Reviewerly/exHarmony huggingface dataset:
Private Computation with Individual and Joint Privacy

This paper considers the problem of single-server Private Computation (PC) in the presence of Side Information (SI). In this problem, there is a server that stores $K$ i.i.d. messages, and a user who has a subset of $M$ uncoded messages or a coded linear combination of them as side information, where the identities of these messages are unknown to the server. The user wants to privately compute (via downloading information from the server) a linear combination of a subset of $D$ other messages, where the identities of these messages must be kept private individually or jointly. For each setting, we define the capacity as the supremum of all achievable download rates. We characterize the capacity of both PC with coded and uncoded SI when individual privacy is required, for all $K, M, D$. Our results indicate that both settings have the same capacity. In addition, we establish a non-trivial lower bound on the capacity of PC with coded SI when joint privacy is required, for a range of parameters $K, M, D$. This lower bound is the same as the lower bound we previously established on the capacity of PC with uncoded SI when joint privacy is required.
administrasi dan supervisi pendidikan

This article aims to explain the understanding of the notion of financial administration, the objectives of financial administration, the principles of financial administration, the processes of financial administration and fungsion of teacher in proses adminisntrasion of financial
ADMINISTRASI KEUANGAN

This article was prepared using the Systematic Literature Review (SLR) method, which is by first collecting study materials related to student administration in the form of books, articles, and other sources. Administration is a business or activity relating to the implementation of policies to achieve goals.Finance is all the property of an organization, institution or agency that can be valued in money, including goods that can be valued in money and can be made the property of the organization. Whereas money is a State payment instrument
Artikel administrasi layanan khusus

The learning process requires the support facilities that are not directly used I the classroom. Facilities that are not directly included include school libraries, scoolcooperatives,school health businesses and school cafeterias. Special service administration is to provide special services or a business that is not directly related to the teaching ang learning process in the classroom. But specifically given by the school to the students so that they are more optimal in implementing the learning process.
Elements of Cybercrimes in the Penal Code of Afghanistan: An Exploration

Cybercrimes, unlike other crimes, are crimes that take place in the cyber space.States strive to ensure a safe cyberspace for the users and Afghanistan is no exception.The newly adopted Penal Code is the most comprehensive legislation regulating crimes in Afghanistan and for the first time in history of this country, it covers cybersecurity and cybercrimes.It is vital because the rise of internet as a component of technological advancement has created new opportunities as well as challenges that undermine the safety and security of the cyberspace.This paper analyzes eight acts that are criminalized by the Penal Code of Afghanistan and the elements of these crimes in sufficient detail.It finds out that the legislature has, in many cases, tried to define each crime and lay down its elements.In cases where definition is not included in the Code, focus is shifted to the major elements of crimes.In addition, it is observed that although the Code has laid emphasis on the legal and material elements in certain crimes, such as cyber terrorism and cyber espionage, the mens rea can only be inferred from the context of each crime.
Performance Assessment of Agile Methods

With the passage of time, there are numerous agile software developed all around the globe contributing to the development of new and improved software methods.This study analyzed and compared three different agile software methods, which can be used by the management of different organizations.The arguments of different scholars have been used for presenting the analysis and overcoming the responsibilities of critical review.The discussion is on three different software agile methods, and software tools, which can be used by the management of organizations through comparative analysis.The study identifies the best software which can be used based on critical discussion.
LETTERING BOOK FOR SPECIAL-NEEDS AND LOW-LEVEL PRIMARY SCHOOL STUDENTS

This article initiates the discussion about alternative idea that might break the deadlock in supporting materials for students with writing difficulty in inclusive school and children with special needs in general. This article discuss the importance of lettering book and alternatives in order to help children to overcome their weaknesses in learning basic skills such as writing. In this article, the writer includes introduction, types of special needs and low-level primary school students, the definition of lettering, parenting for helping the special needs children, and conclusion. Furthermore, the book can be used by teacher and parents outside the classroom to direct children’s activity and to control their progress in the remedy of their learning disabilities. In the last part, the writer urges publishers and teachers to develop lettering book for children with special needs to overcome the children’s difficulty in acquiring writing skills.
Rigged hand model for the Blender Game Engine

