Reviewerly/exHarmony huggingface dataset:
Using Active Learning to Improve the Treatment Selection on Pancreatic Cancer Patients

The use of Machine Learning (ML) techniques in the context of Cancer prognosis, di- agnosis and treatment is nowadays a reality. Some types of cancers could greatly benefit from specific techniques that are designed to work in a scarcity of data scenarios, or when obtaining labeled data is a time-consuming and/or costly task. It is the case of the Pan- creatic Adenocarcinoma. We present an experiment where Active Learning (AL) is used as the basis to create a model which performs a classification task where a human expert (in this experiment, a medical doctor) needs to determine whether a pancreatic cancer patient must be treated with chemotherapy, not treated, or he/she is unsure about the therapy. The use of AL techniques allows us to improve the accuracy of the model, and the inclusion of expert opinions may help us in the future to add explanatory capabilities to the system.
Towards an automatic classification for Spanish software requirements

Several machine learning (ML) algorithms in combination with natural language pro- cessing (NLP) techniques have been used in recent years in a promising way for the auto- matic classification of software requirements. Nevertheless, several works have focused on the English language. Due to the lack of work in the Spanish language, we performed a con- trolled experiment using ML algorithms in combination with text vectorization techniques to investigate the best combination for Spanish requirements classification. Based on f1- score metrics, we found the combination of SVM with TF-IDF performs better than other combinations, with a value of 0.95 for functional and 0.79 for non-functional classification.
Developing a Cybersecurity Awareness Web Application for Non-Technical Users

In a world where technology is becoming more and more a part of our lives, the danger posed by cyberthreats to which we could be exposed is growing. Knowing how to pre- vent and act against them is crucial to avoid becoming the victim of cybercriminals. Good practices and general knowledge on how to act in cyberspace should be more widely dissem- inated to the population, especially to those who do not have sufficient technical knowledge of Information and Communications Technology (ICT). This work aims to provide a tool to raise awareness by providing them with concepts, good practices and practical scenarios to reflect on. For this, a tool was developed consisting of an application aimed at all types of users, and accessible on different devices so that it can be used by as many people as possible.
SISTEM INFORMASI ADMINISTRASI KEPENDUDUKAN PADA KANTOR KELURAHAN TETANDARA KECAMATAN ENDE SELATAN BERBASIS WEB

The Tetandara Village Office, South Ende District, Ende Regency, has an information system in the form of a manual and not yet automated so that it is slow in the process of adding, changing and deleting data and other resident data collections. The purpose of making the Population Administration Information System at the Tetandara Village Office is to help provide alternative solutions to problems in the Tetandara Village. The method in this research by utilizing certain techniques, namely observation, interviews and literature study. The result of this research is a set of Population Administration Information System software in Tetandara Village. The conclusion of this study is that the design of this information system provides a lot of convenience in the population administration process.
APLIKASI MULTIMEDIA PEMBALAJARAN HURUF DAN ANGKA UNTUK ANAK - ANAK

The learning process in children starts early. Children generally have limited knowledge depending on the information they receive. Visualization tends to be used to receive information and remember it in the brain. In general, children have a fairly high imagination power, so that in delivering learning material about a given material, they must pay attention to real aspects that can foster imagination, so that you can imagine what actually happened or a real form that can be described through visualization. Letters and numbers are the most basic and main things that must be learned and known by children, the packaging of the learning methods used is also expected to be able to attract children's interest, so that children are not easily bored or bored during the learning process. For that we need a multimedia application that will help the child's learning process. Making this application uses a lot of animation, images and added sound to make it easier for children to remember what they have learned &nbsp
Monitoring Jadwal Kuliah pada iClass Melalui Notifikasi Bot Telegram

iClass has been used at STIKOM Uyelindo Kupang in the 2020/2021 academic year. Because of its very young age, iClass certainly still has some shortcomings that must be corrected so that teaching and learning activities can run even better. During the period of use, there are several obstacles that are felt by students, namely when there is a change in the class schedule made by the lecturer in charge of the course, students do not get notification, causing students not to take part in lecture activities. This of course will affect the recap of the lecture attendance list because it will be considered absent without explanation. In accordance with the rules at STIKOM Uyelindo Kupang contained in the 2020 academic manual, if a student does not attend without a maximum of 20% information, the student will be declared a failure and must be reprogrammed. Based on these problems, Telegram's Instant Messaging (IM) information technology feature is needed which can help iClass to send instant messages (Instant Messaging) automatically to students via mobile devices. Instant Messaging (IM) Telegram is one of the IM applications that is widely used by people around the world. One of the advantages of IM Telegram is that there is a basis for using the Application Programming Interface (API) for the wider community. one of the advantages of Bots is the reliability to provide data to users which is not limited by time. The use of IM applications has increased dramatically from year to year, although the use of IM still cannot completely replace SMS, along with the increase in mobile device users, the demand for data also increases. Telegram application that can be downloaded for free on Google Playstore. Because it is not paid, Telegram application users also experience an increase.
LAYANAN INFORMASI PENGENALAN KEBUDAYAAN KABUPATEN NAGEKEO BERBASIS WEB

