Reviewerly/exHarmony huggingface dataset:
NEUROMORPHIC SYSTEMS: HISTORY AND CURRENT TRENDS

The reasons for the emergence of research in the field of neuromorphic systems are explained as an attempt to solve the fundamental problem of traditional information systems caused by the limited capacity of the data exchange channel (common bus). Options for solving a similar problem in the sensory systems of living organisms are demonstrated using examples of the visual and auditory systems. Approaches to introducing (fusion) biological/neural information processing mechanisms into artificial systems are discussed
THE USE OF AUGMENTED REALITY IN THE SIMULATOR TRAINING OF PILOTS

A structure has been developed and a model of a technical device with the properties of an auxiliary projection display with augmented reality on board an airship for use in pilot training has been manufactured
PREVENTION OF PROFESSIONAL DEFORMATIONS OF THE PERSONALITY IN WORK WITH STUDENT YOUTH

A manifestation of the negative influence of the profession on the individual is the appearance of various professional deformations or specific conditions, such as, for example, the phenomenon of mental burnout. Professional deformation means any change caused by the profession that occurs in the body and acquires a permanent character. From this point of view, deformation extends to all aspects of a person's physical and mental organization, which change under the influence of the profession. Traditionally, the understanding of professional deformation is associated with the negative impact of the profession on the psychological characteristics of a person, which complicates his behavior in everyday life and, ultimately, can reduce work efficiency.&#x0D; Thus, analyzing the above, we can come to the conclusion: the mechanism of the occurrence of professional deformation has quite complex dynamics and is associated with the consolidation of negative changes in professional activity and in everyday behavior and communication. First, temporary negative mental states appear, then positive qualities begin to disappear. Later, in the place of positive properties, negative mental qualities appear, which change the employee's personal profile. There is a permanent distortion of the configuration of the employee's personal profile, which is a deformation. Professional deformations violate the integrity of the individual; reduce its adaptability, stability; negatively affect professional health and work productivity. All this should be taken into account when working with student youth in order to prevent mental burnout in professional activities.
EXPLORING STUDENTS’ AND LECTURERS’ ANXIETY IN LEARNING ENGLISH DURING EMERGENCY REMOTE TEACHING IN A PUBLIC UNIVERSITY IN NORTH BALI

This study aimed to investigate students' and lecturers’ anxiety in learning English during emergency remote teaching in a public university in North Bali. This study was formed in a quantitative study. The data were collected by doing a survey and giving the questionnaire that was developed based on the FLCAS (Foreign Language Classroom Anxiety Scale) for the participants. There were 200 university students and 9 lecturers of English Language Education in the research setting as the participants. The study found that the university students’ level was mildly anxious or indicated a moderate level of anxiety. Meanwhile, the lecturers’ anxiety level was very relaxed or indicated as low anxiety level. From the results, it can be concluded that most of university students did not feel afraid and happy. Meanwhile, the lecturers felt joy in teaching and learning English during the emergency remote teaching.
Expert System for Diagnosing Lipoma Disease in Hospital Patients Latersia Using the Certainty Factor (CF) Method

Lipoma disease is a disease characterized by a lump filled with a layer of fat that gradually accumulates under the skin, where this lump is between the skin and the muscle layer. This disease often appears on the neck, back, shoulders, arms, and thighs. In general, fat lumps or lipomas can be said to have slow growth between the skin and muscle layers. People tend to just let the lumps happen to them and think they are just normal lumps, without carrying out further examinations. The queue to see a doctor for further examination is also a factor. Therefore, it is necessary to make efforts so that the public can obtain information and be able to diagnose lipoma early without having to visit a doctor. From the description above, it is the basis for building a system that can provide information on lipoma disease and diagnose lipoma disease early. The system to be built can produce an early diagnosis analysis based on symptoms that are felt like a doctor, this system is commonly called an expert system, to support accuracy in building an expert system a method is needed in the analysis of its completion. One of the methods to be used is Certainty Factor (CF). The CF method is a clinical parameter value given by MYCIN to indicate the level of trust. The php programming language and MySQL database can build a system for diagnosing lipoma disease using the Certainty Factor method. type of lipoma Lipo Sarcoma 42.24%, Spindle cell lipoma, 56.59%, Myxoid liposarcoma 51.36%, Hibernoma 32%, Intramuscular hemangioma 51.48%, Chondroid lipoma 51.48%, Atypical lipoma 24%. From these results it can be said that the greatest confidence value is the type of Spindle cell lipoma disease with a confidence value of 56.59%.
Data Mining Grouping Areas Of Diarrhea Disease In The City Medan Using K-Means (Clustering) Algorithm In Service Environment In Medan City

