Reviewerly/exHarmony huggingface dataset:
The Shooting Regressor; Randomized Gradient-Based Ensembles.

An ensemble method is introduced that utilizes randomization and loss function gradients to compute a prediction. Multiple weakly-correlated estimators approximate the gradient at randomly sampled points on the error surface and are aggregated into a final solution. A scaling parameter is described that controls a trade-off between ensemble correlation and precision. Numerical methods for estimating optimal values of the parameter are described. Empirical results are computed over a popular dataset. Inferential statistics on these results show that the method is capable of outperforming existing techniques in terms of increased accuracy.
ZF Model Efficiency for Automatic Hand Detection in Vehicles

Automatic Hand detection in vehicles achieved best performances using deep learning approach. MS-FRCNN and MS-RFCN are the models that achieve the state of the art results on the viva hand detection challenge. These models, unfortunately, require important resources to operate (more than 7 Giga bytes GPU) which presents an important limit for their large scale applications. In this paper, we address the viva challenge of hand detection in vehicles using simpler models and low computer components (2 Giga bytes GPU). We found that the ZF model is highly adequate for the problem and more importantly, it overpasses remarkably the precisions of complex model of literature MS- FRCNN. The experiment result of ZF model on the viva database shows (AP = 91.5%, AR = 85.7% at level one and AP = 80.5%, AR = 69.5% and Fps = 0.4 s at level two in measures of Average Precision (AP), Average Recall(AR) and Frame per seconds (Fps). These results of ZF reached the fourth place on the viva hand detection challenge. Furthermore, relying on the lateral inhibition concept that allow better generalization for non-learned cases, we enhanced the ZF model precisions by its application on both modules (RPN, RCNN). The application reduces the false positives results presented in the ZF model and the precisions obtained are less than the ZF model and better than many models of literature including Yolo, Modified-Faster Rcnn and ACF.
ПРО МЕХАНІЗМИ ІНТУЇЦІЇ В КОНТЕКСТІ ДІЯЛЬНОСТІ ЛЮДИНИ

The human activity is the object of the conducted research, the mechanisms of intuition is its subject. Therefore, the purpose of this article is statements of a philosophical comprehension of intuition mechanisms functioning in human activity. The main ideas of the author experienced the corresponding approbation in scientific and field researches of 2015-2020. They are systemically stated and presented in this article for the first time, as well. The innovation of the following article consists of the conducted research issues that reflect the systematization of knowledge of the mechanisms of intuition which result in a philosophical comprehension of the principles of operation of human memory blocks. Researches of a dialectic contradiction rational and irrational, activity development sources hold concrete manifestations of a contradiction in an intuition and goal-setting connection, uniting of consciousness and memory. For this reason there comes a requirement to consider the main mechanisms of memory, namely: the prototipology memory block, archetypology memory block, and the ancestral unconscious block which integrity is defined by the memory model.
LibGuides: Faculty Guide to the Remote Library: E-Resources for Online Learning

This Guide provides an overview of using the Library remotely. We recommend that you share this Guide with your students.
THE EFFECTS OF INTERNET MARKETING ON CONSUMERS' SATISFACTION WITH HOSPITAL’S HOMEPAGE - FOCUSED ON THE ANALYSIS OF MEDICAL SUBJECTS APPLIED WITH TAM

Recently, Korea's medical services are becoming a consumer-oriented services, not provider-oriented services. Many hospitals are interested in more effective marketing activities with the aim of emphasizing positive images of the hospitals and creating economic profits in order to secure more consumers. Therefore, this study conducted a comparative study on the process of accepting Internet marketing through the homepages of Korean hospitals through the classification of medical subjects. So, 26 medical subjects set up in Korea's medical law were classified into insurance and non-insurance to examine whether consumers accept services. For this purpose, the 'TAM (Technology Acceptance Model)', a representative theoretical model on consumers' acceptance of technology, was modified to confirm the process of consumers accepting Internet marketing through the hospital's homepage, and the results were analyzed through SEM. As a result of the analysis of this study, in the internet marketing activities of the non-insurance medical subjects, consumers' perceived ease-of-use led to the intention of using medical services, leading to consumer satisfaction, a dependent variable. In other words, it was confirmed that the non-insured medical subjects accepted internet marketing as a medical service from the perspective of ease-of-use rather than usefulness. On the other hand, in the case of insurance medical subjects, 'perceived usefulness' has a meaningful effect on the intention to accept services. The results of this study suggest that it is effective to establish marketing strategy to help consumers feel useful for coverage of insurance and health care, which are essential medical subjects. In the case of non-insured, it is expected that it will be more effective to emphasize the ease-of-use of medical services and make it easier to approach the hospitals. The results of this study are expected to be a basis for better medical policy implementation for consumers as well as an increase in actual efficiency of medical service marketing.
New horizons in string theory : bubble babble in search of darkness

