Reviewerly/exHarmony huggingface dataset:
THE ROLE OF EDUCATION IN THE FUTURE OF WORK

Leader to LeaderVolume 2021, Issue 100 p. 57-59 FROM THE FRONT LINES THE ROLE OF EDUCATION IN THE FUTURE OF WORK First published: 18 June 2021 https://doi.org/10.1002/ltl.20570Read 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 onEmailFacebookTwitterLinked InRedditWechat Volume2021, Issue100Spring 2021Pages 57-59 RelatedInformation
Optimization of Complex Thermally Electrically Coupled Buildings using Genetic Programming to Identify Optimal Energy Flow Controllers

During the last years, renewable energy sources and their management have become increasingly important to help driving forward the energy transition and slow down the global warming. Current energy management systems are either simple but not optimal or very complex, computationally intensive and optimal. Despite that, they also often focus on the optimization of just the electrical energy ows of buildings so far. This work focuses on the development of a linear model predictive controller as well as heuristic energy ow controllers for optimizing a complex thermally-electrically coupled system. For that, a real world building is modelled in MATLAB Simulink and used for the training process of the heuristic controllers as well as for the evaluation of the different optimizers in simulation with different timespans. It is found that the linear MPC works better than a rule-based self consumption optimization and that the heuristic controllers work significantly better than these two for all evaluation timespans up to 180 days, while they perform significantly worse for 364 days.
Copyright: subsistence

The fourth edition of Australian Intellectual Property Law provides a detailed and comprehensive, yet concise and accessible discussion of intellectual property law in Australia. This edition has been thoroughly revised to cover the most recent developments in intellectual property law, including significant case law and discussion of the proposed and enacted amendments to the Copyright Act 1968 (Cth), the Patents Act 1990 (Cth) and the Plant Breeder's Rights Act 1994 (Cth). The text has been restructured, but continues to provide a complete discussion of the black-letter aspects of the law. Commencing with copyright, then followed by design law, confidential information, patents, plant breeder's rights, then finally trade marks. The work ends with a chapter on enforcing legal rights and civil remedies. Written by highly-respected intellectual property law researchers this text is an invaluable resource for both undergraduate and postgraduate students, academics and other professionals working with intellectual property.
Python Career

Well young hero, it has been a long journey. We have overcome many foes – nefarious villains like Jack Hammer and the vile Algebro. We have read through this mystical tome and gained insight and wisdom that have allowed us to enhance our powers to heights previously unknown. We are talking Mount Everest types of heights.
Review of “ Subsidence associated with oil extraction, measured from time-series analysis of Sentinel-1 data : case study of the Patos-Marinza oil field, Albania” by Metois et al.

Review of " Subsidence associated with oil extraction, measured from time-series analysis of Sentinel-1 data : case study of the Patos-Marinza oil field, Albania" by Metois et al.The paper provides original data and analyses on ground deformation contemporary to a shallow oil field exploitation.Â ȃÂ ȃ The paper focusses on the analysis of (2014-2018) surface deformation in the vicinity of the Patis-Marinza oil field, Albania, that operates since 1939.The main result points on an average 15 mm/yr subsidence rate, 2014-2018, above the reservoir zone "where most of the horizontal wells are located".
Development of The AR School App for Children with Hearing Impairment Who Begin Learning Ecuadorian Sign Language using Augmented Reality

Augmented reality AR has been used for many years in different fields of education. It has provided advantages in learning, However, no applications focused on the initial learning of Ecuadorian sign language for children with hearing impairments in their primary school years have been found. In this paper we present the development of a mobile application based on augmented reality, the Unity tool was used as a platform for mobile devices and the Vuforia SDK complement for augmented reality. With this application, the child can see the gesticulation of words in sign language through the use of printed templates. It also has an option to perform a quiz that will allow it to evaluate the knowledge the children acquired from the learning module. The mobile application called ARSchool based on augmented reality which is designed and adapted for people with hearing impairment, mainly for school-age children, as support for the initial learning of sign language in Ecuador. Once the application was developed, it was tested both at school and at home, in which teachers and parents made children with hearing impairments interact.
Copyright, designs and related rights

The fourth edition of Australian Intellectual Property Law provides a detailed and comprehensive, yet concise and accessible discussion of intellectual property law in Australia. This edition has been thoroughly revised to cover the most recent developments in intellectual property law, including significant case law and discussion of the proposed and enacted amendments to the Copyright Act 1968 (Cth), the Patents Act 1990 (Cth) and the Plant Breeder's Rights Act 1994 (Cth). The text has been restructured, but continues to provide a complete discussion of the black-letter aspects of the law. Commencing with copyright, then followed by design law, confidential information, patents, plant breeder's rights, then finally trade marks. The work ends with a chapter on enforcing legal rights and civil remedies. Written by highly-respected intellectual property law researchers this text is an invaluable resource for both undergraduate and postgraduate students, academics and other professionals working with intellectual property.
Message from the GrAPL 2021 Workshop Chairs

