Reviewerly/exHarmony huggingface dataset:
Applying Sequence Clustering Methods to Characterize Healthcare Pathways of Patients at Different Prostate Cancer Stages in the French Nationwide Healthcare Database

Background: Patient healthcare pathways consist of many components (e.g., drug exposure, laboratory tests, medical procedures, hospitalizations) whose combinations are heterogeneous and complex to apprehend using traditional descriptive statistics. This paper aims to illustrate how clustering and visualization methods can enhance the characterization of healthcare pathways, using the example of patients with prostate cancer, at all disease stages.Methods: Patients with prostate cancer in 2014 were identified in SNDS and their healthcare data were extracted with up to 5 years of history and 4 of follow-up. Fifty-one specific encounters constitutive of prostate cancer management were synthetized into 4 macro-variables using clustering approach. Their values over patient follow-ups constituted healthcare pathways. Optimal matching using TRATE method was applied to calculate distances between pathways. Partitioning around medoids was then used to define consistent groups across four exclusive cohorts of incident prostate cancer patients: Hormone-sensitive (HSPC), metastatic hormone-sensitive (mHSPC), castration-resistant (CRPC), and metastatic castration-resistant (mCRPC). Index plots were used to represent pathways clusters.Results: The repartition of macro-variables values – surveillance, local treatment, androgenic deprivation, and advanced treatment – appeared to be consistent with prostate cancer status. Two to five clusters of healthcare pathways were observed in each of the different cohorts, corresponding for most of them to relevant clinical patterns, although some heterogeneity remained. For instance, clustering allowed to distinguish patients undergoing active surveillance, or treated according to cancer progression risk in HSPC, and patients receiving treatment for potentially curative or palliative purposes in mHSPC and mCRPC.Conclusion: Visualization methods combined to clustering approach enabled the identification of clinically relevant patterns of prostate cancer management. Characterization of these care pathways is an essential element for the comprehension and the robust assessment of healthcare technologies effectiveness.
EXPERIMENTAL DETERMINATION OF SOME PHYSICAL AND THERMAL PROPERTIES OF LOCAL VEGETABLE OIL FOR USING AS COOLANT IN A SOLAR COOKER WITH PLANE SENSOR

This paper deals with a solar cooker that functions with thermosiphon and uses vegetable oil as coolant.The use of this fluid requires the knowledge of its density, its dynamic viscosity (variable according to its temperature) and of its heat-storage capacity.Therefore, we conducted an experimental determination of these properties for the cotton seed oil, the groundnut oil, the oil of CANARIUM, the artisanal red oil, SODEPALM red oil, the industrial palm oil, the oil of Shea tree, the Coconut oil and the oil of "KIBI".The results are presented in graphs as regards the density and dynamic viscosity, and in a table with regard to the heat-storage capacity.The knowledge of these various sizes enables to make a good choice of the coolant that best adapts to this type of equipment.
PROFIL KOMUNITAS LITERASI DI KOTA JAYAPURA

The research was conducted in Jayapura city using qualitative approach and conducted for 5 (five) months. Data retrieval using observation techniques, interviews, Focus Group Discussion (FGD) and library studies. The data was analyzed descriptively. The short-term objectives of this study were: 1) Number of Literacy Communities in Jayapura City 2) Profile of each literacy community 3) Overview of the existence of literacy communities. The long-term goal is expected to provide reference contributions for the government and related agencies on the development of literacy, development of literacy and education communities in Jayapura City. Based on the processing of data obtained descriptively it could be said that the literacy movement in Jayapura city had developed quite well in recent years. This could be seen from various literacy activities such as training, competitions, seminars and book surgery. Support was also provided by governments and non-governmental agencies. Including the emergence of many Community Taman Baca Masyarakat (TBM) and literacy communities. There are 4 literacy communities that are considered to exist enough to conduct literacy activities in Jayapuara City, namely Sastra Papua community (Kosapa), Sekolah Menulis Papua community (SMP), Gerakan Papua Mengajar community (GPM) and the Pilamo Aksara Community. The community was profiled on behalf of other literacy communities in Jayapura.Keywords: community; literacy; literacy read
â€œ Analysis of Introduction Section Written by Lecturers on Lateralisasi Journal and Math-UMB Edu Journal â€œ

The aim of this research was to know about introduction section written by Lecturers on Lateralisasi Journal and Math-UMB Edu Journal, the research found that the introduction section of Research article written by Lecturers on Lateralisasi journal and Math-UMB Edu journal were â€œnot sufficientâ€ because the Lecturers did not use all of moves in introduction section based on Swales (1990). The result, all Lecturers did not use Move II, Whereas, in writing a good and strong introduction section must had Move I, Move II, and Move III. Thus, the writer would like to suggest that the Lecturersâ€™ research articles in journal had understand about the concept of Rhetorical move based on Swales in introduction section Â Key Words : Rhetorical Move, Linguistics Feature, Introduction Section.
Will We Ever Have a Quantum Computer?

