Reviewerly/exHarmony huggingface dataset:
The Improvement of Watershed Algorithm Accuracy for Image Segmentation Handwritten Numbered Musical Notation

In the implementation of image processing to translate the image of the numbered musical notation into a numerical character requires some initial process that must be passed like image segmentation process.The advantage of successful segmentation process is that it can reduce the failure rate in the object recognition process.Segmentation process determines the success of object recognition process, it takes segmentation algorithm that can perform accurate object separation.The combination segmentation process developed in this research used projection profile algorithm, watershed and non-object filtering.Profile projection algorithm is used to crop the image of the musical horizontally and vertically.The watershed algorithm is used to segment the numerical object of numerical notation generated from the projection profile process.Non-object filtering is a continuation of the watershed algorithm that includes the non-object reduction process and the process of combining objects so that the original object segment will be generated.Based on the results of the research, the accuracy of the segment on watershed segmentation is higher than watershed segmentation without combination of .
ANALISIS KEBUTUHAN INFORMASI STANDAR DI KAWASAN PUSPIPTEK SERPONG: BERDASARKAN JENIS DAN KLASIFIKASINYA

This study aims to find out the standard information needs in the Puspiptek Region. While the specific objective of this study is to know the types of standard and standard classification required. The study was carried out descriptively. The data were collected by inventorying standard information needs during the 2011-2017 period. The results of this study concluded: 1) the type of standard information needed in Puspiptek Serpong Area are ASTM, JIS, ISO, BS, SNI, DIN, IEC, UIC; 2) based on the classification, the standards needed in the Puspiptek Serpong area are: a) ASTM, miscellaneous material classification; miscellaneous subjects; cementious, ceramic, concrete, and masonry material; b) JIS, railway engineering classification; chemical engineering; mechanical engineering; c) ISO, rubber and plastic industries classification; metallurgy; road vehicles engineering; d) British standard, agriculture classification; construction materials and building; chemical technology; e) SNI, metallurgy classification; food technology; construction materials and building; f) DIN standard, rubber and plastic industries classification; paint and colour industries; g) IEC standard, electrical engineering classification; testing/ environmental testing. The results of this study can be the recommendations for decision makers in the context of procurement/provision of documents, especially standard documents in the Puspiptek Serpong, for the development of science and technology.
Peningkatan Kualitas Pembelajaran IPA Melalui Model Pembelajaran Problem Based Instruction (PBI) dengan Media Kartu Pintar pada Siswa Kelas III SD Negeri 64/IV Kota Jambi Semester Genap Tahun Pelajaran 2017/2018

Background problems in science learning, teachers do not involve students in investigations, students are less trained in developing work (products). The concepts mastered by students are only given by rote by the teacher, students are not taught through a process of discovery that is problem-oriented in everyday life. Based on these problems, the most appropriate solution is to implement the PBI model with smart card media. The general problem formulation is how to improve the quality of science learning in class III 64 / IV SD Negeri Jambi. Whereas specifically is whether through the Problem Based Instruction learning model with smart card media can improve teacher skills, student activities, and student learning outcomes in class III science learning at SD Negeri 64 / IV Jambi City. The general objective of this study was to improve the quality of science learning in third grade students of SD Neegri 64 / IV Jambi City. Specifically, it is to improve teacher skills, student activity, and learning outcomes in class III 64th Natural Science learning. This type of research is classroom action research, using the Problem Based Instruction model with smart card media that is applied in three cycles. Each cycle consists of two cycles with four meetings and four stages, namely planning, implementation, observation, and reflection. Subjects of the study were third grade students of SD Neegri 64 / IV Jambi City even semester 2017/2018. Data collection techniques used tests to measure learning outcomes and student activities using instruments, and observation formats for teacher management in classroom learning. The results of the study showed that for the management of learning in the classroom in cycle 1 was a score of 32, cycle 2 received a score of 38 and cycle 3 obtained a score of 48 with good criteria. The results of the study The activities of students obtain an average score of two meetings in cycle 1 is 25.85 with sufficient criteria; The cycle obtained a score of 45 with good criteria. In cycle 3, the score obtained was 34.25 in the good category. While for student learning outcomes the average percentage of classical completeness from the two meetings in cycle 1 was 56.41%. Cycle 2 obtained the percentage of classical completeness was 64%. In cycle 3, the percentage of classical completeness was 82%. The results of this study have shown that the indicators of success have been achieved so that this study was declared successful. As for the conclusions of this study, through the Problem Based Instruction (PBI) model with smart card media can improve teacher learning management, student activities and learning outcomes of class III SD Neegri 64 / IV Jambi City at even semester 2017/2018 school year.
A STUDY ON REGULARIZATION FUNCTIONS AND REGULATION PARAMETERS IN IMAGE RESTORATION

