create a web application. In this chapter, I show you how to set up your development environment and take you through the process of creating a basic application, starting with a static mock-up of the functionality and applying Angular features to create a dynamic web application, albeit a simple one. In Chapters 7 – 10 , I show you how to create a more complex and realistic Angular application, but for now, a simple example will suffice to demonstrate the major components of an Angular app and set the scene for the other chapters in this part of the book.
The Rapport Sandwiched between Markov Models and BOSS

Many security experts would agree that, had it not been for the construction of model checking, the deployment of access points might never have occurred. In this paper, we verify the de- ployment of the UNIVAC computer. In this po- sition paper we verify that though the acclaimed trainable algorithm for the deployment of hash tables by Brown [21] is recursively enumerable, context-free grammar and the World Wide Web are generally incompatible. We leave out these results for anonymity
PREFACE

Abstract The 2 nd International Conference on Global Issue for infrastructure, environment &amp; socio-economic development (IC-GIESED 2018) was held in Makassar, Indonesia on September 1 1, 2019. IC-GIESED 2019 is dedicated to address issues related to renewable energy technologies, grid interactions, energy efficiency, green environment, sustainable agriculture, data analytics, economics and finance, environmental and social impact as well as policy and climate change implications, hosted by Post Graduate School of Hasanuddin University and Publication Management Centre (PMC), Hasanuddin University. The global use of renewable energy has been triggered by a wide range of application including improving energy security and access, advancing economic development and increasing concern on global warming. These issues are critical to progress toward global concern in the area of poverty reduction, agriculture, industrialization and economic development, environment, health and education. The conferences aims to accommodate the latest issue in modern renewable energy sources, technology in renewable energy utilization, energy efficiency, social, legal and economic framework, energy policy, environmental effect, health and education and global warming concern. Professors from Japan and Australia are invited to deliver keynote speeches, together with invited speakers from Malaysia and Indonesia. Their presence indicates the concern and role of the researchers, scientists and practitioners which are significant in keeping Global Issue for infrastructure, environment &amp; socio-economic development. We would like to appreciate all authors who have contributed to this proceedings, the conference committee, speakers, attendees, organizing committee and sponsors who have made the 2 nd GIESED 2019 a succces. We wish the conference will have siginificant contribution in field of global issue for infrastructure, environment &amp; socio-economic development. We are also expecting that this conference proceeding contributes in looking at a new paradigm for global Issue for infrastructure, environment &amp; socioeconomic development. Herman Parung Chair of Organizing Commitee GIESED 2019. Muhammad Arsyad Director of Publication Management Centre Hasanuddin University
Mobile Application

The Unified Interface within Dynamics 365 CE expands its capabilities to give users a seamless experience across desktop and mobile. Seamless is a word often used to describe many things within technology, and in this case it reflects the ability to allow a user to use the same thought process whether using the application on a desktop, laptop, or mobile device. This is important because, as a result of restrictions on the number of fields and sections, forms within Dynamics 365 CE previously had to be designed separately depending on the device being used. This will no longer need to be the case with the Unified Interface, which will load forms optimally depending on the screen size of the application.
Research and improvement of RRT algorithm for mobile robot navigation

At present, the sampling based fast search random tree algorithm is widely used in robot exploration environment. However, due to the randomness, blindness and time-consuming problems of RRT algorithm, an improved RRT algorithm is proposed in this paper, The algorithm improves the running speed and effect of RRT algorithm through dynamic selection of bidirectional sampling target points,
JavaScript and TypeScript: Part 1

In this chapter, I provide a quick tour of the most important basic features of the JavaScript language as they apply to Angular development. I don’t have the space to describe JavaScript completely, so I have focused on the essentials that you’ll need to get up to speed and follow the examples in this book. In Chapter 6 , I describe some of the more advanced JavaScript features that you will need and some of the additional features provided by TypeScript.
Propositionalism

