In today's digital age marked by information overload and intricate political dynamics, "POLISENTIX" emerges as a transformative endeavor. This visionary web platform serves as a real-time political sent...
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ISBN:
(数字)9789819713134
ISBN:
(纸本)9789819713127;9789819713134
In today's digital age marked by information overload and intricate political dynamics, "POLISENTIX" emerges as a transformative endeavor. This visionary web platform serves as a real-time political sentiment oracle, underpinned by advanced natural language processing and machine learning techniques, including Convolutional Neural networks (CNNs), Recurrent Neural networks (RNNs), and BERT models. "POLISENTIX" meticulously aggregates data from diverse sources: social media, news outlets, and user contributions, offering instant insights into the ever-shifting public sentiment on political topics. Through intuitive visualizations, it distills complex data into easily comprehensible knowledge. An interactive Chabot stands ready to provide inquisitive users with information on trending subjects, while encouraging user engagement to enrich sentiment analysis. Ensuring the privacy and security of data is a top priority for "POLISENTIX," allowing for open and informed discussions. This empowers individuals to make well-informed decisions regarding political matters. In the digital mosaic of information, "POLISENTIX" shines as a guiding light, illuminating the path to clarity in politics, nurturing a more informed, engaged, and interconnected citizenry.
The analysis of existing methods for controlling the quality of nuclear reactor fuel element shell was carried out and it was found that the methods use to detect surface and internal defects is characterized by limit...
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ISBN:
(纸本)9783031614149;9783031614156
The analysis of existing methods for controlling the quality of nuclear reactor fuel element shell was carried out and it was found that the methods use to detect surface and internal defects is characterized by limited efficiency and requires additional assessment. To evaluate the quality of the surface of the shell material in case of damage and destruction, it is proposed to use a computing device based on the method of fractal theory. It is proposed to use the fractal properties of the structure and the quantitative fractal values. These values make it possible to estimate the degree of the shell material volume change during depressurization of the fuel element. The mathematical model has been developed to describe the process of destruction of the fuel element shell material under the simultaneous impact of high temperature and internal pressure. The criterion for assessing the quality of the fuel element shell integrity has been developed, which considers changes in fuel element shell geometric parameters during damage and destruction of the structure. The obtained practical recommendations can be used to implement the proposed method of quality control of fuel elements shell integrity in modern control system of a nuclear power plant power unit. This method application will make it possible to detect potential depressurization of fuel elements at an earlier stage, which, in comparison with standard methods, can increase the efficiency of the quality control system for the tightness of the shells.
Despite its importance in industry, writing readable code is often overlooked in academia. We developed CQIS, an automated checker that automatically provides feedback about code readability. Each time a program is su...
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ISBN:
(纸本)9783031618901;9783031618918
Despite its importance in industry, writing readable code is often overlooked in academia. We developed CQIS, an automated checker that automatically provides feedback about code readability. Each time a program is submitted, a code readability report will be generated, and its unique link will be sent to the author. The report highlights parts of the submitted program that can be made clearer. The use of the checker needs to be evaluated, whether students are aware about code readability due to the checker. There is also a need to know which code readability aspects that students are least aware of and need further attention. Consequently, we evaluate the checker for one academic year (six courses with 222 students), and directly ask students about their awareness of code readability. Students seem to be generally more aware of code readability aspects, especially about having clear comments and having only useful variables. Students occasionally check the quality of their code after the code works at functional level. Few misconceptions might occur on higher programming level.
In neural network theory, we analyze two strategies for learning weights: backpropagation and Extreme Learning Machine. The former is common in ANNs with one or more hidden layers, while the latter is becoming popular...
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ISBN:
(数字)9783031700187
ISBN:
(纸本)9783031700170;9783031700187
In neural network theory, we analyze two strategies for learning weights: backpropagation and Extreme Learning Machine. The former is common in ANNs with one or more hidden layers, while the latter is becoming popular in ANNs with exactly one hidden layer and weights chosen based on a random selection of the weights and biases of the hidden neurons.
This study focuses on the analysis of particles generated during the electrostatic painting process and aims to measure air quality and atmospheric pollution. A study was conducted to evaluate the effectiveness of a c...
