Reviewerly/exHarmony huggingface dataset:
The Artificial Neural Network Structure Selection Algorithm in the Direct Task of Spectral Reflection Prediction

Novel methods of digital image processing demand various approaches to spectral reflectionprediction. The continuing complexity of the models leads to high requirements for computing power; however,this does not always contribute to the convenience and accuracy of forecasts. We offer an easy-to-use methodfor solving the direct problem of spectral reflection prediction using artificial neural networks. For colorpractitioners, prediction accuracy in terms of color difference is highly important. For researchers of artificialintelligence, the organization of the network learning process is of overriding interest. Those and otherinteroperates the necessary and sufficient minimum of the training sample to ensure satisfactory forecastaccuracy. In this paper, we determine the size of such a sample. When training a network, we use spectraldensity instead of spectra. This provides a simplified simulation and improved accuracy of the forecast, whichis confirmed experimentally.
Dwell Time Adaptive Three-Way Text Entry by Gaze

Most of the existing gaze-based text entry methods suffer from the Midas touch problem and low accuracy of the typing. To alleviate these problems, a dwell time adaptive three-way text entry method is proposed. In the proposed method, the adaptive dwell time is utilized to alleviate the Midas touch problem. Moreover, feedback and rest strategy for eye tracking help avoid the problem. Three-way decision is introduced to decide the character in text entry. In the virtual keyboard, the whole trigger area of a key is divided into core area, boundary area and negative area, which are correspondingly the positive region, the boundary region and negative region in three-way decision. The positive region is attached with a positive decision, which is the key. The boundary region is with a boundary decision, which is the key or the corresponding adjacent key. The negative region is with a reject decision, which is decided as an invalid typing. Finally, a typing software using the proposed method is programmed on SensoMotoric Instruments (SMI).
ICT SMEs, Performance, Absorptive Capacity and Transformative Capacity

This study intends to integrate the relationship of market orientation, innovative capacity and firm performance to Information and Communication Technology(ICT) SMEs. The purpose of this study is to identify the role of absorptive capacity and transformative capacity that affect the performance of ICT SMEs. Hypotheses were established between five latent variables. A total of six hypotheses were established including the moderated effects of absorptive capacity and transformative capacity. Of the data collected after the survey, 112 valid surveys were selected as the final sample, except for 17 questionnaires with high non - response and insincere response. The empirical analysis of this study used smartpls3.0, Partial Least Squares (PLS), a variance-based structural equation modeling. The empirical analysis of this study revealed that the impact of market orientation on innovative capacity was significant. Moreover, the innovative capacity had a positive effect on the performance of ICT SMEs. In addition, the absorptive activity had a positive moderated effect between the market orientation and the innovative capacity. On the other hand, the transformative capacity showed a positive moderated effect in relation to innovative capacity and firm performance. Our empirical results have demonstrated the importance of knowledge based capacity in the ICT SMEs.
PENGARUH MODEL PEMBELAJARAN EXPLICIT INSTRUCTION BERBANTUAN MEDIA POWER POINT TERHADAP HASIL BELAJAR MEMBUAT POLA CELANA PRIA DEWASA SISWA KELAS XI SMK NEGERI KISARAN

ABSTRACT This type of research is quasi-experimental research. The study population was all students of class XI State Vocational School 1 The range of the even semester of the academic year 2017/2018 consisted of class XI fashion students 1 totaling 32 people and class XI fashion clothe 2 totaling 30 people. Based on the results of hypothesis testing, it is known that there is an influence of the use of explicit instruction learning models assisted by power point media on learning outcomes making patterns of adult male trousers of XI grade students of SMK Negeri 1 Kisaran. Keywords: Explicit Instruction, Pants Pattern ABSTRAK Jenis penelitian ini adalah penelitian eksperimen semu. Populasi penelitian adalah seluruh peserta didik kelas XI SMK Negeri 1 Kisaran semester genap tahun ajaran 2017/2018 yang terdiri dari siswa kelas XI tata busana 1 berjumlah 32 orang dan kelas XI tata busana 2 berjumlah 30 orang. Berdasarkan hasil pengujian hipotesis diketahui bahwa terdapat pengaruh penggunaan model pembelajaran e xplicit i nstruction berbantuan media p ower p oint t erhadap hasil belajar membuat pola celana pria dewasa siswa kelas XI SMK Negeri 1 Kisaran. Kata Kunci: Explicit Instruction, Pola Celana
Subject Guides: Accessing ICPSR datasets at AU: ICPSR

Preparing to obtain datasets from the Inter-university Consortium for Political and Social Research when away from campus.
Employee Engagement, Service Climate And Behavioural Outcomes In Banking Services