In the hypothetical quantum computing one replaces the classical two-state bit by a quantum element (qubit) with two basic states, ↑ and ↓. Its arbitrary state is described by the wave function ψ = a↑ + b↓, where a and b are complex amplitudes, satisfying the normalization condition. Unlike the classical bit, that can be only in one of the two states, ↑ or ↓, the qubit can be in a continuum of states defined by the quantum amplitudes a and b. The qubit is a continuous object. At a given moment, the state of a quantum computer with N qubits is characterized by 2N quantum amplitudes, which are continuous variables restricted by the normalization condition only. Thus, the hypothetical quantum computer is an analog machine characterized by a super-astronomical number of continuous variables (even for N∼100÷1000). Their values cannot be arbitrary, they must be under our control. Thus the answer to the question in title is: When physicists and engineers will learn to keep under control this number of continuous parameters, which means – never.
TETUN LANGUAGE MAINTENANCE IN EAST TIMOR FORMER REFUGEE COMMUNITY

This study was conducted with the aims of: (1) describing the use of Tetun Language in East Timor former refugees community Manusak village and (2) describing the factors of Tetun Languages maintenance in Manuasak village. This research uses the sociolinguistic approach, the method used is descriptive qualitative method. The results of the study show that: (1) Tetun is still survives so far as it has migrated for 20 years from its native land. Of the 132 informants interviewed, 86.36% of informants used Tetun Language as a lingua franca with different age categories. For partner selection, 71.21% of informants use Tetun Language when communicating with family members and neighbors. Then 58% of informants use Tetun Language when communicating with family members, neighbors, and coworkers, while 21.21% of informants use the language when communicatin with family members, closest neighbors and game friends. The topics chosen were: (1) 59.09% of informants chose topic about daily life activities, 9.1% chose topics about daily life and some topics that are related to work, 14.4% of informants chose topics about daily life, economic topics, political topics, religious topics, and work topics, 6.81% of informants chose topics about daily life, topics about education, economic topics, political topics, topics about religion, and topics about work, and 10 , 60% of informants chose topics about daily life, topics about education, religious topics and work topics. For the domains of using Tetun Language, then Tetun Language is used in the family domain, neighborhood and at the workplace. Next are the factors caused the maintenance of Tetun Language: loyalty to mother tongue, pride in using Tetun Language , family supporting environment and regional conservation.
Knowledge Management Enablers for Knowledge Creation Externalisation in Nepalese Hospitality Industry

This paper examines the relationships between the knowledge management enablers and knowledge creation externalisation in the hospitality industry such as hotel, travel and trekking agencies in Nepal. The study is based on primary data with 382 responses. The self-administered questionnaires were used to collect the perceptive opinions from the respondents. The study concludes that the key knowledge management enablers such as collaboration, trust, learning, centralisation and information technology do influence to the knowledge creation externalisation positively. Managers should promote collaboration, trust, learning and information technology facilities for employees to create knowledge in organisation.
Office E/M 2021: An Overview of Time-Based Code Selection

In this article, we review the planned changes in how time is used in selecting office E/M codes, including prolonged office E/M services. These changes will be implemented for services provided on or after January 1, 2021.
IMPLEMENTING MOBILE COMPUTING EXERCISES BASED ON ANDROID IN CREATING IDEAS TO FACILITATE INDEPENDENCE LEARNING OF READING COMPREHENSION

Computer technology has been experiencing quite rapid development in which it, in turn, has also caused a change in the human lifestyle. Nowadays, a new trend in e-learning is known as Mobile Learning. The main research argues the need to implement online learning environments to better support the representation and sharing of factual, procedural, to build and develop m-learning that can be used as a flexible learning media and conceptual knowledge to develop students' implement capabilities and produces learning logical reasonable will be prepared based on the needs of development. The implement-based research methodology explicates how to implement not only allowed more effective student representation and sharing of the different levels of knowledge required for abstraction to occur, but also enabled better teacher assessment and, hence, remediation also provides detailed guidance on creating interactive content (from the application of learning strategies and media to courseware development). The result obtained from this research is that 95% of the user from university students enjoy in using the application of mobile learning and it is only 5% does not enjoy. At last, it can be concluded that the use of the mobile learning application can make the learning process more flexible.
DEVELOPMENT OF POETRY TEACHING MATERIALS BASED ON CREATIVE PROCESS

