Reviewerly/exHarmony huggingface dataset:
A Robust Formulation for Optical-Flow/Material Identification Problems

The characterization of material properties from image sequences is of paramount importance for the non-destructive assessment of structural integrity. A particular application can be found in the field of biomedical engineering, where anatomical structures, whose material properties are frequently sought, can be observed in-vivo through time. A traditional approach for such task, involves the estimation of the displacement field across the image sequence -usually by means of optical flow techniques- and the subsequent estimation of the material properties through the formulation of an inverse mechanical problem. The decoupled nature of this approach leads to cumulative errors across these stages, caused by the lack of consistency between the recovered optical flow and the displacement field delivered by the underlying mechanical model yet to be identified. In recent years, new approaches were proposed to integrate the optical flow and the material identification problems to render a compatible characterization of the displacement field in the sense that they correspond to a mechanical model whose material properties also undergo an identification process. In the present work, a new numerical method for the simultaneous identification of the optical flow field and the material properties of a mechanical model from a sequence of images is presented. Realistic numerical examples with manufactured solutions are solved, considering different sources of errors (such as pixel errors and interpolation errors). The results obtained allow us to conclude that the proposed method performs robustly even in the presence of noise, and is also efficient in terms of the number of iterations required to achieve convergence.
Improve Spark-based Application Performance Using Bayesian Hyperparameter Optimization

Metagenomics sequences assembly has an insurmountable obstacle in computational and memory resources limitations. SpaRC, a scalable sequence clustering application using Apache Spark, provides a scalable solution for clustering billions of reads from the next-generation sequencing(NGS) technologies. However, optimizing parameters to achieve better accuracy at this scale becomes very challenging and expensive. Here we explored Bayesian hyperparameter optimization to alleviate this problems by tuning the parameters to achieve near optimal cluster accuracy, without expensive parameter exploration. We report cluster performance on both short reads (Illumina) and long reads (PacBio) sequencing platforms. Results indicates that the methods offers great improvement in clustering performance. We hope insights we gained in this experiment can be generally applied to similar genomics applications based on Spark.
LibGuides: Creating Inclusive Environments While Increasing Our Capacity for Diversity: For Further Reading

Facilitator: Dr. Sherry Early, Assistant Professor, COEPDThe Center for Teaching and Learning invites you to participate in a new faculty learning community for the 2018-2019 academic year. Faculty Learning Communities (FLCs) are one opportunity for f
SEGMENTASI PELANGGAN BERDASARKAN PRODUK MENGGUNAKAN METODE K- MEDOIDS

Market segmentation is a division of consumer groups that have different needs, characteristics and behaviors (heterogeneous) in a particular market so that it becomes a homogeneous market unit, in this case it is very helpful in a more targeted marketing process so that company resources can be used effectively and efficient for example makes it easy to distinguish markets and recognize competitors with the same segment. CV. Lampegan Jaya is a company engaged in the distribution of food and beverage products including Meses Tulip Chocolate, Vita Zone, Bintang Sobo Tea, Preso Tea, Okky Jelly Drink, Fruit Tea, Bima Energy Nails, Coptic Cappuccino, Mizon and My Tea. These products are distributed to outlets spread across Bandung, Cianjur, Cileunyi, Cimahi, Soreang and Sumedang. Distribution of products is carried out based on the demand for outlets for the product. In this study a system of classifying customer segmentation based on products. This system can classify customers based on the number of purchases and area. The process of this customer grouping system uses a K-Medoid clustring algorithm to classify customers based on segmentation on the product purchase amount and area. With test data of 6 regions, 600 customer data and 28 products. Keywords: Market Segmentation, k-Medoids, , Food Products
An Analysis of Classrom Interaction in Speaking Class by Using FIAC System: Teachers Questioning and Feedback (Grade Seven Students in Focus)

