Reviewerly/exHarmony huggingface dataset:
Development of Accessible Website as support for people with visual discapacity

This article presents one of the results of the Model research project of new learning practices for TIC (Information and communication Technology) mediated inclusive education at Colombian universities showing support for the development of accessible Web pages For people with visual impairment, it arises from the need of higher education institutions to achieve social and educational inclusion of the disabled population, hence the importance of the website and the Informative content this is available to people with some kind of visual impairment, whether applicants, students, teachers and administrators of the Free University. The elaboration and implementation was essential for the university to continue on the path of social and educational inclusion and to be one of the pioneering universities in the incorporation of reliable, stable and usable technological solutions that facilitate access to Education of those people who have some Type of disability.
Discovering Gene Co-Expression Modules Using Fuzzified Adjusted Rand Index

Understanding the interrelationship among genes in a cellular system is fundamental to the investigation of cellular activities, because the interrelated genes are either functionally related, controlled by the same transcriptional regulatory process or generally take part in a common biological process, and most importantly are known to be co-expressed genes.Most latent Mtb genes have been discovered but their functions, interrelationship and correlations that will help to develop protocol (s) to tame the menace of tuberculosis disease at latency have not been fully uncovered.We have developed a computational technique called Fuzzified Adjusted Rand Index (FARI) to effectively discover the co-expressed genes from identified latent Mtb genes and perform functional analysis of the gene sets using an annotation database.FARI, a modification of Adjusted Rand index used to compare clustering results, is designed to analyze, establish and quantify the expression trend of two genes with different sample points.Rank matrix of all the genes in consideration is produced after each gene has been analyzed with others, and the rank matrix serves as the basis of the co-expression discovery.A synthetic gene expression dataset, the biological benchmark dataset (E.coli), and different set of genes containing latent Mtb genes from an experiment result were fed into the computational tool, and different gene sets (modules) representing co-expressed genes were discovered.The discovered gene modules from latent Mtb genes are used to uncover the hub genes and their molecular functions.We have been able to identify different co-expression network from this analysis and assign biological functional meanings to some of the important Mtb genes that emerge from the experiment.Also, discovering gene co-expression module births gene co-expression network, which is a preliminary step towards gene regulatory network discovery.
Research on Countermeasures and System Optimization of Cargo Distribution and Transportation Management in Ningbo-Zhoushan Port

세계 무역의 급속한 발전으로 항만 물류에 대한 수요는 날로 증가하고 있으며, 항만 내 편리하고 효율적인 화물 유통 및 운송 시스템은 항만 물류 서비스의 효율과 수익성을 높일 수 있다. 본 논문은 닝보-주산 항만의 화물 유통 및 운송 시스템의 현황 분석을 통해 기존 문제점을 지적하며, 화물 유통 및 운송 관리와 관련된 이슈를 분석하고, 그에 따른 대책을 제시한다. 또한, 조정 및 최적화의 관점으로부터, 본 논문은 회색 예측 방법을 활용하여 닝보-주산 항만의 화물 물동량에 대해 과학적인 예측을 수행하며 항만 내 화물 운송 시스템의 합리적 인 최적화 모델을 구축한다. 최적화 모델 구축을 통해 운송 노선의 최적 교통 분포를 얻을 수 있으며, 화물 유통 및 운송 시스템의 최적 개발 모드를 얻을 수 있다. 동시에 화물 유통 및 운송 체계를 최적화하고 과학 경영을 강화하며, 닝보-주산 항만의 신속하고 건전한 발전을 종합적으로 추진한다.The rapid development of global trade has raised an increasingly higher demand for port logistics, while convenient and efficient cargo distributing and transportation system in the ports can enhance the efficiency and profitability of port logistics services. Through analysis of the current situation of the cargo distributing and transportation system in Ningbo-Zhoushan Port, this paper pointed out its existing problems, analyzed relevant issues about cargo distribution and transportation management, and put forward corresponding countermeasures. Furthermore, from the prospective of coordination and optimization, this paper utilized the grey forecasting method to conduct scientific forecasting on Ningbo-Zhoushan Port’s cargo throughput in order to construct a reasonable optimization model of cargo distribution and transportation system in the ports. Through the construction of the optimization model, the optimal traffic distribution of the transportation route can be obtained, and the optimal development mode of the cargo distribution and transportation system is obtained. At the same time, the cargo distribution and transportation structure is optimized, the scientific management is strengthened, thus comprehensively promoting the fast and healthy development of Ningbo-Zhoushan Port.
Evaluation of Data Quality: A Cryptographic Approach