Nagekeo Regency is one of the regencies in East Nusa Tenggara (NTT) Province. District Nagekeo consists of seven sub-districts that have various cultures. Nagekeo Regency is a fairly developed area. Along with the times, it turns out that so far there are still many people, especially in Indonesia who do not know where and how, the cultural diversity in Nagekeo district, even the Nagekeo people who live outside Nagekeo district, mostly do not know how the culture in Nagekeo district is. . Likewise, students and students who want to study or are given assignments by teachers and lecturers to get to know Nagekeo culture in depth, often they are very difficult to find sites related to Nagekeo culture in full, as well as one of the supporting books on history and culture. Nagekeo. One example of a site that discusses the Negekeo district but is incomplete, namely https://nagekeokab.go.id 90 percent which does not contain broadly about Nagekeo culture, so that people who visit the web cannot find complete information. Utilizing technology that is developing rapidly, the Web-Based Information Service on the introduction of Culture of Nagekeo Regency has become one of the alternative solutions to this problem. The application of Web-Based Information Services for Introduction to Culture of Nagekeo Regency can improve the quality of public information that is fast, easy, transparent, definite, and affordable, especially on cultural information in Nagekeo Regency. Besides that, to increase the knowledge of the general public about the cultural diversity found in Nagekeo Regency.
LAYANAN INFORMASI BADAN PENJAMINAN MUTU STIKOM UYELINDO KUPANG BERBASIS WEBSITE

The rapid development of universities in Indonesia has made competition between universities even greater so that the Quality Assurance Agency of each university greatly affects the attractiveness and competitiveness of universities. The College of Computer Informatics Management (STIKOM) Uyelindo Kupang was established in 2000 and the formation process was based on the Notary Deed of the Uyelewun Indonesia Foundation. The College of Computer Informatics Management (STIKOM) Uyelindo Kupang has 672 students. The STIKOM Uyelindo Kupang campus has two majors, namely, undergraduate Informatics Engineering, undergraduate information systems and D3 informatics engineering with each accredited B. The development and service of the quality assurance agency at (STIKOM) Uyelindo Kupang is very important. The Standard Document in SPMI (Standard Dikti) is a document containing various criteria, measures, benchmarks, or specifications of each higher education implementation activity of a university to realize its vision and mission, so as to create a quality culture in the university. In designing Information Services the Guarantee Agency This quality uses the programming language PHP, MySQL and Adobe Dreamweaver Application. The result of this research is the establishment of the Quality Assurance Agency Information Service. Based on the results of test analysis using the slovinter method, there is an average value of 87% with the criteria of Strongly Agree (SS). Even with the index value, when viewed based on the type of variable, there are several question items with the criteria of Less Good. Question items with these criteria need to be considered for future website development.
Revolutionizing Data Entry: An In-Depth Study of Optical Character Recognition Technology and Its Future Potential

Abstract: This research paper delves into the advancements and potential of Optical Character Recognition (OCR) technology for revolutionizing data entry processes. The study provides a comprehensive analysis of the history, current state, and future of OCR technology. The paper begins with an overview of the evolution of OCR technology and its various applications in document scanning, indexing, and management. The research then examines the benefits of OCR technology, such as improved accuracy, faster processing times, and cost savings compared to traditional data entry methods. It also addresses the challenges faced by OCR technology, including difficulties in recognizing handwritten text and the need for continuous improvement and innovation. The paper concludes with a discussion of the future potential of OCR technology, including the integration of artificial intelligence and machine learning for improved accuracy and efficiency, and the potential for increased automation in various industries. The study highlights the importance of OCR technology for revolutionizing data entry processes and its potential for further development and growth in the future
EVALUASI DOMAIN LAYANAN SISTEM PEMERINTAHAN BERBASIS ELEKTRONIK (SPBE) PEMERINTAH KECAMATAN SE-KOTA KUPANG