Propositionalism is the claim that all logical relations can be captured by propositional logic. It is usually regarded as obviously false, because propositional logic seems too weak to capture the rich logical structure of language. I show that there is a clear sense in which propositional logic can match first-order logic, by producing formalizations that (i) are valid iff their first-order counterparts are, and (ii) also respect grammatical form as the propositionalist construes it. I explain the real reason propositionalism fails, which is more subtle and more interesting.
Hierarchical Data Transmission and Processing Analysis of Sensor Network System

Abstract Hierarchical structure is the method and means of data transmission in sensor network system. The large-scale application of sensor network system and a large number of data acquisition will produce massive data. In order to reduce the load of sensor network processor system and make data transmission more reliable and convenient. For the transmission and processing of streaming and structured data, the data can be processed hierarchically and dimensionally. Hierarchical processing can effectively reduce the load of the network system; Dimensionality reduction can effectively compress the amount of data to reduce the time of data transmission and processing. Hierarchical operation is a necessary step for data transmission and processing in sensor networks, and has been applied in large-scale data transmission and processing algorithms.
Guided Simulations

Guided simulations are cine-VR experiences developed by the GRID lab where a viewer is “guided” through a simulation via text prompts. These prompts help create the perception of being part of a conversation instead of idly viewing a conversation. Once recorded, the same simulation could benefit countless trainees at any hour of the day or night. Given the training's scalability, the theorized that Guided Simulations could be used to accommodate a variety of challenging topics or patients. Early indicators suggest that viewing guided simulations in a headset is more likely to produce the desired results than via other methods (i.e., handheld device or flatscreen monitor) because distractions are minimized, and engagement is maximized. This will come as no surprise to those who have read studies that show that students who take notes during lectures are more likely to retain the information. Once the “perfect scene” has been captured with Guided Simulations, it is consistently repeatable any number of times.
A Study on How to Expand the Role of MILITARY Mobilization Forces in the Event of a National Disaster -Focusing on the Local Government and Regional Reserve Forces-

Purpose: This pater proposes a plan to expand the role of Regional Reserve Forces(RRF) as a key mobilization force for regional defense, in the event of a national disaster, and to more effectively support the disaster re-sponse of the local community. It also proposes a desirable policy direction for the advancement of cooperative governance of local communities on disasters toward international cooperative security against non-traditional threats. Method: Firstly, it analyzed laws and regulations related to disaster and RRF, and then reviewed the reality of the organization and formation of Regional Defense Battalions(RDB), Local Government’s Disaster & Safety Countermeasures Headquarters(DSCHQ), Defense Integrated Disaster Management Information System(DID-MIS), and compensation costs, etc. In addition, the analysis of Disaster Mobilization cases and the opinions of experts were reflected. Results: ‘The disaster mobilization of RRF must be clearly and concretely presented in relevant laws and reg-ulations. Mobilization requirements give flexibility to mobilize from the beginning of the disaster, but the dead-line must be strictly specified. If Part-time Reservist are employed as liaison officers, disaster officers, and military affairs cooperation officers of local governments, it is possible to expect not only the disaster management of local governments but also the development of the Regional Integrated Defense System(RIDS). Conclusion: One of the important missions of the reserve forces is to protect the lives and property of the people from disasters and to support the local community. The disaster management of local governments in the future will require more military support. Therefore, the disaster management should be given high priority to national policy. Furthermore, a disaster management agenda that can lead the international community should be drawn up, and the role and contribution of the RRF to the international community should be sought.
Soft Computing Techniques: An Overview

In today's complex real-world problems, we have to use newer tools with more capabilities instead of the classic modeling and solving tools. Soft computing is exactly the powerful tool that allows us to model and solve complex, large-scale real-world problems. Not only soft computing tools can be used individually, but by combining them together, better tools can be obtained to model various aspects of real problems such as complexity and uncertainty simultaneously. In this chapter, a concise review of soft computing techniques will be provided.
Creating a Web Service