Message from the Workshop ChairsGrAPL 2021: Workshop on Graphs, Architectures, Programming, and Learning, brings together two closely related topics --how the synthesis (representation) and analysis of graphs is supported in hardware and software, and the ways graph algorithms interact with machine learning to learn structured models and representations.Driven by the natural outgrowth of a wide range of methods used in large-scale data analytics workflows, GrAPL's scope is broad.GrAPL'2021 is the third edition of the merger between two successful workshop series at IPDPS: GABB and GraML.GABB started at IPDPS'14 with a program of invited-talks and panel discussions.GraML was held at IPDPS in 2017 and 2018.
Aggregated clustering for grouping of users based on web page navigation behaviour

In this epoch, a significant amount of patterns are retrieved using data mining techniques. Clustering is one of the technique that plays an vital role in web mining. This paper works on MSNBC dataset with the average access length of 6. It aims to cluster the users based on their navigation behaviour. An iterative aggregated clustering is proposed, in which various clustering algorithms like EM clustering, farthest first, K-means clustering, density based cluster, filtered cluster are applied on the dataset. The resultant clusters from various algorithms are aggregated correspondingly and the frequency of instances in each cluster is determined. Then the instance with two-third majority is grouped in that cluster. The work revealed that 91% of users clustered in the first iteration under 17 clusters and 99% of users in subsequent iterations in another 17 clusters and rest of the users are grouped as one cluster, resulting 35 hard clusters.
Relevance of a Teaching Program to the Challenges of Industry 4.0

Objective: to identify the degree of relevance of the Food Science and Technology Engineering Teaching Program (PDICTA) to face the challenges demanded by the Fourth Industrial Revolution or Industry 4.0. Method: to collect the data, a survey was applied as a measurement instrument, using the Likert scale of five response options to 10 items for a representative sample of 12 teachers and 14 graduates of the program. For the analysis of the survey data, descriptive statistics was applied. Results: The findings were as follows: in 4 of the items, the professors and graduates declared to agree, while in the remaining 6 items, the results showed different responses that were at levels that varied from disagreeing, neutral and agreement. Discussion and conclusion: that both professors and graduates agreed that the former supported the latter in the development of four of the ten skills or competencies demanded by Industry 4.0, indicating that the PDICTA is in a process of exchange to enter the labor market demanded by Industry 4.0.
Privacy preserving data mining using hiding maximum utility item first algorithm by means of grey wolf optimisation algorithm

In the privacy preserving data mining, the utility mining casts a very vital part. The objective of the suggested technique is performed by concealing the high sensitive item sets with the help of the hiding maximum utility item first (HMUIF) algorithm, which effectively evaluates the sensitive item sets by effectively exploiting the user defined utility threshold value. It successfully attempts to estimate the sensitive item sets by utilising optimal threshold value, by means of the grey wolf optimisation (GWO) algorithm. The optimised threshold value is then checked for its performance analysis by employing several constraints like the HF, MC and DIS. The novel technique is performed and the optimal threshold resultant item sets are assessed and contrasted with those of diverse optimisation approaches. The novel HMUIF considerably cuts down the calculation complication, thereby paving the way for the enhancement in hiding performance of the item sets.
Pixel Value Differencing Steganography

In this chapter, the author describes the different categories of pixel value differencing (PVD) techniques and their performances. The main goal in PVD technique is to find the pixel value difference. If it is large, hide the larger number of bits; otherwise, hide the lesser number of bits. The traditional PVD techniques operates on 2, 4, and 8 pixel blocks to calculate the pixel value difference and then take the embedding decision. The traditional PVD techniques use a range table to decide the embedding capacity in a block. The adaptive PVD techniques do not use any range table and calculate the embedding capacity dynamically for every block based on the pixel values of that block. Most of the traditional PVD techniques are attacked by pixel difference histogram (PDH) analysis, but adaptive PVD techniques are tolerant to PDH analysis.
Reports of Conferences, Institutes, and Seminars

This column covers several conference sessions from the 14th annual Electronic Resources & Libraries Conference, providing guidance on how to navigate ebook duplication, improving documentation and workflows, implementing OpenAthens, and experiences with Project SILLVR (Streaming Interlibrary Loan Video Resources)and knowledge bases and related tools (KBART) automation. There is also a report from IFLA’s SIG Library Publishing Mid-Term meeting, which was an ideological meeting in nature, discussing community building, resource sharing, and status updates. A report from the 2018 Charleston Conference is also included.
Integers

