Reviewerly/exHarmony huggingface dataset:
Deep Learning-Based Condition Monitoring of Insulator in Overhead Power Distribution Lines Using Enhanced Cat Swarm Optimization

Uninterrupted power supply to power consumers has increasingly become a global requirement for monitoring and assessing power apparatus's health online and offline for lifetime estimation. Traditionally, extraction of low-level features from aerial images was used for condition monitoring of high-voltage insulators. It is hard to attain insulator defect identification with a complex background. Convolution fusion Network (CFN) with Enhanced Cat Swarm Optimization (ECSO) algorithm for feature selection addresses these issues in this proposed work. CFN can integrate different level features and combine them into wealthy visual features. Electrical insulator photographs captured inside a studio make realistic Overhead Power Distribution Lines (OPDLs). Deep CFN is the right choice to extract in-depth features from the insulators. ECSO can exclusively differentiate the intact and defective insulators and their material types to select optimal features from the dataset. Ensemble multi-class support vector machine (MCSVM) with sigmoidal kernel function used for insulator recognition.
Is It a Suitable Technology for Organizational Changes – A Case of the Potentials, Limitations, and Dangers of Blockchain

Adopting unsuitable technologies can result in change failure in an organization. Analyzing the case of blockchain, this research examines the effects of the promising technologies on the industries and how the limitations of blockchain can bring change failure to organizations. This research cautions that fervently pursing the benefits of new technologies without holistic considerations of the suitability, the organizational realities, and the ripple effects of change is a path to project failure.
A Choreography of Parts: The Impersonal Intimacies of Touch and Movement in Mei-Mei Berssenbrugge’s Poetry, Contact Improvisation, and Embodied Reading

Mei–mei Berssenbrugge's integration of scientific language and physiological description in her poetry sometimes seems to preclude emotional attachment, but it nevertheless conveys a sense that the internal is in-itself intimate. Berssenbrugge's writing surfaces a landscape of the body that maintains connection through flows of endocrine hormones or DNA expression, rather than emotional testimony. Similarly, writing on contact improvisation, a modern dance form, describes a dance performed within the body and across the skin, one which posits an intimacy immanent to contact and movement. The overlap in these discourses uncovers empathic involvement in Berssenbrugge's poetry operating at larger and, especially, smaller scales than the human: impersonal, but no less intimate. This impersonal intimacy provides a model for embodied reading that speaks to physiological involvement at—and beyond—the edges of experience.
NONINTRUSIVE VIRTUAL TRAINER PROTOTYPE FOR EXERCISE ROUTINES IN UNITY USING MOTION CAPTURE

Virtuality is an innovative process seen in recent years. This process allows transforming scenarios to a virtual environment for simulations, practices, or tests so that all results can be studied. In turn, these environments can be supported by new tools and methodologies that increase the analysis capabilities, such as motion capture to generate animations, tracking of robotic equipment and the study of human movement, which benefits the development of systems with these objectives. A prototype of a nonintrusive virtual trainer capable of capturing motion and determining the correct execution of exercise routines is presented, using a virtual environment developed in the Unity video game engine. The system employs a SHDR webcam for real-time capture of the movement performed by the user, which is processed to track the pose and joints using Machine Learning through the MediaPipe library. This article explains the construction of the prototype and presents the results of the project.
Student semester marks prediction using linear regression algorithms in machine learning

Student Mark prediction using the previous semester's internal marks and semester marks project using a multivariate linear regression algorithm. Using the real-time data sets gathered from department, and analyze the data. The project's goal is to forecast the grade for the upcoming semester so that, by taking the necessary steps, for forecast the grade and enhance the outcomes in the upcoming semester. Designer developed three machine learning models for this project using the multivariate linear regression algorithm. Among these 3 models, two models are used to predict semester marks and another model is to predict the final internal or model exam marks. With the treatment of the data points and its specifies, to increase the machine learning model's effectiveness in this project.
Imprint: Geomechanics and Tunneling 2/2023

Geomechanics and TunnellingVolume 16, Issue 2 p. 227-227 ImprintFree Access Imprint: Geomechanics and Tunneling 2/2023 First published: 14 April 2023 https://doi.org/10.1002/geot.202370209AboutPDF ToolsRequest permissionExport citationAdd to favoritesTrack citation ShareShare Give accessShare full text accessShare full-text accessPlease review our Terms and Conditions of Use and check box below to share full-text version of article.I have read and accept the Wiley Online Library Terms and Conditions of UseShareable LinkUse the link below to share a full-text version of this article with your friends and colleagues. Learn more.Copy URL Share a linkShare onEmailFacebookTwitterLinkedInRedditWechat No abstract is available for this article. Volume16, Issue2April 2023Pages 227-227 RelatedInformation
Sweden