In this chapter, I start the process of creating an HTTP web service that the Angular application can use to request data from ASP.NET Core MVC. This process is not as simple as it might be because of the way that different features interact, both in the MVC and Angular parts of the application, but the result is a solid foundation for accessing data that I build on in Chapter 6 to support a complete set of data operations.
Trends in total heat content in a very long climate change simulation

&amp;lt;p&amp;gt;The equivalent potential temperature&amp;amp;#160;&amp;lt;em&amp;gt;&amp;amp;#920;&amp;lt;sub&amp;gt;e&amp;lt;/sub&amp;gt;&amp;lt;/em&amp;gt;&amp;amp;#160;is a useful measure of the total heat content in the atmosphere, as it is conserved during both dry adiabatic and wet adiabatic processes. It is defined as letting an air parcel expand pseudo-adiabatically until all the water vapour has condensed, release and precipitate all its latent heat and compress it dry-adiabatically to the standard pressure of 1000 hPa.&amp;lt;/p&amp;gt;&amp;lt;p&amp;gt;Changes in surface or air temperature can thus be related to changes in humidity. For example, the relative contributions of temperature and humidity changes in tropical cyclones can be addressed, Arctic amplification due to the fact that saturation mixing ratio follows an exponential curve with temperature can be investigated, and by considering&amp;amp;#160;&amp;lt;em&amp;gt;&amp;amp;#920;&amp;lt;sub&amp;gt;e&amp;lt;/sub&amp;gt;&amp;lt;/em&amp;gt;&amp;amp;#160;in different vertical levels, an assessment of changes in convective stability can be made.&amp;lt;/p&amp;gt;&amp;lt;p&amp;gt;We have conducted a very long climate simulation with a global model interactively coupled to a Greenland ice sheet component. An extended RCP8.5 scenario is applied, where emissions of greenhouse gases continue to increase and then eventually level out around 2250. The model is then run for another 1000 years. With such an extreme forcing, all Arctic sea ice has completely disappeared, and a large part of the Greenland Ice Sheet has melted at the end of the simulation.&amp;lt;/p&amp;gt;&amp;lt;p&amp;gt;We examine changes in the total heat content based on observations and model data for past and present as well as for future climate. Daily data, allowing the identification of individual weather systems will be discussed for time slices with a seasonally and later a totally ice-free Arctic.&amp;lt;/p&amp;gt;
Kaspersky reports surge in cyber-attacks on selfies and other biometry

A major rise in cyber-fraudsters stealing people's selfie photos and other biometric data has been discovered by security giant Kaspersky.
Hone Your Calling Skills

Nonprofit Communications ReportVolume 18, Issue 5 p. 7-7 Articles Hone Your Calling Skills First published: 07 April 2020 https://doi.org/10.1002/npcr.31470Read the full textAboutPDF ToolsRequest permissionExport citationAdd to favoritesTrack citation ShareShare Give accessShare full text accessShare full-text accessPlease review our Terms and Conditions of Use and check box below to share full-text version of article.I have read and accept the Wiley Online Library Terms and Conditions of UseShareable LinkUse the link below to share a full-text version of this article with your friends and colleagues. Learn more.Copy URL Share a linkShare onFacebookTwitterLinkedInRedditWechat No abstract is available for this article. Volume18, Issue5May 2020Pages 7-7 RelatedInformation
Outlier detection using modal decomposition in vehicle frontal crash analysis

In recent years, the development process of automobiles has been more complex than ever. It is quite important to properly evaluate the influence on its performance caused by a design change in order to accurately assess the development status and to avoid reworking. However, detecting every important event and so-called outliers during highly complex vehicle crash is a difficult problem. This paper introduces deformation-mode decomposition using principal component analysis and distance measurement in its modal space. With this approach, differences in behavior are represented by the distance between two points in modal space so that the comparisons are objective and quantitative. Besides, subtle changes in the behavior of parts can also be captured compared with conventional approaches using scalar criteria such as distance between two structural points. An example case of this method has been demonstrated with a NCAC full car FE model, and the results with DIFFCRASH and EVENT DETECTION by SIDACT GmbH successfully visualized the change in behavior of the front side frame.