16 Result(s)
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Open AccessTwo-dimensional materials for future information technology: status and prospects
Over the past 70 years, the semiconductor industry has undergone transformative changes, largely driven by the miniaturization of devices and the integration of innovative structures and materials. Two-dimensi...
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Open AccessFederated machine learning for predicting acute kidney injury in critically ill patients: a multicenter study in Taiwan
To address the contentious data sharing across hospitals, this study adopted a novel approach, federated learning (FL), to establish an aggregate model for acute kidney injury (AKI) prediction in critically il...
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Open AccessAI in Human-computer Gaming: Techniques, Challenges and Opportunities
With the breakthrough of AlphaGo, human-computer gaming AI has ushered in a big explosion, attracting more and more researchers all over the world. As a recognized standard for testing artificial intelligence,...
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Open AccessDevelopment of 5G Cyber-Physical Production System
The cyber-physical production system (CPPS) was developed for the interconnection between operational technology (OT) and information and communication technology (ICT) among the machines and decentralized pro...
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Open AccessPerformance evaluation of multi-exaflops machines using Equality network topology
In modern computing architectures, graph theory is the soul of the play due to the rising core counts. It is indispensable to keep finding a better way to connect the cores. A novel chordal-ring interconnect t...
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Towards Exploring Large Molecular Space: An Efficient Chemical Genetic Algorithm
Generating molecules with desired properties is an important task in chemistry and pharmacy. An efficient method may have a positive impact on finding drugs to treat diseases like COVID-19. Data mining and art...
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Open AccessSpatial-temporal attention-based convolutional network with text and numerical information for stock price prediction
In the financial market, the stock price prediction is a challenging task which is influenced by many factors. These factors include economic change, politics and global events that are usually recorded in tex...
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Open AccessA novel solution with rapid Voronoi-based coverage path planning in irregular environment for robotic mowing systems
This paper presents a novel solution of coverage path planning for robotic mowing applications. The planning algorithm is based on the Boustrophedon motions and the rapid Voronoi diagram. The coordinate conver...
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Triply stochastic gradient method for large-scale nonlinear similar unlabeled classification
Similar unlabeled (SU) classification is pervasive in many real-world applications, where only similar data pairs (two data points have the same label) and unlabeled data points are available to train a classi...
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Open AccessAdvances in Deep Learning Methods for Visual Tracking: Literature Review and Fundamentals
Recently, deep learning has achieved great success in visual tracking tasks, particularly in single-object tracking. This paper provides a comprehensive review of state-of-the-art single-object tracking algori...
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Open AccessTowards 6G wireless communication networks: vision, enabling technologies, and new paradigm shifts
The fifth generation (5G) wireless communication networks are being deployed worldwide from 2020 and more capabilities are in the process of being standardized, such as mass connectivity, ultra-reliability, an...
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Open AccessEditorial of Special Issue of WISE 2019
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Open AccessA simple approach for quantifying node centrality in signed and directed social networks
The position of a node in a social network, or node centrality, can be quantified in several ways. Traditionally, it can be defined by considering the local connectivity of a node (degree) and some non-local c...
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Open AccessChinese text-line detection from web videos with fully convolutional networks
In recent years, video becomes the dominant resource of information on the Web, where the text within video usually carries significant semantic
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Open AccessA semi-automated workflow solution for multimodal neuroimaging: application to patients with traumatic brain injury
Traumatic brain injury (TBI) is a major cause of mortality and morbidity, placing a significant financial burden on the healthcare system worldwide. Non-invasive neuroimaging technologies have been playing a ...
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Open AccessComparison of different approaches on example-based learning for novice and proficient learners
This study examined the effectiveness of two example-based instructional procedures. One procedure examines the effect of example-problem pairs when they are simultaneously presented to a participant. The othe...
