Reviewerly/exHarmony huggingface dataset:
PRINSIP KERJA DAN PERAWATAN ALAT PEMADAM KEBAKARAN JENIS SPRINKLER DI KMP. GERBANG SAMUDRA 3 PT. GERBANG SAMUDRA SARANA SURABAYA

Working Principles and Treatment of Fire Sprinkler Type in KMP. Gerbang Samudra 3Fire sprinkler has many components to run this fire sprinkler system, fire sprinkler can not be separated from the water reservoir that provides water supply during a fire disaster. So it takes a mature analysis for this fire sprinkler treatment. The principle of a very complex fire sprinkler work consists of a pipe on a sprinkler, a sprinkler head, and a water supply system. This fire sprinkler treatment should be well prepared and as detailed as possible, because it is very important to maximize the performance of this fire sprinkler working principle in KMP. Gerbang Samudra 3. Each fire sprinkler component has its own role to run this fire sprinkler system. Fire sprinkler is a system used to extinguish the fire when a fire on the ship. Fire Sprinkler will turn on automatically when there is fire that will cause a fire. So this tool can be relied upon when a ship or space that has been installed with fire sprinkler no one knows the source of fire, fire sprinkler can work automatically to extinguish fire. Moreover, the working principle of fire sprinkler combined with smoke detector alarm or fire detector alarm of course will be more minimized fire losses.Keywords : The working principle, sprinkler components, maintenance of sprinkler
Social media and business: balancing risks and opportunities : A literature review

PurposeThis thesis analyses what are the current information security risks and opportunities of social media in a business context based on publications from 2015 to 2020.Design/methodology/approa ...
An Efficient End-to-End Deep Learning Training Framework via Fine-Grained Pattern-Based Pruning.

Convolutional neural networks (CNNs) are becoming increasingly deeper, wider, and non-linear because of the growing demand on prediction accuracy and analysis quality. The wide and deep CNNs, however, require a large amount of computing resources and processing time. Many previous works have studied model pruning to improve inference performance, but little work has been done for effectively reducing training cost. In this paper, we propose ClickTrain: an efficient and accurate end-to-end training and pruning framework for CNNs. Different from the existing pruning-during-training work, ClickTrain provides higher model accuracy and compression ratio via fine-grained architecture-preserving pruning. By leveraging pattern-based pruning with our proposed novel accurate weight importance estimation, dynamic pattern generation and selection, and compiler-assisted computation optimizations, ClickTrain generates highly accurate and fast pruned CNN models for direct deployment without any time overhead, compared with the baseline training. ClickTrain also reduces the end-to-end time cost of the state-of-the-art pruning-after-training methods by up to about 67% with comparable accuracy and compression ratio. Moreover, compared with the state-of-the-art pruning-during-training approach, ClickTrain reduces the accuracy drop by up to 2.1% and improves the compression ratio by up to 2.2X on the tested datasets, under similar limited training time.
MENINGKATKAN KEAMANAN KENDARAAN BERMOTOR DENGAN MEMBUAT ALAT FINGER PRINT

One of the problems faced by motor vehicle users is the frequent theft and loss of motorbikes. The purpose of the study was to design a finger with the aim of increasing the safety of motorvehicles. The method use in the research is the research method used with the case study approach method which is the innovation of making motorcycle vehicle safety devices that will function as a log out so that motorized vehicles cannot run if they do not use the ignition key of the motor vehicle owner. The expect results of this study are the availability of motor vehicles safety devices so that the potential loss of motorvehicles can be reduce. The results of this study are expect to be useful for the benefit of many people and can be develoveas industrial innovation
Recovery of superquadric parameters from depth images using deep learning

Reconstruction of 3D space from 2D image data has always been a significant challenge in the field of computer vision. Simple geometric entities are used to describe larger, more complex objects or entire scenes. This representation of the environment allows an autonomous agent to manipulate and interact with it's surroundings. Superquadrics are parametric models, able to describe a wide array of 3D objects using only a few parameters, which makes them a suitable representation in such tasks. In this work, we explore the possibility of using deep learning techniques to successfully recover parameters of a single superquadric from depth images. We present a new framework, which enables us to train deep learning models able to interpret the ambiguous nature of superquadrics in general position. We propose multiple loss functions for usage in supervised and unsupervised learning scenarios. On a synthetic depth image dataset, our best CNN regression model achieves an IoU accuracy of 95% and a speedup of a factor of 240 compared to the classic iterative recovery method.
Analisa Komponen Undercarriage Dan Kerusakan Track Adjuster Excavator