Diarrhea is a contagious disease and is characterized by symptoms such as changes in the shape and consistency of the stool from becoming soft to liquefying and an increase in the frequency of defecation more than usual accompanied by vomiting, thus causing sufferers to experience a lack of fluids in the body or dehydration which in In the end, if you don't get help immediately it can cause seriousness and even death. Diarrhea can attack all ages with symptoms such as frequent bowel movements with a liquid or watery stool consistency, signs and symptoms of dehydration, fever, vomiting, anorexia, weakness, paleness, changes in vital signs (rapid pulse and breathing), urine output. decreased or absent. Of the 20 data grouping of diarrheal disease areas using the clustering method with the k-means algorithm, 3 groups were obtained, where the most cluster members were in cluster 1 with a total of 11 data centered on centroids 2, 5, 3, namely data on the spread of diarrhea in 6-10 sub-districts, the number 15,000-20,000 sufferers with sporadic distribution status.Keywords: Data Mining, Medan City Environment Service, K-means algorithm
Clustering Data On Underage Marriage Using The Clustering Method

In Law no. 1 of 1974, article 7 paragraph (1) states that marriage is only permitted if the man has reached the age of 19 and the woman has reached the age of 16. Nationally, early marriage to the age of under 16 is 26.95%. In fact, based on the findings of Bappenas in 2008, it was stated that 34.5% of the 2,049,000 marriages in 2008 until now were child marriages which were increasing rapidly (Rifiani, 2011: 126). The influence of foreign culture is also one of the causes of the large number of underage marriages, foreign cultures which are very famous for freedom of dating, are the views of today's youth to have relations outside of legal marriage. Not only culture, information technology in the 4.0 era has greatly influenced the occurrence of underage marriages, adult video sites that are easily accessible via the internet. For this reason, the K-means clustering method is used as the right solution for the problem of underage marriage data by grouping the data based on age, gender, and occupation to get definite data, so that data grouping using the applicationmatlab andrapid miner can produce output from data mining that can be used in making decisions in the future&#x0D; Keywords: Underage marriage, clustering, matlab
Linear Regression Algorithm Predicts Bullying Rate Of Sma Negeri 6 Binjai Students

At SMA Negeri 6 Binjai which is a school located in the city of Binjai in the village of Nangka village, and has several educators and teaching staff in this school, the case study of bullying in schools that is focused in this study, in order to obtain the predicted level of bullying that occurs in SMA Negeri 6 Binjai schools where there is physical and non-physical bullying and through social media. So that the school can find out how much bullying occurs in SMA Negeri 6 Binjai. Method used to solve problems in bullying rate prediction with Linear Regression algorithm. To make it easier for SMA Negeri 6 schools to predict bullying with a linear regression algorithm. The results of testing the linear regression method in the bullying level at SMA Negeri 6 Binjai school used linear regression with the amount of forecasting data that had been analyzed as an analysis, and determined the forecasting results of the value of 19.60222 obtained data results with the number of bullying levels.
The Evolution and Future of DAOs: Embracing AI and New Technologies

Decentralized Autonomous Organizations (DAOs) represent a paradigm shift in the realm of organizational structures, leveraging blockchain technology to operate autonomously through smart contracts and collective decision-making. This article delves into the evolution and potential future of DAOs, emphasizing the integration of Artificial Intelligence (AI) and emerging technologies. Drawing from seminal literature, the article underscores the transformative potential of DAOs in reshaping organizational governance, contract formulation, and decentralized operations. The integration of AI promises enhanced efficiency, predictive insights, and a personalized member experience. As DAOs evolve, they are poised to redefine the fabric of organizational design and operation in the digital age.&#x0D;
Continuously Variable Endoscopy

Continuously variable endoscopes have rotatable camera tips which enable visualization over a wide range of angles without moving the endoscope [1–5]. This is achieved using a specialized Hopkin telescope named EndoCAMeleonR or ECAMR (Karl-Storz, Tuttlingen, Germany). It looks like a standard 4 mm rigid telescope but has a wider proximal body that fits into the camera head. This body has a rotatable black knob coupled with optomechanics at the shaft tip. The knob can be rotated to vary the angles from 15° to 90°. The angulations are depicted on the body of the telescope with arrows; the vertical arrow at one end represents 15°, the horizontal at the other end represents 90°, and multiple arrow points in between represent 30°, 45°, and 70°, respectively. The tip of the shaft has a swiveling V-block, which has rotatable optics that respond to the rotation of the knob.
MEASURING MAINTAINABILITY INDEX BEFORE AND AFTER CODE REFACTORING

