Multi-view methods offer an effective approach to address 3D object classification, and there is a growing interest in handling more practical scenarios, such as fine-grained distinctions and arbitrary viewpoints. Fin...
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A snapshot object is a concurrent object that consists of m components, each storing a value from a given set. Processes can read/modify the state of the object by performing Update and Scan operations. An Update oper...
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This experiment classifies cases based on the top 20 most frequently used categories of case reasons found in civil summary court judgments provided by the Judicial Yuan of Taiwan from 2012 to 2022. We built case clas...
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We first explain how the information geometry of Bregman manifolds brings a natural generalization of scalar quasi-arithmetic means that we term quasi-arithmetic centers. We study the invariance and equivariance prope...
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Machine learning (ML) use has increased significantly, [Question/Problem] however, organizations still struggle with operationalizing ML. [Principle results] In this paper, we explore the intersection between machine ...
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ISBN:
(纸本)9783031573262;9783031573279
Machine learning (ML) use has increased significantly, [Question/Problem] however, organizations still struggle with operationalizing ML. [Principle results] In this paper, we explore the intersection between machine learning operations (MLOps) and Requirements engineering (RE) by investigating the current problems and best practices associated with developing an MLOps process. The goal is to create an artifact that would guide MLOps implementation from an RE perspective, aiming for a more systematic approach to managing ML models in production by identifying and documenting the goals and objectives. The study adopted a Design science Research methodology, examining the difficulties currently faced in creating an MLOps process, identified potential solutions to these difficulties, and assessed the effectiveness of one particular solution, an artifact containing guiding Requirements Questions sorted by ML stages and practitioner roles. [Contribution] By establishing a more thorough understanding of how the two domains interact and by offering practical guidance for implementing MLOps processes from an RE perspective, this study advances both the MLOps and RE fields.
The work covers topics in face detection, prediction of the position of the face landmarks as well as control of the graphical model. The purpose of the work is to create a vision system that detects the user's fa...
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ISBN:
(纸本)9783031430770;9783031430787
The work covers topics in face detection, prediction of the position of the face landmarks as well as control of the graphical model. The purpose of the work is to create a vision system that detects the user's facial expressions and visualizes them on the created computer model. The scope of work includes detection of the face and face landmarks, creation of a graphic model of a character whose facial expressions can be modified, and control of the created model using data obtained from the camera image. The main objectives of the project are easy accessibility, simplicity of use and low cost of the tools used.
Students have difficulty understanding complex molecular structures and chemical bonds in a two-dimensional media such as textbooks and writing on the blackboard. Teachers also use molecular models or viewers to teach...
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ISBN:
(数字)9783031345500
ISBN:
(纸本)9783031345494;9783031345500
Students have difficulty understanding complex molecular structures and chemical bonds in a two-dimensional media such as textbooks and writing on the blackboard. Teachers also use molecular models or viewers to teach, but the cost of using them is not negligible. To easily share the molecular images of experts and enhance the understanding and motivation of novices, we have developed a prototype of a standalone smartphone virtual reality (VR) interface with a molecular dynamics (MD) simulator for chemical education, called VR-MD. In this application, users can touch, and move molecules whose coordinates are updated in real time by the MD engine. For teachability and safety, we adopted handheld VR glasses and a VR/augmented reality (AR) mode changer responsive in the state of the user's hand. As a demonstration experiment, we conducted on-site lectures at a high school with one of these applications was provided for each student. A 7-point scale and a free-response questionnaire were administered following the lecture. The results confirmed the effectiveness of the program for improving comprehension and the motivation to learn.
Developing accurate boundary extraction methods for ultrasound images of the kidney is a significant challenge on account of the lack of boundaries or blurred boundaries. This study puts forward a method from rough to...
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The results of numerical studies of the processes of mixing, ignition and combustion during the expiration of jets of methane-air mixture in an axisymmetric channel. Numerical modeling of a turbulent subsonic nonequil...
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Given the advantages of deep learning in feature extraction and learning ability, it has been used in coal-rock recognition. Deep learning techniques rely on a large number of independent identically distributed sampl...
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