&#x0D; &#x0D; &#x0D; The aim of this study was to describe the interaction of teachers and students at primary school levels in speaking class of English foreign classroom. It also aimed at describing how the participants experienced interaction and its level of interactional activities and influences. To carry out the real classroom interaction analysis in speaking class using FIACS technique, qualitative research / qualitative descriptive research was employed for this study, which is qualitative. The results were analyzed using qualitative/Latent content analysis mainly. The targeted schools selected using convenience-sampling technique, but English Language teachers were selected using purposive sampling. Qualitative methods of data collection, such as interviewing, observation, and document analysis were also developed and employed as major tools. The result from these instruments showed that the interaction was still dominated by the teachers as shown from the observation and recording, and the speaking skills input and process haven’t been found to have a positive change on their students speaking performance or improvement. Thus, all findings revealed that the teachers were not able to use the appropriate type of classroom language and provide formative feedback that really help in improvement of student’s language learning.&#x0D; &#x0D; &#x0D;
STUDY ON VISIBILITY ESTIMATION OF CIRCULAR OBJECTS WITH UNIFORM AND NON-UNIFORM BACKGROUND FOR LOW-VISION PEOPLE

It is vitally important to estimate visibilities of all visual targets in real environments to assume and maintain visual safety. As luminance images in real lit environments are relatively easy to obtain, it is reasonable to attempt a method of estimating visibilities of objects using these images.
Employment Suggestions for Executives in Special Warfare Units Based on Job Competency

본 연구의 목적은 특수전부대 간부의 취업역량 분석을 통해 그들이 지니고 있는 우수한 역량과 이에 적합한 직업(군)을 도출하고자 하였다. 연구결과는 다음과 같다. 첫째, 특수전부대 간부의 취업역량 분석결과 업무수행능력 보유수준은 신체적 강인성 능력이 가장 높게 나타났으며 행동조정능력, 공간 지각능력, 서비스 지향능력 등으로 나타났고 조작 및 통제능력과 고장의 발견ㆍ수리능력이 가장 낮게 나타났다. 둘째, 특수전부대 간부가 일반인 재직자에 비해 상대적 우위를 가지는 역량으로 업무능력은 논리적 분석, 창의력, 추리력, 선택적 집중력, 공간지각력, 학습전략, 선택적 집중력, 사람파악, 행동조정, 모니터링, 가르치기, 설득, 협상, 서비스지향, 파단과 의사결정, 문제해결, 인적자원관리, 작동분석 등 21개 항목으로 나타났다. 셋째, 특수전부대 간부가 상대적 우위를 가지는 역량을 통한 적합직업(군) 도출 결과 총822개의 적합 직업이 도출되었으며, 적합 직업(군)별로는 사회복지, 문화, 예술, 방송 분야의 문화예술 디자인 방송 관련 직업과 관리, 경영, 보험 등의 순으로 나타났다. 연구의 한계는 특수전부대로 한정하여 그들의 보유역량과 직업(군)을 도출 하였으므로 제대군인 전반으로 일반화하기에는 한계가 있다. 따라서 향후 연구로는 특수임무를 수행하고 있는 부대들을 대상으로 범위를 확대하여 상호 비교와 평가를 통해 보다 구체화된 전직지원 정책이 발전이 필요하다.This research aims to analyze the job competency of executives in special warfare units and then suggest the appropriate job categories for them based on their specific capabilities. The results of this study are as follows. First, it is found that the highest level of their job competency was physical possessive ability, followed by behavior coordination ability, spatial perception ability, and service orientation ability. Second, compared to the general incumbents, the executives in special warfare units had a relative strength in job competency on 21 items including logical analysis, creativity, behavioral coordination, monitoring, teaching, persuasion, and so on. Third, based on their job competency, a total of 822 job categories were suggested as suitable occupations for executives in special warfare units. However, the findings cannot be generalized to all veterans, and there is a need of further studies to expand the scope to comparative evaluation across the units performing special missions so that they can be used as guidance in developing a policy supporting job transfer.
Pengembangan Sistem Inventori Dengan Metode Trend Moment Untuk Optimalisasi Persediaan Gudang Menggunakan Teknologi RFID

Today's technology is still developing rapidly and creating innovations and the latest works. One of them is Radio Frequency Identification (RFID) technology. The Trend Moment method in value has advantages over other methods, namely the use of parameter X or historical data. This is because the values in parameter X always start with the value 0 as the first order and there are no even or odd data differences. Of the problems that exist, there is a need for optimizing the stock using the Trent Moment Method with web-based and using RFID technology. This system includes controlling inventory at the warehouse for purchases, thereby reducing excess or insufficient stock so that inventory inventory is controlled, as well as data input processes that utilize RFID, thus speeding up the time in the data input process. This system uses PHP and MYSQL programming languages as a database and utilizes the PHP Framework namely Codeigniter in making this website. With the web-based system, making it easy for employees to process data in a timely manner. The results of the study stated that the Inventory System With the Trend Moment Method by experts obtained an average value of 3.7 included in the very valid category and validation of the user obtained an average of 87.5% included in the very valid category. The Inventory System Application with the Trend Moment Method regulates the ordering of components for warehouse inventory.
An iCALL approach to morphophonemic training for Irish using speech technology