The computer systems are a key point for decision making in any company that intends to be competitive. This is because these systems are based on the management of data by generating useful information in the decision-making process. In this context, it is necessary that the information generated comes from data with the appropriate quality, being integrity one of the most relevant attributes. Diverse approaches and methods have been studied in the bibliography, which pursue as fundamental objectives to identify the scenarios where problems can be triggered in the quality of the data, as well as to define methods and mechanisms to guarantee and measure it. However, the scenario where quality is affected due to security threats is not taken into account in the analyzed works. The article is based on the general criteria of safety as an attribute of quality of any computer system, particularizing in a data security approach as an attribute of the quality of these. The main contribution lies in the definition of a new security context in which data quality problems can arise. A resistant method to attacks is proposed to measure the quality of the data, based on cryptographic mechanisms. In addition, an analysis is made of the incidence of the proposed method in the response times of the system. The results obtained in the experimentation show that the increases of the times are not significant, so they do not appreciably affect the system availability.
Deep Neural Networks vs Bag of Features for Hand Gesture Recognition

Deep Neural Networks and their associated learning paradigm, Deep Learning, represent one of the hottest approaches used in image understanding and recognition. As their performances depends quasi-linearly on the amount of available data, the typical case studies in the literature assume the availability of huge datasets. This paper proposes to analyze several deep neural networks (trained from the scratch or pre-trained), test their efficiency in the problem of hand gesture recognition, and compare the results to a state-of-the-art classical method, the bag of features, for the case of small databases.
Diagnostics of Formation of Psychological Component of Conflictological Culture of Future Specialists in Technical Specialties

A modern competitive high school graduate should have not only a high level of knowledge, but also a high level of psychological readiness for the future profession. The psychological state of the participants of the educational process plays a significant role in their professional activity, therefore the formation of conflictological culture and its main components is considered to be an important educational element. In the article, on the basis of the analysis of scientific and pedagogical sources, the concept of “conflictological culture” is considered, and the author’s definition of “conflictological culture of personality” and “conflictological culture of future specialists of technical specialties” is presented. One of the basic components of conflictological culture is the psychological component. The essence of such constituents of the psychological component as adaptation to the new environment, self-esteem and self-affirmation, socializing (throughout the whole period of studying) is revealed. The features of student-age are noted. The formation of the psychological component is considered in the process of studying humanitarian disciplines with the use of interactive technologies. For the diagnosis of the results of the formation of the psychological component of conflictological culture of future specialists of technical specialties, criteria, indicators and grading levels are identified. The components of conflictological culture — motivational and professional, psychological, cognitive and creative, culturological, evaluative — are adopted as criteria. According to the criteria and indicators, five levels of formation of the psychological component of conflictological culture of future specialists of technical specialties were determined in the process of humanitarian training (constitutive (which forms the basis), theoretical (initial), practical (basic), creative (secondary, entry), scientific (high)). A number of methodologies for determining the formation of the psychological component are proposed. The results of the pedagogical experiment are presented. The effectiveness of the implementation of interactive educational technologies in the process of teaching the humanitarian disciplines that contribute to the formation of the psychological component of conflictological culture of future specialists of technical specialties is proved by the criterion of Kolmogorov–Smirnov.
The Future of Software and Computing for HEP - Pushing the Boundaries of the Possible

