Reviewerly/exHarmony huggingface dataset:
Classification of Handwriting Motion Using CNN Based on Time-Frequency Analysis of Surface Electromyography

Many studies on the development of HMI using surface electromyogram (sEMG) have been reported. However, challenges remain in the reproduction of skillful motions. This study, focusing on the handwriting of Japanese characters as an example of such a skillful motion, proposes and examines a new method for motion classification as follows. At first, sEMGs are measured at 4 points on the forearm of the dominant hand during the handwriting motion. Secondary, time-frequency analysis is performed to extract the features from the sEMGs. Finally, the result is supplied as an input image to a CNN which is trained for classification of the written characters. By comparing the classification rate with a conventional 3-layered neural network, it is confirmed that the proposed method improves the classification accuracy by about 11.2% for the training data and 10.3% for the verification data.
CONCEPTUAL CORRESPONDENCE THROUGH MENTAL SPACE IN CREATING WORDS AT THE NOVELâ€œHARRY POTTER AND THE SORCERERâ€™S STONEâ€

Abstract The aim of the research was to find out the process of conceptual correspondence of the mental space J. K. Rowling has when producing new words in Harry Potter and the Sorcererâ€™s stoneâ€. The research applied a qualitative descriptive method by using the productivity and creativity theory by Aronoff&Fudeman and Kridalaksana,Â  the mental space theory by Saeed,Â  and the theory of conceptual correspondence by Lee. The observation was applied by focusing on the words in Chapter I â€“ III. Analysis was done by applying the theory of David Lee (2001) concerning conceptual correspondence of the mental space. The results indicate that there are 7 new words and phrases as the result of J. K. Rowlingâ€™s creativity. The aspects found can be influenced by the physical environment such as the nature and location as well as the linguistic aspects such as the derivation process, purpose of use, and meaning. Â  Keywords : productivity, creativity, mental space Â  Abstrak Tujuan penelitian ini yaitu mengetahui korespondensi konseptual ruang mental yang dimiliki J. K. Rowling saat memproduksi kata-kata baru dalam â€œHarry Potter and the Sorcererâ€™s Stoneâ€. Penelitian ini menerapkan metode kualitatif deskriptif dengan mengaplikasikan teori produktivitas dan kreativitas yang diusung oleh Aronoff&Fudeman dan Kridalaksana, teori ruang mental oleh Saeed dan teori korespondensi konseptual oleh Lee.Â  Metode simak diaplikasikan dengan berfokus pada analisis bab I â€“ III dari novel tersebut. Analisis dilakukan dengan menerapkan teori David Lee (2001) yangÂ  berkaitan dengan korespondensi konseptual ruang mental.Â  Hasil penelitian menunjukkan bahwa terdapat 7 kata dan frasa baru sebagai wujud kreativitas dari J. K. Rowling. Unsur-unsur yang muncul pada korespondensi konseptual dapat dipengaruhi oleh lingkungan fisik seperti sifat dan lokasi serta juga dari aspek linguistik seperti proses derivasi, tujuan penggunaan dan makna yang menyertai. Â  Kata kunci : produktivitas, kreativitas, ruang mental
The Influence of Teams-Games-Tournament on Short Stories Learning Outcomes of Grade IV Students: A Study at Elementary School SDN 4 Kabila

The objective of this study was to find out the influence of team games tournament (TGT) on short stories learning outcomes of grade IV students; it was conducted in elementary school SDN 4 Kabila, Bone Bolango Regency.This quantitative (experimental) research employed a one-group pretest-posttest design.The primary data were collected from the result of pre and posttest, observation and documentation.The average result of pre and posttest was 54.50 and 82.00 respectively.This result also signifies that Ho is rejected and Ha is accepted.In conclusion, the application of team games tournament contributes to the learning outcomes of grade IV students in the lesson of short stories.
Performing Hanne Darboven's Opus 17a and long duration minimalist music

Hanne Darboven’s (1941-2009) Opus 17a is a composition for solo double bass that is rarely performed due to the physical and mental challenges involved in its performance. It is one of four opuses from the composers monumental 1008 page Wünschkonzert (1984), and was composed during her period of making “mathematical music” based on mathematical systems where numbers were assigned to certain notes and translated to musical scores. It can be described as large-scale minimalism and it is highly repetitive, but even though the same notes and intervals keep repeating, the patterns slightly change throughout the piece. This is an attempt to unfold the many challenges of both interpreting, preparing and performing this 70 minute long solo piece for double bass consisting of a continuous stream of eight notes. It is largely based on my own experiences of preparing, rehearsing and performing Opus 17a, but also on interviews I have conducted with fellow bass players Robert Black and Tom Peters, who have both made recordings of this piece as well as having performed it live. One is met with few instrumental technical challenges such as fingering, string crossing and bowing when performing Opus 17a, but because of its long duration what one normally would take for granted could possibly prove to be challenging.
Pedagogical conditions of technological competency formation of primary school students