Excavators are used as a tool to dig, dredge, move material, etc. The Track Adjuster component has the function of adjusting the tension of the Track Chain Assembly and also positioning the Front Idler above the track frame. In general, the Track Adjuster is a cylinder filled with grease. In its use to tighten the Track Chain Assembly the way is to add grease, while to relax the Track Chain Assembly by reducing the grease on the Track Adjuster. Damage to the Track Adjuster can be in the form of damage to the Seal and O-ring Track adjuster. the occurrence of rust and damage to the surface of the rod (scratch), Recoil spring Broken, Grease Leaks.
Relevance Of Distinction Between Sovereign And Non-Sovereign Functions In Governmental Liability In The Field Of Cyber Torts: Indian Perspective

A tort‟ is different from a crime‟ in the sense that in the case of the former, the commission would entail aliability to pay damages, whereas, in the case of the latter, the commission would incur prosecution andpunishment according to the law defining the crime. Commission of the latter by a person who is under theemployment of the government, shall entail prosecution followed by punishment for his act in his individualcapacity. On the other hand, if a tort is committed by such a person during the course of his employment, inaddition to the person being liable in his individual capacity, the government, in its capacity as the employerbecomes vicariously liable. The Constitution of India recognises that both the Government of India as well asthe State Governments may be sued subject to appropriate legislation. In the matters not covered by legislation,the liability of the respective governments to be sued will have to be determined in accordance with pre-Constitutional position. That the distinction between sovereign and non-sovereign functions has relevance in thematter of determining the vicarious liability of the government has been established by the Supreme Court inKasturilal‟s case with recommendation for legislation abrogating the distinction. Tort can take place not only inthe physical space but cyber space also. Such torts are referable as cyber torts. This research paper is a humbleattempt to explore relevance of the archaic distinction while determining the liability of the Government forcyber torts in the light of the Information Technology Act, 2000 and the Personal Data Protection Bill, 2018.
Digital Literacy in the Netherlands

We have explored expenditure on education and researches in the Netherlands as well as compared the average level of digital literacy in EU and the Netherlands particularly.
Defense of intellectual property rights

This article discusses the objects of intellectual property, its characteristics, its place in the market economy, science and education, and those who benefit from it. In addition, the protection of intellectual property rights, liability for infringements of intellectual property rights, the views of scholars in this field, the lack of intellectual property rights in national legislation, the lack of intellectual property rights in the field of intellectual property rights, Suggestions and final conclusions were made.
LibGuides: Guide to Creating Works Cited Using NoodleTools: Logging in and Creating a Project in Noodlettols

This guide includes information about how to use NoodleTools to ethically and correctly cite sources.
Sheffield University solar balloon lifted telescope (SUNBYTE - BEXUS 25, HASP 2018, HASP 2019)

Sun surveillance from the ground is often difficult as Earth’s thick atmosphere distorts the incoming light. Learning about the Sun is critical in modern society because solar flares have the potential to cripple telecommunication and global navigation systems. Project SunbYte (Sheffield University Nova Balloon Lifted Telescope) is a University of Sheffield student-led project which aims to develop a low-cost, advanced pointing instrument for high-quality solar observations from the upper atmosphere. The first prototype of the experiment was initially launched on REXUS/BEXUS programme from ESRANGE in Oct 2017. Subsequent re-flights were made with the US National Aeronautics and Space Administration (NASA) as part of the High Altitude Student Platform (HASP). This paper will focus on solar tracking systems and provide a technical and managerial impact analysis of the project.
Plano de Expansão do Acervo Digital

The expansion, updating and maintenance of the digital collection of UNILA libraries hasmission to research, survey, analyze, disseminate and preserve this collection indigital format, making bibliographic materials available to library usersand sources of information in digital format that match your needsinformational and relevant to teaching, research and extension.A digital collection, consistent with the library's objectives, is the result of an analysis oflibrary users' needs, documentary typologies,digital market and open access to technical and scientific knowledge, resourcesavailable financial resources, their preservation and access.In this sense, it is important to know the profile of users, the institutional mission and thework environment, as well as its partners. The elaboration of the Expansion Plan of theDigital collection aims to act as a work tool, seeking to contemplate what kind ofdigital materials and format will be part of the collection; when and under what conditionsenter the digital collection; what specific community needs will beattended to, as well as will be given access.
LibGuides: A guide to Self Publishing : Publishing and Self-Publishing Today

A Libguide that covers the history of printing, publishing, and a thorough how-to on publishing your own work in the modern digital age..
SPARQL with XQuery-based Filtering.