Sweden's financial sector is highly digitalized and interconnected, and related technological developments heighten cyber threats and vulnerabilities. The cyber threat landscape has evolved, with many Swedish financial institutions victims of Distributed Denial of Service (DDoS) attacks. Wider, more destructive attacks are likely in the near future.
The Role Of Digital Literacy In Improving Students’ Competence In Digital Era

In the current digital age, students are required to possess high level of digital literacy. Digital literacy refers to an individuals’ ability to effectively find, evaluate, and use information throughdigital technology. The aim of this study is to explore the role of digital literacy in enhancing students’ competencies in the digital age. The methodology used in this study is by collecting data from class observations, interviews with teachers, and surveys to students and parents. The result of this study indicates that digital literacy affects students’ abilities in leraning, collaborating, and facing challenges in the digital age. The implications of the study suggest that digital literacy is crucial in preparing students to face challenges in the digital age, such as resulting on better academic performance, increasing students’ interest in learning, and preparing students’ readiness to face future challenges. Keywords: Digital Age, Digital Literacy, Students’ Competency
Teaching Practices in Teacher Education Departments as a Factor of Professional Development of Teacher Candidates: A Proposed Project

The Teaching Practice (TP) of teacher candidates is a key factor in their professional development. On this basis, this paper seeks to highlight the role of TP in the professional development of teacher candidates, the main characteristics of TP and the basic models of TP, which are applied internationally in Teacher Education Departments. The implementation methodology of the proposed TP project is based on the combination of the following three models: the partnership and collaborative learning model, the reflective learning model and the pedagogical content knowledge focused model. Based on these parameters, the novelty of this paper is the structuring of a proposal of a TP project for teacher candidates, which results from their direct and experiential activation in the teaching and learning process of formal education. The proposed plan includes the following four stages of implementation: i) Observation of three classroom days where the teacher candidates will teach, ii) Lesson planning in collaboration with the TP academic supervisor, iii) Implementation of lessons by the teacher candidates over a period of fifteen teaching days in the TP implementing schools, iv) Evaluation/reflection on campus of University after the TP in the TP implementing schools.
A Survey on Signature Verification and Forgery Detection System

The signature is an important, unique and essential mark of authentication.Each person has an individual signature, which is primarily used for personal identification and confirmation of the authenticity of important documents or legitimate transactions.Today, signatures are widely used as a means of identity verification in many fields such as banking, real estate, and finance.
Development and Evaluation of an Interactive 360 Degree Video for Biomedical Instrumentation Course

In the age of globalisation, the educational system has undergone digital transformations in tandem with technological advancements. This change has aided in the creativity of teaching and learning, which is no longer centred on using conventional ideas to aid in students' learning. For the majority of skills, especially engineering, practical experience is appropriately accompanied by theoretical knowledge as part of educational requirements. However, it has been impossible for students to acquire the necessary expertise due to expensive maintenance costs and restricted access to outside facilities. Due to the large number of studies concentrating on 360-degree video as a supporting solution, this project has taken the initiative to investigate the use of 360-degree video as a learning aid, recognising the importance of offering supporting solutions for student learning. As a result, the goal of this project is to develop and evaluate an interactive 360-degree video for the Biomedical Instrumentation course based on the ADDIE instructional model to aid in students' learning. In order to create instructional tools that achieve the optimal educational goal among diploma students of Electronics Engineering (Medical) in Sultan Salahuddin Abdul Aziz Shah Polytechnic, this study modified three learning models and used the ADDIE instructional model. 30 students took part in the evaluation phase by completing the System Usability Scale (SUS) questionnaire to rate the usability of the interactive 360-degree video. Based on the study's overall findings, the majority of students gave the developed interactive 360-degree video system good scores for usability, well-integrated features, and fast learning with the use of an interaction interface. Overall, the findings indicated that the development process of an interactive 360-degree video system was a success, and that it is easily integrated and usable as a digital educational tool for teaching and learning.
Learning Reading Skills Using The Iqra Book Approach In Jordan Primary Schools

Reading skills are one of the basic language skills in any language, and this study aims to find out the effectiveness of the book (Iqra) in developing basic level reading skills of students in Jordanian schools from underprivileged schools in Jordan. This study employs a descriptive approach, whereby the researcher has observed samples of 100 students from primary level in two schools, Al-Thunaibah primary school for male students and Al-Thunaibah primary school for female students. It consist of 20 students in a control sample, and 80 students in an experimental sample. The study found that students who learn reading skills using Iqra books shows improvement in reading ability compared to students who use traditional reading skills books. Keywords: Reading Skills, Iqra Book, Under-Privilege School.
Analisis Heatmap Korelasi dan Scatterplot untuk Mengidentifikasi Faktor-Faktor yang Mempengaruhi Pelabelan AC efisiensi Energi