Measuring the maintainability index of software is crucial to ensure bettermaintenance and improve quality. Refactoring code is important in improving software quality and increasing maintainability. However,understanding the relationship between refactoring code and the maintainability index is crucial for software developers and maintenance engineers. An assistive software tool called MMIBAR was developed, which provides a set of metrics for calculating the maintainability index of the source code before and after refactoring code that contains cloned programming code. This research contributes to the understanding of the relationship between refactoring code and the maintainability index, and proposes a software tool that can help software developers and maintenance engineers improve software quality and increase maintainability. The research involved the development of the MMIBAR software tool and the application of its metrics to measure the maintainability index of the source code before and after refactoring code that contains cloned programming code. The results of the study demonstrate that refactoring code can significantly improve software quality and increase maintainability. The MMIBAR software tool provides a useful set of metrics for measuring the maintainability index of source code, and can be used to identify areas of code that need further refactoring. The research shows that refactoring code is crucial in improving software quality and increasing maintainability. The MMIBAR software tool can help software developers and maintenance engineers identify areas of code that need further refactoring, and ultimately improve the overall quality of software systems
USE CASE TOOLS FOR IDENTIFICATION SOFTWARE REQUIREMENTS: STATE OF ART

The requirement analysis step of the Software Engineering Life Cycle (SELC) is the most crucial in order to ensure excellent quality. Besides, requirements specifications must be compared to the consistency, completeness, and correctness (3C's). Thus, dealing with Natural Language (NL) requirements makes this more challenging than usual., The problems that appear at this stage, if they are not detected or proceed, will lead to errors in the system and sometimes to the failure of the entire system; in addition to the effort required and the cost of maintenance will be large. Accordingly,to overcome these problems, differenttools have been developed and implemented to analyse the requirements through Natural Language Processing (NLP). These tools facilitate the process of eliciting requirements through Unified Modelling Language (UML) diagrams. Additionally, creating UML diagrams from NL specifications is a very difficult process. In particular, few efforts have been made in the work of extracting NL specifications, so these diagrams facilitate understanding and analysis of requirements and reduce the time of completion very significantly compared to the manual method. Using automated software engineering tools presents high-quality software that can be produced to help software developers and engineers. The main aim of this research is to concentrate onanalysing requirements based on the Use Case Diagram, which is a more popular one in UML diagram. Thus, this research will support other researchers in understanding and specifying the useful tools and mechanisms that can help them to analyse the requirements through Natural Language Processing (NLP) based UML diagrams
WhatsApp platform uses in Teaching and Learning in South African Tertiary Institutions

Over the past decade, there has been a growth in the usage of new technologies, such as WhatsApp applications, for teaching and learning in educational settings. This study investigates how the WhatsApp platform influences teaching and learning in tertiary institutions. It focuses on tertiary institutions where WhatsApp platforms have become essential for online learning. Connectivism learning theory is applied as a conceptual framework to analyse the influence of the WhatsApp platform on teaching and learning at tertiary institutions. Using a qualitative methodology, a scoping analysis was conducted of 13 academic publications published between 2018 and 2023, which focused on the use of the WhatsApp platform as a learning tool. The study found a notable growth in the usage of WhatsApp as a teaching and learning tool in higher institutions. In addition, the study established that no clear policy guides the use of WhatsApp platforms in teaching and learning in tertiary institutions. Nevertheless, adopting WhatsApp in higher education has several advantages, including improved connections between lecturers and students. The study suggests utilising WhatsApp platforms to improve instruction in higher education facilities and a policy must be developed that speaks to the formal use of WhatsApp in teaching and learning. Future studies should concentrate on the effects of further use of new technologies on teaching and learning in tertiary institutions.
Gender Gap in the Writing Practice and Identity Experienced by Male University Students in South Kalimantan

The gender gap between male and female teenage authors causes considerable difficulty in literature. In this work, I employed qualitative research methods to unearth the intricate narratives of personal experiences masked by quantitative research approaches. I used a semi-structured interview format to talk with the participants about their ideas in greater detail. Five university students aged 17 to 19 took part in the study. According to the findings, the absence of gender equality in the writing development of male adolescents is a contributing factor to the gender gap that exists in male adolescents' writing growth. Male and female writing abilities differ significantly, severely impacting young males' educational and professional objectives. By learning more about the writing experiences of college-bound male teenagers, I could gain insights that could be used to improve educational policy and practice. Therefore, it is essential to understand male adolescents' writing identities and provide them with a voice. Additionally, it is essential to learn more about and comprehend the policies and practices that can assist in closing the gender success gap in writing practice.
Improving Style Transfer in Dynamic Contrast Enhanced MRI Using a Spatio-Temporal Approach