In a lot of virtual reality applications, it is necessary to display and animate the user's hand in the virtual world. In game engines, armatures are often used for modeling parts or the whole of the human body. The process of creating the armature and assigning parts of the mesh representing flesh and skin to the “bones” of the armature is called rigging. After performing rigging, moving the armature will result in the movement of the mesh, thus the virtual hand (or other object) is animated. The Blender Game Engine (BGE) is one of the few open-source game engines available. The paper gives a detailed description of the process of successfully building a complex rigged hand model for the BGE and gives guidance for driving this hand model with input data from the Leap Motion hand movement detector. The rigged hand model has been implemented, using the hand mesh from the LibHand library and an armature specifically built to match the hand representation of the Leap Motion. The model will be used for navigation and interaction in the virtual model of a power plant control room.
PIXEL-BASED FOREGROUND DETECTION IN REPETITIVE TIME-SERIES REGION

Currently, many state-of-the-art background subtraction techniques cannot deal properly with the area of periodic changing background, while some continue classifying them as foreground at intervals, others simply mask that area as a non-region of interest. To cope with this issue, a novel method of detecting repetitive temporal patterns based on the image sequences was proposed in this paper. The main emphasis of the proposed approach is on classifying those pixels as a background and identifying foreground objects in their relevant areas. As for the foreground detection, a model of time series pattern found in each pixel is individually built first; and then, any changes beyond the allowance of model periodicity are then determined as foreground objects. The proposed method could be used and run in parallel with any state-of-the-art background subtraction technique, allowing more accurate foreground-background segmentation. Experimental results showed that using Y channel, the proposed method of detecting time-series background area could achieve 92.9% of recall rate with less than 1% false positives. The recall of foreground detection in an area of repetitive time-series pattern was about 87%; while F-measure was about 0.73 on average. The false positives of foreground detection were also less than 1%. Accordingly, the proposed time-delay detection technique could significantly help to suppress the foreground error on time series background area, especially during the change from one sub-pattern to another which causes a camera sensor to capture both sub-pattern values in one frame. Performance comparison with state-of-the-art methods showed that our proposed method was able to reduce 80% of the average false alarm and improve F-measure to 28% while the computational efficiency was reduced by only 1%.
A Symmetric Prior for Multinomial Probit Models

Fitted probabilities from widely used Bayesian multinomial probit models can depend strongly on the choice of a base category, which is used to uniquely identify the parameters of the model. This paper proposes a novel identification strategy, and associated prior distribution for the model parameters, that renders the prior symmetric with respect to relabeling the outcome categories. The new prior permits an efficient Gibbs algorithm that samples rank-deficient covariance matrices without resorting to Metropolis-Hastings updates.
Administrasi Keuangan

The financial administration in school is very important to be accountable for the teaching and learning process. Accountability, reporting and inspection, and the role of teachers in the financial administration shall be liable in accordance with the prevailing rules.
Administrasi Peserta Didik

The purpose of student administration is to organize or manage all student activities from the beginning of entry, during the school year, until the end of the year. In this article the author will explain how the administration of students, the process of its implementation, the types of student instruments, and what the role of the teacher in this administration. In managing this administration not only the task of the student but also the teacher also plays a role in the smooth activities of students.
Educational and Behavioral Disparities among Kindergarten Children and their Peers Who did not enroll in it from the Point of View of the First Grade Teachers in the Light of Some Variables

This study aims to know the educational and behavioral differences between kindergarten children and their friends who did not enrolled in kindergarten from point of view of first grade teachers, the total sample of the study consist of 58 first grade teachers. to achieve the goals of the study the analytical descriptive approach has been used, tool of the study has been developed by the researcher consisting 43 items distributed into four areas were checked by specialist professors. Results indicated that there are educational and behavioral differences in favor of the students who attend the kindergarten, which is presents the important of kindergarten stage.
Administrasi Sarana dan Prasarana

Administration of educational facilities and infrastructure are all components that directly or indirectly support the course of the education process to achieve goals in education itself. Administrative activities in the field of educational facilities and infrastructure include; planning, procurement, inventory, distribution, utilization and maintenance, deletion, and supervision of educational facilities and infrastructure. The role of the teacher in the administration of school infrastructure: involved in planning the procurement of teaching aids, involved in the use and maintenance of teaching aids used by teachers, supervision in the use of practical tools by students.
administrasi keuangan

In organizing education, finance and financing is a very decisive potential and an inseparable part in the study of education administration and management. The financing and financial component at the level of the education unit is a production component that determines the process of implementing teaching and learning activities in schools along with other components. In other words, every activity undertaken by the school requires funds, whether realized or not.
Privacy-Preserving Claims Exchange Networks for Virtual Asset Service Providers