The article states that under the conditions of competent education the formation of technological competence of junior pupils acts as an urgent social need. The effectiveness ofthe formation of technological competence as a key competence in elementary school, depends on the creation of certain pedagogical conditions. The author claims that suchconditions are: organization of a dynamic technological environment; the formation of a humanistly directed field of work; creating a space for creative self-realization of juniorschoolchildren; reflexive management of the process of forming the labor competence of elementary school students. In the content plan, the first condition involves the development of technological tasks of varying complexity according to the age-specific characteristics of students. And the application of individualization and differentiation in the technological process will ensure a concentric-linear expansion of the labor experience of junior pupils. The essence of the second condition is to create the most favorable conditions for the self-determination of the student's personality, the disclosure of his abilities, attentive attitude to the inner world of the student. The third condition is connected with the construction of cultural-developing space, which encourages students to identify potential creative reserves. And the fourth condition is directed at the need to make theprocess of forming the technological competence of pupils of junior school age controlled, which becomes possible on the condition of providing the process control.
Investigation of P2O5% and Fe2O3% Geostatistically within Abu Tartour Phosphate Deposit, Western Desert, Egypt

Geostatistical techniques play an important role to study the mineralization behavior within the ore deposits. When preparing the phosphate deposits for marketing, we try to minimize the iron content due to the harmful effect of this element on the physical and mechanical properties of superphosphate and phosphoric acid. One of the biggest problems in Abu Tartour phosphate deposits, Western Desert, Egypt is the high iron content within apatite grains. The received data are analyzed statistically to show the distribution of P2O5% and Fe2O3% at Abu Tartour area. Also, experimental variograms have been constructed for P2O5% and Fe2O3% of phosphate deposits through the studied area to reflect different variogram models. After fitting the variogram to suitable variogram model, kriged models are established for each variable.
A Noise-aware Enhancement Method for Underexposed Images

A novel method of contrast enhancement is proposed for underexposed images, in which heavy noise is hidden. Under low light conditions, images taken by digital cameras have low contrast in dark or bright regions. This is due to a limited dynamic range that imaging sensors have. For these reasons, various contrast enhancement methods have been proposed so far. These methods, however, have two problems: (1) The loss of details in bright regions due to over-enhancement of contrast. (2) The noise is amplified in dark regions because conventional enhancement methods do not consider noise included in images. The proposed method aims to overcome these problems. In the proposed method, a shadow-up function is applied to adaptive gamma correction with weighting distribution, and a denoising filter is also used to avoid noise being amplified in dark regions. As a result, the proposed method allows us not only to enhance contrast of dark regions, but also to avoid amplifying noise, even under strong noise environments.
THE EFFECT OF WELFARE, SELF-EFFICACY AND WORK ENVIRONMENT ON EMPLOYEE PERFORMANCE AND ORGANIZATIONAL PERFORMANCE : STUDY IN ACEH FINANCIAL MANAGEMENT AGENCY

This study is to determine the effect of welfare, self-efficacy and work environment on employee performance and organizational performance.The object of this study is the Aceh Financial Management Agency and the population is its employees as much as 127 people.The sample is taken with a census method that says the number of sample is equal to population, so there will be 127 people as a sample.Data analysis method used in this research is the structural equation modeling (SEM) that is processed by Amos software.The results of causality test in the study prove that welfare has a positive and significant effect on the employee performance, self efficacy has a positive and significant effect on employee performance, work environment has a positive and significant effect on employee performance, employee performance has a positive and significant effect on organizational performance, welfare has a positive and significant effect on organizational performance, self efficacy has a positive and significant effect on organizational performance, and work environment has a positive and significant effect on organizational performance.This research contribute to academic and practical managers that can be set as a reference to formulate both new research model and policies.For academic, this causality tests result is the update of the premises to streghten the further research, and enrich the realm of knowledge.For managers especially related managers this is the evaluation result for management that can be used for re-regulating the rules in their management to find out the solution for the lack of performance.The limitation in this study lies in the number of variables, and object. .
Software development using the multi-agent platform JADE for Smart - systems of prediction based on the artificial immune systems

The research is devoted to the development of software for multi-agent Smart-system for predicting the "structure-property" relationship of new drug compounds based on the multi-agent platform JADE. The block diagram of multi-agent Smart-forecasting system in JADE is developed. The description of the created containers and the specification of agents is given.Keywords: Smart forecasting system, structure-property dependence of drug compounds, artificial immune systems, software, multi-agent platform JADE.
Information System Development for Knowledge Management increasing Production Quality of Monthong Durian