Linked Open Data (LOD) has been proliferated over various domains, however, there are still lots of open data in various format other than RDF, a standard data description framework in LOD. These open data can also be connected to entities in LOD when they are associated with URIs. Document-centric XML data are such open data that are connected with entities in LOD as supplemental documents for these entities, and to convert these XML data into RDF requires various techniques such as information extraction, ontology design and ontology mapping with human prior knowledge. To utilize document-centric XML data linked from entities in LOD, in this paper, a SPARQL-based seamless access method on RDF and XML data is proposed. In particular, an extension to SPARQL, XQueryFILTER, which enables XQuery as a filter in SPARQL is proposed. For efficient query processing of the combination of SPARQL and XQuery, a database theory-based query optimization is proposed. Real-world scenario-based experiments in this paper showcase that effectiveness of XQueryFILTER and efficiency of the optimization.
Future of Technology

The way we interact with our devices determines the bandwidth of the information that is exchanged between us, the user and our device. We are interacting with our smartphones using our thumbs, that is a very big bottleneck since there’s only so much information that can be transferred using thumbs. The text inputs are slower and pointing at different UI element can be cumbersome if they are not ergonomically positioned.Eliminating this bottleneck can be one of the most revolutionary changes between the interface between humans and machines.
.NET Cryptography Services

In this chapter, we will discuss the main services and cryptographic primitives that .NET Framework and .NET Core offer to professionals. Knowing what services and cryptographic primitives a development technology has to offer is very important, especially if you don’t want to develop the cryptographic algorithms and security schemes from scratch.
Adapting Semantic Web Information Retrieval to Multimedia

The amount of audio, video and image data on the Web is immensely growing, which leads to data management problems based on the hidden character of Multimedia. Therefore the interlinking of semantic concepts and media data with the aim to bridge the gap between the Internet of documents and the Web of Data has become a common practice. However, the value of connecting media to its semantic meta data is limited due to lacking access methods and the absence of an adapted query language specialized for media assets and fragments. This thesis aims to extend the standard query language for the Semantic Web (SPARQL) with media specific concepts and functions. The main contributions of the work are an exhaustive survey on Multimedia query languages of the last 3 decades, the SPARQL extension specification itself and an approach for the efficient evaluation of the new query concepts. Additionally I elaborate and evaluate a meta data based media fragment similarity approach, which provides a basis for further language extensions.
Pedagogical Culture Dialogics As A Factor In Competent Teacher Training

The article reflects the main approaches to determining teacher education content aimed at acquiring professional pedagogical activity experience by would-be teachers. The authors reveal conditions under which formation of the required students’ competences in the main professional educational programs is carried out in accordance with principles of dialogue pedagogy and multiculturalism. In lecture-seminar system of higher education the use of practice-oriented training technologies based on an active dialogue between teacher and students allows to purpose fully form students’ working skills in accordance with the teacher’s professional standard, to develop their personal attitude to pedagogical culture and subjective reflective stand in the context of choice. Organization of students’ extracurricular work is aimed at developing ability to evaluate and rethink one’s readiness to acquire pedagogical culture values, gradually shape pedagogical identity by mastering professional skills as well as by improvisation methods via culture with teacher’s support. Pedagogization of university subject-developing space through specialized classrooms introduction allows to master major subjects in conditions that are close to reality, contributes to manifestation of students potential in practice-oriented learning, to formation of a pedagogical activity style and a creative attitude to the regulated education content. The used method of projects involves establishing a dialogue in communication between the teacher and students, in historical retrospective and correlation with the current state of problem being studied, forms the value consciousness of a would-be teacher and axiology of upcoming professional activity.
Guides: Animation Research Guide: Finding Articles

Curated resources to start your research on 2D animation, 3D animation, illustration, and visual effects.
DESIGN AND IMPLEMENTATION OF LOGIC OPERATIONS AND ALU WITH LOW DELAY PROFILE USING REVERSIBLE GATES

Basically, reversible logic gates are most commonly used in the applications of CMOS, SOC,VLSI and DSP to reduce the energy consumption. Mainly reversible logic gates use the one to one mappingtechnique. In this paper the design and implementation of logical operations and ALU using reversible gates arepresented. Reversible gates generally use ancillary inputs to generate function of gate. In this system firstlylogical and shifting operations are performed. The shifting operation performed in parallel form from right shiftand left shift. In this paper design the ALU using DKG gate,DPG gate and TOFFOLI gtaes. By using thesegates we achieved the effective results in terms of route delay, logic delay and total delay.
Query-Focused EHR Summarization to Aid Imaging Diagnosis.

