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检索条件"机构=Department Computer Systems and Programming"
199 条 记 录,以下是11-20 订阅
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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
来源: 评论
WIP: An Engaging Undergraduate Intro to Model Checking in Software Engineering Using TLA+  54
WIP: An Engaging Undergraduate Intro to Model Checking in So...
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54th IEEE Frontiers in Education Conference, FIE 2024
作者: Läufer, Konstantin Mertin, Gunda Thiruvathukal, George K. Loyola University Software and Systems Laboratory Department of Computer Science Chicago United States Institute for Software Engineering and Programming Languages University of Lübeck Germany
Background: In this Innovative Practice Work in Progress, we present our initial efforts to integrate formal methods, with a focus on model-checking specifications written in Temporal Logic of Actions (TLA+), into com... 详细信息
来源: 评论
METHOD OF DETECTION OF INTRUSIONS BASED ON STACKING META-ALGORITHM  5
METHOD OF DETECTION OF INTRUSIONS BASED ON STACKING META-ALG...
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5th IEEE KhPI Week on Advanced Technology, KhPIWeek 2024
作者: Gavrylenko, Svitlana Zozulia, Vladislav Khatsko, Nataliia Department of Computer Engineering and Programming National Technical University "Kharkiv Polytechnic Institute" Kharkiv Ukraine Department Information Systems and Technologies National Technical University «Kharkiv Polytechnic Institute» Kharkiv Ukraine
An analysis of modern computer network intrusion detection systems was carried out. The application of machine and deep learning methods for classification problems has been investigated. The UNSW-NB15 dataset, develo... 详细信息
来源: 评论
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
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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Hassenstein-Reichardt Detector Using Controllable Single Pulse Time-Delay Circuit for Neuromorphic Hardware  11
Hassenstein-Reichardt Detector Using Controllable Single Pul...
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11th International Scientific Conference on computer Science, COMSCI 2023
作者: Trendafilov, Ianislav Gancheva, Veska Neuromorphica Ltd. Sofia1335 Bulgaria Technical University of Sofia Faculty of Computer Systems and Technologies Department of Programming and Computer Technologies 8 Kliment Ohridski blvd. Sofia1000 Bulgaria
Inspired by the visual system of the fruit fly, we had created a generic building block for neuromorphic hardware that is vital for third generation neural networks. This enables time delay to be parametrized in a che... 详细信息
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Software Anomaly Detection Method Based on Artificial Neural Network
Software Anomaly Detection Method Based on Artificial Neural...
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IEEE International Conference on e-Business Engineering (ICEBE)
作者: Veska Gancheva Department of Programming and Computer Technologies Faculty of Computer Systems and Technologies Technical University of Sofia Sofia 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
来源: 评论
Neuromorphic Assisted Sensor Grids  32
Neuromorphic Assisted Sensor Grids
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32nd International Scientific Conference Electronics, ET 2023
作者: Trendafilov, Ianislav Gancheva, Veska Neuromorphica Ltd. Sofia1335 Bulgaria Technical University of Sofia Faculty of Computer Systems and Technologies Department of Programming and Computer Technologies 8 Kliment Ohridski blvd. Sofia1000 Bulgaria
A particular problem in using artificial intelligence techniques in the sensor grid is the high power consumption. Remote sensors are usually limited by the amount of power available, thus our general goal is to minim... 详细信息
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Healthcare Data Analytics Based on Machine Learning
Healthcare Data Analytics Based on Machine Learning
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Communications, Computing, Cybersecurity, and Informatics (CCCI), International Conference on
作者: Veska Gancheva Department of Programming and Computer Technologies Faculty of Computer Systems and Technologies Technical University of Sofia Sofia 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
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The method of dynamic routing in Self-healing Networks  5
The method of dynamic routing in Self-healing Networks
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5th IEEE KhPI Week on Advanced Technology, KhPIWeek 2024
作者: Anna, Shyman Kuchuk, Nina Kovalenko, Andriy Kashkevich, Svitlana Partyka, Stanislav Yankovskyi, Oleksandr Department of Computer Engineering and Programming National Technical University Kharkiv Polytechnic Institute" Kharkiv Ukraine Department of Electronic Computers Kharkiv National University of Radio Electronics Kharkiv Ukraine Department of Computerized Management Systems National Aviation University Kyiv Ukraine
The report proposes a dynamic routing method for Self-healing Networks (ShN). The method takes into account the specific features of ShN. During routing, the flow of service information is reduced. The search for the ... 详细信息
来源: 评论