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  • Authors: Yan Wang; Wenjun Su; Huali Liu;

    The traditional LDA algorithm is used to seek the optimal distinguishing vector spaces, but it only considers the global structure of samples. The LPP algorithm can preserve the local structure of data very well, however, its projection direction is likely to cause the class overlap when applied to the facial expression recognition which is one of the multiple-classification problems. To resolve the class overlap problem, this paper presents a new Linear Discriminant Locality Preserving Analysis (LDLPA) algorithm which takes full advantage of LDA and LPP for facial expression recognition. It utilizes the strong discriminative superiority of LDA to find the optimal distinguish vector space and joins the thinking of LPP to preserve the neighborhood relationship among the data points. By reconstructing the between-class scatter and minimizing within-class scatter of LDLPA objective function, it makes the sample points of different classes be away from each other and the sample points of same classes be close to each other to get the optimal discriminative features. Finally, the validity of LDLPA is verified by the experiments on JAFFE and Cohn-Kanade facial expression databases.

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  • image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
    Authors: Parshant Tyagi; Navdeep Aggarwal; Bhanu P. Dubey; Emmanuel S. Pilli;

    The Health Insurance Portability and Accountability Act (HIPAA) privacy and security regulations are two crucial provisions in the protection of healthcare data. Governance, compliance and auditing are becoming as important pedagogical subjects as long established financial auditing and financial control. Designing sound IT governance, compliance, and auditing is a challenging task. This paper elaborates the concept of HIPAA compliance in cloud computing by taking a look at the history and dynamics. Cloud computing changes the astir of certain parts of HIPAA Security requirements. We briefly describe the cyber warfare as a premise to enforce the reasons for complying with government regulations for information systems. We discuss the compliance issues of HIPAA with specific reference to cloud computing.

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  • Authors: Yufan Yang; Hong Peng; Yang Jiang; Xiaoli Huang; +1 Authors

    Due to the reason of iterative calculation, there are some drawbacks for existing image segmentation methods based on region growing, such as large computation cost and low real-timing. Membrane computing is a novel class of computing models inspired by the structure and function of living cells, also known as P systems, which have the advantage of distributed and parallel computing. In order to overcome the drawbacks of existing image segmentation methods based on region growing, a regionbased image segmentation method based on P systems is proposed in this paper. A tissue-like P system designed specially applies evolution rules and communication rules to achieve an adaptive region growing for image segmentation. The proposed image segmentation method based on tissue-like P systems is evaluated in several standard gray-scale images and compared with the traditional image segmentation method based on region growing.

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    Authors: L. M. Nithya; A. Shanmugam;

    computing was used only in scientific laboratories for many years. Only during the last few years, it is evolving into a business-innovating technology that is driving commercial adoption. In this paper, a Grid-based multimedia application for the distributed tailoring and streaming of media files is proposed. An innovative multimedia data dissemination strategy, based on the Fibonacci series, is used. To respond to the quality-of-service (QoS) requirements, soft real-time applications, a new architecture is presented. Such architecture is able to manage the Grid resource allocation effectively. Technical and practical problems encountered during the development are discussed, and a thorough performance evaluation of the developed prototype is presented. The developed application is found to be better than the existing architectures.

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    Authors: Ming Huang Guo; Der-Jiunn Deng; Horng Twu Liaw; Jong Hyuk Park;
    image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/ The Knowledge Engine...arrow_drop_down
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    The Knowledge Engineering Review
    Article . 2014 . Peer-reviewed
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      The Knowledge Engineering Review
      Article . 2014 . Peer-reviewed
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  • image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao
    Authors: Michal Bidlo;

    The paper presents a special technique, called conditionally matching rules, for the representation of transition functions of cellular automata and its application to the evolutionary design of complex emergent behaviour. The square calculation in one-dimensional cellular automata and the problem of designing replicating loops in two-dimensional cellular automata will be treated as case studies. It will be shown that the evolutionary algorithm in combination with the conditionally matching rules is able to successfully solve these tasks and provide some innovative results in comparison with the existing solutions. The results represent successful solutions of problems in cellular automata discovered using conditionally matching rules, for which the utilisation of conventional techniques has failed. Original publication: M. Bidlo, "On Routine Evolution of Complex Cellular Automata," in IEEE Transactions on Evolutionary Computation, vol.PP, no.99, doi: 10.1109/TEVC.2016.2516242, URL: http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=7377086&isnumber=4358751

    image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao https://doi.org/10.1...arrow_drop_down
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    https://doi.org/10.1145/290896...
    Conference object . 2016 . Peer-reviewed
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      image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao https://doi.org/10.1...arrow_drop_down
      image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao
      https://doi.org/10.1145/290896...
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    Authors: Harnam Singh; Preet Pal;

    Monte Carlo method is used in this paper to test the software reliability. The Monte Carlo method is a technique that can be used to solve mathematical or statistical problems. Monte Carlo simulation uses frequent sampling to determine the properties of some phenomenon. There have been very rare uses of such simulation methods for software testing. This paper provides an accurate algorithm for testing software based on Monte Carlo Methods. The results would decide the percentage reliability of the software. This scheme has a number of applications in financial analysis, Econometric, statistics, software testing, fault detection in circuits and many more.

