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PAC-GPT: A Novel Approach to Generating Synthetic Network Traffic With GPT-3
IEEE Access, 2023 The application of machine learning models, particularly in cybersecurity, has surged significantly in the past few years. However, the effectiveness of these models is predominantly tethered to the quality and breadth of the training data they ingest ...
Danial Khosh Kholgh, Panos Kostakos
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A dark and stormy night: Reallocation storms in edge computing
EURASIP Journal on Wireless Communications and Networking, 2022 Efficient resource usage in edge computing requires clever allocation of the workload of application components. In this paper, we show that under certain circumstances, the number of superfluous workload reallocations from one edge server to another may
Lauri Lovén +4 more
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Frontiers in Genetics, 2023 Chromosome segmentation is a crucial analyzing task in karyotyping, a technique used in experiments to discover chromosomal abnormalities. Chromosomes often touch and occlude with each other in images, forming various chromosome clusters. The majority of
Chunlong Luo +3 more
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Sensors, 2022 Intrusion detection systems (IDS) are crucial for network security because they enable detection of and response to malicious traffic. However, as next-generation communications networks become increasingly diversified and interconnected, intrusion ...
Saeid Sheikhi, Panos Kostakos
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Emotional Response to Vibrothermal Stimuli
Applied Sciences, 2021 Emotional response to haptic stimuli is a widely researched topic, but the combination of vibrotactile and thermal stimuli requires more attention. The purpose of this study is to investigate emotional response to vibrothermal stimulation by combining ...
Yatiraj Shetty +4 more
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Sensors, 2023 We present a benchmark dataset for evaluating physical human activity recognition methods from wrist-worn sensors, for the specific setting of basketball training, drills, and games.
Alexander Hoelzemann +4 more
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Sensors, 2023 Sleep disorders can impact daily life, affecting physical, emotional, and cognitive well-being. Due to the time-consuming, highly obtrusive, and expensive nature of using the standard approaches such as polysomnography, it is of great interest to develop
Mostafa Haghi +5 more
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Drones, 2022 Unmanned aerial vehicles (UAVs) and radio frequency identification (RFID) technology are becoming very popular in the era of Industry 4.0, especially for retail, logistics, and warehouse management.
Abdussalam A. Alajami +2 more
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Virtual Reality for Neurorehabilitation and Cognitive Enhancement
Brain Sciences, 2021 Our access to computer-generated worlds changes the way we feel, how we think, and how we solve problems. In this review, we explore the utility of different types of virtual reality, immersive or non-immersive, for providing controllable, safe ...
Danko D. Georgiev +4 more
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Concept Drift Adaptation Techniques in Distributed Environment for Real-World Data Streams
Smart Cities, 2021 Real-world data streams pose a unique challenge to the implementation of machine learning (ML) models and data analysis. A notable problem that has been introduced by the growth of Internet of Things (IoT) deployments across the smart city ecosystem is ...
Hassan Mehmood +5 more
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