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检索条件"机构=Faculty of Computer Systems and Control Programming and Computer Technologies Department"
110 条 记 录,以下是1-10 订阅
Healthcare Data Analytics Based on Machine Learning
Healthcare Data Analytics Based on Machine Learning
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2024 IEEE International Conference on Communications, Computing, Cybersecurity and Informatics, CCCI 2024
作者: Gancheva, Veska Technical University of Sofia Faculty of Computer Systems and Technologies Department of Programming and Computer Technologies Sofia1000 Bulgaria
Technology advancements have transformed medical science and practice, leading to the vast gathering of a wide range of medical data. Medical researchers use artificial intelligence techniques extensively because they... 详细信息
来源: 评论
Human VS AI-Generated Content: Where to Draw the Line?  33
Human VS AI-Generated Content: Where to Draw the Line?
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33rd International Scientific Conference Electronics, ET 2024
作者: Minkovska, Daniela V. Antonova, Elena V. Technical University of Sofia Faculty of Computer Systems and Technologies Department of Programming and Computer Technologies 8 Kliment Ohridski blvd. Sofia1000 Bulgaria
The integration and detection of AI (Artificial Intelligence) in a variety of fields, primarily education, are examined in this paper. With an emphasis on virtual assistants and their uses, it explores the potential a... 详细信息
来源: 评论
Software Anomaly Detection Method Based on Artificial Neural Network  20
Software Anomaly Detection Method Based on Artificial Neural...
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20th IEEE International Conference on e-Business Engineering, ICEBE 2024
作者: Gancheva, Veska Technical University of Sofia Faculty of Computer Systems and Technologies Department of Programming and Computer Technologies 8 Kliment Ohridski blvd. Sofia1000 Bulgaria
A growing range of data sets have been created in recent years;these are used by platforms and software applications and kept in remote access repositories. Datasets are therefore more susceptible to harmful attacks. ... 详细信息
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An Approach to Investigating Plagiarism in Artificial Intelligence Content  12
An Approach to Investigating Plagiarism in Artificial Intell...
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12th International Scientific Conference on computer Science, COMSCI 2024
作者: Minkovska, Daniela Veleva Antonova, Elena Ventseslavova Koparanov, Kiril Andreev Nakov, Plamen Ognyanov Technical University of Sofia Faculty of Computer Systems and Technologies Department of Programming and Computer Technologies 8 Kliment Ohridski blvd. Sofia1000 Bulgaria Technical University of Sofia Faculty of Computer Systems and Technologies Department of Computer Systems 8 Kliment Ohridski blvd. Sofia1000 Bulgaria
A growing number of human-centric tasks like learning, planning, and creative writing require the integration of Artificial Intelligence (AI) in the current era of exponential advancements. Such systems collect and an... 详细信息
来源: 评论
Understanding Student Success Prediction Using SHapley Additive exPlanations  11
Understanding Student Success Prediction Using SHapley Addit...
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11th International Scientific Conference on computer Science, COMSCI 2023
作者: Ujkani, Berat Minkovska, Daniela Nakov, Ognyan Technical University of Sofia Faculty of Computer Systems and Technologies Department of Programming and Computer Technologies 8 Kliment Ohridski blvd. Sofia1000 Bulgaria
Predicting student success is an important task in educational institutions, as it allows for targeted interventions and support systems to enhance educational outcomes. This paper explores the use of SHAP (SHapley Ad... 详细信息
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Application of Machine Learning Techniques for Software Anomaly Detection  3
Application of Machine Learning Techniques for Software Anom...
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3rd International Conference on Applied Mathematics and computer Science, ICAMCS 2023
作者: Gancheva, Veska Technical University of Sofia Faculty of Computer Systems and Technologies Department of Programming and Computer Technologies 8 Kliment Ohridski blvd. Sofia1000 Bulgaria
A rising variety of platforms and software programs have leveraged repository-stored datasets and remote access in recent years. As a result, datasets are more vulnerable to malicious attacks. As a result, network sec... 详细信息
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Improving Predictions of Long Sequences by Hyperparameter Tuning  10
Improving Predictions of Long Sequences by Hyperparameter Tu...
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10th International Scientific Conference on computer Science, COMSCI 2022
作者: Koparanov, Kiril Andreev Georgiev, Krasin Krasimirov Shterev, Vasil Aleksandrov Minkovska, Daniela Veleva Department of Programming and Computer Technologies Faculty of Computer Systems and Technologies Department of Air Transport Faculty of Transport Department of Communication Networks Faculty of Telecommunications Department of Programming and Computer Technologies Faculty of Computer Systems and Technologies Technical University of Sofia 8 Kliment Ohridski blvd. 1000 Sofia Bulgaria
The problem of forecasting long sequences is important in many different domains. Proper selection of the hyperparameters when a machine learning approach is applied could make the difference between adequate and inad... 详细信息
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Application of Logistic Regression Technique for Predicting Student Dropout  31
Application of Logistic Regression Technique for Predicting ...
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31st International Scientific Conference Electronics, ET 2022
作者: Ujkani, Berat Minkovska, Daniela Stoyanova, Lyudmila Technical University of Sofia Faculty of Computer Systems and Technologies Department of Programming and Computer Technologies Sofia1000 Bulgaria
Student dropout in higher education is a complex issue and as a process it includes many factors which may affect each other. This paper explores the use and application of a probabilistic supervised machine learning ... 详细信息
来源: 评论
Application of IoT in the study of biogas release parameters  33
Application of IoT in the study of biogas release parameters
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33rd International Scientific Conference Electronics, ET 2024
作者: Nikolov, Neven K. Tzanova, Anelia I. Koparanov, Kiril A. Antonova, Elena V. Minkovska, Daniela V. Technical University of Sofia Faculty of Computer Systems and Technologies Department of Programming and Computer Technologies 8 Kliment Ohridski blvd. Sofia1000 Bulgaria Technical University of Sofia Faculty of Electronic Engineering and Technologies Department of Chemistry 8 Kliment Ohridski blvd. Sofia1000 Bulgaria
This paper describes the development of an IoT device prototype for measuring biogas release parameters. Through the device, measurements are made, and statistics are accumulated based on which calculations are perfor... 详细信息
来源: 评论
Input Data Time Range Impact on Forecast Quality Using Automated Procedures  11
Input Data Time Range Impact on Forecast Quality Using Autom...
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11th International Scientific Conference on computer Science, COMSCI 2023
作者: Koparanov, Kiril Andreev Antonova, Elena Ventseslavova Nakov, Ognyan Nakov Minkovska, Daniela Veleva Georgiev, Krasin Krasimirov Stoyanova, Lyudmila Yordanova Technical University of Sofia Faculty of Computer Systems and Technologies Department of Programming and Computer Technologies 8 Kliment Ohridski blvd Sofia1000 Bulgaria Technical University of Sofia Faculty of Computer Systems and Technologies Department of Computer Systems 8 Kliment Ohridski blvd Sofia1000 Bulgaria Technical University of Sofia Faculty of Transport Department of Air Transport 8 Kliment Ohridski blvd Sofia1000 Bulgaria
Easy access to time series forecasting provides a strong competitive advantage for any company or organization. As automated forecasting environments become more prevalent in the market, it is crucial to explore their... 详细信息
来源: 评论