A key benefit in intelligent Computer Assisted Language Learning (iCALL) is that it allows complex linguistic phenomena to be incorporated into digital learning platforms, either for the autonomous learner or to complement classroom teaching. The present paper describes (1) complex phonological/morphophonemic alternations of Irish, which are problematic for many learners; (2) an iCALL platform, An Scéalaí, which uses speech technology and Natural Language Processing (NLP) prompts to train writing and aural skills – in this paper the target is the morphophonemic alternations of (1); and (3) a perception experiment to guide how the platform might be used for prompt-based self-correction. The perception experiment has been carried out using newly built synthetic voices based on deep neural network technology.
PERFORMANCE OF OPTIMIZED POST- QUANTUM HASH BASED CRYPTOGRAPHY USING QPQ-CD ON 5G NETWORK AUTHENTICATION KEY AGREEMENT

The QPQ-CD (Quantum and PostQuantum CipherKey Dynamic uses a dynamic key after the registration of themobile at the 5G Network. The algorithm could be divided in two parts : The Quantum Cryptography (QC) andPost Quantum Cryptography (PQC) . The Post Quantum Cryptography will use 12 families of algorithms which areduplicate algorithm of : MD45, MD45xor, MD54, MD54xor, SHA256, SHA256xor for treating the 2 output QHTseparately and QAT of the Quantum algorithm. Before the selector of the next key, the 12 keys of 256 bits areoptimized of one bit change and selected the best effective probability. It will be based on probability by theextremity, probability of proximity, probability of a bit changed, and probability of disorder or binary entropy andprobability of penalties. According to the order of its probabilities, the following key after QPQ-CD thus has thebehavior: very far from the ends of the key (00 ... 000 and 11 ... 111); very far from the previous key; several bitschanged and very messy from the point of view bit zero and bit one and the penalty of bad extremity proximity. Allkey chosen keys have a probability by the extremity and proximity between 50% until 100%. The probability of thebit changed is to 50%, the entropy is near 100%. The result is only obtained if the system uses optimization of onebit changed. Any chart representative also permits to include all 12 keys obtained after the Post Quantum algorithmhave all chance to be selected by the system. So all varieties of PostQuantum Cryptography is necessary to beimplemented on the QPQ-CD. All the result is simulated with Matlab.
Survei Kondisi Sosial Masyarakat Dalam Memenuhi Kebutuhan Air harian di Kecamatan Minas, Kabupaten Siak

Water is the most abundant chemical compound in nature, but in line with the increasing standard of living, the need for water also increases so that water becomes an expensive item. In some areas, it is not easy to get clean water sources that are free from pollution because high of domestic activities and water also sucked up a lot by industrial activities which require a lot of water for their production. On the other hand, land which is a water bank has been covered a lot by housing, industry, regardless of the function of the land as a vehicle for water storage. Increasing industrial and community activities can also increase the risk of pollution which can reduce the quality of existing water sources and cause difficulties for the community to meet their daily water needs. In this study, field surveys and questionnaires were conducted to obtain information about the social conditions of the community in meeting their daily water needs for drinking water and clean water. Laboratory test also conducted to evaluate the quality of water source based on regulation Peraturan Pemerintah No 82 tahun 2001. The results of the study showed that the community in Minas area still could not meet the daily water needs properly in terms of quality and quantity.
Variasi Fatis dalam Cerpen Asal Usul Pohon Salak Karya Willy Yanto Wijaya dan Implikasinya dalam Pembelajaran

