Reviewerly/exHarmony huggingface dataset:
Analisis Karakteristik Curah Hujan pada Kawasan Hunian dan Komersial Pantai Indah Kapuk (PIK) 2 Cluster “C”

&lt;p class="IJOPCMKeywards"&gt;Based on the hydrological cycle, one of the main water sources is rainwater. weather or climate conditions that occur will greatly affect the nature and condition of a rain or rainy season. On a global scale, the existence of water naturally is constant, only occurs in variations both in time and space on a regional scale. Analysis of the rainfall characteristics of Pantai Indah Kapuk (PIK) residential and commercial areas 2 Cluster "C" in Tangerang Regency, Banten Province, is for to find out the intensity of rainfall used for drainage planning. The daily rainfall data used includes 5 rain catching stations with a duration of 25 years (1994 - 2018). The Van Breen method is used to process rainfall data within a certain period into rainfall intensity with various times for drainage planning used. In the planning of drainage channels the rainfall return period used is PUH 2 for tertiary lines with selected rainfall data of 192 mm / day and PUH 5 for secondary lines with selected rainfall data of 219 mm / day. The IDF curve shows that rainfall intensity is affected by the time and return period of rainfall, where the shorter the rainfall time and the greater the return period of rainfall, the higher the intensity of rainfall produced.&lt;/p&gt;
TEACHING PUBLIC NOTICES AND SIGNS IN ESL CLASSES

Public notices are always very important in all parts of the world. But there are many different kinds of notices in different countries of the world. They differ according the cultures and the societies in that city, in the town, or in the village. This study deals with the public notices, the definitions, and the explanations of these notices. The definitions of the public notices will be given. Sample classroom activities about the public notices will be shared. The role of the public notices and signs in our lives will be highlighted. Books and websites about the public signs will also be shared. Article visualizations:
Causal Transfer Random Forest: Leveraging Observational and Randomization Studies

It is often critical for prediction models to be robust to distributional shifts. Online advertisement platforms, for example, evaluate systems and policy changes using models that predict whether users will click on shown advertisements. Click prediction models built using conventional machine learning methods, however, become unreliable when the new systems or policy significantly shifts the feature distributions away from the available training data—usually large-scale observational data from the online system. In this paper, we describe a causal transfer random forest (CTRF) which combines existing training data with a small amount of data from randomized experiments to make robust predictions under distributional shifts. We learn the CTRF tree structure from randomized data—which breaks spurious correlations between input features and prediction targets—and then calibrate each node with both existing large-scale training data and randomized data. We evaluate the proposed method using data from radical exploration flights in an online ad platform and find that the CTRF outperforms other approaches.
CREATIVE CONTACTS OF SCIENTIST AND POET A.E. VANEEV (ON THE MATERIALS OF HIS EPISTOLARY HERITAGE)

Interest in the history of science and its representatives is a characteristic feature of social and humanitarian knowledge. The contribution of scientists and artists is estimated, as a rule, from their works, both published and remaining in manuscript. At the same time, it is equally important to reveal the scientific and creative connections of a scientist, to form an idea about him as a person of his time, about the nature of relationships within the professional community of representatives of science and culture. A.E. Vaneev (1933-2001) - People's Poet of the Komi Republic, a researcher of the national identity of Komi poetry, of I.A. Kuratov’s creativity, translator of works of world classics into Komi language - made a tangible contribution to the development of national culture. The object of the research is the epistolary heritage of A.E. Vaneev, the subject is his professional interpersonal contacts. The article reveals a circle of scientists, poets, writers, translators who maintained regular communication with A.E. Vaneev, discussed scientific and creative plans, the practice of translation work, sought advice and assistance.
The Effect of Communicative Language Teaching (CLT) on Students’ Speaking Ability at SMPN 1 Bengkalis

The main aim of this research is to investigate the useful strategy in teaching and learning process to improve Speaking Ability at SMPN 1 Bengkalis at the seventh year. In this research, a researcher tries to modify Communicative Language Teaching (CLT) Using Video Technique into English material. The researcher uses Quasi-exprimental design which a data is taken from pre-test and post-test after giving a treatment for expriment group and non treatment for control group. The population and the sample of this research are the seventh grade of SMPN 1 Bengkalis in Bengkalis subdistric, the research is held for 6 (Six) meetings or 3 (Three) weeks. The research is quantitative, the data analysis of students’ performance in a pre and post-test, the result findings showed that students showed some improvement in Speaking Ability. It can be seen from the test scores after intervention compared to the control group. It means that there is significant effect of Communicative Language Teaching (CLT) Technique on Students’ Speaking Ability.
Collaboration with Industry in Realizing Sound-Processing Patents