Employee Engagement increases the employee morale whereby it helps to increase productivity which also aims towards maintaining sustainable growth in the organization.&#x0D; Engaged employee have been observed to possess certain characteristics such as Seek opportunities to improve productivity and are always in a positive frame of mind, Performing tasks with commitment and diligence, Practicing good inter-personal relationships and coordinate with peers and alsorise to the occasion when required and demonstrate willingness to take on more.
A Survey on Image Watermarking Using Spread Spectrum Method

International Journal of Computer Sciences and Engineering (A UGC Approved and indexed with DOI, ICI and Approved, DPI Digital Library) is one of the leading and growing open access, peer-reviewed, monthly, and scientific research journal for scientists, engineers, research scholars, and academicians, which gains a foothold in Asia and opens to the world, aims to publish original, theoretical and practical advances in Computer Science,Information Technology, Engineering (Software, Mechanical, Civil, Electronics & Electrical), and all interdisciplinary streams of Computing Sciences. It intends to disseminate original, scientific, theoretical or applied research in the field of Computer Sciences and allied fields. It provides a platform for publishing results and research with a strong empirical component. It aims to bridge the significant gap between research and practice by promoting the publication of original, novel, industry-relevant research.
A Proposed Algorithm to Reinforce the Security of Steganograpy in conjunction with Cryptography to Assure Privacy and Integrity of the Communication by using Native OS Batch Programming Technique

International Journal of Computer Sciences and Engineering (A UGC Approved and indexed with DOI, ICI and Approved, DPI Digital Library) is one of the leading and growing open access, peer-reviewed, monthly, and scientific research journal for scientists, engineers, research scholars, and academicians, which gains a foothold in Asia and opens to the world, aims to publish original, theoretical and practical advances in Computer Science,Information Technology, Engineering (Software, Mechanical, Civil, Electronics & Electrical), and all interdisciplinary streams of Computing Sciences. It intends to disseminate original, scientific, theoretical or applied research in the field of Computer Sciences and allied fields. It provides a platform for publishing results and research with a strong empirical component. It aims to bridge the significant gap between research and practice by promoting the publication of original, novel, industry-relevant research.
Gateway Supported Security Enhancement in the Internet of Things(IoT)

Now a days, the popularity of the Internet of Things (IoT) has led to a very rapid development and significant advancement of ubiquitous applications seamlessly that are integrated within our daily life. Owing to the accompanying growth of the importance of privacy, a great deal of attention has focused on the issues of secure management and robust access control of IoT devices. In this paper, we propose the design of a blockchain connected gateway which adaptively and securely maintains user privacy preferences for IoT devices in the blockchain network. Individual privacy leakage can be prevented because the gateway effectively protects sensitive data from being accessed without their consent. A robust digital signature an encryption mechanism is proposed for the purposes of authentication and secure management of privacy preferences. Furthermore, we adopt the blockchain network as the underlying architecture of data processing and maintenance to resolve privacy disputes
Visualization using Augmented Reality

This document explains the concept of 'Augmented Reality' and how it can be used as a guide to find different location. Different authors have demonstrated the use of Augmented Reality with the help of 'Unity', in finding the location with the help of augmented guide. The applications are also capable of providing the information(history) about the places.
KEEFEKTIPAN MODEL PEMBELAJARAN LANGSUNG BERBANTU MEDIA GAMBAR UNTUK MENINGKATKAN HASIL BELAJAR IPS SISWA KELAS I SD NEGERI 016 MARSAWA

Social studies learning about social community that is useful for future student life. To achieve these objectives, the teacher must work hard in striving, creating a learning process that makes it easy for students to explore the information provided. This research was carried out in class I 016 Marsawa Public Elementary School with a total of 22 students out of 15 men and 7 women. The design of this study uses classroom action research which consists of two cycles by applying a direct learning model assisted by media images. The results of the study prove, on the base score, students who complete as many as 10 (45.4%) while students who did not complete as many as 12 (54.5%) people with an average grade on the base score of 51.8 with the category of incomplete. Cycle I, as many as 16 students (72.7%), while students who did not complete as many as 6 (27.3%) people with an average grade of 73.4. The increase in class average from the base score to the first cycle was 21.6 with a complete category. Cycle II, students who completed as many as 20 (90.9%) while students who did not complete as many as 2 (9.1%) people with an average grade of 88.7. Increased class average from the base score to the second cycle of 21.6 with the category of completion. It can be concluded that by applying the direct learning model assisted by effective image media to improve social studies learning outcomes of Grade I students of SD Negeri 016 Marsawa.
Modified Artificial Fish Swarm Algorithm for Efficient Task Scheduling in Cloud Environment