The aim of this paper is to apply the regularization functions namely norm, l TV 1 norm and l 0 norm and regularization parameters with these norms in image restoration.This class of problems results from combining a linear observation model with a non-quadratic regularizer.Improved Iterative Shrinkage Thresholding algorithm (IISTA) and Iterative Shrinkage Thresholding algorithm (ISTA) are employed for comparison.These algorithms are performed through a recursive application of two simple procedures such as linear filtering and soft thresholding.
Pendekatan Kontekstual Sebagai Upaya Meningkatkan Kemampuan Siswa Kelas IX C SMP Xaverius 2 Jambi dalam Mengapresiasi Cerita Pendek

Bahasa Indonesia is a subject that must be followed by students from elementary school to college, including mastery of language skills that are reading, speaking, listening and writing developed Integrated. Class action research conducted to improve students ' ability to appreciate short stories with a contextual approach in class IX C of Xaverius 2 Jambi first secondary school. The study was conducted over two cycles. Each cycle takes three stages of the process, ranging from planning, action and reflection. In the first cycle, student learning results still show an average value of 56.95, while the level of activity and the creativity of students have qualitatively obtained an average value of 67.25 with the number of students who received less (below 50) value of 50% Of the number of participants/classes (18 persons). In the second cycle, indicating an increase in the number of students who gained sufficient value (55 – 70), which is from 9 (nine) people to 18 people for all categories of assessments and students who obtained a good value of 25% (9 people). Thus, the results gained indicate that through a contextual approach, students ' ability to appreciate short stories increased as expected.
From Information Openness To Information Policy Of Educational Organizations

Over the past five years, a large-scale task in the field of information openness of educational organizations has been carried out on the territory of the Russian Federation.Almost every school, kindergarten, institution of additional education of children now have their official websites.At the same time, the information openness of organizations cannot be reduced only to the presentation of official information about the activities of the educational organization.That is through the formation of information resources of various formats, which can be both individual sites and information portals of educational organizations, including personal sites of teachers, personal sites of collective subjects of activity, provides an expansion of the representation of educational organizations in the public space of the Internet and forms a public image of the educational organization in the eyes of users of information about the activities of the educational organization.The article gives an idea of various aspects of information openness of an educational organization and shows that the effective solution of the problems of information openness is associated with a new area of competencethe design and implementation of information policy of an educational organization that determines the value meaning and target objectives of public information and communication activities of the educational organization on the Internet.The article presents approaches to the identification of standard, key and leading competencies in the new public information and communication activities for educational organizations in terms of information openness.
DETECTION OF MALARIA PARASITES IN BLOOD SAMPLE USING CASCADING METHOD

Malaria is one of the life threatening disease worldwide.The accurate and timely diagnosis of malaria infection is essential to control and cure the disease.This paper focuses on segmentation and detection of microscopic images infected with malaria parasites using color based cascading method.This method begins with color normalization process followed by gamma correction then noise reduction, exposure compensation, edge compensation, edge enhancement, fuzzy c-means clustering, and morphological process.The results have shown that this method could be successfully used for malaria detection.
Barycentric Shift Model Based VR Application for Detection and Classification on Body Balance Disorders

Virtual reality technology shows serious potential in many fields, such as cinemtic entertainment, professional training, Healthcare and clinical therapies, etc. In this paper, we propose a novel human balance capability evaluation method, which is based on crossing bridge virtual scene and video analysis. We have sampled the crossing bridge movement video of two groups of volunteers with balance ability differences, and then we proposed a balance ability classification algorithm via barycentric shifts model statistical analysis. The small sample experiment shows that our method can accurately identify the possible candidates with balance ability abnormality.
PROSEDUR PEMERIKSAAN MSCT ANGIOGRAFI KEPALA DENGAN KLINIS STROKE DI INSTALASI RADIOLOGI RSUD DR. MOEWARDI