I will talk about my own experience in materializing a sound processing patent to a factory-made LSI chips. There are various unexpected steps toward real applications, and useful lessons to be shared with the audience.
유아교육기관 방과 후 예체능 강사들의 자기효능감과 교수몰입이 직무만족도에 미치는 영향

The purpose of this study is to investigate the general tendency of self-efficacy, teaching-flow, and job satisfaction of after-school art and physical education teachers in early childhood education institutions and to examine the effect of instructor self-efficacy and teaching-flow on job satisfaction. The subjects of this study were 195 instructors who were currently working as after-school art and physical education teachers in Seoul and Gyeonggi Province, South Korea. The subjects were analyzed using frequency analysis, correlation analysis and regression analysis. First, self-efficacy, teaching flow, and job satisfaction of early childhood education after-school art and physical education teachers on average were 2.89 out of 4.00 (SD = .29) for self-efficacy, 3.89 out of 5.00 (SD = .51) for teaching flow, and 3.13 out of 5.00 (SD = .30) for job satisfaction. There was a statistically significant correlation between self-efficacy and job-satisfaction as well as its influence on the instructors. In addition, there was a statistically significant correlation between teaching-flow and job-satisfaction, as well as its influence on the instructors. Self-efficacy had a greater effect on job satisfaction than instructional commitment. This study provided basic data for program development to enhance the job satisfaction of art and physical education teachers.
Dealing with Continuous Variables in Graphical Models

Uncertain reasoning over both continuous and discrete random variables is important for many applications in artificial intelligence. Unfortunately, dealing with continuous variables is not an easy task. In this tutorial, we will study some of the methods and models developed in the literature for this purpose. We will start with the discretization of continuous random variables. A special focus will be made on the numerous issues they raise, ranging from which discretization criterion to use, to the appropriate way of using them during structure learning. These issues will justify the exploitation of hybrid models designed to encode mixed probability distributions. Several such models have been proposed in the literature. Among them, Conditional Linear Gaussian models are very popular. They can be used very efficiently for inference but they lack flexibility in the sense that they impose that the continuous random variables follow conditional Normal distributions and are related to other variables through linear relations. Other popular models are mixtures of truncated exponentials, mixtures of polynomials and mixtures of truncated basis functions. Through a clever use of mixtures of distributions, these models can approximate very well arbitrary mixed probability distributions. However, exact inference can be very time consuming in these models. Therefore, when choosing which model to exploit, one has to trade-off between the flexibility of the uncertainty model and the computational complexity of its learning and inference mechanisms.
Analysis of disassembled executable codes by abstract interpretation

The aim of this paper is to dene the abstract domain, abstract operator, abstract semantic, the environments and states of disassembled executable codes as well as a way to analysis the disassembled executable codes. Nowadays, static analysis on disassembled code going to grow. Reverse engineering and malware analysis use this technique. Thus, we tried to perform pluralization the requirements of static analysis by abstract interpretation as well as report some specic and advantage note in this paper. In addition, we present an algorithm to obtain the control ow graph of disassembled code.
On the Education Reform of the Meiji Japan

The educational reform in the Meiji period was the beginning of the modernization of Japanese education. After overthrowing the shogunate, Meiji Japan began to carry out educational reform，and then issued many decrees, which referred to the education system of France, the United States and Prussia successively. This reform is carried out from the following aspects: popularizing basic education, revitalizing industrial education, developing higher education and attaching importance to developing normal education. In the reform, the relationship among politics, economy and education has been well handled, and finally an educational system with national characteristics has been formed, which conforms to the national conditions of Japan. The reform has achieved remarkable results, and these experiences and enlightenments are worth learning.
RELATIONSHIP BETWEEN INNOVATION ANTECEDENTS, INNOVATION PROCESS, AND FIRM PERFORMANCE

ABSTRACT A systematic analysis of the innovation-performance relationship in SMEs is lacking or even non-existence, there is a dire need to examine the interrelationship between antecedents of innovation, innovation process, and performance in SMEs. Thus, this researcher conducted a systematic review of literature and critically reviewed the relationship between innovation antecedents, innovation process, and firm performance. It found that researchers have chosen a wide range of factors as antecedents to innovation in their studies from differing perspectives, however, studies directly investigate the mediating pathway innovation created are limited and the results are mixed. In addition, review of the innovation-performance research findings are inconclusive and contradictory, as some research studies found negative performance implications of innovation as well. Hence, further empirical research is needed to establish the relationship between innovation capabilities, innovation process, and firm performance in SMEs from strategic management perspective. Keywords innovation antecedents, innovation capability, innovation process, firm performance, SMEs
SPIRALING DOWN THE RABBIT HOLE: A CASE STUDY OF STUDENTS’ AND PARENTS’ PERCEPTIONS OF ANXIETY IN ENGLISH LANGUAGE ARTS