This research aims to evaluate the factors that affect AC energy efficiency using statistical analysis methods. The data used is energy-efficient AC labeling data obtained from the Directorate General of New, Renewable, and Energy Conservation Energy (EBETKE) database. Violin plots are used to see the distribution of the data, a correlation heatmap is used to display the level of correlation between variables, and scatterplots and R-squared values are used to visualize linear relationships and measure the strength of the relationship. The results of the study show that efficiency has a very strong positive correlation with rating, with a correlation coefficient of 0.75, while it has a weak negative correlation with other variables. The R-squared value obtained for the linear relationship between efficiency and rating is 0.56, which indicates that 56% of the variation in efficiency can be explained by the variation in rating. This result shows that rating is a very influential factor on AC energy efficiency .
Assessment of biological literacy for high school students

Biological literacy is the individual's ability to determine the prior knowledge to understand the terms, concepts, procedural, benefits, and relationships of biological sciences in life. This study aims to measure students' biological literacy skills. This study approach was conducted descriptively, with grades, levels, and material indicators utilized to assess biological literacy skills. The population in this study was students from grade X Mathematics and Natural Sciences, Baitul Qurro Islamic Senior High School, with a sample size of 44 students drawn from the overall population. The instrument employed was a multiple-choice with up to 15 items about viruses related concepts. The data were analyzed descriptively. The results of this study revealed that 50% of students have low biology literacy skills. The highest percentage of students' biological literacy skills was found in indicator 4 (interpreting the role of viruses in life), 61%, while the lowest was in indicator 3 (analyzing virus replication), with 42%. The percentage of students' literacy skills in each level of biological literacy was highest at the structural level, with 58%, while the lowest was at the nominal level, with 44%. The low level of student biological literacy indicates that research is needed to find the right strategy to improve biological literacy skills in learning.
Detecting Fake Images Using Machine Learning

Fake image detection is an important problem in the field of computer vision and machine learning, as the use of manipulated images for deception or propaganda purposes is becoming increasingly common.In this paper, we propose a machine learning approach for detecting fake images, which is based on a combination of deep convolutional neural networks and traditional image processing techniques.Our method extracts a set of features from the input image, including statistical properties, color distributions, and texture information.These features are then fed into a classifier, which determines whether the image is genuine or manipulated.We evaluate our approach on a large dataset of real and fake images and demonstrate that it achieves state-of-the-art performance in terms of accuracy, precision, and recall.Our results suggest that machine learning methods can be effective for detecting fake images and have the potential to be used in a wide range of applications, including social media content moderation, news verification, and forensic analysis.
THE MEANING OF MINDFULNESS IN SONG LYRICS OF “SORAI” BY NADIN AMIZAH

Public Relation Practitioner’s role is to provide a good message to the target audience. As a musician, Nadin Amizah’s way to communicate with her audience is through her song and lyrics. Song lyrics are an important element in a song that contains a story or message for the listener. This research aims to find the meaning behind the song “Sorai” by Nadin Amizah and to further discuss mindfulness elements in the song through qualitative method and semiotic theory by Ferdinand de Saussure. This research is to be analyzed using five elements of mindfulness based on Aldina’s theory of mindfulness. The result of the analysis of Sorai by Nadin Amizah consists of a meaningful and heartfelt attitude towards accepting and letting go of a separation through mindfulness. Through mindfulness, letting go and accepting what is happening in our lives becomes easier. It proves how mindfulness is a necessary element to be applied in our day to day life in order to have a peaceful and meaningful life.
The Implementation of Task-Based Language Teaching to Develop Students’ Grammar Accuracy

This research aims to find out; (1) whether task-based language teaching can develop students’ grammar accuracy; and (2) whether the implementation of Task-Based Language Teaching can develop class condition in grammar class of the second-grade students of English Department of Universitas Harapan Bangsa. The method used in this research is classroom action research. It was conducted in two cycles from October to December 2021 at the first-grade students of English Department of Universitas Harapan Bangsa. The research result shows that the use of Task-Based Language Teaching can develop the students’ grammar accuracy. The students succeed to make sentences in various tenses with correct form and meaning. The results of all cycles conducted as follows; the average score of post-tests in cycle I is 64, and post-test in cycle II is 73. The class condition also became better since the method was applied. They are more active joining the learning process. They applied the language rules they learned communicatively in the spoken and written forms. This condition made them aware of their ability to use the standard language in the communication. In conclusion, task-based language instruction can improve the classroom environment and the students' grammar proficiency. Both the academic performance and the learning environment of the students are benefited by this approach.
How ‘IPC’ Goes Hand in Hand with ‘IT Act’ in Dealing with Cyber Crimes.