Style transfer in DCE-MRI is a challenging task due to large variations in contrast enhancements across different tissues and time. Current unsupervised methods fail due to the wide variety of contrast enhancement and motion between the images in the series. We propose a new method that combines autoencoders to disentangle content and style with convolutional LSTMs to model predicted latent spaces along time and adaptive convolutions to tackle the localised nature of contrast enhancement. To evaluate our method, we propose a new metric that takes into account the contrast enhancement. Qualitative and quantitative analyses show that the proposed method outperforms the state of the art on two different datasets.
FPGA Implementation of Efficient CDF-9/7 Discrete Wavelet Transform

Architecture CDF-5/3 DWT is utilized to derive CDF-9/7 DWT. Because of the prevalence of fractional parts in the generic CDF 9/7 architecture and the occurrence of truncation errors, the design is difficult to execute. Since the CDF-5/3 DWT filter allows for the employment of merely a shifter, attempted to design the CDF-9/7 DWT filter in this manner so that the truncation error is as little as possible, if not eliminated.
The Role of Ethical Leadership in Creating Organizational Loyalty among Employees: A Case Study of The Administrative Staff at Najran University

The aim of the research is to identify the availability of ethical leadership dimensions (integrity-justice, role clarity, and ethical orientation). Taking the administrative staff at Najran University as a sample for the study. Where the research used the analytical and descriptive method, depending on the questionnaire as a tool for the study, and through the study method and its tools, the research reached a number of results, the most important of which are: The dimensions of moral leadership are available to the members of the academic leaders at Najran University from the point of view of the administrators working therein to a high degree, as the value of the general arithmetic mean for all dimensions was (3.9). That the most dimensions of ethical leadership are available to members of the academic leaders at the University of Najran from the point of view of the administrators working in it is the dimension of integrity, where the value of the arithmetic mean was (3.94), followed by the dimension of moral orientation, where the value of the arithmetic mean was(3.92), then after the clarification of the role in the third order, where the value of the arithmetic mean was (3.91), and the least dimensions available to the members of the academic leaders at Najran University from the point of view of the administrators working in it was the dimension of justice, where the value of the arithmetic mean was (3.84), The availability of a high degree of organizational loyalty among the administrative staff at the University of Najran from the point of view of the research sample, where the value of the general arithmetic mean was (4.03), which expresses a high degree, and the presence of a statistically significant effect of the level of moral leadership on the level of organizational loyalty among administrators working at the University Najran at level (0.01), as well as for all dimensions of moral leadership (integrity - justice - clarity of role - moral orientation). Which confirms the validity of the research hypotheses. In light of the results, the research recommends paying attention to spreading the concept and culture of ethical leadership in all institutions operating in the Kingdom of Saudi Arabia in general, and colleges and universities in particular, paying attention to providing an appropriate work environment for workers and providing all their needs in order to raise their morale and achieve the highest possible level of performance and increase their belonging and loyalty to a place their work.
Rationality and Symbolism of the Self-Rotating Torus

Rational thinking and language are faced with diffi culties, when it is necessary to express the setting of two opposite aspects of reality - change and constancy. The author is developing a plot-game methodology based on the ontological generalization of art history concepts of the plot, script and game to the level of philosophical categories. Categories correspond to natural science terms. On the basis of the selected universals – ‘through’ units of Being, with the involvement of geometric images-symbols of a circle, sphere and torus – a solution to the problem of organic synthesis of change with constancy is proposed using the ontological construction of a quasi-cyclic plot. The essence of this concept is that the condition for the existence of any forms and processes of reality are quasi-cyclic plots that set the sequence of almost cyclic changes. The quasi-cycle can be thought of as a reproduction of the plot spiral (that is, in the next generation) “from egg to egg” (ab ovo ad ovum). In a quasi-cycle, everything starts from some initial, ‘folded’ state of some form, then it develops (in accordance with the ‘unfolding’ of events around it) to a certain limit, ‘culmination’. The result is the generation of a new, similar to the original form. The constantly transforming initial formation itself at a certain time ‘dissolves’ in the plot stream of reality, being absorbed by other forms that are at one stage or another of their existence cycles – from appearance to disappearance. The ‘minimal’ basic proto-plot “ab ovo ad ovum” in the plot-game picture of the world is “blinking”, the pulsation of the Universe, and the ‘maximum’ is the cycle of manifestation and ‘convolution’ of the Universe. All other plots arise on the basis of the fi rst, being forming fragments of the second. The results of work, like the plot-game concept as a whole, can be applied both in natural-scientifi c and in humanitarian research, in their practical applications, in teaching any knowledge and skills. They are of particular importance for personal spiritual development.