The current study explores students’ and parents’ perceptions of the growing phenomenon of adolescent anxiety, its triggers, and its manifestations, specifically anxiety related the English language arts classroom, including but not limited to reading, writing, speaking, testing, and socializing. The exploratory case study included five participants ranging from fourth grade through tenth grade at Grand One-on-one Charter Schools. Observational data, semi-structured interviews, student writing, and student art were used as data collection tools. A narrative analysis approach was used to gain insight in to students perceptions of their struggles with anxiety in the English classroom, finding that students with classroom anxiety may experience feelings of being ill-prepared for tasks they are ask to complete, feelings of inadequacy, lack of self-efficacy, fear of judgement or negative feedback, and social anxiety. Based on the results of the exploratory case study, practitioners can gain an insight into the struggles that students face in English class and other classes as well. Students’ voices were used to raise awareness and examine changes educators may consider creating an environment that is safe and welcoming for all. Keywords: Anxiety, Adolescent anxiety, Classroom anxiety, Writing anxiety, Reading anxiety, English classroom anxiety, Testing anxiety, English language arts, Critical Theory in education, Ecological Systems Theory, Self-efficacy Theory
Application of DeepWalk Based on Hyperbolic Coordinates on Unsupervised Clustering

In the real world, various information can be represented by graph structure data. For example, interpersonal relationships and protein structure. In recent years, with the development of artificial intelligence, graph embedding has become a popular method of network analysis. It can reduce the dimension of network structure data, so that network structure data can be applied to various machine learning and deep learning tasks. At the same time, many studies of network geometry show that the hidden metric of many complex networks is hyperbolic. After hyperbolic space mapping, nodes in the original network data structure can be represented by hyperbolic coordinates. Hyperbolic coordinates contain information about the popularity and similarity of nodes which is very important for unsupervised clustering tasks. However, the random walk strategy in the native DeepWalk algorithm cannot effectively extract this information. So we propose an improvement of the DeepWalk algorithm based on hyperbolic coordinates and achieved good results on many datasets.
Hubungan Perubahan Tata Guna Lahan dengan Debit Air Limpasan pada Kawasan Hunian Pantai Indah Kapuk 2

&lt;p&gt;The construction of the residential and commercial area of Pantai Indah Kapuk (PIK) 2 Cluster “D” is located in the part of two sub-district, which is Sub-district of Kosambi and Sub-district of Teluknaga. PIK 2 Cluster “D” has an area of 508,59 Ha. With the construction of PIK 2 Cluster “D”, there will be a change of land use and an enchancement of run off water. The relationship between the change of land use and the enhancement of run off water can be seen from run off peak deviation for reset time T year (Q&lt;sub&gt;r&lt;/sub&gt;) on existing condition with planning condition after the change of land use. The method used is the rational method which is estimating run off peak. There is an enhancement off run off coefficient value (C) on existing condition about 0,46 and 0,81 on planning condition which causing an enhancement off run off peak in planning area as the effect of the change of land use as Q = 87,59 m&lt;sup&gt;3&lt;/sup&gt;/second. The enhancement of run off coefficient value as the effect of the change of land use is directly proportional with the enhancement of run off peak in case study residential and commercial area of PIK 2 Cluster “D”.&lt;/p&gt;
A Tactile Correct (Biofidelic) Teaching Model for Training Medical Staff to Diagnose Breast Cancer: Detecting Breast Disease using Palpation

When breast cancer is detected early, and is in the localized stage, the 5-year relative survival rate is 100%. (Australian Institute of Health and Welfare 2019) There is a survival advantage in detecting breast cancer early and treating it quickly (Australian Institute of Health and Welfare, 2019; Cancer Australia, 2004, updated 2009; McDonald, Saslow, and Alciati, 2004; National Breast Cancer Foundation, 2019). Clinical Breast Examination (CBE) is a method which can fast track symptomatic women with a breast lump to scarce medical specialist resources to speed the investigation into their putative cancer and facilitate early treatment if needed. Yet too many medical students and doctors feel they could improve their skills in clinical breast examination. Realistic breast models will help the necessary training (Saslow et al. 2004). But knowing what skills need to be transferred and how to design physical breast models are very different things. What are the important skills in identifying and discriminating breast masses by touch and how do simulation models and a validated testing tool assist skill acquisition? Here’s a good example of the creation and development of a successful design from the following brief: to make physical breast models realistic enough to be integral to training and a subsequent testing package, where medical personnel acquire, maintain and improve the skills required to detect possible breast cancer by palpation.
Temporal Phase Unwrapping for High-Speed Holographic Shape Measurements of Geometrically Discontinuous Objects