In order for VASPs to fulfill the regulatory requirements from the FATF and the Travel Rule, VASPs need access to truthful information regarding originators, beneficiaries and other VASPs involved in a virtual asset transfer instance. Additionally, in seeking data regarding subjects (individuals or organizations) VASPs are faced with privacy regulations such as the GDPR and CCPA. In this paper we a propose privacy-preserving claims issuance model that carries indicators of the provenance of the data and the algorithms used to derive the claim or assertion. This allows VASPs to obtain originator and beneficiary information without necessarily having access to the private data about these entities. Secondly we propose the use of a consortium trust network arrangement for VASPs to exchange signed claims about subjects and their public-key information or certificate.
Administrasi Sarana dan Prasarana

In the world of education, there are several components of education that play an important role in supporting learning activities both directly and indirectly.
ADMINISTRASI KURIKULUM

The term etymology curriculum comes from Latin, namely curricular which means the distance that must be traveled by a runner. And in French, the term curriculum comes from the word courier which means to run. So that the curriculum means a distance that must be traveled by a runner from the start line to the line up to the finish line to get a medal or award. The distance traveled is then changed to a school program and everyone involved in it. Thus in a narrow sense the curriculum is defined as a number of subjects that must be studied by students within a certain period. And in a broad understanding the curriculum is defined by all learning experiences provided to students, as long as they attend education and learning in certain schools or educational institutions.
ADMINISTRASI LAYANAN KHUSUS

This article discusses the administration of special services where what is meant by the special service itself is an effort that is not directly related to the teaching and learning process in the classroom, but specifically given by the school to its students so that they are more optimal in carrying out the learning process. so what is meant by the administration of special services is to provide special services or a business that is not directly related to the teaching and learning process in class. According to Syahril (2009) the teaching and learning process requires various facilities that are not directly used in the classroom. Administration of special services is very important to help and support the maximum implementation of educational goals. Besides this article also discusses relating to the types of special services, as well as the purpose of special services.
Peningkatan Hasil Belajar Mengoperasikan Sistem Pengendali Elektromagnetik Siswa dengan Media Pembelajaran Berbasis Festo Fluidsim

This research is motivated by the teacher who only explains the material to be practiced verbally, and the series of pictures that will be practiced are illustrated by the teacher on the board, and the teacher directly instructs students to do the practice. This makes it difficult for students to understand and analyze the working principles of the control system, and so far students are only able to assemble and operate the circuit but students have not been able to explain how the circuit can operate. Therefore we need learning media that can support this, one of them is by applying Festo Fluidsim simulation learning media. This type of research is a descriptive study with quasi-experimental methods with the design of One Group Post-test Only. From the results of the study obtained an average post-test score of 76.63. With the t test analysis obtained t count = 2.754 which is greater than the table = 2.492 at the 0.01 significance level. Thus it can be concluded that there is an increase in student learning outcomes after the application of simulation software in the learning process of MSPEM class XI TITL SMKN1 Tilatang kamang.
PENINGKATAN LIFE SKILL REPARASI PERALATAN LISTRIK RUMAH TANGGA BAGI PEMUDA PSAABR BUDI UTAMA LUBUK ALUNG KAB. PADANG PARIAMAN

This paper aims to determine the effectiveness of the implementation of household electrical appliance repair training that is applied to youth Adolescent Child Care Social Institutions in Lubuk Alung, Kabupaten Padang Pariaman. Where this paper is an evaluation of the implementation of community service activities in the PSAABR. The subject of this activity is 15 foster children who take Electricity skills in Lubuk Alung Main Budi PSAABR 2018 Period II (July - December 2018). The instrument used is a questionnaire in terms of performance and product results. The results obtained were the average performance score of 82.3, while the results of the product assessment obtained an average value of 88.75. From the achievement of student learning outcomes in mastering the training material and the competencies obtained were in the high category (45%), and very high (55%), so it was concluded that the implementation of household electrical repairs training on youths Budi Adolescent Childcare Institution Main Lubuk Alung District of Pariama has been effective
A Machine Learning approach to Neural Information Decoding of Spike Train Distances in the Peripheral Nervous System

Decoding the neural signal has proved to be an elusive goal. We explore the use of sequence analysis algorithms to identify repeating patterns of spike train distances and found that they could be associated to the stimulus in the rat peripheral system with good results. The use of these algorithms is very common in genomics and proteomics for genetic sequence analysis but rarely applied to neural systems analysis. We are convinced that with proper tuning they could yield useful results.
Advanced Transfer Learning Approach for Improving Sentiment Analysis on Different Dialects of Spanish