&lt;p class="abstrak"&gt;&lt;em&gt;This research is qualitative research with descriptive method. The source of the data in this study is the sentences contained in the short story “The Origin of The Salak Tree”. This study has two objectives. First, to find out and illustrate the forms of phatic variations found in the short story of the Origin of the Salak Tree by Willy Yanto Wijaya. Secondly, to find out and illustrate the implications of the use of phatic variations in learning. There are also two results of this study. First, the variation of the phatic found in the story of the Origin of the Salak Tree by Willy Yanto Wijaya, there are three, namely the phatic particle, the word phatic, and the phrase phatic. Fatic particles contained in the story of the Origin of the Salak Tree by Willy Yanto Wijaya are nun, pun, right, tablets, oooh, tho, mah, really, you know, well, eiitss, yeah, yeah, wow, tuh, yeah, ceeerrppp, nan, and anyway. The word fatis contained in the story of the Origin of the Salak Tree by Willy Yanto Wijaya has come, yes, yes, and let's. The phatic phrase contained in the story of the Origin of the Salak Tree by Willy Yanto Wijaya is happy eating. Second, the implications of phatic in learning Bahasa Indonesia Curriculum 2013 can be applied to write short stories text.&lt;/em&gt;&lt;/p&gt;&lt;p&gt;Penelitian ini merupakan penelitian kualitatif dengan metode deskriptif. Sumber data dalam penelitian ini adalah kalimat-kalimat yang terdapat dalam cerpen “Asal Usul Pohon Salak”. Penelitian ini memiliki dua tujuan. &lt;em&gt;Pertama,&lt;/em&gt; untuk mengetahui dan menggambarkan bentuk variasi fatis yang terdapat dalam cerpen Asal Usul Pohon Salak karya Willy Yanto Wijaya. &lt;em&gt;Kedua&lt;/em&gt;, untuk mengetahui dan menggambarkan implikasi dari penggunaan variasi fatis dalam pembelajaran. Hasil penelitian ini juga ada dua. &lt;em&gt;Pertama&lt;/em&gt;, variasi fatis yang terdapat dalam cerpen Asal-Usul Pohon Salak karya Willy Yanto Wijaya ada tiga, yaitu partikel fatis, kata fatis, dan frasa fatis. Partikel fatis yang terdapat dalam cerpen Asal-Usul Pohon Salak karya Willy Yanto Wijaya yaitu &lt;em&gt;nun, pun, kan, loh, deh, oooh, tho, mah, kok, lho, nah, eiitss, yaaah, lah, wah, tuh, iihh, ceeerrppp, nan, dan toh&lt;/em&gt;.&lt;em&gt; &lt;/em&gt;Kata fatis yang terdapat dalam cerpen Asal-Usul Pohon Salak karya Willy Yanto Wijaya yaitu &lt;em&gt;ayo, iya, ya,&lt;/em&gt; dan &lt;em&gt;yuk&lt;/em&gt;. &lt;em&gt;F&lt;/em&gt;rasa fatis yang terdapat dalam cerpen Asal-Usul Pohon Salak karya Willy Yanto Wijaya yaitu &lt;em&gt;selamat makan&lt;/em&gt;. &lt;em&gt;Kedua&lt;/em&gt;, implikasi fatis dalam pembelajaran dapat diaplikasikan pada pembelajaran Bahasa Indonesia Kurikulum 2013 yaitu menulis teks cerpen.&lt;/p&gt;
Analysis of Octree Coding for 3D Point Cloud Frame

Abstract The octree coding has been used extensively for 3D point cloud compression. For encoding, the recursive octree partition is used for the 3D point cloud frame until only one point is contained in the cube bin, and the representative bits are recorded. For decoding, the reversal procedure is performed to reconstruct the 3D point cloud frame. During the reconstruction, the reconstructed point in a particular bin is usually quantized to a particular corner of the bin for the reconstructed 3D point cloud frame; this introduces coding distortion in the point location. In this paper, nine reconstructed locations are tested to distinguish their distortion results, and the bit cost is also analyzed.
PENERAPAN MEDIA SOSIAL WHATSAPP UNTUK MENINGKATKAN MINAT DAN HASIL BELAJAR SISWA SMK KOMPUTAMA MAJENANG PADA PEMBELAJARAN PERSAMAAN KUADRAT