Electronic Health Records (EHRs) provide vital contextual information to radiologists and other physicians when making a diagnosis. Unfortunately, because a given patient's record may contain hundreds of notes and reports, identifying relevant information within these in the short time typically allotted to a case is very difficult. We propose and evaluate models that extract relevant text snippets from patient records to provide a rough case summary intended to aid physicians considering one or more diagnoses. This is hard because direct supervision (i.e., physician annotations of snippets relevant to specific diagnoses in medical records) is prohibitively expensive to collect at scale. We propose a distantly supervised strategy in which we use groups of International Classification of Diseases (ICD) codes observed in 'future' records as noisy proxies for 'downstream' diagnoses. Using this we train a transformer-based neural model to perform extractive summarization conditioned on potential diagnoses. This model defines an attention mechanism that is conditioned on potential diagnoses (queries) provided by the diagnosing physician. We train (via distant supervision) and evaluate variants of this model on EHR data from Brigham and Women's Hospital in Boston and MIMIC-III (the latter to facilitate reproducibility). Evaluations performed by radiologists demonstrate that these distantly supervised models yield better extractive summaries than do unsupervised approaches. Such models may aid diagnosis by identifying sentences in past patient reports that are clinically relevant to a potential diagnosis.
Ungraded Educational Оrganizations in Rural Areas: History and Modernity

In the national educational system, the rural school has traditionally been given a significant role, which is reflected in numerous studies published in different years. The analysis of historical and pedagogical sources revealed the main stages of the origin and development of rural schools in Russia. At the beginning of the XXI century rural ungraded educational organizations have not lost their significance and are widely represented in the educational space of the country. In modern conditions, the activities of educational organizations have a significant impact on the socio-cultural and economic condition of the village, being a key condition for the existence or revival of settlements.Appealing to regulatory documents dated from different periods made it possible to analyze the interpretation of the term “ungraded educational organization” in a historical retrospective. The study of historical and pedagogical sources and modern researches indicates the existence of certain features in the implementation of educational activities in ungraded educational organizations.Inherent organizational and pedagogical characteristics have an impact on the organization of foreign languageteaching. The problem of improving the quality of foreign language education in ungraded educational organizations located in rural areas continues to remain relevant. It requires its comprehensive study and search for more effective and methodically appropriate teaching methods, techniques and technologies, taking into account the existing historical experience. Achievement of the results of studying the subject area “Foreign languages” established in regulatory documents is possible only with teaching staff, having a higher level of subject-methodological training.
Transformation of Secondary Vocational Education in the Context of a Pandemic

The article discusses possible options for building an effective educational process in the context of a separate remote training format, which is a consequence of the spread of a pandemic that affects the work of educational institutions of secondary vocational education. Key trends that can affect a radical change and reorganization of the secondary vocational education system in the near future are noted, the activities of educational institutions in solving problematic issues related to providing enterprises with demanded specialists in new conditions are analyzed. The promising areas of activity of educational institutions in terms of the implementation of the digital environment are determined and evaluated. The potential possibility of increasing the efficiency of the educational process as a priority task of modern society is analyzed.
A SimRank based Ensemble Method for Resolving Challenges of Partition Clustering Methods

Traditional clustering techniques alone cannot resolve all challenges of partition-based clustering methods. In the partition based clustering, particularly in variants of K-means, initial cluster centre selection is a significant and crucial point. The dependency of final cluster is totally based on initial cluster centres; hence, this process is delineated to be most significant in the entire clustering operation. The random selection of initial cluster centres is unstable, since different cluster centre points are achieved during each run of the algorithm. Ensemble based clustering methods resolve challenges of partition-based methods. The clustering ensembles join several partitions generated by different clustering algorithms into a single clustering solution. The proposed ensemble methodology resolves initial centroid problems and improves the efficiency of cluster results. This method finds centroid selection through overall mean distance measure. The SimRank based similarity matrix find that the bipartite graph helps to ensemble.
Getting Started with Cryptanalysis

The third part of this book will focus on cryptanalysis and its methods. As stated in the first part, cryptanalysis is defined as being the discipline that studies the methods and ways of finding breaches within cryptographic algorithms and security systems. The most important goal is to obtain access to the real nature of the encrypted message or cryptographic key.