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Article
Recent advances of electrochemical sensors on microneedles
In the medical field, biosensors are essential for disease diagnosis and health monitoring, with the COVID-19 pandemic significantly increasing the need for simple and rapid diagnostic tools. Microneedle techn...
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Article
Open AccessPIER: cyber-resilient risk assessment model for connected and autonomous vehicles
As more vehicles are being connected to the Internet and equipped with autonomous driving features, more robust safety and security measures are required for connected and autonomous vehicles (CAVs). Therefore...
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Chapter and Conference Paper
OCR-Free Document Understanding Transformer
Understanding document images (e.g., invoices) is a core but challenging task since it requires complex functions such as reading text and a holistic understanding of the document. Current Visual Document Underst...
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Chapter and Conference Paper
Grounding Visual Representations with Texts for Domain Generalization
Reducing the representational discrepancy between source and target domains is a key component to maximize the model generalization. In this work, we advocate for leveraging natural language supervision for th...
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Article
Open AccessThe development of microfabricated solenoids with magnetic cores for micromagnetic neural stimulation
Electrical stimulation via invasive microelectrodes is commonly used to treat a wide range of neurological and psychiatric conditions. Despite its remarkable success, the stimulation performance is not sustain...
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Article
Combined oversampling and undersampling method based on slow-start algorithm for imbalanced network traffic
Network traffic data basically comprise a major amount of normal traffic data and a minor amount of attack data. Such an imbalance problem in the amounts of the two types of data reduces prediction performance...
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Chapter and Conference Paper
Performance Comparison of Multi-class SVM with Oversampling Methods for Imbalanced Data Classification
Network traffic data generally comprise a major amount of normal traffic data and a minor amount of attack data. Such an imbalance in the amounts of the two types of data leads to issues such as low prediction...
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Article
Open AccessKagome van-der-Waals Pd3P2S8 with flat band
With the advanced investigations into low-dimensional systems, it has become essential to find materials having interesting lattices that can be exfoliated down to monolayer. One particular important structure...
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Chapter and Conference Paper
ANN Based Intrusion Detection Model
Anomaly based Intrusion Detection Systems (IDSs) are known to achieve high accuracy and detection rate. However, a significant computational overhead is incurred in training and deploying them. In this paper, ...
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Article
Genome-wide detection of allelic genetic variation to predict biochemical recurrence after radical prostatectomy among prostate cancer patients using an exome SNP chip
Genetic variations among prostate cancer patients who underwent radical prostatectomies were evaluated to predict biochemical recurrence, and used to develop a clinical-genetic model that combines data on clin...
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Article
Characterization of CD8+CD57+ T cells in patients with acute myocardial infarction
Although T cells are known to be involved in the pathogenesis of coronary artery disease, it is unclear which subpopulation of T cells contributes to pathogenesis in acute myocardial infarction (MI). We studie...
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Article
Multi-hop-based opportunistic concurrent directional transmission in 60 GHz WPANs
In millimeter Wave wireless personal area networks (mmWave WPANs), the design of efficient concurrent transmission considered high modulations up to a few Gbps is one of the most challenging issues. Even for t...
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Article
vHoT: a database for predicting interspecies interactions between viral microRNA and host genomes
Some viruses have been reported to transcribe microRNAs, implying complex relationships between the host and the pathogen at the post-transcriptional level through microRNAs in virus-infected cells. Although m...