The interest of komputama vocational school towards mathematic subject is very low, so that the learning outcomes are not as expected, it can be seen from the students’ study result in 2017/2018 academic year. The students who got score above kkm (passing grade) was only 11.4%. The purpose of the study is to increase the students’ interest and learning outcomes by implementing social media whatapp in teaching and learning process. The type of the research is classroom action research (car) which is carried out in two cycles. The questionaire showed the students’ learning interest increased from 43% to 74% in cycle 1 and 82% in cycle 2. The students learning outcomes are also increased which can be seen from the students’ number who passed kkm. There are only 5 -7 students in cycle 1 and 22 students in cycle 2. The result of car can be concluded that the implementation of social media whatsapp in mathematic teaching and leaning process can increase students’ interest and learning outcomes of class xi tkj 3 vocational school of komputama majenang.
Архивы - жизненно необходимое пространство для развития исторической науки. О сборнике статей: роль архивов в информационном обеспечении исторической науки: сборник статей / авт. -сост. Е. А. Воронцова; отв. Ред. В. Ю. Афиани, Ю. А. Петров. М. : Этерна, 2017. 1000 с

The article analyzes the content of the third collection of articles of the project “Museums – Libraries – Archives in Information Support of Historical Science”. The paper presents the characteristic of the main issues raised by the authors of the project. The author defines views of the authoritative representatives of the historical and archival community on the issue of archives functioning in the digital information space. The author expands on the high relevance and the scientific and practical importance of the discussion under consideration. The conclusion is formulated about the continuing high value of archives as primary repositories of historical sources. At the same time, the author points to new research opportunities in the conditions of digital technologies penetration into the archival environment. In the consolidation and the development of the interaction between historians and archivists, the author emphasizes a special role of such research centers as M.V. Lomonosov Moscow State University, Institute for History and Archives of the Russian State University for the Humanities and the Archives of the Russian Academy of Sciences. Attention is drawn to the need to continue such a dialogue between the representatives of the scientific community, to increase attention to the applied issues of the relationship of historians and archives, taking into account the experience of not only central but also regional archives. The discussion on the pages of the collection of articles is very promising in terms of expanding the research horizons. They will make it possible to keep current the potential of separate archives as well as documentary complexes, to outline the vectors for the further development of research thought, and also through dialogue – to develop some common models of the interaction between historians and archivists. According to the author, the archives are essential in the formation of cultural and educational space necessary for researchers and for the development of modern educated society.
Dual Axis Solar Tracking System with Weather Sensor

Solar power is the fastest growing means of renewable energy. The project is designed and implemented using simple dual axis solar tracker system. In order to maximize energy generation from sun, it is necessary to introduce solar tracking systems into solar power systems. A dual-axis tracker can increase energy by tracking sun rays from switching solar panel in various directions. This solar panel can rotate in all directions. This dual axis solar tracker project can also be used to sense weather, and it will be displayed on LCD. This system is powered by Arduino, consists of servo motor, stepper motor, rain drop sensor, temperature and humidity sensor and LCD. .
Trends and Challenges in Requirement Analysis for; Modern Web Applications, Web Services, and Web of Things

Requirements are the key to develop any software. Requirement engineering is a specific discipline of software engineering where one can gather, analyze and evaluate the requirements of particular software. Requirement analysis is the phase of requirement engineering, which refines the requirements according to the technicality of the software. When it comes to web engineering, the importance of requirement engineering specifically requirement analysis becomes more important because of the complexity of the web-based software projects. This paper identifies some invisible trends and challenges in the requirement analysis phase while developing any sort of web related products, services or web of things. Through a systematic literature review, it is well known fact that web applications and web services are fully handled with RE but WoT struggling in the field of requirement engineering. These challenges are then validated from different software houses. Researchers are trying to solve the associated challenges with WoT. 12 challenges and 25 new trends are identified for the requirement analysis in web engineering.
SISTEM INFORMASI PENGELOLAAN SERTIFIKAT TANAH PADA BADAN PERTANAHAN NASIONAL JAKARTA

Nowadays the internet is needed in all fields as a source of information and telecommunications that is fast and efficient. The use of the internet has become an important requirement for the whole community. Likewise, service at the Jakarta National Land Agency (BPN) office as a means to take care of all matters relating to land. This creates difficulties for people who are far from the BPN office environment to obtain the required information. Therefore, we need an information media website that contains various information services related to land that can be accessed by all levels of society. In this study, the authors designed a web-based land certificate management information system. The method used for software development is the waterfall method. The results of this study are websites that provide information services relating to land certificates, land sales, land ownership. This website is expected to assist the Jakarta BPN office in providing information services to the public and facilitate the BPN service process. Keywords: information systems,lLand certificates, web, UML, waterfall method