In the last years, innovative techniques like Transfer Learning have impacted strongly in Natural Language Processing, increasing massively the state-of-the art in several challenging tasks. In particular, the Universal Language Model Fine-Tuning (ULMFiT) and the Bidirectional Encoder Representations from Transformers (BERT) algorithms have proven to have an impressive performance on several English text classification tasks. In this paper, we aim at developing an algorithm for Spanish Sentiment Analysis of short texts that is comparable to the state-of-the-art. In order to do so, we have adapted the ULMFiT and BERT algorithms to this setting. Experimental results on benchmark datasets (InterTASS 2017 and InterTASS 2018) show how this simple transfer learning approach performs well when compared to fancy deep learning techniques.
Semantic Segmentation on Image Using Multi-task Hourglass Networks

Semantic segmentation task aims to create a dense classification by labeling pixelwise each object present in images. Convolutional neural network (CNN) approaches have been proved useful by exhibiting the best results in this task. However, some challenges remain, such as the low-resolution of feature maps and the loss of spatial precision, both produced in the last convolution layer of the CNNs. In this work, we propose an hourglass model based on the multi-task approach. Consequently, we combine the tasks of edge detection, semantic segmentation, and distance transform. The refinement of the tasks (getting specific information of each task) is obtained in the last layers of the decodification stage. All the tasks share the rest of the information, that is, shared weights. Thus our model is efficient with respect to the number of tasks and memory used. We obtained encouraging preliminary results still in images using Cityspace and Kitti datasets.
Deep Predictive Coding for Multimodal Spatiotemporal Representation Learning

Common sense reasoning relates to the capacity of learning representations that disentangle hidden factors behind spatiotemporal sensory data. In this work, we hypothesize that the predictive coding theory of perception and learning from neuroscience literature may be a promising candidate for implementing such common-sense inductive biases. We build upon the PredNet implementation by Lotter, Kreiman, and Cox (2016) and extend its application to the challenging task of inferring abstract, everyday human actions such as cooking and diving. Our transfer learning experiments demonstrate good generalization of learned representations on the UCF-101 action classification dataset for both visual and auditory modalities.
Which Kernels to Transfer in Deep Q-Networks?

Deep Reinforcement Learning (DRL) combines the benefits of Deep Learning and Reinforcement Learning. However, it still requires long training times and a large number of instances to reach an acceptable performances. Transfer Learning (TL) offers an alternative to reduce the training time of DRL agents, using less instances and possibly improving performance. In this work, we propose a transfer learning formulation for DRL across tasks. Relevant source tasks are selected considering the action spaces and the Wasserstein distances of an output in a hidden layer of a convolutional neural network. Rather than transferring the whole source model, we propose a method for selecting only relevant kernels based on their entropy values, which results in smaller models that can produce better performances. In our experiments we use Deep QNetworks (DQN) with Atari games We evaluated the proposed method with dierent percentages of selected kernels and show that we can obtain similar performances than DQN in less nteractions and with smaller models.
Object Detection with Convolutional Neural Networks

In this chapter, we present a brief overview of the recent development in object detection using convolutional neural networks (CNN). Several classical CNN-based detectors are presented. Some developments are based on the detector architectures, while others are focused on solving certain problems, like model degradation and small-scale object detection. The chapter also presents some performance comparison results of different models on several benchmark datasets. Through the discussion of these models, we hope to give readers a general idea about the developments of CNN-based object detection.
Optimization in Software Engineering -- A Pragmatic Approach

Empirical software engineering is concerned with the design and analysis of empirical studies that include software products, processes, and resources. Optimization is a form of data analytics in support of human decision-making. Optimization methods are aimed to find the best decision alternatives. Empirical studies serve both as a model and as data input for optimization. In addition, the complexity of the models used for optimization trigger further studies on explaining and validating the results in real-world scenarios. The goal of this chapter is to give an overview of the as-is and of the to-be usage of optimization in software engineering. The emphasis is on pragmatic use of optimization, and not so much on describing the most recent algorithmic innovations and tool developments. The usage of optimization covers a wide range of questions from different types of software engineering problems along the whole life-cycle. To facilitate its more comprehensive and more effective usage, a checklist for a guided process is described. The chapter uses a running example Asymmetric Release Planning to illustrate the whole process. A Return-on-Investment analysis is proposed as part of the problem scoping. This helps to decide on the depth and breadth of analysis in relation to the effort needed to run the analysis and the projected value of the solution.
Administrasi Sarana Prasarana

This article desribe abaut one of the most important components is educational facilities and infrastructure. Administration of educational facilities and infrastructure is a very supportive thing for achieving the goals of education.