It was discovered nearly two decades ago that we live in an accelerating universe that is dominated by dark energy. Understanding the origin of such an energy has turned out to be a very difficult ...
Fix Sort: A Good Strategy to Perform Segmented Sorting

In order to solve many real problems, we have to sort array segments of data. This sorting task is called segmented sorting. Problems like image processing and suffix array construction usually have huge amount of data and their solutions make use the segmented sorting procedure. There are several techniques for solving the segmented sorting. A previous work showed that a strategy called fix sort had a good performance to sort segments of arrays. This strategy adjusts the input array to allow off-the-shelf general sorting algorithms to execute segmented sorting. Besides the extensive tests that were done in the previous work, the implemented fix sort solution did not explore in full the proposed parallel algorithm. In this work we revisit the sequential and parallel algorithms to the fix sort strategy creating new parallel and sequential implementations. We compared our results with the previous methods to sort multiple segments. The obtained results showed that our implementations of fix sort strategy achieved better execution times than the previous ones.
Laser Rack Systems for Quantum Technologies

We report on our development of laser rack systems as “quantum enabling” building blocks of future quantum devices. We present funded projects, where such rack laser systems are integrated into first prototypes.
Research on accurate quantification of membership of distribution terminal index based on cloud model

Abstract In order to accurately assess the health status of distribution terminals, it is necessary to solve the problems of strong subjectivity and high redundancy of the index membership results in the evaluation index system. According to the empirical score given by experts, the cloud model is used to describe the actual index state and the level boundary interval respectively to form floating cloud and standard state cloud space, and the overlapping area of the two is used to represent the membership degree of the actual index. This can not only directly determine the results, but also eliminate the influence of redundant factors, and realize the accurate quantification of the index membership degree results, which widens the direction for further improving the final evaluation effect.
Pengukuran Metrik Kompleksitas Model Proses Bisnis Sekolah

School as an institution that has a primary mission to educate and develop the character of the nation through a series of learning activities. School is an organization whose success goals are largely determined by the leadership style and organizational paradigm that is shared by all school components. Schools as organizations have business processes as a collection of procedures or activities that can define business objectives or objectives, generally in the context of organizational structures that can define functional roles and relationships within the organization. The main purpose of BPMN is to provide a notation that is easy to use and can be understood by everyone involved in business, which includes business analysts who model business processes, technical developers who build systems that carry out business, and various levels of management that must be able to read and understand processes diagram quickly so that it can help in decision making. To measure the complexity of a business process, complexity metrics are measured. This study uses the Cognitve Information Complexity Measure (CICM) method. Researchers took 3 SOPs of national education standards namely SOP curriculum development resulting in a standard value of complexity 425.1496, SOP for the Learning Process produced a standard value of complexity 2091.333 and SOP for Teacher Recruitment resulted in a standard value of complexity of 1145.49.
Integración de software libre educativo al proceso de enseñanzaaprendizaje en carreras de informática

Educational software, which takes advantage of the freedoms of free software in the teaching-learning process, has potential in subjects related to computer programming. Although authors have researched about educational software development and the integration of technologies to the teaching-learning process, we have not found an integration model that addresses the use of free software freedoms in the teaching-learning process of subjects related to computer programming. The present work aims to analyze the integration of educational free software to the teaching-learning process, in order to obtain the necessary elements that allow its study and evaluatin. The research included the analytical-synthetic method and the modeling with a systemic-structuralfunctional approach. We propose two dimensions, each with 5 sub-dimensions, which respond to the proposed objective.
Guides: Subject Guide: Business: Our Collections

A guide to getting the most out of the Library and Collections resources for your Business Databases for your subject
영어 읽기평가 문항의 지문 어휘통제 과정에서 나타난 한국 예비교사들의 재기술(paraphrase) 양상 분석

Fifty-three pre-service elementary school teachers of a University of Education participated in an empirical study which involved developing test items for English reading assessment. The participants were asked to control words that made up the passage of the test items in accordance with the vocabulary level (800 words) of the elementary national curriculum of English. For this, they used the software of AntWordProfiler, and then their paraphrasing patterns were analyzed. The results showed that the most frequent type of paraphrase used by the pre-service teachers was ‘replacement of a target word with its synonym’ and the second frequent type was ‘word deletion.’ On the other hand, analysis for the accuracy rate of the paraphrases resulted in ‘word deletion’ being most successful (81.78%), followed by ‘phrase deletion’ with 79.41%. However, ‘replacement of a target word with its synonym,’ being the most frequent type of paraphrase, only showed a success rate of 62.13%, which was a very low rate compared to the frequency of its attempts. Nevertheless, most of the pre-service teachers who participated in the study responded that the paraphrasing process had been complicated but that the use of AntWordProfiler had been useful for controlling vocabulary.
PUSAT PEMBINAAN DAN PENGEMBANGAN KESENIAN WAYANG DI BALI