International Journal of Computer Sciences and Engineering (A UGC Approved and indexed with DOI, ICI and Approved, DPI Digital Library) is one of the leading and growing open access, peer-reviewed, monthly, and scientific research journal for scientists, engineers, research scholars, and academicians, which gains a foothold in Asia and opens to the world, aims to publish original, theoretical and practical advances in Computer Science,Information Technology, Engineering (Software, Mechanical, Civil, Electronics & Electrical), and all interdisciplinary streams of Computing Sciences. It intends to disseminate original, scientific, theoretical or applied research in the field of Computer Sciences and allied fields. It provides a platform for publishing results and research with a strong empirical component. It aims to bridge the significant gap between research and practice by promoting the publication of original, novel, industry-relevant research.
PERANAN PERPUSTAKAAN DALAM PENGEMBANGAN LITERASI PADA PENGELOLA PERPUSTAKAAN SEKOLAH DI KABUPATEN BULELENG

PERANAN PERPUSTAKAAN DALAM PENGEMBANGAN LITERASIPADA PENGELOLA PERPUSTAKAAN SEKOLAH DI KABUPATEN BULELENGOlehI Wayan Mudana, dkk.ABSTRACTThis community work aimed at constructing the role of librarians in developingliteracy in the young generation. This study was done with the elementary school teachersin Buleleng regency by reading two main materials that discuss the role of librarians indeveloping literacy, both in relation to the development of basic reading and writingliteracy and developing data literacy, technology, and humanity literacy. Theimplementation of this community work was done in the form of a constructive lecture anddiscussion.This activity ran well according to the plan and the participants were enthusiasticparticipating in it. The participants said that they were very interested and got a widerinsight about the role of a library in developing literacy. Thus it can be used as a model ofreference in strengthening the role of libraries in developing literacy at their respectiveschool.Keywords: role, library, strengthening, literacy
SunwayImg: A Parallel Image Processing Library for the Sunway Many-Core Processor

Many big data applications need to process massive images and videos, while the performance of image processing is far from reaching requirements. This paper proposes the SunwayImg, a parallel image processing library, to support image-related applications on the Sunway many-core processor as well as the Sunway TaihuLight supercomputer. The SunwayImg integrates three kinds of image algorithms: fundamental algorithms to support basic image operations on the Sunway processor, widely used image feature extraction algorithms and a typical neural network model DBN. In addition, to parallelize various kinds of image algorithms efficiently on the Sunway processor, we propose a three-tier parallelization strategy as well as fine-grained parallelization inside core-groups. Finally, we accomplish implementation of the SunwayImg and evaluate it on the Sunway TaihuLight supercomputer to verify its effectiveness and performance.
Research on the Development of Preschool Education Training Resource Database Based on the Cultivation of Innovation Ability

This paper uses questionnaires, interviews and case studies to understand the work needs of preschool education graduates, analyzes the problems existing in the practice of preschool education practice courses, and explores the practice of preschool education practice courses. The path of resource library development is to write curriculum training manuals; to construct educational video activities to implement video and video resource libraries; to develop Internet + network to share learning resources; to compile multimedia courseware resources for organizing activities; and to produce teaching materials, materials for activity operations. Constructing an effective and effective shared training resource library and sublimating the teaching reform is conducive to the improvement of the innovative ability of preschool education students.
Change Point Detection in Periodic Panel Data Using a Mixture-Model-Based Approach

This paper describes a novel method for common change detection in panel data emanating from smart electricity and water networks. The proposed method relies on a representation of the data by classes whose probabilities of occurrence evolve over time. This dynamics is assumed to be piecewise periodic due to the cyclic nature of the studied data, which allows the detection of change points. Our strategy is based on a hierarchical mixture of t-distributions which entails some robustness properties. The parameter estimation is performed using an incremental strategy, which has the advantage to allow the processing of large datasets. The experiments carried out on realistic data showed the full relevance of the proposed method.
Use of latent factors and consumption patterns for the construction of a recommender system

In recent years, the recommender systems have become essential tools for companies to offer their products in a personalized way and to improve the user experience. The primary objective of these systems is to propose products or services to the user, according to specific criteria, such as their interests, their preferences, the place where they work or where they live. The problem arises when the system recommends products from an establishment to users who never visited that establishment. Besides, it is known that the order in which users purchase certain products or services can impact on the recommendation. To deal with these two problems, we propose a process that combines two widely used models: latent factors and matrix factorization. Also, to include temporality in our results, we use the \emph{Sequitur} algorithm. In order to test our proposal, we have used a database with approximately $65$ million banking transactions. The results obtained show the efficiency of our proposal in terms of average consumption ticket increase.
Frame Technology and FrameMaker