With the Presidential Regulation number 95 of 2019 concerning the Electronic-SPBE-based Government System, every local government is obliged to implement SPBE services. In order to implement the Kupang City Samrt City road map and Kupang City SPBE master plan, it is necessary to map and evaluate the current condition of information system application services in each sub-district in Kupang City. To ensure the maturity level of services or application of information systems in the sub-district government in Kupang City, it is necessary to evaluate SPBE services using indicators based on the Regulation of the Minister for Administrative Reform and Bureaucratic Reform No. 5 of 2018 concerning Guidelines for Evaluation of Electronic-Based Government Systems (SPBE). This study aims to evaluate the maturity level of the SPBE service domain, including government administration services and public services in the sub-district government environment in Kupang City. The approach is based on Permenpan No. 5 of 2018 Indicators, aspects and on the SPBE service domain. The value of the SPBE service domain in the sub-district scope in the Kupang City Government is 0.132. With the maturity level, it has not reached a value of 1. The maturity level is at level 0 which is not included in the maturity criteria. Because the maturity level of SPEBE services is between 1 to 5. The maturity level has not yet reached level 1. The level 1 criteria is that SPBE services are provided in the form of one-way information. Likewise, the level of maturity in the aspects of government administration and public services does not reach level 1.
The Meta-Evaluation Problem in Explainable AI: Identifying Reliable Estimators with MetaQuantus

One of the unsolved challenges in the field of Explainable AI (XAI) is determining how to most reliably estimate the quality of an explanation method in the absence of ground truth explanation labels. Resolving this issue is of utmost importance as the evaluation outcomes generated by competing evaluation methods (or ''quality estimators''), which aim at measuring the same property of an explanation method, frequently present conflicting rankings. Such disagreements can be challenging for practitioners to interpret, thereby complicating their ability to select the best-performing explanation method. We address this problem through a meta-evaluation of different quality estimators in XAI, which we define as ''the process of evaluating the evaluation method''. Our novel framework, MetaQuantus, analyses two complementary performance characteristics of a quality estimator: its resilience to noise and reactivity to randomness, thus circumventing the need for ground truth labels. We demonstrate the effectiveness of our framework through a series of experiments, targeting various open questions in XAI such as the selection and hyperparameter optimisation of quality estimators. Our work is released under an open-source license (https://github.com/annahedstroem/MetaQuantus) to serve as a development tool for XAI- and Machine Learning (ML) practitioners to verify and benchmark newly constructed quality estimators in a given explainability context. With this work, we provide the community with clear and theoretically-grounded guidance for identifying reliable evaluation methods, thus facilitating reproducibility in the field.
Compressibility-Aware Quantum Algorithms on Strings

Sublinear time quantum algorithms have been established for many fundamental problems on strings. This work demonstrates that new, faster quantum algorithms can be designed when the string is highly compressible. We focus on two popular and theoretically significant compression algorithms -- the Lempel-Ziv77 algorithm (LZ77) and the Run-length-encoded Burrows-Wheeler Transform (RL-BWT), and obtain the results below. We first provide a quantum algorithm running in $\tilde{O}(\sqrt{zn})$ time for finding the LZ77 factorization of an input string $T[1..n]$ with $z$ factors. Combined with multiple existing results, this yields an $\tilde{O}(\sqrt{rn})$ time quantum algorithm for finding the RL-BWT encoding with $r$ BWT runs. Note that $r = \tilde{\Theta}(z)$. We complement these results with lower bounds proving that our algorithms are optimal (up to polylog factors). Next, we study the problem of compressed indexing, where we provide a $\tilde{O}(\sqrt{rn})$ time quantum algorithm for constructing a recently designed $\tilde{O}(r)$ space structure with equivalent capabilities as the suffix tree. This data structure is then applied to numerous problems to obtain sublinear time quantum algorithms when the input is highly compressible. For example, we show that the longest common substring of two strings of total length $n$ can be computed in $\tilde{O}(\sqrt{zn})$ time, where $z$ is the number of factors in the LZ77 factorization of their concatenation. This beats the best known $\tilde{O}(n^\frac{2}{3})$ time quantum algorithm when $z$ is sufficiently small.
SISTEM INFORMASI PERHITUNGAN TUNJANGAN PEGAWAI DAN GAJI HONORER BERBASIS WEBSITE PADA DINAS PENANAMAN MODAL DAN PELAYANAN TERPADU SATU PINTU KABUPATEN KUPANG

The Office of Investment and Integrated Services of the One Door Kupang District still uses the system manually in the process of calculating the additional allowances for employee income and the salaries of honorary staff. The weakness of the existing system is that the system is inefficient, takes a lot of time in the process of managing employee benefits and payroll honorary staff based on employee absence. So this research aims to design a model of Information Systems for Employee Benefits and Employee Payroll Calculation based on the Website at the Investment and Integrated Services One Door Service (DPMPTSP), as well as facilitate in managing data and employee benefits that are precise and accurate. The research method used is the method of literature and field. The calculation information system using the Personal Home Page (PHP) programming language and as its database using MySql thus can be implemented an information system for calculating employee benefits and payroll honorary staff at the Office of Investment and Integrated Services One Door Kupang District
Interpolation Learning With Minimum Description Length

