International Center for Scientific Research and Studies

Displaying 1-6 of 6 results

  • White Papers // Nov 2009

    Ant Colony Optimization: A Modified Version

    Antnet is an agent based routing algorithm based on real ants' behavior. In real life, ants drop some kind of chemical substances to mark the path that they used. Then on their way back they choose the path with the highest pheromones which becomes the shortest path. Ants in antnet...

    Provided By International Center for Scientific Research and Studies

  • White Papers // Nov 2009

    Face Recognition Using FSS-DSOP for Small Sample Size Problem With Illumination Variations

    In this paper, the authors propose a method termed as Face-Specific Subspace DCT Sign Only Product (FSS - DSOP), for face recognition. The proposed method is based on Face-Specific Subspace (FSS) technique using Discrete Cosine Transform (DCT) sign only product as similarity measure. The proposed approach aims to improve the...

    Provided By International Center for Scientific Research and Studies

  • White Papers // Nov 2009

    Enhancement of the Face Recognition Using a Modified Fourier-Gabor Filter

    A modified Fourier-Gabor filter is used to enhance the classification rate of the face recognition. To verify the effectiveness of the proposed method, five well known methods are applied to four datasets; the methods are implemented without and with the suggested filter. The datasets consist of varying lighting conditions, different...

    Provided By International Center for Scientific Research and Studies

  • White Papers // Nov 2009

    Advances of Soft Computing Methods in Edge Detection

    Artificial Intelligence (AI) techniques are now commonly used to solve complex and ill-defined problems. AI a broad field and will bring different meanings for different people. John McCarthy would probably use AI as "Computational intelligence", while Zadeh claimed that computational intelligence is actually Soft Computing (SC) techniques. Regardless of its...

    Provided By International Center for Scientific Research and Studies

  • White Papers // Jul 2009

    Modular Weightless Neural Network Architecture for Intelligent Navigation

    The standard Multi Layer Perceptron Neural Network (MLPNN) type has various drawbacks, one of which is training requires repeated presentation of training data, which often results in very long learning time. An alternative type of network, almost unique, is the Weightless Neural Network (WNNs) this is also called n-tuple networks...

    Provided By International Center for Scientific Research and Studies

  • White Papers // Jul 2009

    Intelligent Alert Clustering Model for Network Intrusion Analysis

    As security threats change and advance in a drastic way, most of the organizations implement multiple Network Intrusion Detection Systems (NIDSs) to optimize detection and to provide comprehensive view of intrusion activities. But NIDSs trigger a massive amount of alerts even for a day and overwhelmed security experts. Thus, automated...

    Provided By International Center for Scientific Research and Studies

  • White Papers // Jul 2009

    Modular Weightless Neural Network Architecture for Intelligent Navigation

    The standard Multi Layer Perceptron Neural Network (MLPNN) type has various drawbacks, one of which is training requires repeated presentation of training data, which often results in very long learning time. An alternative type of network, almost unique, is the Weightless Neural Network (WNNs) this is also called n-tuple networks...

    Provided By International Center for Scientific Research and Studies

  • White Papers // Jul 2009

    Intelligent Alert Clustering Model for Network Intrusion Analysis

    As security threats change and advance in a drastic way, most of the organizations implement multiple Network Intrusion Detection Systems (NIDSs) to optimize detection and to provide comprehensive view of intrusion activities. But NIDSs trigger a massive amount of alerts even for a day and overwhelmed security experts. Thus, automated...

    Provided By International Center for Scientific Research and Studies

  • White Papers // Nov 2009

    Ant Colony Optimization: A Modified Version

    Antnet is an agent based routing algorithm based on real ants' behavior. In real life, ants drop some kind of chemical substances to mark the path that they used. Then on their way back they choose the path with the highest pheromones which becomes the shortest path. Ants in antnet...

    Provided By International Center for Scientific Research and Studies

  • White Papers // Nov 2009

    Face Recognition Using FSS-DSOP for Small Sample Size Problem With Illumination Variations

    In this paper, the authors propose a method termed as Face-Specific Subspace DCT Sign Only Product (FSS - DSOP), for face recognition. The proposed method is based on Face-Specific Subspace (FSS) technique using Discrete Cosine Transform (DCT) sign only product as similarity measure. The proposed approach aims to improve the...

    Provided By International Center for Scientific Research and Studies

  • White Papers // Nov 2009

    Enhancement of the Face Recognition Using a Modified Fourier-Gabor Filter

    A modified Fourier-Gabor filter is used to enhance the classification rate of the face recognition. To verify the effectiveness of the proposed method, five well known methods are applied to four datasets; the methods are implemented without and with the suggested filter. The datasets consist of varying lighting conditions, different...

    Provided By International Center for Scientific Research and Studies

  • White Papers // Nov 2009

    Advances of Soft Computing Methods in Edge Detection

    Artificial Intelligence (AI) techniques are now commonly used to solve complex and ill-defined problems. AI a broad field and will bring different meanings for different people. John McCarthy would probably use AI as "Computational intelligence", while Zadeh claimed that computational intelligence is actually Soft Computing (SC) techniques. Regardless of its...

    Provided By International Center for Scientific Research and Studies