In this chapter, we will construct the set of integers from the set of natural numbers through equivalence classes. We will begin by discussing the motivation for defining integers. We will define integers and discuss general properties of integers. We will then define and derive general properties of integer operations, including addition, subtraction, negative operator, identity operator, multiplication, and division. As we proceed in this chapter, we will show that non-negative integers are isomorphic to natural numbers.
PEMBUATAN ANIMASI DALAM MENJALANKAN RUKUN ISLAM MENGGUNAKAN APLIKASI 3DS MAX

In Islam, there are five pillars that become general guidelines for Muslims. These five pillars are called the Five Pillars of Islam. The Five Pillars of Islam are an important basis that must be known by all Muslims. In delivering this information, technology's role is needed because the development of information technology is currently developing very rapidly. Information is one of the needs that are needed by many people. Animation is one of the media in the delivery of information. With animation, the information conveyed can attract attention and increase motivation because it provides an easier understanding of the information provided. This research aimed to make an animation as an information media in carrying out the Five Pillars of Islam. By utilizing the application from 3DS Max, the information will be packaged in the form of 3D animation, the results will later be used as a medium for education or learning about what and how to carry out the pillars of Islam, especially for converts.
New Access to Improve Super Resolution using Convolution Neural Network

Super Resolution is the process to enhance image quality by increasing the pixel densities from a low resolution image. Several methods are proposed in the last few decades. We survey several methods like filtration method i.e. Scalar Smoothness Index filtration, learning based method using Convolution Neural Network. We also propose a new algorithm where we use filtration technique as a preprocessing technique of learning based method.
Hydrologist postcard

First posted July 23, 2020 For additional information, contact: Director, Kansas Water Science Center U.S. Geological Survey1217 Biltmore Drive Lawrence, KS 66049 Hydrologists study the properties, distribution, and effects of water on the Earth’s surface, in the soil and underlying rocks, and in the atmosphere.For more information, visit https://www.usajobs.gov.
Review report on the AMT paper “Low-level liquid cloud properties during ORACLES retrieved using airborne polarimetric measurements and a neural network algorithm”

The paper by Miller et al. developed a neutral network (NN) approach for estimating droplet size and cloud optical depth from a combined set of radiometric and polarimetric datasets that RSP acquired during ORACLES.Proper weighting is performed by accounting for uncertainties with total and polarized radiance measurements.To correct the retrieval bias with effective radius (as compared to standard polarimetric cloud retrieval), the algorithm applied a correction.On such a basis, the NN and standard parametric polarimetric (PP) cloud retrievals of RSP ORACLES 2016 data give consistent results, e.g.R = 0.756 and RMSE = 1.74µm for droplet effective radius and R = 0.950 and RMSE = 1.82 for cloud optical thickness.
"We Own It": Dealing with "Perpetual Access" in Big Deals

SUMMARY. This article presents the results of a survey of Canadian university libraries that investigated whether libraries have been able to stay abreast of the many changes that affect their access to paid-for e-content. This report emphasizes the publishers’ obligations to notify licensees when ownership changes hands and libraries’ need to actively pursue licensed content in ownership transfers. The meaning and application of “perpetual access&quot; clauses in e-journal licenses under change-of-ownership situations is also discussed. [Article copies available for a fee from The Haworth Document Delivery Service: 1-800-HAWORTH. E-mail address: &lt;docdeUvesy@haworthpress.com &gt; Website: &lt; https://www.HaworthPress.com &gt;]
COMPARATIVE ANALYSIS OF THE RESULTS OF IMAGE RECOVERY BASED ON THE STRIP METHOD USING VARIOUS MATRICES

The quality and depth of content Web of Science offers to researchers, authors, publishers, and institutions sets it apart from other research databases.The inclusion of News of NAS RK.Series of chemistry and technologies in the Emerging Sources Citation Index demonstrates our dedication to providing the most relevant and influential content of chemical sciences to our community.Қазақстан Республикасы Ұлттық ғылым академиясы «ҚР ҰҒА Хабарлары.Физикалық-математикалық сериясы» ғылыми журналының Web of Science-тің жаңаланған нұсқасы Emerging Sources Citation Index-me индекстелуге қабылданғанын хабарлайды.Бұл индекстелу барысында Clarivate Analytics компаниясы журналды
An Optimal Filter to Reduce BER Utilizing RLS and Firefly