This research has the objective to 1) collect knowledge about the increasing quality of Mon Thong durian product 2) design and develop information system for knowledge management of the increasing quality of Mon Thong durian products and 3) to evaluate the satisfaction of the user’s information system. The knowledge requirement is from both questionnaires and In - depth interview with the Mon Thong durian growers for creating the knowledge body about the high quality of the Mon Thong production according to demand and distributing through an information system. For the development of the information system, theory of System Development Life Cycle is to use as methodology which develop the system in the web application platform by mean of Context Diagram to analyze and design the whole system. Besides, the E-R diagram is to indicate a relation of data in the system. Then, it is to evaluate the satisfaction of the user’s information system through the evaluating form. The result of research found that the developing information system has a scope of work into 3 sections according to a scope of the user’s system including system administrator, farmer and the general visitor. Moreover, the system is to enable the user’s within the scope. For the result of the evaluation of the satisfaction of user’s information system, it found that the average of the satisfaction is at good.Keywords—Information System, Knowledge Management, Durian
Optimized Task Scheduling in Cloud Computing: A Survey

The increase of cloud computing is so exponential that it offers facts connection between special structures and devices. Due to this boom in connectivity and rapid utilization cloud network desires a statistics grid or computing grid comprising of different type of processing gadgets to perform the query this is despatched to the cloud network. This work provides a review on optimized undertaking scheduling in cloud computing environment. The main element of cloud computing is offering desirable response time for end users, that affords a primary impediment in achievement of cloud computing. All components should coordinate to deal with this mission. This can be handled through a suitable Task scheduling algorithm. So, there's a need of efficient mission scheduling method in implementation of cloud computing surroundings. Due to boom in era and increase in range of statistics facilities the venture dealing with ability of each information centres is foremost concern.
Investigation of the factors affecting the quality of electronic-services of the University of Tehran website (Measuring the pattern of electronic services on the University of Tehran website)

This research examines the model of electronic services at Tehran University. The effect of Information-Task Fitness, Interactivity, Trust, Accountability, Design and Innovation, Direct Perceptual Ability, Coherent Communication and Task Processes has been investigated on the quality of electronic services. This research is a case study and a survey. The reliability of the research questionnaires has all been verified. Similarly, the validity of the questionnaires has been confirmed by experts. This research has eight hypotheses that examine the impact of Information-Task Fitness, Interactivity, Trust, Accountability, Design and Innovation, Direct Perceptual Ability, Coherent Communication and Task Processes on the quality of electronic services (website) of the University of Tehran. All hypotheses were confirmed. All of the aforementioned factors have a moderate or significant impact on the quality of electronic services in the University of Tehran website.&#x0D; Keywords: Quality of services, electronic services, University of Tehran, website, quality of electronic services.
내러티브 탐구 과정의 의미에 대한 고찰

This study attempts to examine the meaning of the process of narrative inquiry. Narrative inquiry is known to explore human life in a way of telling and retelling based on human experience. Narrative inquiry is a method of qualitative research that has a commonality with qualitative research such as cultural paper, life history research, practical research, and grounded theory. I am in the process of inquiry, and I want to consider what it means. In this study, since narrative inquiry is based on Dewey's theory of experience, the process of narrative inquiry is related to the principle of growth and change of experience. Therefore, this study tried to understand the concept of Dewey's experience in order to examine the meaning of the narrative inquiry process and to briefly present the points that the narrative investigator considers in the process of inquiry.
PECULIARITIES OF PERCEPTION BY MOSCOW STUDENT YOUTH OF THE PROCESS OF MARKETING COMMUNICATION OF ONLINE PURCHASES

The problem of communicative efficiency of the Russian online stores in the context of current trends in development of electronic commerce in Russia has been considered. The empirical study, conducted by the author, aimed to identify the features of perception by Moscow student youth of marketing communication process of online purchase, has been described. In the process of achieving this aim following circumstances have been revealed: 1) the frequency of purchases of goods and services by students in online stores; 2) the reasons for low purchasing activity in online stores, as well as the complete rejection of online shopping; 3) typical goods/services, the purchase of which is carried out in online stores; 4) characteristic communicative failures of the online shopping process, which are the cause of psychological discomfort of a young online buyer. The obtained results of the study can be used by the Russian developers of online stores in order to improve efficiency of marketing web communication process.
Development of an IoT-based Students’ Attendance Monitoring System

