Facebook pixel tracking

The Science and Information (SAI) Organization publishes open-access peer-reviewed journals in computer science and artificial intelligence.

Contact Info
Email info@thesai.org
Website thesai.org
Follow Us
Contact Info
Email info@thesai.org
Follow Us

IJARAI Vol. 5 Issue 8 (2016)

Open Access | | 4 papers

Copyright Statement: This is an open access publication licensed under a Creative Commons Attribution 4.0 International License, which permits unrestricted use, distribution, and reproduction in any medium, even commercially as long as the original work is properly cited.

Download Full Issue
1

Improved Framework for Breast Cancer Detection using Hybrid Feature Extraction Technique and FFNN

Author 1: Ibrahim Mohamed Jaber Alamin Author 2: W. Jeberson Author 3: H K Bajaj

Breast Cancer early detection using terminologies of image processing is suffered from the less accuracy performance in different automated medical tools. To improve the accuracy, still there are many research studies going on different phases such as segmentation, feature extraction, detection, and classification. The proposed framework is consisting of four… Read full abstract & cite →

Breast Cancer Preprocessing Segmentation Region Growing Noise Removal Filtering Orientation Gradient Magnitude Higher Order Statistics FFNN
Abstract doi.org/10.14569/IJARAI.2016.050801 PDF
2

Method for 3D Image Representation with Reducing the Number of Frames based on Characteristics of Human Eyes

Author 1: Kohei Arai

Method for 3D image representation with reducing the number of frames based on characteristics of human eyes is proposed together with representation of 3D depth by changing the pixel transparency. Through experiments, it is found that the proposed method allows reduction of the number of frames by the factor of… Read full abstract & cite →

3D image representation Volume rendering NTSC image display
Abstract doi.org/10.14569/IJARAI.2016.050802 PDF
3

Sensitivity Analysis of Aerosol Parameter Estimations with Measured Solar Direct and Diffuse Irradiance

Author 1: Kohei Arai

Sensitivity analysis of aerosol parameter (refractive index which consists of real and imaginary parts, size distribution which is represented by Junge parameter) estimations with measured solar direct and diffuse irradiance is made. Through experiments with the measured solar direct and diffuse irradiance, it is found that the results from the… Read full abstract & cite →

Aerosol Atmospheric optical depth Solar irradiance Solar direct Solar diffuse Aereole Junge parameter Size distribution Real and imaginary parts of refractive index
Abstract doi.org/10.14569/IJARAI.2016.050803 PDF
4

Information-Theoretic Active SOM for Improving Generalization Performance

Author 1: Ryotaro Kamimura

In this paper, we introduce a new type of information-theoretic method called “information-theoretic active SOM”, based on the self-organizing maps (SOM) for training multi-layered neural networks. The SOM is one of the most important techniques in unsupervised learning. However, SOM knowledge is sometimes ambiguous and cannot be easily interpreted. Thus… Read full abstract & cite →

SOM Labeled and Unlabeled Supervised and Unsupervised Generalization Interpretation
Abstract doi.org/10.14569/IJARAI.2016.050804 PDF
IJARAI Journal Cover