Data communication network suffers due to symbol interference and un-optimized channel response. In recent years faster communication architectures like OFDM were designed to transmit the data as fast as and compatible with modern day communication devices. In order to utilize the channel efficiently, data should be filtered and precise. Swarm Intelligence based recursive least square algorithm has been developed utilizing Extended Firefly Algorithm for the geometric transformation of the data. The optimized filtered data has been cross-verified using Support Vector Machine approach. The permutation matrix of proposed work has been compared with results obtained using Kalman filtering. Results demonstrate that if a filter is designed significantly relative to the single objective function of the optimization algorithm, it generates quite good estimates. The performance of the proposed structure is evaluated using Bit Error Rate and Average Logarithmic Error measures
Performance evaluation of outlier rules for labelling outliers in multidimensional dataset

The output of outlier detection algorithm applied to multidimensional dataset usually consists of scores defining the level of abnormality of each instance. However, this process per se does not identify the outlying instances. For this purpose, it is common to use an outlier rule to convert outlier scores into labels. The problem is therefore to determine an appropriate outlier rule, based on certain patterns of the scores alone. In order to deal with this problem, we studied and evaluated several traditional robust outlier rules following a pragmatic approach. The analysis of the results was facilitated by an evaluation measure developed by us. This measure was proved to be more effective than traditional measures involving only true positive and true negative rates. By using this measure, we were able to study the behaviour of different outlier rules whose performances were evaluated under varying skewness and contamination level.
Aplikasi Edukasi Kuis Matematika Untuk Tingkat Sekolah Menengah Pertama Berbasis Android

Mathematics is a science that is widely used in everyday life such as used in trade transactions, carpentry, and so on. But until now many people think that mathematics is a subject that is considered difficult and difficult to understand, especially for junior high school students. Though mathematics itself has been taught starting from the level of childhood and elementary school. Because learning methods still use conventional methods such as the ability to write and count, this is what makes students feel bored because moreover some students do not like these math subjects. Not only in terms of subjects and learning media is still conventional in nature that is only based on the book. For this reason, a learning media is created which is packaged in an android-based application by including elements of mathematics learning in it. The application that was designed was a junior high school level mathematics education quiz application, with the aim of training students 'ability to count, train their memory and increase students' interest in learning in mathematics.
Configuring Productivity Service Applications

In previous chapters, we have already learned how to configure some Service Applications such as Search and User Profile as well as the App Management and Subscription Service Applications.
Influence of customer relationship management on customer behaviour, a moderating role of social media in bank and financial institutions

The influence of customer relationship management on customer behaviour is an issue of emerging debate. This study examines the perceived influence of customer relationship management on customer behaviour among 304 bank customers from Nepali bank and financial institutions. This research uses quantitative methodology. This study asserts that customer relationship management has a positive influence on customer behaviour. It is also observed that social media failed to accept the moderating role between customer relationship management and customer behaviour. However, the results confirm the direct relationship of social media with customer behaviour. This research provides invaluable insights to researchers, scholars and bank managers.
New homes for old core

Two years on from its launch, Kirstie Wright and Henk Kombrink discuss how the North Sea Core initiative is helping to support the future of geoscience Wright, K. & Kombrink, H. New homes for old core. Geoscientist 30 (10), 18-21, 2020 https://doi.org/10.1144/geosci2020-117; Download the pdf here
Produkte: Vakuum in Forschung und Praxis 5/2020

Vakuum in Forschung und PraxisVolume 32, Issue 5 p. 12-12 Magazin Produkte: Vakuum in Forschung und Praxis 5/2020 First published: 08 October 2020 https://doi.org/10.1002/vipr.202070503AboutPDF 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. Volume32, Issue5October/November 2020Pages 12-12 RelatedInformation
Algorithmic and Advanced Programming in Python - Syllabus in Computer Science, Decision Making &amp;amp; Data - Masterclass 8

This paper is the 8th of a series of 9 lecture notes in Algorithmic and Advanced Programming in Python that are part of the Syllabus of Dauphine PSL's Master in Computer Science, Decision Making & Data. It taught advanced data structure in python with a focus on core and practical details to learn the ins and outs of advanced data structures. In this lecture, you will learn more about Decision Trees with Bagging, Boosting, Stacking
Networking College’s Smart Education System Based on Omnidirectional Interaction Model

The traditional two-way information transmission process between teachers and students cannot guarantee that the subject will recognize the other in a neutral rather than a self-centered manner during college classroom teaching activities. SMART education is regarded as an intelligent, tailored instruction-learning supporting system in ‘Internet + Education’ context, and we should reshape human-technology relationship. The results show that the ‘human-machine’ interaction method lacks direct spiritual interaction and emotional communication, and that smart classroom is a highly complex and interactive teaching-learning system, therefore a new model of omnidirectional interaction needs to be constructed according to the informatization of smart education. Finally, the three-dimensional interaction features of ‘teacher-technology-student’ can better meet the demands of ‘digital natives’ for strong interaction and optimize the interaction behaviors of smart education in the open technology-embedded environment.