Frame technology became a leading provider of technical publishing software within two years of its founding in 1986. Frame went public in February 1992, and by the end of that year, its flagship software, FrameMaker, ran on Apple Macintosh, Microsoft Windows, and all leading Unix workstations of that era. It was used by thousands of high-tech companies around the globe. The company was acquired by Adobe Systems in 1995 at a valuation of approximately $500 million. This paper is a personal remembrance by the founder who co-wrote FrameMaker 1.0, and lead Frame's product design and product strategy through its IPO. It tells Frame's founding story, and describes the key product and architectural features that contributed to its success. This paper also briefly describes Frame's early funding model, business and sales strategies, and culture.
EthnoVis: Developing an interactive visualization as a designerly tool and process of longitudinal data analysis and communication

In this paper, we report on an interactive visualization that served multiple purposes and diverse roles in a research-through-design (RtD) study. The visualization is part of the study on the sociocultural factors that shape energy exchanges between households. It showcases an ethnographic data combined with quantitative logs collected for 11 months, comprising of around 1200 energy exchanges between 27 energy-receiving households and one energy-giving household in a rural village in India. In this paper, we reflect on how designing the visualization as a process as well as the visualization as a tool, played three significant roles in the RtD study. First, as a process, it helped design researchers to select, reduce, and summarise qualitative and quantitative findings and find connections between them. Second, interactive visualization as a tool became a means of disseminating longitudinal data. Third, interactive visualization as a boundary object enabled interaction, cooperation, and collaboration amongst designers, researchers, engineers, and anthropologists. Overall, we suggest to the design research community to consider designing of an interactive visualization as a way to make sense of longitudinal collected in a RtD project and to utilize their design skills for such creative ways of analysis and knowledge dissemination.
A Fair and Efficient Secret Sharing Scheme Based on Cloud Assisting

In threshold secret sharing schemes, the secret s is divided into n shares by a dealer, such that learning t or more than t shares can reconstruct this secret, but knowing fewer than t shares cannot reveal any information about the secret s. In order to enhance the confidentiality of shares, reduce the participants’ computational costs, and guarantee the fairness of secret reconstruction, this paper proposes a fair and efficient secret sharing scheme based on cloud assisting. Specifically, we represent the computational process of Shamir’s scheme as a matrix operation and encrypt the shares by using a random one-dimensional matrix for guaranteeing the confidentially of shares. In addition, we employ cloud computation platform that assists to reduce the redundancy of reconstruction computation and participants’ computational costs. To ensure the fairness of secret reconstruction, our scheme enables participants to recover their secret without revealing their share to the other participants, and ensure that only when all participants are honest, they can reveal the correct secret. The performance analysis demonstrates that the proposed scheme achieves a stronger level of security and a lower computational cost. We also provide the experimental results and show that the proposed approach is feasible and efficient compared with related works.
Robust Faster R-CNN: Increasing Robustness to Occlusions and Multi-scale Objects

Recognizing objects at vastly different scales and objects with occlusion is a fundamental challenge in computer vision. In this paper, we propose a novel method called Robust Faster R-CNN for detecting objects in multi-label images. The framework is based on Faster R-CNN architecture. We improve the Faster R-CNN by replacing ROIpoolings with ROIAligns to remove the harsh quantization of RoIPool and we design multi-ROIAligns by adding different sizes’ pooling(Aligns operation) in order to adapt to different sizes of objects. Furthermore, we adopt multi-feature fusion to enhance the ability to recognize small objects. In model training, we train an adversarial network to generate examples with occlusions and combine it with our model to make our model invariant to occlusions. Experimental results on Pascal VOC 2012 and 2007 datasets demonstrate the superiority of the proposed approach over many state-of-the-arts approaches.
Research on Measurement Method of Brake Pad Size Based on Machine Vision

In order to solve the problem of size measurement in the production process of brake pads, a size measurement method of brake pads is proposed. Firstly, the experimental environment is set up, the camera is calibrated, and the image distortion is corrected by using the parameters obtained from the calibration. Then the brake pad image is collected and the image template is created for template matching. Finally, the distance of the target region is obtained by generating the measured rectangle. Through many tests of brake pads, the experimental results show that the method is accurate and real-time for brake pad size measurement, and provides an excellent reference for practical production measurement.
Exploring cloud based NOSQL Services

International Journal of Computer Sciences and Engineering (A UGC Approved and indexed with DOI, ICI and Approved, DPI Digital Library) is one of the leading and growing open access, peer-reviewed, monthly, and scientific research journal for scientists, engineers, research scholars, and academicians, which gains a foothold in Asia and opens to the world, aims to publish original, theoretical and practical advances in Computer Science,Information Technology, Engineering (Software, Mechanical, Civil, Electronics & Electrical), and all interdisciplinary streams of Computing Sciences. It intends to disseminate original, scientific, theoretical or applied research in the field of Computer Sciences and allied fields. It provides a platform for publishing results and research with a strong empirical component. It aims to bridge the significant gap between research and practice by promoting the publication of original, novel, industry-relevant research.