A Sampling of Data NeedsInternational science requires international data movement and storage.The LHC computing grid is both an example and a foundation on which to build an exascale data facility.This will be an expensive enterprise meaning it will have to be shared with all of the international data intensive sciences.This trend has already started with both DUNE and Bell II using LHC networks and co-located computing facilities.In order to get a sense of the scale of needs, I'd like to sample from a number of experiments in particle and astro-particle physics planned to be in operation in the mid-2020s.CMS and ATLAS project that in order to support the number of existing collaborators with data formats similar to the ones in use today they will need 5 exabytes of disk storage each.Work is ongoing to reduce the size of data analysis formats while maintaining their usefulness for physics analysis.However, no matter what, the raw data from the HL-LHC will need to be stored and archived.In 2026 that is projected to require 600PB per year.One of the major neutrino experiments operating on that time scale is DUNE.DUNE has the capability of generating an impossibly large amount of data.If all channels are completely read out (no zero suppression), at the full rate of the DAQ bandwidth limit, continuously over a year, DUNE would collect 150exabytes / year.Fortunately that level of detail for the full detector is only need for recording super nova events.Suppression of 39Ar decay, cold electronics noise, space charge effects, and argon impurities in these new liquid Ar TPC detectors, need to be studied and understood well enough to allow for effective zero suppression strategies in the readout.The target for DUNE is to produce 30PB per year.LSST will conduct a deep survey with a frequency that results in taking repeat images of every part of the sky every few nights in multiple bands for ten years.They plan on collecting
Hybrid Evolutionary Algorithm for Molecular Geometric Optimization

In this work a hybrid algorithm is developed to solve a geometric optimization problem whichis classified as NP-complete problem. The proposal effectively combines an evolutionary algorithm with a clustering algorithm to balance the exploration and exploitation of the search space. This algorithm works with the secondary structure of the molecule using the backbone dihedral angles j (phi) and y (psi) as the main components because de energy depend directly of them, the angles j and y are described in a Ramachandran map and the local search is guided towards the conformations of the lowest energy.
Epsilon-BMC: A Bayesian Ensemble Approach to Epsilon-Greedy Exploration in Model-Free Reinforcement Learning

Resolving the exploration-exploitation trade-off remains a fundamental problem in the design and implementation of reinforcement learning (RL) algorithms. In this paper, we focus on model-free RL using the epsilon-greedy exploration policy, which despite its simplicity, remains one of the most frequently used forms of exploration. However, a key limitation of this policy is the specification of $\varepsilon$. In this paper, we provide a novel Bayesian perspective of $\varepsilon$ as a measure of the uniformity of the Q-value function. We introduce a closed-form Bayesian model update based on Bayesian model combination (BMC), based on this new perspective, which allows us to adapt $\varepsilon$ using experiences from the environment in constant time with monotone convergence guarantees. We demonstrate that our proposed algorithm, $\varepsilon$-\texttt{BMC}, efficiently balances exploration and exploitation on different problems, performing comparably or outperforming the best tuned fixed annealing schedules and an alternative data-dependent $\varepsilon$ adaptation scheme proposed in the literature.
Implementasi Manajemen Pembiayaan dalam Pemeliharaan Sarana dan Prasarana Pembelajaran Madrasah Aliyah di Kabupaten Bandung