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ISBN:
(纸本)9783031634338;9783031634345
This study focuses on the analysis of particles generated during the electrostatic painting process and aims to measure air quality and atmospheric pollution. A study was conducted to evaluate the effectiveness of a cyclone-type extractor system in reducing particle emissions and improving air quality in industrial painting environments. The analysis focuses on understanding the characteristics of particles generated during the electrostatic painting process, including their size, composition, and potential impact on air quality. Various sampling techniques and analytical methods are used to measure and analyze particle concentrations in the ambient air. The effectiveness and efficiency of the cyclone-type extraction system are evaluated, providing insight into its crucial role in reducing particle emissions and improving environmental conditions. This contributes to the development of strategies and technologies aimed at minimizing air pollution in industrial painting operations.
Students' performance in examinations plays an important role in determining academic success and future opportunities for students. There are various factors that influence academic performance. For example, ther...
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ISBN:
(数字)9783031705182
ISBN:
(纸本)9783031705175;9783031705182
Students' performance in examinations plays an important role in determining academic success and future opportunities for students. There are various factors that influence academic performance. For example, there are specialized preparation courses. A study was conducted to determine how effective the preparation courses are and what other factors affect test scores for future improvement of educational policies. As a result, the factors affecting the final grade in different subjects are identified. A model predicting the possible score based on these factors is also proposed. Based on the findings, it is possible to develop and implement strategies that significantly improve student achievement.
Radiomics and radiogenomics are still new fields to be explored in oncology, although there are several platforms and tools already developed, or in development. This review aimed to identify the current state of the ...
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ISBN:
(纸本)9783031456473;9783031456480
Radiomics and radiogenomics are still new fields to be explored in oncology, although there are several platforms and tools already developed, or in development. This review aimed to identify the current state of the art of radiomics and radiogenomics in terms of platforms and tools integrating machine learning techniques to support the analysis of medical imaging studies of oncological patients. A systematic literature search was performed, and 19 studies were included in the review. These studies were published between 2016 and 2022 and considered several platforms and tools integrating machine learning techniques for the analysis of medical imaging studies of oncological patients together with molecular and clinical endpoints. However, the included articles present scarce evidence related to the translation of the reported platforms and tools to the clinical practice.
This research aims to determine the degree of influence exerted by factors such as planning, the relationship with the students, the teaching methodology, and the evaluation and academic monitoring of the perceived le...
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ISBN:
(数字)9783031456459
ISBN:
(纸本)9783031456442;9783031456459
This research aims to determine the degree of influence exerted by factors such as planning, the relationship with the students, the teaching methodology, and the evaluation and academic monitoring of the perceived learning mediated by the satisfaction of the students in times of post-pandemic. The methodology used for the study corresponds to a non-experimental investigation;a questionnaire was applied to a convenience sample of 555 university students (n = 18;alpha = 0.930 omega = 0.933), using Factor Analysis as a test of validity and reliability. Exploratory and confirmatory, through the Modeling of Structural Equations of Partial Least Squares PLS-SEM. The results have shown a statistically significant effect between the evaluation and academic follow-up, the teacher's methodology, and the perceived learning mediated by the student's satisfaction;Similarly, student satisfaction positively influences perceived learning.
E-commerce sites are under increasing pressure to give perks like free shipping, fast turnaround times, individualized orders, and eco-friendly procedures. The last step of this procedure, known as "the last mile...
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ISBN:
(纸本)9783031686276;9783031686283
E-commerce sites are under increasing pressure to give perks like free shipping, fast turnaround times, individualized orders, and eco-friendly procedures. The last step of this procedure, known as "the last mile," is crucial and expensive. Last-mile delivery is a key component of sustainable urban logistics that may significantly impact traffic congestion, air pollution, and greenhouse gas emissions. This study presents a literature analysis covering the years 2004 through 2023, shedding light of the concepts of last-mile delivery and its potentials. The findings provide a descriptive synthesis of research in sustainable last-mile, identify current solutions and present future directions for researchers.
Electro-optical Modulator is a pivotal photonic device in optical communication and other applications like optical processing and sensing. This paper investigates the elelectro-optical modulator as a biological senso...
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ISBN:
(纸本)9783031705946;9783031705953
Electro-optical Modulator is a pivotal photonic device in optical communication and other applications like optical processing and sensing. This paper investigates the elelectro-optical modulator as a biological sensor to cover a wide range of frequencies and avoids the disadvantages of the sensors using metal antenna if the reversal manner of sensing optical fields is detected by electrical signal generation. This paper also proposes novel methods to use the device in a low-threshold sensitivity procedure. #CSOC1120.
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