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This paper presents the forecasting algorithms for determining the electricity usage and operation status of residential heating, ventilating, and air conditioning (HVAC) systems. Two algorithms are presented based on what types of measured data can be received by the home energy management system (HEMS). Algorithm 1 is developed assuming only HVAC status is available to forecast the future HVAC usage...
Sequences lacking molecular function annotations have limited research value, so automated approaches for annotating molecular function are used to smooth over this deficiency. Whereas massive erroneous prediction results that may reduce the reliability and utility of these methods is non-ignorable in protein function prediction. Approaches combined phylogenomics and mathematical inference have been...
Privacy is an increasingly cited concept in the large-scale deployment of web services in pervasive computing. The necessity of putting data-owners' personal information online and unwanted intentions to access data-owners' information augment the risk of privacy disclosure. To address this problem, we propose a policy-based privacy protection mechanism that protects personal information by policy...
Encryption and watermarking are the most common techniques used to protect copyrighted multimedia content, but both have many limitations. Mediaprinting offers a reproducible and reliable alternative for digital rights management and related applications on the Internet.
With the component-based development becoming the mainstream of software development, original component technologies focusing on describing the static information of components like interfaces and interactions seems to be weak in today's distributed and open software environment. In this paper we propose a new component model with component's behavior introduced in, supporting a flexible and extendable...
Location Based Service (LBS) is one kind of ubiquitous applications whose functions are based on the locations of clients. The core of LBS is an effective positioning system. As wireless LAN (WLAN) costs less and is easy to access, using WLAN for indoor positioning has been widely studied recently. K nearest neighbors (KNN) is one of the basic deterministic fingerprint based algorithms and widely...
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