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The aim of the paper is to obtain high quality of image upscaling for noisy images that are typical in medical image processing. A new training scenario for convolutional neural network based image up...
When something unexpected happens in a large production system,administrators must first perform a search to isolate which components and component interactions are likely to be involved. The system m...
We present an online, scalable method for inferring the interactions among the components of large production systems.We validate our approach on more than 1.3 billion lines of log files from eight un...
In this thesis, we consider instances of component failure in the Internet and in networked cyber-physical systems, such as the communication network used by the modern electric power grid (termed the...
This paper uses the component-based technology and the object oriented simulation technology to analyze the UUV navigation and control integration simulation system. We divide the system into componen...
This paper suggests a component-based software development framework for 3rd party logistics (3PL) business. This framework integrates two engineering methodologies in order to identify the most reusa...
We propose an ontology-based approach to model dynamic component systems. Component collabo -rations are described as the provision and consumption of typed resources. We are particularly interested i...
Image quality assessment (IQA) is a crucial technique in perceptual image/video coding, because it is not only a ruler for performance evaluation of coding algorithms but also a metric for ratio-disto...
Screening mammograms is a repetitive task that causes fatigue and eye strain since for every thousand cases analyzed by a radiologist, only 3–4 are cancerous and thus an abnormality may be overlooked....
Recently, 2DPCA and its variants have attracted much attention in face recognition area. In this paper, some efforts are made to discover the underlying fundaments of these methods, and a novel framew...
Recently, 2DPCA and its variants have attracted much attention in face recognition area. In this paper, some efforts are made to discover the underlying fundaments of these methods, and a novel framew...
The increasing complexity of software development based on peer to peer networks makes necessary the creation of new frameworks in order to simplify the developer’s task. Additionally, some applica...
In this article, we present a practical analysis approach that makes use of the modular nature of component-based designs to alleviate the state space explosion problem, a well-known obstacle to syste...

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