The existence of some puppets show in Bali are significantly marginalized at recently in the midst of any entertaiments growing up. There are a tendency that the puppets show are almoust going to be extinct, for an example Nongnong Kling Puppet at Paksa Bali Village, Klungkung regency. The sacred puppet show was able to be performed until 1988, because its group members are dispersed and there is only one senior dancer still remains. The similar condition was happened at custom village of Manggis, Manggis subdistrik at Karangasem regency. The village had ever possesed a Telek Puppet group at (Wayang Wong/Parwa) as a sacred dance for offering rites/piodalan the Pura Desa temple of Manggis custom village. Waning of the dance was caused by the lack interest of the successor generations (the youth prefer to work on tourism). Meanwhile, at Buduk custom village, Badung regency, there is a Cupak puppet tradition group that is closed to be vanished. Regarding with the extinction tendency of the puppet show group, so it needs establishing a facility as the centre for puppet coaching and developing in Bali. The research uses an inductive approach for constructing some concepts of designing and planning. The concepts were formulated from the intesection of some components, such as : the field observation result, the puppet expertise interview, the study of literatures , the comparative study, the study of some architectural standards and also the study of local government regulation. The designing and planning for the centre of puppet coaching and developing in Bali, in Gianyar regency, are used the basic concept as follwos : recreative, educative, creative and productive which means that the concepts are reformulated from : the functional approach, climate &amp; environment and the social-cultural background. The architecture theme of Neo Vernacular applied in designing and planning for the centre of puppet coaching and developing in Bali, in Gianyar regency intend its façade/physical appearance can be in harmonious matter at the surrondings, but it still has a contemporary building impression. Because the Neo Vernacular architecture is an equivalent combination between the traditional architecture and modern one.
ІНТЕРАКТИВНІ ТЕХНОЛОГІЇ НАВЧАННЯ НА УРОКАХ МАТЕМАТИКИ У ПОЧАТКОВІЙ ШКОЛІ: ВІД ПЛАНУВАННЯ ДО РЕЗУЛЬТАТУ

The article states the author's definition of the concept interactive technologies at mathematics lessons. They are defined as the set and the certain sequence of pedagogical methods that are aimed at the realization of a didactic objective, the activation of the participants’ subject-subject interaction in the educational process, which affects the quality of mathematics preparation and enhances pupil’ thinking skills. The structure of interactive mathematics lesson at primary school is determined: motivation activity; announcement, presentation of the topic and learning outcomes; providing the necessary information; interactive activity; reflection; evaluating the results of the lesson. Interactive technologies are selected and classified according to their didactic aim and function and are appropriate for use at mathematics lessons of the New Ukrainian School.
DESIGN OF EMPLOYEE SALES APPLICATION USING GROSS UP METHOD IN CV. NUSANTARA ELECTRONIC SERVICES BASED ON DESKTOP

CV. Nusantara Services Electronics is a company electronic services in fulfilling the needs of consumer support. Problems arising in this integrated information need by the parties-related parties in the recapitulation of employee payroll. The effects caused by payroll system are not integrated in the system that is the occurrence of data buildup that causes employee salaries to experience delays in payment.Based on the problem above, it is made to be designed to build payroll employee application that can produce the calculation of presences, employee debts, allowances, BPJS, PPh 21, and net salary to complete and facilitate the related parties Paying employee salaries.The system generates recap attendance information, loan recording, and processing of tax, salary and Bpjs calculations that can be used to assist the company in paying employee salaries.
An exploration of elementary students’ level of satisfaction with online EFL instruction

Education has been hit particularly hard by the COVID-19 pandemic, leading to near-total closures of schools across Korea and around the world. To ensure that students would receive instruction during this global pandemic, Korean public schools shifted away from the in-person classroom and quickly adopted online instruction. This shift has led schools, teachers, parents, and students to adapt to online instruction. At the same time, many stakeholders have begun to question how students may perceive online education. Hence, this research set out to examine elementary students’ level of satisfaction with online EFL instruction in public elementary schools by collecting survey responses from 269 5th and 6th grade students after they had attended school approximately one month into the Spring 2020 semester. The study found that students were generally satisfied with online EFL instruction. However, they also expressed their dissatisfaction with instructional content, as well as aspects of their interaction and communication with their teachers. Furthermore, it was found that students needed assistance in navigating the Learning Management System in order to actively participate in instruction. Based on the findings taken from the survey, we discuss the implications for elementary EFL instruction to improve the quality of teachers’ instructional methods and communication with students.
COMMUNICATION SKILLS AND PERSONALITY DEVELOPMENT