We are developing a High-speed Digital Holographic (HDH) system capable of performing near-simultaneous measurements of nanometer-scale displacement and micrometer-scale shape within a fraction of a second during uncontrolled environmental and physiological disturbances, suitable for industrial and life science applications. However, for some applications where time-dependent variations introduce geometrical discontinuities, optical phase measurements become a challenge. In this paper, we present methodologies that overcome these geometrical discontinuities while enabling different levels of measuring resolution. The HDH shape measurements are based on Multiple Wavelength Holographic Interferometry (MWHI). In MWHI the wavelength of the laser is rapidly varied between a series of exposures resulting in micro to millimeter scale synthetic wavelengths. In the holographic recording step, during a single laser tuning ramp, tens of rapid optical phase samplings are acquired, each describing the phase of the object with slightly varied illumination wavelengths (i.e., <0.1 nm). In the holographic reconstruction step, a database consisting of hundreds of phase maps with different synthetic wavelengths is constructed by recovering the shape from any two non-repeated combinations of the phase samplings. A custom temporal phase unwrapping method is developed that resolves and unwraps the depth uncertainties of high-resolution phase maps using the collection of low-fringe density wrapped phase maps from the database that are immune to surface discontinuities. Measurements on National Institute of Standard and Technology (NIST) traceable gauges and discontinuous samples demonstrate the performance of the method. A use of the method in a specific biomedical application is presented.
UNIVERSAL MATRIX MODEL OF FORMATION OF COMPETENCE WITH ACCOUNT OF THE FUNCTIONS OF ACTIVITY AND MEASUREMENT OF LEARNING RESULTS BASED ON DUBLIN DESCRIPTORS

A conclusion on the need of the reciprocal movement of employers and educators in the process of formulating specialist competencies was drawn on the base of the analysis of the priorities of the European Commission.The justification for the principles of the formulation of competencies based on the functions of the activities that are determined by the employer is proposed.The basic oxonmetric proposals for the formulation of the functions of the activity have been developed and substantiated.The design, material, technological, instrumental managerial, business functions were identified.Proposed functions are compared with the curriculum for training specialists in several areas.The principles of measuring of learning outcomes based on Dublin descriptors are defined.It was proposed to strengthen the share of the "autonomy and responsibility" descriptor, the justifications for its formation and measurements are given.For this descriptor in the formation of all the components of competence, formulated with the functions of the activity, it is recommended to provide a real practical result.The forms of training, the most rational for the formation of learning outcomes in accordance with the descriptors of "knowledge", "skills", "communication", "autonomy and responsibility" are substantiated.A matrix model for the formation of competencies based on learning outcomes has been developed.A qualimetric approach to the measurement of learning outcomes is substantiated, on the basis of which the result of training is formed in an explicit form.A criterion for the formation of competences in the form of the surface of learning outcomes is proposed.The real level of competence of a specialist is compared with the requirements of the employer.The possibility of a non-stationary level of learning outcomes was revealed.Comparison of a given and real competence of a specialist should be made by groups of experts in the conditions of the counter policy of employers and educational institutions.The proposed approaches are implemented in the preparation of curricula for a number of specialties.
Effectively designing and embedding measurable results in a project business case

This article discusses the project domain framework (PDF), a tool developed to provide a systematic and structured approach to documenting a conceived idea into a project business case. It was motivated by challenges that project champions encounter when developing a business case as identified in literature and practically observed during consultancy assignments. The PDF comprise of three tools; the project domain map (PDmap), used to systematically identify key statements of a project concept and which are then populated in a matrix called the PDmat. Based on the PDguide, the statements are then systematically and logically used in writing a business case narrative. As long as a client's need culminates in establishing or improving a service, the PDF is useful in three ways: provides an easy entry point for initiating projects; allows the inclusion a mechanism for measuring project results; and guides the systematic writing of project statements that are logically linked to form a well-articulated narrative of a business case.
Innovative activities in modern school: realization experience

We consider the influence of innovative activities implemented in the comprehensive organization on improving the quality of students education. Also we present a characteristic of a functioning school-based apprenticeship sites innovative content. Particular attention is paid to the basic concepts and options of innovation in the educational organization. We define and reveal the basic reference points and key directions of innovative school activity, its purposes and tasks. Materials on school-laboratory of innovative development are analyzed and generalized. We develop and realize a set of innovative approaches to achieve a new quality of education and the innovative students competencies formation. As an example, we consider the main forms of the work: the department management system, the “Researchers forum”, which presents the results of design and research activities, the annual days of science, the methodological council “Development” and others. We summarize the experience of the organization of school social partnership with the region leading universities.