This study aims to overcome the problem of the quality of Indonesian language learning outcomes in high schools (SMA), especially the topic of poetry texts which are still low. The results of this study are intended to assist the government in improving the quality of the implementation of the 2013 curriculum at the high school level. The weakness of applying the 2013 curriculum is the limitations of teaching materials, including poetry text teaching materials. Learning this material is expected to encourage students to express their thoughts, feelings, and ideas through beautiful, rhythmic language, literary values but not offending others. The method used in this research is research and development with five selected literary writers who are productive in producing poetry texts. Next, in testing the developed teaching material, students from SMA Negeri 1 Manonjaya Tasikmalaya were chosen. Teaching material developed based on the poet's creative process in producing literary works of poetry text is combined with the composition of basic competencies based on the curriculum with scientific presentation. Teaching material which is evaluated based on content, presentation, language, and graphic criteria by academics and practitioners meets the eligibility criteria as teaching material in high school. Based on the testing of the application of teaching materials, it was found that the teaching materials were able to encourage students to produce quality poetry texts. Indonesian Language learning also takes place effectively in achieving goals.DOI: 10.24071/ijiet.2020.040113
COMPRESSIVE SENSING BASED CONVOLUTIONAL NEURAL NETWORK FOR OBJECT DETECTION

Deep neural networks (DNN) have shown significant performance in several domains including computer vision and machine learning. Convolutional Neural Networks (CNN), known as a particular type of DNN, have shown their promising potentials in discovering vision-based patterns from quantity of labeled images. Many CNN-based algorithms are thus proposed to solve the problem of object detection and object recognition. However, CNN-based systems are hard to deploy on embedded systems due to their computationally and storage intensive. In this paper, we propose a method to compress convolutional neural network to decreases its computation and storage cost by exploiting inherent redundancy property of parameters in different kinds of layers of CNN architecture. During the compression, we firstly construct parameter matrices from different kinds of layers and convert parameter matrices to frequency domain through discrete cosine transform (DCT). Due to the smooth property of parameters when processing images, the resulting frequency matrices are dominated by low-frequency components. We thus prune high-frequency part to emphasize the dominating part of frequency matrix and make the frequency matrix sparse. Then, the sparse frequency matrices are sampled with distributed random Gaussian matrix under the guiding of compress sensing. Finally, we retrain the network with the sampling matrices to fine-tune the remaining parameters. We evaluate the proposed method on several typical convolutional neural network and show it outperforms one latest compression approach.
Chaotic time series prediction with multi-layer perception and meta-heuristic methods

Predicting chaotic time series is an applicable issue so many scientists have introduced different methods to predict their behavior. Artificial neural networks are a tool that forecasts system behavior. These tools should be trained and backpropagation algorithms used as learners. But this training process may be falling into trap of local optimum. Heuristic methods are introduced to solve this challenge.
Designing a model for managing professional development of heads of regional general educational institutions

The article substantiates the logical need to build a model for managing the professional development of heads of educational institutions in the region on the spiraling of multifunctional processes of personnel policy: the formation of the personnel reserve, certification and appointment of the director’s corps. The conceptual apparatus of personnel policy processes is presented. The practical orientation of the results is determined.
The role of state-public administration in assessing the quality of general education at the municipal level in the Russian Federation

The article touches upon the main features of state-public educational management concerning the issues of assessing the quality of general education at the municipal level. The activity of state-public bodies operating in municipalities, which functions include assessing the quality of general education is analyzed.
Transformation of Teacher&amp;apos;s Readiness for Using Digital Educational Resources in the Process of Educational Work with Modern Adolescents

The article discusses the conceptual and practical issues of transforming the main components of a teacher’s readiness to use digital educational resources. The author analyzes the changes in the structure of the teacher’s readiness in the field of educational work with modern adolescents and concludes that it is important to take into account their individual psychological characteristics when introducing digital educational resources.
Inclusive processes in the system of lifelong education persons with disabilities

In this article, inclusion is considered as a modern social concept of education for persons with disabilities and disabled health. The article analyzes the theoretical and practical issues of lifelong education of these groups in the context of digital civilization. The significance of inclusive processes in educational and social protection institutions, the use of new communication technologies, universal design and other means that provide educational, professional and socio-cultural integration of persons of the above groups, taking into account the main age stages, is revealed.
Pedagogical Science and Practice Results in the General Education System: Historical Context