PROCEDURE OF MSCT ANGIOGRAPHY EXAMINATION WITH THE CLINICAL OF STROKE IN DEPARTEMENT RADIOLOGY HOSPITAL DR. MOEWARDIKarina Widya Armelia1) Jeffri Ardiyanto2) Andrey Nino Kurniawan3)AbstractStroke is clinical syndrome characterized by functional brain disorders caused bye vascular disoders. The procedure of Head Angiography with MSCT examination in case is used as an additional study which is used as routine check for diagnosing vascular. In assition examination technique, post processing also determines the success rate of the MSCT Angiography examination in showing the pathology. Reconstruction used are Multi Planar Reconstruction (MPR), Maximum Intensity Projection (MIP), Volume Rendering Technique (VRT), dan Shaded Surface Display (SSD). Procedure reformat and filming of MSCT Angiography examination with the clinical of stroke in Radiology Hospital Dr. Moewardi just used 3D MIP. The purposeof this study was to explain the procedure of head angiography with MSCT examination in case of stroke to know the reason for head Angiography scanning and to know the reason for using reformat and filming just in 3D MIP. The type of research used a qualitative researchwith case study appoarch. The data were collected from March to April at Radiologi Hospital Dr. Moewardi by observation, interview with radiology technologist, radiologost and referring physician, and also documentation. Data were analyzed by using interactive model. The result of the research shows that the procedure of Head Angiography examination with MSCT in stroke cases is done by the area from mandibula to vertex. Injection contrast media 370 mg/mL in intra vena with 90 mL and ringer laktat 30 mL. The examination began with scanning of the scanogram, pre contrast, and post contrast. Reformat and filming just in 3D MIP with AP projection, lateral, right oblique and left oblique several in positive and negative. The reason reformat and filming just in 3D MIP because it has revealed vascularization from various angles to be evaluated and the results obtained look like a picture of Digital Substraction Angiography (DSA), making it easier for the referring physician to carry out further examination of coiling with the DSA method. Keywords: MSCT Angiography, Stroke, 3D MIP Remaks : 1)Students of Radiodiagnostic and radiotherapy Departement, Health Polytechnic, Ministry of Health, Semarang 2)3)Lecturer of Radiodiagnostic and Radiotherapy Departement, Health Polytechnic, Ministry of Health, Semarang
Evaluasi Pengendalian Internal Sistem Informasi Akuntansi Penerimaan Kas Pada PT Bank BRI Cabang Tahuna

Banking has a very important role in the wheel of the Indonesian economy, because it provides services in various business fields. Banking as it is known is not an ordinary business entity as a company engaged in trade and industry, but a business entity engaged in financial services. Internal control within the company is maintaining and ensuring that every activity in the company is in accordance with and in line with the company's goals. With strict internal control, it is expected that all company operations can run smoothly. not only in the case of operations that will run in an orderly and good manner according to the procedure, but from the company's financial perspective it can also be monitored better so that there are no mistakes and acts of fraud. The purpose of this study is to evaluate the internal control and cash receipt accounting systems available at BRI Tahuna Branch. This type of research is qualitative. Methods of data collection in the form, is conducting interviews, observation and documentation. The results of this study are the Implementation of the Internal Control System at Cash Receipts at PT. Bank Rakyat Indonesia (Persero) Tbk Tahuna Branch has fulfilled the elements of the Cash Receipt Internal Control System and is running well. This is indicated by the clear separation of duties, responsibilities, and authority limits in each work unit in the company.
An Investigation into the Value and Benefits of the SOLIDWORKS Certification Program

This descriptive research study explores the perceived value and benefits of the SOLIDWORKS certification program for students and working professionals.In the last decade, computer-aided design (CAD) certifications have grown in availability and popularity, and CAD software vendors and resellers have made bold claims concerning their value.However, minimal evidence-based research has been conducted to explore the actual value gained from obtaining such a certification.This study involved the use of an online survey given to a cross-sectional sample of certified SOLIDWORKS professionals located in the western region of the United States.Students, educators, and SOLIDWORKS employees and resellers were excluded in an attempt to reduce survey bias.LinkedIn® InMail™ messages containing the survey link were sent to 182 individuals, of which 36 (19.78%) responded.Results show respondents generally perceive SOLIDWORKS certifications as valuable and the benefits of obtaining a certification outweigh the cost.Students achieving a SOLIDWORKS certification may experience a competitive advantage over non-certified candidates when applying for a job.Earning a SOLIDWORKS certification demonstrates a benchmark skillset and indicates a candidate's level of interest in professional development.In general, this paper sheds light on an emerging academic and professional development trend and more specifically, calls for additional research studies investigating the impact of vendor-controlled certification programs.
THE TRANSLATION OF CIVIL AVIATION SAFETY REGULATION PART 170 AIR TRAFFIC RULES INTO INDONESIAN

The background of this research was based on the continued development of international aviation in the world which was a challenge for the translator to find an equivalent sentence. The purpose of this thesis was to find the equivalence type used in translating the source language to the target language and find the dominant equivalence type used. For solving this problem, the writer used Nida and Taber theory that divided equivalence types into two types, namely formal equivalence or formal correspondence and dynamic equivalence. The method used was descriptive qualitative method. The data was obtained through systematic sampling method. Based on the analysis, the equivalence types of 53 of 66 samples (80%) were translated by using formal correspondence; 12 of 66 samples were translated using dynamic equivalence (18%) and only one sample (2%) did not neither involve in formal correspondence nor dynamic equivalence because SL text did not have translation in TL (reserved). The most dominant equivalence type used in the translation was formal correspondence.
Study of red cell indices and reticulocyte count in person with anemia at a tertiary care hospital of Kathmandu

