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Open AccessA resource scheduling method for cloud data centers based on thermal management
With the rapid growth of cloud computing services, the high energy consumption of cloud data centers has become a critical concern of the cloud computing society. While virtual machine (VM) consolidation is of...
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Article
Deep-profiling: a deep neural network model for scholarly Web user profiling
Scholarly big data refer to the rapidly growing scholarly source of information, including a large number of authors, papers, and massive scale scholarly networks. Extracting the profile attributes for Web use...
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Article
HCIndex: a Hilbert-Curve-based clustering index for efficient multi-dimensional queries for cloud storage systems
With the rapid development of the Internet of Things and cloud computing, HBase has become a good choice for massive data storage, and is efficient in reading and writing data. However, HBase is not supportive...
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Article
ARBEE: Towards Automated Recognition of Bodily Expression of Emotion in the Wild
Humans are arguably innately prepared to comprehend others’ emotional expressions from subtle body movements. If robots or computers can be empowered with this capability, a number of robotic applications beco...
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Article
A microservice-based architecture for enhancing the user experience in cross-device distributed mashup UIs with multiple forms of interaction
Mobility and continuous connection entail the emergence of heterogeneous devices with multiple forms of interaction. However, it is challenging for developers and corporations to keep up with the devices and p...
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Article
A Linear Time Self-stabilizing Algorithm for Minimal Weakly Connected Dominating Sets
In this paper, we propose a new self-stabilizing algorithm for minimal weakly connected dominating sets (called algorithm $$\mathtt{MW...
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Article
Open AccessG-Bean: an ontology-graph based web tool for biomedical literature retrieval
Currently, most people use NCBI's PubMed to search the MEDLINE database, an important bibliographical information source for life science and biomedical information. However, PubMed has some drawbacks that mak...
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Article
Open AccessAutomatic diagnosis of melanoma using machine learning methods on a spectroscopic system
Early and accurate diagnosis of melanoma, the deadliest type of skin cancer, has the potential to reduce morbidity and mortality rate. However, early diagnosis of melanoma is not trivial even for experienced d...
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Article
OSCAR: On-Site Composition and Aesthetics Feedback Through Exemplars for Photographers
In this paper we describe a comprehensive system to enhance the aesthetic quality of the photographs captured by the mobile consumers. The system, named OSCAR, has been designed to provide on-site composition ...
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Article
Automatic image semantic interpretation using social action and tagging data
The plethora of social actions and annotations (tags, comments, ratings) from online media sharing Websites and collaborative games have induced a paradigm shift in the research on image semantic interpretatio...
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Article
Open AccessSHIRAZ: an automated histology image annotation system for zebrafish phenomics
Histological characterization is used in clinical and research contexts as a highly sensitive method for detecting the morphological features of disease and abnormal gene function. Histology has recently been ...
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Article
Automated analysis of images in documents for intelligent document search
Authors use images to present a wide variety of important information in documents. For example, two-dimensional (2-D) plots display important data in scientific publications. Often, end-users seek to extract ...
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Article
Machine annotation and retrieval for digital imagery of historical materials
Annotating digital imagery of historical materials for the purpose of computer-based retrieval is a labor-intensive task for many historians and digital collection managers. We have explored the possibilities ...
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Article
Digital imagery for significant cultural and historical materials
Digital imagery for significant cultural and historical materials is an emerging research field that bridges people, culture, and technologies. In this paper, we first discuss the great importance of this fiel...
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Article
2PSM: an efficient framework for searching video information in a limited-bandwidth environment
We present a novel technique, called 2-Phase Service Model, for streaming videos to home users in a limited-bandwidth environment. This scheme first delivers some number of non-adjacent data fragments to the cli...