Crime has its effect on every aspect of field in the society.Among which Cyber Crime has become an emerging one in this digital Era, as many crimes has been happening in cyberspace nowadays, there"s a need for us to know about the cybercrimes and the provisions available under the Information Technology (IT) Act which is specifically enacted to know about the cyber crimes, digital signature, adjudicating authority, etc.And also how Indian Penal Code (IPC), 1860 gives its hands to cover the cyber crimes.And also we will going to see how the Information Technology (amendment) Act has its impact in IPC and the changes or insertion made to IT act, 2000.
Optimasi Sudut Pemasangan Panel Surya Bifasial di Indonesia dengan Metode Simulasi PVSyst

PV rooftop is a renewable energy which becomes Indonesian government priority to implement in the residential and commercial buildings. However, its implementation faces a big challenge from Indonesian climate which mostly cloudy and rainy. This threat makes increasing in PV rooftop capacity, though the available rooftop area is limited. So, there is a requirement to increase the efficiency or energy output from PV rooftop. A solution which can potentially implement to do that is the use of PV bifacial. In some previous researches, PV bifacial can increase energy output of PV rooftop about 2%-12% compares to PV monofacial. However, the value of energy output from PV bifacial depends on tilt angle of PV. Tilt angle is a factor which related to latitude position of a location. Due to the most previous researches about PV bifacial are in subtropical countries, so there is a necessity to find an optimum tilt angle for PV bifacial in Indonesia. The purpose of this research is to find an optimum tilt angle and energy output of PV bifacial in several places in Indonesia. This research is a basic research so it will use simulation method using PVSyst software. PVSyst software is prominent software in PV design simulation which is already used in some previous researches. This research concludes that PV bifacial has 1 o -2 o optimum tilt angle difference compares to PV monofacial. The use of PV bifacial also can increase energy output 2.25%-3,5% better than PV monofacial.
Perilaku Hambatan Panas pada Papan Partisi diperkuat Serat Tandan Kosong Kelapa Sawit

The goal of this research was to determine the heat resistance behavior of polymer composite fiber boards with oil palm empty fruit bunches (OPEFB) fillers as influenced by mass density and water absorption, with the hope that partition boards with OPEFB fiber fillers could reduce the heat entering the room from outside vines through directly exposed walls. The partition board under discussion is a heat insulator with a thermal conductivity test impacted by the mass density of the composite. The test method used is ASTM-C-177-2013, which consists of measuring heat propagation by modifying a 40-watt heat source and testing specimens from polymer composite partition boards formed based on standards obtained from partition forming boards with a matrix of polyester resin SHCP 2667 WNC fraction weight with a fiber weight ratio of 25 wt.%, 30 wt.%, and 35 wt.% randomly arranged (chopped strand mat/CSM). The highest thermal conductivity value was observed in a 25 wt.% fiber weight ratio of 0.141 W/m. o C at a void percentage of 7.65% for a 5 minutes test time; 0.146 W/m. o C for a 10 minutes test time; 0.151 W/m. o C for 15 minutes test time at a mass density of 1.16 gr/cm. While the 35 wt.% fiber weight ratio has the lowest thermal conductivity value of 0.137 W/m. o C at a void percentage of 4.24% for a 5 minutes test time; 0.142 W/m. o C for a 10 minutes test time; and 0.147 W/m. o C for a 15 minutes test time at a mass density of 1.24 gr/cm 3 and a water absorption capacity of 3.75%. According to the investigation’s findings, the higher the water absorption capacity, the higher the thermal conductivity of the partition board, and the higher the mass density, the lower the thermal conductivity. As a result, the lower the value of the thermal conductivity of the partition board, the better the insulating properties.
Analisis Kualitas Pelayanan Perpustakaan Menggunakan Metode Kano

The West Aceh Regency Library and Archives Service is an agency engaged in carrying out general government tasks, building libraries, and providing services openly to its users regardless of age, education, and social status factors in society. However, there are still some problems that make visitors unsatisfied, including incomplete and non-specific book collection facilities, lack of the latest published books, placement of books on shelves that do not match the location, and inadequate facilities in the reading room. This study aims to determine and categorize the attributes that are considered important from the desire of visitors to know the quality of services provided by the West Aceh District Library and Archives Service using the canoe method. The Kano method is one of the simple methods that can improve products and services to customers. This method is a model that classifies attributes and is analyzed based on customer perceptions, and the effect on customer satisfaction. The results of calculating the average value of service quality in all dimensions of the canoe method show that visitors are not satisfied enough and there are still deficiencies in service quality at the West Aceh Regency Library and Archives Service. Of the 22 attributes, some attributes need to be improved, namely one-dimensional category attributes 5,8,9,11,14,16, and 19, indifferent category attributes 10,13,15,17,18,20,21 and 22, attributes The ones that are maintained are the attractive 12 categories and the attributes that need to be improved are the must-be categories 1,2,3,4,6, and 7 which illustrate that the more an attribute does not function properly, the visitor satisfaction will decrease.