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  • Authors: Gaciarz, Matthis; Aknine, Samir; Bhouri, Neila;

    The increasing communication abilities of vehicles and recent advances in artificial intelligence allow new solutions to be considered for traffic regulation, based on real-time information and distributed cooperative decision-making models. However, current techniques do not consider all the travel history and information of the vehicules. In this paper, we propose an automated negotiation mechanism with policies (along with specialized variants), which enables a distributed regulation of the right-of-way of the vehicles at an intersection, based on the travel context and the constraints of each vehicle. To account for the regulation needs, the technique employs a novel and generic negotiation model. Our simulations show that the proposed mechanism can increase the efficiency of the regulation.

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    Authors: K. Kalaiselvi; H. Mangalam;

    With the growing importance of electronic products in day-today life, the need for portable electronic products with low power consumption largely increases. In this paper, an area efficient high speed and low power Multiply Accumulator unit (MAC) with carry look-ahead adder (CLA) as final adder is being designed. In the same MAC architecture design in final adder stage of partial product unit the carry save adder(CSA), carry select adder(CSLA) and carry skip adder(CSKPA) are also used instead of CLA to compare the power and performance. These MAC designs were simulated and synthesized using Xilinx 8.1. The simulation result shows that the MAC design with CLA has area reducing by 16.7%, speed increase by 1.95% and the consumed power reducing by 0.5%.

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    Authors: Komal Juneja; Akash Tayal;

    Ultrasound Imaging is primary modality in the diagnosis of many diseases. Compared to other imaging techniques ultrasound imaging owes its great popularity to the fact that it is safe and noninvasive procedure for visualizing the heart, vasculature, abdomen, fetal monitoring etc. Ultrasound images are degraded by intrinsic artifacts called speckle which is result of constructive and destructive coherent summation of ultrasound echoes. In ultrasound imaging if a relative motion exist (subject moves from its position) during imaging the recorded image will be blurred. This effect can be expressed by an impulse response in received echo pulses and respective image restoration is made possible by a post recording process. In this paper we proposed the method to remove the blurring and additive speckle noise is removed by curvelet transform domain which uses cycle spinning.

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  • Authors: Yan Wang; Wenjun Su; Huali Liu;

    The traditional LDA algorithm is used to seek the optimal distinguishing vector spaces, but it only considers the global structure of samples. The LPP algorithm can preserve the local structure of data very well, however, its projection direction is likely to cause the class overlap when applied to the facial expression recognition which is one of the multiple-classification problems. To resolve the class overlap problem, this paper presents a new Linear Discriminant Locality Preserving Analysis (LDLPA) algorithm which takes full advantage of LDA and LPP for facial expression recognition. It utilizes the strong discriminative superiority of LDA to find the optimal distinguish vector space and joins the thinking of LPP to preserve the neighborhood relationship among the data points. By reconstructing the between-class scatter and minimizing within-class scatter of LDLPA objective function, it makes the sample points of different classes be away from each other and the sample points of same classes be close to each other to get the optimal discriminative features. Finally, the validity of LDLPA is verified by the experiments on JAFFE and Cohn-Kanade facial expression databases.

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  • image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
    Authors: Parshant Tyagi; Navdeep Aggarwal; Bhanu P. Dubey; Emmanuel S. Pilli;

    The Health Insurance Portability and Accountability Act (HIPAA) privacy and security regulations are two crucial provisions in the protection of healthcare data. Governance, compliance and auditing are becoming as important pedagogical subjects as long established financial auditing and financial control. Designing sound IT governance, compliance, and auditing is a challenging task. This paper elaborates the concept of HIPAA compliance in cloud computing by taking a look at the history and dynamics. Cloud computing changes the astir of certain parts of HIPAA Security requirements. We briefly describe the cyber warfare as a premise to enforce the reasons for complying with government regulations for information systems. We discuss the compliance issues of HIPAA with specific reference to cloud computing.

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  • Authors: Yufan Yang; Hong Peng; Yang Jiang; Xiaoli Huang; +1 Authors

    Due to the reason of iterative calculation, there are some drawbacks for existing image segmentation methods based on region growing, such as large computation cost and low real-timing. Membrane computing is a novel class of computing models inspired by the structure and function of living cells, also known as P systems, which have the advantage of distributed and parallel computing. In order to overcome the drawbacks of existing image segmentation methods based on region growing, a regionbased image segmentation method based on P systems is proposed in this paper. A tissue-like P system designed specially applies evolution rules and communication rules to achieve an adaptive region growing for image segmentation. The proposed image segmentation method based on tissue-like P systems is evaluated in several standard gray-scale images and compared with the traditional image segmentation method based on region growing.

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    Authors: L. M. Nithya; A. Shanmugam;

    computing was used only in scientific laboratories for many years. Only during the last few years, it is evolving into a business-innovating technology that is driving commercial adoption. In this paper, a Grid-based multimedia application for the distributed tailoring and streaming of media files is proposed. An innovative multimedia data dissemination strategy, based on the Fibonacci series, is used. To respond to the quality-of-service (QoS) requirements, soft real-time applications, a new architecture is presented. Such architecture is able to manage the Grid resource allocation effectively. Technical and practical problems encountered during the development are discussed, and a thorough performance evaluation of the developed prototype is presented. The developed application is found to be better than the existing architectures.

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  • image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
    Authors: Ming Huang Guo; Der-Jiunn Deng; Horng Twu Liaw; Jong Hyuk Park;
    image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/ The Knowledge Engine...arrow_drop_down
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    The Knowledge Engineering Review
    Article . 2014 . Peer-reviewed
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      image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao
      The Knowledge Engineering Review
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