Hand gesture serves as a crucial role during the expression of sign language. Current deep learning based methods for sign language understanding (SLU) are prone to over-fitting due to insufficient sign data resource ...
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Due to the dynamic performance of web services, a pivotal step in ensuring the quality of our system is dynamic service selection. The study aims to reach a more precise objective function for the problem and improve ...
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DC fast charging is a key enabler for removing barriers to the widespread adoption of electric vehicles (EVs), offering rapid recharging solutions that alleviate range anxiety. However, at capacity-constrained fast ch...
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In higher education it is common for students to transfer from one institution to another for various reasons, with the hopes that prior earned credits will be accepted at the intuitions they are transferring into. A ...
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In higher education it is common for students to transfer from one institution to another for various reasons, with the hopes that prior earned credits will be accepted at the intuitions they are transferring into. A typical scenario for transfer students involves those admitted to community colleges planning to later transfer to 4-year universities in order to pursue bachelor's degrees. Research on the transfer process indicates that, on average, transfer students lose credit hours equivalent to one year of coursework. Given the vast number of transfer students nationwide, such significant loss of credit hours represents a significant waste of valuable educational resources that should be avoided in order to improve student success outcomes. However, finding efficient and effective transfer pathways between institutions is challenging, particularly when accounting for program requirements that are constantly changing, students changing their major plans, the creation of new courses, etc. Crafting a suitable plan for transfer students demands expert knowledge, effort, and sometimes collaboration among multiple institutions. Managing all of this complexity manually is partly accountable for the credit loss issue mentioned above. In this paper we consider the role that data and analytics can play in addressing this problem. To gain a deeper understanding of this challenge, we first formally define the Optimal Transfer Pathway (OTP) problem, which involves finding a two-year to four-year degree plan that can be used to satisfy the degree requirements from both a community college and a 4-year university using a minimum number of credit hours. We consider the significant data requirements necessary to solve the OTP problem. These include collecting the Boolean formulas that describe all degree requirements, the courses that may be used to satisfy these requirements, as well as the transfer equivalencies that exist between institutions. The combinatorics associated with
To develop renewable energies, increasing inverter-based resources (IBRs) are integrated into the grid. In IBRs, multiple inverters are often connected to the point of common coupling (PCC) in parallel and adopt the p...
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With the rise of deep learning, there is a fundamental change in visual simultaneous localization and mapping (SLAM) algorithms toward developing different modules trained as end-to-end pipelines. However, regardless ...
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This study introduces an obstacle detection system for visual impairment rehabilitation in visually impaired individuals, leveraging YOLOv5 and transfer learning. The methodology comprises four main phases. First phas...
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The emergence of blockchain technology has ushered in a transformative era of decentralized and trustless systems, challenging conventional centralized models reliant on intermediaries. At the core of this revolution ...
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Hybrid circuit breakers (HCBs) have emerged as a pivotal technology in modern power systems, combining mechanical and solid-state elements to enhance performance. A critical challenge in HCBs is ensuring balanced curr...
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Building-integrated photovoltaics (BIPV s), a prominent sustainable building design solution, holds significant potential for low-carbon development in contemporary urban environments. This paper conducts a comparativ...
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