Facilities and infrastructure resources (such as the availability of learning tools or facilities that are quantitatively, qualitatively, classrooms appropriate to the number of students, school buildings that are relevant to the needs) are important inputs needed for ongoing education in schools. This research is a field research using purposive sampling which aims to analyze the findings of research relating to the planning and funding sources of funds, the implementation and budgeting of funding funds, evaluation of funding funds in the maintenance of learning facilities and infrastructure. This type of research is descriptive qualitative using data collection techniques in the form of observation, interviews, and documentation. After collecting various types of data related to the research problem, then verify the validity of the research data by triangulating the data. The results of this study indicate that the planning of funding sources in Madrasah al-Ikhlas Cicalengka through the analysis of the activities of the use of financial resources and the activities of institutions while the source of funds in Madrasah Aliyah al-Ikhlas and contributions from the community which are then used to finance programs or school activities such as improvement and maintenance of school facilities and infrastructure and teacher payroll. Budgeting of funds used for maintenance of facilities and infrastructure is good. The use of funds sourced from the central or regional government, especially for the maintenance of facilities and infrastructure, teacher salaries, and improvement of buildings has been done optimally.
LARGE SCALE CENOZOIC EXTENSION IN SW NEW MEXICO AND THE TECTONIC SETTING OF A LARAMIDE PORPHYRY CU-AU SYSTEM IN THE MALONE AND TYRONE MINING DISTRICTS: A REGIONAL EXPLORATION SYNTHESIS

Regions of extreme Cenozoic extension in the Cordillera of western North America are associated with multigenerational normal faults. These faults have significantly tilted and dismembered many Laramide and older porphyry Cu deposits, particularly in the Basin and Range of Nevada and Arizona. Southwest New Mexico from the San Vicente valley to the Arizona border is part of an unrecognized region of extreme extension superimposed upon broad Laramide uplift. Oligocene and older rocks are tilted generally NE at up to 75°; and Laramide porphyry deposits are tilted 20° to 35° NE in the Lordsburg district, up to 45° at Tyrone, and 50° to 75° in the Malone district. Porphyry-skarn systems NE of the San Vicente graben; including Chino, Pinos Altos, and the Hanover-Fierro district, are all relatively upright and undisturbed by extension. Paleozoic rocks at the Lone Mountain deposit, just NE of the graben,are tilted NE - reflecting Laramide uplift - but Oligocene volcanic rocks are flat. At Malone, a basal Cenozoic conglomerate with veined and altered clasts dips up to 65° NE, and overlying volcanic and sedimentary rocks are unaltered. Below the unconformity, several km2 of Precambrian crystalline rocks have vein controlled quartz-sericite-pyrite cutting propyllitic alteration. Sizable local zones have sheeted and stockwork quartz-pyrite veins with Au-Pb-Zn-Cu mineralization and pervasive, weak to moderate qtz-ser-py alteration. This is characteristic of the lateral margin of a porphyry Cu system, and is roughly similar to what is found within 0.5 km of open pits at nearby Tyrone. Malone outcrops may be the margin of a NE tilted, faulted porphyry system concealed at depth. Multiple generations of SW down normal faults separate Malone from Tyrone, and include at least one major low angle fault. Cross-section reconstruction from Lordsburg NE through Malone, Tyrone, Lone Mountain, and Chino indicates that the Malone and Tyrone mineralization were once contiguous, and both appear related to the Tyrone stock, which is now tilted significantly to the NE. The Malone-Tyrone system was enormous, comparable in size to Morenci or even Chuquicamata. Recognizing Cenozoic extension and understanding the effects on this system in SW New Mexico is critical for future exploration. This principle holds true throughout the Cordillera.
PENINGKATAN KEMAMPUAN MEMBACA ANAK MELALUI STIMULASI VISUAL

Improving reading skills for children is needed as a basis for future children's learning. Problems that occur are the low interest of children in reading often occurs in the learning process. For this reason, we need Me d tode Innovation and Learning Media in education. The use of Visual Media as a method of improving children's reading skills is one way. This writing will discuss the analysis of the impact and effectiveness of the use of Visual Media in improving children's learning abilities
Repository System Based on Open Archives Initiative (OAI) for Open Library System

