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Chapter and Conference Paper
Monte Carlo Based Incremental PageRank on Evolving Graphs
Computing PageRank for enormous and frequently evolving real-world network consumes sizable resource and comes with large computational overhead. To address this problem, IMCPR, an incremental PageRank algorit...
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Chapter and Conference Paper
Mining Drug Properties for Decision Support in Dental Clinics
The rise of polypharmacy requires from health providers an awareness of a patient’s drug profile before prescribing. Existing methods to extract information on drug interactions do not integrate with the patie...
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Chapter and Conference Paper
Parallel Visual Assessment of Cluster Tendency on GPU
Determining the number of clusters in a data set is a critical issue in cluster analysis. The Visual Assessment of (cluster) Tendency (VAT) algorithm is an effective tool for investigating cluster tendency, wh...
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Chapter and Conference Paper
A Fast Fourier Transform-Coupled Machine Learning-Based Ensemble Model for Disease Risk Prediction Using a Real-Life Dataset
The use of intelligent technologies in clinical decision making have started playing a vital role in improving the quality of patients’ life and hel** in reduce cost and workload involved in their daily heal...
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Chapter and Conference Paper
Efficient Bi-level Variable Selection and Application to Estimation of Multiple Covariance Matrices
Variable selection plays an important role in analyzing high dimensional data. When the data possesses certain group structures in which individual variables are also meaningful scientifically, we are naturall...
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Chapter and Conference Paper
Sensitive Edges Protection in Social Networks
With the increasing popularity of online social networks, such as twitter and weibo, privacy preserving publishing of social network data has raised serious concerns. In this paper, we focus on the problem of ...
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Chapter and Conference Paper
Reverse Top-k Group Nearest Neighbor Search
This paper identifies and solves a novel query, namely, R everse Top- k G roup N earest N ...
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Chapter and Conference Paper
EasyControl: Improve Database Throughput under Overloading
When facing big data, overloading in database usually occurs, leading to the decline in performance. This is a problem that has been studying for long but still not completely solved yet. Preventing overloadin...
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Chapter and Conference Paper
RGH: An Efficient RSU-Aided Group-Based Hierarchical Privacy Enhancement Protocol for VANETs
VANETs are gaining significant prominence from both academia and industry in recent years. In this paper, we introduce an Efficient RSU-aided Group-based Hierarchical Privacy Enhancement Protocol for VANETs. T...
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Chapter
Personalized Privacy Preservation
Unlike conventional methods that exert the same amount of privacy control over all the tuples in the microdata, personalized privacy preservation applies various degrees of protection to different tuples, subject...