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This paper shows an estimation model for residential water consumption using machine learning approach in Korea. We verify the diversifying elements constituting apartment buildings as input datasets for the Back- Propagation Neural Network (BPNN), the most novel supervised learning neural network based model in accordance with the empirical water use data. A water use prediction for residential buildings...
With the concept of projective depth, this paper suggested a methodology for solving the occluding problem that frequently occurs in object tracking. Such occluding solution started with the notion that walking objects are moving on the ground which is 2 dimension
In this paper we consider an extension of context -free Petri Net controlled grammars under parallel firing strategy: instead of a context-free petri net controlled grammars we consider an arbitrary case of Petri Net controlled grammars under parallel strategy. We study two modes of parallel firing called FULL and MAX and investigate their some properties
We are benefitting from the amazing changes taking place in terms of the Information and Communication Technology (ICT) and from the information devices that factored in these changes. As interest on health is increasing, effective monitoring, management, and protocol for the scientific and structured exercises are urgently called for. U-Fitness will be the realistic convergence system. Convergence...
The International Hydrographic Organization (IHO), having recognized the data representation limitations of the S-57 standard, has presented the S-100 standard, which can support a variety of hydrographic-related digital data. In a variety of maritime areas, S-100- based data product specifications currently are being developed. For example, the S-101 Electronic Navigation Chart (ENC) represents a...
Information networks have emerged a major research area in the interest of healthcare. There are several applications in the R&D field of healthcare. Healthcare Network must ensure the reliability and efficiency because it transfer data of health. We consider distributed cloud systems, which deploy IPv6 and agents that are geographically distributed over a large number of locations in a wide-area...
Software-defined networking (SDN) has emerged as one of the future internet technologies. It separates the control plane and the data plane, keeping the data plane simple by assigning the complex computing to the control plane. Active queue management (AQM) has been researched to obtain lower delay and higher throughput. It is noteworthy to have these advantages in SDN. To bring AQM to SDN without...
Digital Forensics, not only for the computers of suspect, needs to collect the various digital evidences especially in many different kinds of mobile devices and operating systems. Moreover, in case of acquiring digital evidences, recovering a deleted file is more meaningful that it can find the concealed evidence by the suspect. In this paper, the phase of deleted file recovery in Tizen operating...
The performance of network intrusion detection systems based on machine learning techniques largely depends on the selected features. However, choosing the optimal subset of features from a given feature set requires extensive computing resources. To tackle this problem we propose an optimal feature selection algorithm based on a local search algorithm. In order to evaluate the performance of our...
Despite numerous developments on security, hacking accident occurs so much on ICT environment. Therefore, in this paper we propose a framework, for security on IoT(Internet of Things), which can identify various devices that participate in the network of the original infra and integrated management on human, device, and platforms
To support integrated development environment (IDE) and/or human-readable profiling messages, we need lots of profiling and debugging messages. These messages should be generated from each of the OpenGL function. Additionally, some debugging extensions are also required to provide more convenience. We first aimed to provide preliminary profiling information from the existing OpenGL ES drivers and/or...
The role of load balancing in wireless sensor networks is to provide a constant and reliable service. Most research imposes mainly on how to maximize the lifetime of the sensor nodes for the load balancing in order to performance and effeteness in the wireless sensor networks. Because the energy consumption is related to lifetime of the sensor nodes and the energy is a strictly limited resource in...
With modern integrated development environment, support for error reporting and debugging features becomes more important. In the case of 3D graphics libraries, the OpenGL (Open Graphics Library) has introduced the KHR_debug extension, and it becomes the core feature of OpenGL version 4.3 and later. In contrast, existing OpenGL family implementations are lack of these features and hard to update the...
Current allocation rates suggest IPv4 exhaustion by approximately 2011. Hence, this paper will lead the way for the acceptance of Internet Protocol version 6 (IPv6) migration in the Philippines using a similar Network Address Translation (NAT) that there is an apparent means to be taken into consideration and NAT IPv6 to IPv4 (NAT64) can be a good choice for computer networks like the Philippines...
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