So far, many repository developments have been carried out, but still in the repository analysis built by other parties (other countries), besides that, the use of complex repository software and requires expensive architecture. This research is needed so that later the research results can develop a repository architecture which is a new technology that is better and more efficient and can be used by universities in Indonesia, especially in AMIK Indonesia. This study aims to prove the existing theories of the repository and digital library architecture to be adapted to the development of current knowledge and technology by using the Big Data model and using the Open Archive Initiative (OAI) and designing a new repository to facilitate universities for online publications as needed, so that user limitations on publishing management become complex, and develop existing research results, in developing repositories that are more flexible than existing repositories and digital libraries. Broadly speaking, this research is divided into three stages, namely pre-development data collection, development and implementation, and post-development data collection. Pre-development data collection is intended to get the provision of preliminary studies about the core of the problem at hand, while the development and implementation phase focuses on modeling software design into a diagram and making programming code to implement the design that has been made. While the stages of post-development data collection are for reforming the application made, drawing conclusions, and suggestions for the topic of subsequent research. The proposed system allows users to see publication information and repositories also equipped with the Open Archive Initiative (OAI) module so that it can be crawled by indexing machines. From the results of the study, it can be concluded that pre-development data collection, development and implementation, and post-development data collection have been carried out. The use of this repository can bring benefits including the ability to send data so that it can be indexed on various indexing websites. The repository application that researchers build can be installed on web hosting. The repository is built with framework Codeigniter, node.js and uses supporting programming languages such as HTML, CSS, Jquery, JavaScript, JSON, AJAX, Bootstrap as media in designing interfaces. This repository application is named with T-REPOSITORY.
Block-Extraction and Haar Transform Based Linear Singularity Representation for Image Enhancement

In this paper, we develop a novel linear singularity representation method using spatial K-neighbor block-extraction and Haar transform (BEH). Block-extraction provides a group of image blocks with similar (generally smooth) backgrounds but different image edge locations. An interblock Haar transform is then used to represent these differences, thus achieving a linear singularity representation. Next, we magnify the weak detailed coefficients of BEH to allow for image enhancement. Experimental results show that the proposed method achieves better image enhancement, compared to block-matching and 3D filtering (BM3D), nonsubsampled contourlet transform (NSCT), and guided image filtering .
The Construction of Pious Children in Serial Salman Dan Hamzah

Children’s literature is often used as a medium for teaching values, for example&#x0D; religious values, in order to shape children’s character based on the understanding or&#x0D; ideology of certain groups. Through religious-based children’s literature, the figure of&#x0D; a religious ideal child was created and called a pious child. This example is applied by&#x0D; Salafi Islamic groups in Indonesia. The group that bases its teachings from the Salaf&#x0D; creates Islamic children’s book genre called ”Sunna children’s book”. The method&#x0D; used in this article is library-based qualitative research. Studies of pious character&#x0D; in European minority Muslim children’s literature have been widely carried out by&#x0D; Green-Oldendorf (2011), Shavit (2016) and Janson (2017), while studies of pious children&#x0D; in Indonesian contexts have only been done little, including this article. Textual study on&#x0D; the construction of pious children character is carried out according to the concept of&#x0D; ideal child in children’s literature by Purbani (2009), children book illustration and visual&#x0D; by Nodelman (2004), and pious Muslim child and childhood by research approach&#x0D; (Hendra-Priadi, 2019 and Scourfield et. al., 2013). The result of the research shows&#x0D; that pious children are represented through the main character who is very diligent&#x0D; in worshiping, behaving well, and obedient to parents. In addition, the construction of&#x0D; pious children in Serial Salman dan Hamzah is based on Salafi ideology concept of&#x0D; tarbiyah (education) that textually refers to the Quran and Hadith.
Extracting New Facts and Relations in Knowledge Bases using Matrix Tri-Factorization.

ICML 2013 Workshop on Structured Learning: Inferring Graphs from Structured and Unstructured Inputs. Atlanta, GA
Convergence of powers of reciprocal intuitionistic fuzzy matrices

In this paper, we discuss several convergence properties of reciprocal intuitionistic fuzzy matrices.Further, we discuss stability in modus ponens intuitionistic fuzzy inference rule and intuitionistic fuzzy system.