The article provides a historical overview of the results of education of school graduates, depending on the scientific, socio-pedagogical and political position of various reforms of the education system. Errors in the state management of the education system due to the lack of developed pedagogical science, corresponding to the conditions and requirements of the time, based on the social order of the industrial and post-industrial era of social development, are noted.
SISTEM INFORMASI MONITORING AKTIVITAS ANAK BERBASIS WEB DAN MOBILE

Before entering elementary school level, children will learn through PAUD (Early Childhood Education). Paud activities are various. Seeing from this PAUD activity, of course parents need to see and monitor the activities of their children if parents cannot accompany them at school. The information system for monitoring PAUD children’s activities is expected to be able to help parens to see the children’s activities carried out while at school. This system is made using two platforms, namely web-based whose main feature monitoring children’s activities, and mobile-based to view data that has been entered from the web
Large Semi Primes Factorization with Its Implications to RSA Cryptosystems

RSA’s strong cryptosystem works on the principle that there are no trivial solutions to integer factorization. Furthermore, factorization of very large semi primes cannot be done in polynomial time when it comes to the processing power of classical computers. In this paper, we present the analysis of Fermat’s Last Theorem and Arnold’s Theorem. Also highlighted include new techniques such as Arnold’s Digitized Summation Technique (A.D.S.T.) and a top-to-bottom, bottom-to-top approach search for the prime factors. These drastically reduce the time taken to factorize large semi primes as for the case in RSA Cryptosystem.
SISTEM PENDUKUNG KEPUTUSAN BIBIT SAPI UNGGUL DENGAN METODE SIMPLE ADDITIVE WEIGHTING BERBASIS WEB

The purpose of this study is to develop a Decision Support System for Selection of superior beef cattle based on criteria with existing parameters. There are five criteria used in this study, namely Weight, Height, Age, Price, and Feed Consumption. These criteria were obtained from the results of interviews with Mutiara Halim Trading Business and a literature study that had been conducted. The method used is the Simple Additive Weighting (SAW) method. The result obtained is a Decision Support System that can be accessed by the Admin and User to select the desired cow. The program is run by using XAMPP as Localhost and PHPMyAdmin as Database. Based on the trials that have been carried out, it can be concluded that the system created can be run and can assist the User in making decisions to determine superior cow breeds
The Sound of Spatial Relation - Music as sequential representation of multidimensional adjacencies

This article scrutinizes the possible use of musical notations as graphic and sound as acoustic representations of multidimensional adjacencies.The commonly used representation of adjacencies as a graph or a bubble diagramm may only supply limited clarity in certain cases, especially if several layers of parameters are involved.This research shows the possible use of adjacency matrices, to produce variations of musical notation, and by this musical sound events relating to spatial configurations.This musical representation of spatial design is introduced into the design process as an additional feedback mechanism between human and material via machine.
The role of ICT and its pedagogical contributions to education in the Dominican Republic: Advances in educational innovation for inclusion and technological literacy from the perspective of higher education institutes, policymakers, and ministries

Information and Communication Technologies offer innovative tools for inclusion and education. In the following paper, it was investigated questions related to the implementation of Information and Communication Technologies in education for the construction of knowledge and digital inclusion of populations with diverse characteristics, capacities, and disabilities in the different educational levels in the Dominican Republic. The strengths and weaknesses of the educational system was the approach of this investigation, describing the participation of private and governmental institutions in the development of educational technology.
ASSESSING INDICATORS OF LEARNING SUCCESS IN TERMS OF EDUCATIONAL CONTINUITY IN THE FAR EAST

The article formulates indicators of learning success, including the availability of skills for independent work, formed conceptual thinking, self-recognition of achievements. Statistical analysis of the student survey results has confirmed the importance of senior family member participation in the education of the younger generation as a factor of success in the professional education of the individual. It was shown that the attention to a child in the family during the education in primary and secondary schools is a necessary element of success in the conditions of educational continuity.
Information Security of Digital Educational Environment

The article examines the features of modern digital society and its impact on the digital educational environment, which is currently considered as a system-forming component of modern education. The most significant phenomenon influencing the educational process is the so-called &amp;quot;Big data&amp;quot;. The emergence and exponential growth of data, not supported by any meaning, has an extremely strong, negative impact on the human personality and the educational process. The article formulates global risks arising from the imbalance between &amp;quot;data&amp;quot; and &amp;quot;information&amp;quot; and outlines the underlying causes of the said imbalance, as well as the general strategy for overcoming it.
Pedagogical potential of personalized teaching of modern school students

The article solves the problem of identifying the pedagogical potential of personalized teaching of students of a modern school, the solution of which will improve the educational process, enrich the types of educational activities in accordance with the individual characteristics of the student.