We prove that the Minimum Description Length learning rule exhibits tempered overfitting. We obtain tempered agnostic finite sample learning guarantees and characterize the asymptotic behavior in the presence of random label noise.
Initial Activities Encouraging Students’ Autonomous Learning: Faculty Teacher Training and Education Program

Initial activities become important as the stepstone to raise students’ autonomous level. The study aims to explore lecturers’ initial activities to encourage students’ autonomous learning. Autonomous learning is a process to be apprehensive of taking control of literacy. This study used a case study and a content analysis in the qualitative exploration. The English teacher educators at the English language education department, the faculty of teacher training and education in Pekanbaru became the research samples. A qualitative approach is chosen as exploration design with the help of Nvivo 12 Apps since interviews come as the main instrument. Some interview points questioned how lecturers help learners comprehend the material, determine their particular pretensions, chancing out supporting coffers. The study reveals that the lecturer's exertion as the initial activities were giving the material explanation, giving information about the course figure, giving assignments, giving what students need, giving provocation or motivation, sharing experiences, making personal approach, exercising, being a Model, making agreement letter, warning, having a concession, having references of material, participating gests, checking students’ appreciation by reviewing, giving question and test. Yet, giving assignments collectively or in collaboration, systems or incidental test becomes a proposed exertion in the initial process to enhance learners’ autonomous.&#x0D; &#x0D; &#x0D; &#x0D;
SISTEM INFORMASI AKADEMIK PADA SEKOLAH SMA NEGERI 1 NUBATUKAN LEMBATA BERBASIS WEBSITE

Public High School 1 Nubatukan Lembata is one of the institutions engaged in education in Lembata Regency. The process of delivering information to Public High School 1 Nubatukan such as value information, lesson schedules, student data, teacher data, student guardian or parent data, extracurricular data, announcements, subject data and data have not been computerized, meaning that information delivery is still carried out orally or pasted on a bulletin board and this can result in delays in delivering information and work processes that are less effective and efficient can hinder the performance of these educational institutions. Data collection techniques used in this study are interviews, literature study, observation and questionnaires, making this application using Adobe Dreamweaver and MysQl database. The results of this study concluded that a web-based school information system was created and applied the application to assist schools in delivering effective school information
A Resilience Evaluation Framework on Ultrasonic Microphone Jammers

Covert eavesdropping via microphones has always been a major threat to user privacy. Benefiting from the acoustic non-linearity property, the ultrasonic microphone jammer (UMJ) is effective in resisting this long-standing attack. However, prior UMJ researches underestimate adversary's attacking capability in reality and miss critical metrics for a thorough evaluation. The strong assumptions of adversary unable to retrieve information under low word recognition rate, and adversary's weak denoising abilities in the threat model make these works overlook the vulnerability of existing UMJs. As a result, their UMJs' resilience is overestimated. In this paper, we refine the adversary model and completely investigate potential eavesdropping threats. Correspondingly, we define a total of 12 metrics that are necessary for evaluating UMJs' resilience. Using these metrics, we propose a comprehensive framework to quantify UMJs' practical resilience. It fully covers three perspectives that prior works ignored to some degree, i.e., ambient information, semantic comprehension, and collaborative recognition. Guided by this framework, we can thoroughly and quantitatively evaluate the resilience of existing UMJs towards eavesdroppers. Our extensive assessment results reveal that most existing UMJs are vulnerable to sophisticated adverse approaches. We further outline the key factors influencing jammers' performance and present constructive suggestions for UMJs' future designs.
On Symbol-Triple Distance of a Class of Constacyclic Codes of Length 3<i>p<sup>s</sup> </i> Over F<sub> <i>p<sup>m</sup> </i> </sub> + <i>u</i>F<i> <sub>p<sup>m</sup> </sub> </i>

Let p = 3 be any prime.In this paper, we completely determine symbol-triple distance of all γ-constacyclic codes of length 3p s over the finite commutative chain ring R = F p m + uF p m , where γ is a unit of R which is not a cube in F p m .We give the necessary and sufficient condition for a symbol-triple γ-constacyclic code to be an MDS symbol-triple code.Using that, we establish all MDS symbol-triple γconstacyclic codes of length 3p s over R. Some examples of the symbol-triple distance of γ-constacyclic codes of length 3p s over R are provided.We also list some new MDS symbol-triple γ-constacyclic codes of length 3p s over R, where γ is not a cube in F p m .