Glowing smile is your first thing that enables people to connect with you. A smile of confidence can prepare the platform of a better personality reflecting uniqueness and attraction. The way you communicate with others, your word choice, your physical movement, your capacity to cope up with unpleasant situation mark the standard of your personality. My present study in this paper deals with the development of personality through communication skills. The author also tries to highlight the effectiveness of communication skills on the development of personality, and various tips for improving our personality as well as skills of communication at the same time. A good personality helps us to create a harmonious family, society, country, and the world. A good person, having knowledge of maintaining social, economical, religious and political diversities, can give a sweet smile and say goodbye to bitter circumstances, and thus, establishes his or her dynamic personality.
Rowson's Inspector Ryga Mystery no. 2 DEATH IN THE HARBOUR to be published

The second atmospheric 1950 set mystery featuring thoughtful reflective Inspector Ryga to be published in paperback, e book and on Amazon Kindle on 2 Nov 2020.
KOMPUTERISASI KEBUTUHAN DAN PREDIKSI PENYIMPANAN DOKUMEN REKAM MEDIS (STUDI KASUS:RSIA AMANAH IBU SURAKARTA)

The hospital keeps medical record documents in the filling section on both the insulated shelf and the roll o’pack. The hospital needs to procure medical record document shelves, taking into account many aspects. The Amanah Mother Hospital in Surakarta has never calculated the need for shelves for storing medical records, the increase in the number of patient visits is not balanced with the addition of storage. The purpose of this study is to build computer applications to calculate the needs and predictions of storing medical record documents. Research methods include (1) Planning, (2) Data Collection & Requirement Analysis, (3) Designing, (4) Making, (5) Testing & Evaluating (6) Using the system. This research produces a computer application that is able to calculate the storage needs and predictions of storage of medical record documents for the next 5 years based on the number of new patient visits in the last 3 years, the size of the rack dimensions and the average thickness of medical record documents. The results of the needs report and the prediction of the storage of medical records must be considered by the hospital for procurement of shelves. Conclusion computer applications have been able to help hospitals to calculate the needs of storing medical record documents and predict the need for efficiently storing medical record documents.
Cotransitive subsemigroups of the full transformation semigroup Tn.

The concept of a cotransitive subsemigroup for transformations semigroups was introduced by R.P. Sullivan in the work [1].
A New Standard for Doing Agile Scrum Team Work in Education

Scrum is increasingly becoming an essential product development methodology for project education in modern curricula, however, individually assessing students that work in scrum projects as applied in the professional work field remains extremely challenging until date. In scrum, students team up in order to deliver high-quality products in projects that are directed to real business stakeholders in order to enhance professional productivity and allow for flexibility to product requirements. Our new standard adds up to this methodology in three ways. First, we propose to represent the common language that is relevant to stakeholders, product owners and development teams in terms of epic, user story and task such that team members from different backgrounds learn to comprehend together. Second, we propose a two-stage task allocation approach in which, first, learning outcomes for a course that are set in education designs are preliminary mapped by the lecturer to abstract, state-of-the-art, tasks that are commonly relevant in the expert domain, and, then, concrete tasks for the project at hand are placed on project scrum boards by students during scrum sprint plannings in the course run. Third, we propose to assess scrum teams both at group and individual student level. For the individual grading, we define a novel concept of task balance that we consequently measure inside teams. With the aid of automated tools, the standard has been successfully applied and operationalised in various course runs of our multidisciplinary master where it has proven to be effective in assigning individual grades when needed.
US Ninth Circuit affirms that The Moodsters characters are ineligible for copyright protection

US Ninth Circuit affirms that The Moodsters characters are ineligible for copyright protection Thomas Key Thomas Key Email: tkey@kentlaw.iit.edu https://orcid.org/0000-0002-7892-3660 Search for other works by this author on: Oxford Academic Google Scholar Journal of Intellectual Property Law & Practice, Volume 15, Issue 9, September 2020, Pages 683–684, https://doi.org/10.1093/jiplp/jpaa122 Published: 10 September 2020 Article history Received: 23 June 2020 Accepted: 29 June 2020 Published: 10 September 2020