Statistical methods and models are the backbone of machine learning, which allows computers to autonomously discover and exploit data patterns. The ultimate objective is for computers to accurately forecast outcomes b...
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When used in conjunction with education, ChatGPT is a helpful tool for teaching and understanding fundamental concepts. Students who struggle to find study partners or lack the time to attend tutoring sessions may dis...
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ChatGPT is a useful tool for teaching and learning in the context of education. Despite ChatGPT's growing popularity across several fields, little is known about how it is accepted and used, particularly in the co...
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In this study, we implemented a multi-level queue scheduling algorithm for a hospital with three wards: General, Pandemic, and Arogya Sree. The Pandemic ward uses priority scheduling, while the others use FCFS. It als...
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As cryptocurrencies have grown in prevalence and value, associated malware threats have rapidly emerged, exploiting vulnerabilities in wallets, markets, and decentralization mechanisms. This paper provides a comparati...
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Traditional eye-tracking systems can be costly and may pose a barrier to entry for researchers interested in studying gaze behavior. In recent years, there have been significant developments in simulating eye-tracking...
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Mental health problems are one of the problems that is the focus of the government and even the WHO (World Health Organization). In this case, specifically, it is a neurotic disorder. Neurotic disorders are emotional ...
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ISBN:
(纸本)9798350385526
Mental health problems are one of the problems that is the focus of the government and even the WHO (World Health Organization). In this case, specifically, it is a neurotic disorder. Neurotic disorders are emotional or psychiatric disorders that present with irrational or significant anxiety. Basic Health Research (Riskesdas) 2018 shows that more than 19 million people aged over 15 years experience emotional mental disorders, and more than 12 million people aged over 15 years experience depression. Apart from that, based on the Sample Registration system carried out by the Research and Development Agency in 2016, data on suicides is obtained every year as many as 1,800 people or every day 5 people commit suicide, and 47.7 % of suicide victims are aged 10-39 years, namely children's age. teenagers and productive age. Currently, Indonesia has a prevalence of mental disorders of around 1 in 5 residents, meaning that around 20 % of Indonesia's population has the potential to experience mental disorders. Apart from that, until now not all provinces have mental hospitals so not all people with mental disorders receive proper treatment. One way to deal with depression is to carry out an early diagnosis. However, many people diagnose themselves because they feel embarrassed to consult a psychologist directly. Therefore, this research tries to create an educational system for early detection of neurotic disorders by applying the Fuzzy Logic method from Tsukamoto and Sugeno, in this case the researchers conducted research in highland areas. The data used is 120 data, of which 100 training data and 20 test data. The Mean Absolute Percent Error value for both methods is below 10 % with Tsuakamoto 7.15 % and Sugeno 4.21 %, meaning that the forecasting ability of this method is very good for both methods, but if you look at the percentages, the Sugeno method has a smaller MAPE. This value is compared with the Tsulamoto method, which means the Sugeno error value is smaller than t
Nowadays, weather image classification is very important, it can help many sectors, such as daily weather forecasting, disaster control, agriculture, aviation, etc. Deep learning has emerged as an effective method for...
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The reduction of harmonics in terms of improving power quality is usually achieved using passive or active filters. Due to their advantages over passive filters, active power filters (APF) are receiving increased atte...
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The Budget-based Neighboring Object Group Query (BR-NOGQ) is a novel type of location-based query that considers both the spatial relationships between objects and the user's budget constraints on experiencing the...
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