This report presents development of an IoT-Based student attendance monitoring system using University of Port Harcourt as a case study.In the University of Port Harcourt, attainment of 75% attendance of every student is one of the criteria for a student to be qualified to sit for any course in any of the semester's examination.The system is aimed to effectively monitor the 75% attendance of every student.The system composed of hardware and web application.The hardware consists of; Power supply, fingerprint biometric sensor, Esp 32 controller, Thin film transistor (TFT) Liquid Crystal display and Light emitting diode (LED) while the software consists of; Webpage, Embedded C language and My structured query language (MySQL) Database.The fingerprint sensor registers the students during the course registration exercise and authenticates students during attendance in class.The Esp 32 microcontroller with WiFi enabled connects the system to the webpage for data storage and displays information via TFT LCD.MySQL is used for online database for students' attendance storage system.The course lecturers are allowed to gain access only to their class attendance register platform while the Head of department would have access to all the attendance registers online.The system was designed and tested by registering students and taking attendance with optimum performance.
Rancang Bangun WLAN pada Balai Besar Pelatihan Kesehatan Ciloto Menggunakan Pendekatan PPDIOO

Ciloto Center for Health Training (BBPK) is a technical implementation unit of the Indonesian Ministry of Health which has the task of carrying out education and training as well as the development of human and health human resources. This training center is required to be able to provide information technology services that can support education and training activities. This hall has a very wide area and consists of several guesthouses, buildings and bungalows. To be able to provide the required information technology services, this center requires a wireless local area network (WLAN) that can cover the entire hall area. Therefore in this study, researchers will design WLAN networks and their implementation using approaches that can support the implementation process and provide results and benefits according to the needs of the hall. One approach that will be used in designing and implementing WLAN is the PPDIOO approach
Application of the Seegmiller-Tillman Combination Method for Character Design of Capability Test Games

Character is the main element in delivering stories in animation and games. This study uses the Seegmiller-Tillman combination methodology in creating character designs for ability test games with the concept and technical processes. The purpose of this study is as proof of the methodology that was promoted by previous research, and to become an option to be used in the design of game character designs, applications, or other multimedia products. The results are the application and analysis of the effective use of this methodology to produce character designs. This research can become one of the references for designers to build character designs effectively and efficiently.
Threshold Key Generation and Decryption in Ed25519 and Ed448

Threshold cryptography schemes are described with application to theEd25519, Ed448, X25519 and X448 Elliptic Curves. Threshold keygeneration allows generation of keypairs to be divided between two ormore parties with verifiable security guaranties. Threshold decryptionallows elliptic curve key agreement to be divided between two or moreparties such that all the parties must co-operate to complete aprivate key agreement operation. The same primitives may be applied toimprove resistance to side channel attacks.https://mailarchive.ietf.org/arch/browse/cfrg/(http://whatever)Discussion of this draft should take place on theCFRG mailing list (cfrg@irtf.org), which is archived at .
Further Analyses of Trends in Malaria Diagnoses and Incidence Rates (2014-2018) in Edo State, Nigeria

Background: The United Nations Inter-Agency and Expert Group on Millennium Development Goals (MDGs), established incidence rate as one of the indicators for monitoring progress on Malaria control. Data on malaria incidence rates in Edo State, Nigeria, 2006-2013 were published in 2015. The current study focused on incidence rates, 2014-2018. In addition, trends in malaria diagnoses were also investigated.&#x0D; Methods: Records of numbers of patients from the 18 Local Government Areas (LGAs) complaining of malaria, at LGA Health Centres, State Hospitals, etc. were obtained from the Department of Disease Control, State Ministry of Health, Benin City. Patients were placed in 3 categories: Fever, without malaria confirmation, confirmed uncomplicated, confirmed severe. Human population records over the 5-year period were obtained from the Nigeria Population Commission, Benin City. Incidence rates were calculated and relative proportions of patients in the 3 categories determined.&#x0D; Results: The numbers of fever cases, without malaria confirmation, varied across LGAs and constituted 58.00-68.00% of all fever cases annually. In confirmed cases of malaria, most were uncomplicated. The highest numbers of confirmed cases were in Egor and Oredo LGAs. The pattern was similar in uncomplicated and severe cases. The ratios of uncomplicated and severe cases of malaria varied significantly (p&lt;0.05) annually. Malaria incidence rates varied among LGAs in each of the years: 2014 (0.75-5.48%), in 2015 (0.24-2.55%), in 2016 (1.44-5.21%), in 2017 (1.17-9.69%), in 2018 (0.63-4.03%). However, these differences were not significant (p&gt;0.05). In the period 2014-2018, malaria incidence rates of 5.00% and above were recorded only 5times across LGAs: Egor, 2014 (5.48%); Esan Central, 2016 (5.14%; Ovia southwest, 2016 (5.21%), 2017 (9.69%); Uhunmwnde, 2017 (5.05%).&#x0D; Conclusion: The decline in malaria incidence rates, 2014-2018, over the 2006-2013 data indicates progress. However, there are still daunting challenges which have been detailed in the text. These results also highlight the need for malaria test confirmation rather than utilizing fever as the exclusive symptom for malaria. All stakeholders must intensify efforts to ensure that this downward trend in malaria incidence rates is sustained.