Anemia is not a disease but a clinical feature of some other underlying problems. It is one of the most common public health problems in developing countries. The prevalence of anemia differs according to the age group. A cross sectional observational study was conducted in a tertiary hospital, over a period of six months (January 2018 to June 2018). All the cases of anemia in different age group with hematological investigations (hemoglobin and red blood cell indices) including reticulocyte count during the study period were included. A total of 274 blood samples of persons with anemia were evaluated. The mean age of the patients was 41.4 ± 25.37 years. Anemia was more commonly seen in females (68.2%) than males (31.8%) in our study. The most affected age group for anemia was person ≥ 15 years followed by children &lt; 5 years. The least affected group was children of 12- 14 years. Microcytic anemia (decreased MCV and decreased MCHC) was observed in children of 12- 14 years and macrocytic anemia (increased MCV) was seen in group ≥ 15 years. Red cell distribution width (RDW) was more elevated in children of 12 -14 years and showed that there was significant variation of size of RBC in this group. Reticulocyte count was higher in children &lt; 5 years and lower in children of 12- 14 years. Significant correlation was noted for hematocrit and reticulocyte count. This study revealed that the prevalence of anemia increases with age and was more common in females. Baseline study of red blood cell indices and reticulocyte count will help us in diagnosing the type of anemia and in further management.
DISCOURSE DEPUTY REGENT OF SAMPANG IN 2017 IN MUSREMBANG LEADERSHIP

The 2017 Musrenbang Kabupaten was led by a vice Bupati. Because of the health condition, Bupati of Sampang cannot be present and leading the forum. The vice Bupati must show his leadership model as if he is the main leader. The success of Musrenbang forum depends on how a Bupati can manage, cooperate and lead all the participants in this forum. This study is to analyze the leadership discourse from 2017 Musrenbang Kabupten Speech Text and relevant literature. The methodology in this study is using discourse analysis. Then, it is led to Van Dijk Model Analysis. This model concerns on three part analyses. They are textual, social cognition and social context analyses. While textual analysis is based on the speech text, social cognition and context analyses are based on the external and what is behind of a discourse. Then, the result of this study is led to what kind of leadership model is showed by Vice Bupati of Sampang in Musrenbang Speech Text and why this speech text (concerned on the content) is produced. First, leadership model can be seen from the textual context in speech text. Second, why this speech text can be produced can be seen from the social cognition and context. So, the three approaches from Van Dijk Model Analysis can lead to two conclusions. They are the kind of leadership model and the background production of this speech text. The result of this study hopefully can be considered as a set of recommendation for the next Bupati in 2019
Multi-modal Remote Sensing Image Description Based on Word Embedding and Self-Attention Mechanism

Traditional multi-modal models are relatively weak in describing complex image content when describing and identifying objects to be identified in microwave images, the generated sentences by which are relatively simple. In this paper, a multimodal remote sensing semantic description and recognition method based on self-attention mechanism is proposed, which combined with the Ngram2vec word embedding technique. Firstly, Ngram2ve is used to mine the semantic information and context features between the pixels to be identified in the domain window and adjacent pixels. Secondly, a self-attention mechanism is introduced to further learn the internal structure information of all pixels in the neighborhood window to generate a multidimensional representation. Finally, in order to avoid the loss of information transmitted between layers, Dense nets are used to implement information flow integration, and a multi-layered independent recurrent neural network is added between each densely connected module to solve the gradient disappearance. Experimental results show that this method is superior to traditional deep learning methods in image description and recognition.
HiPower: A High-Performance RDMA Acceleration Solution for Distributed Transaction Processing

The increasing complex tasks and growing size of data have necessitated the application of distributed transaction processing (DTP), which decouples tasks and data among multiple nodes for jointly processing. However, compared with the revolutionary development of computation power, the network capability falls relatively behind, leaving communication as a more distinct bottleneck. This paper focuses on the recent emerging RDMA technology, which can greatly improve communication performance but cannot be well exploited in many cases due to improper interactive design between the requester and responder. Our research finds that the typical implementation of confirming per work request (CPWR) triggers considerable CPU involvement, which further degrades the overall performance of RDMA communication. Targeting at this, we propose HiPower, which leverages a batched confirmation scheme with lower CPU utilization, to improve high-frequency communication efficiency. Our experiments show that, compared with CPWR, HiPower can improve the communication efficiency by up to 75% and reduce CPU cost by up to 79%, which speeds up the overall FCT (Flow Completion Time) by up to 14% on real workflow (Resnet-152).