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

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IJARAI Vol. 4 Issue 7 (2015)

Open Access | | 11 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.

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1

A Minimal Spiking Neural Network to Rapidly Train and Classify Handwritten Digits in Binary and 10-Digit Tasks

Author 1: Amirhossein Tavanaei Author 2: Anthony S. Maida

This paper reports the results of experiments to develop a minimal neural network for pattern classification. The network uses biologically plausible neural and learning mechanisms and is applied to a subset of the MNIST dataset of handwritten digits. The research goal is to assess the classification power of a very… Read full abstract & cite →

Spiking neural networks STDP learning digit recognition adaptive synapse classification
Abstract doi.org/10.14569/IJARAI.2015.040701 PDF
2

An Arabic Natural Language Interface System for a Database of the Holy Quran

Author 1: Khaled Nasser ElSayed

In the time being, the need for searching in the words, objects, subjects, and statistics of words and parts of the Holy Quran has grown rapidly concurrently with the grow of number of Moslems and the huge usage of smart mobiles, tablets and lab tops. Because, databases are used almost… Read full abstract & cite →

Natural Language Processing (NLP) Arabic Question Answering System Morphology Arabic Grammar Database SQL
Abstract doi.org/10.14569/IJARAI.2015.040702 PDF
3

Trend Analysis of Relatively Large Diatoms Which Appear in the Intensive Study Area of the Ariake Sea, Japan in Winter (2011-2015) based on Remote Sensing Satellite Data

Author 1: Kohei Arai Author 2: Toshiya Katano

Behavior of relatively large size of diatoms which appear in the Ariake Sea areas, Japan in winter based on remote sensing satellite data is clarified. Through experiments with Terra and AQUA MODIS data derived chlorophyll-a concentration and truth data of chlorophyll-a concentration together with meteorological data and tidal data which… Read full abstract & cite →

chlorophyl-a concentration red tide diatom sunshine duration ocean winds tidal effect
Abstract doi.org/10.14569/IJARAI.2015.040703 PDF
4

Realistic Rescue Simulation Method with Consideration of Road Network Restrictions

Author 1: Kohei Arai Author 2: Takashi Eguchi

A realistic rescue simulation method with consideration of road network restrictions is proposed. Decision making and emergency communication system play important roles in rescue process when emergency situations happen. The rescue process will be more effective if we have appropriate decision making method and accessible emergency communication system. In this… Read full abstract & cite →

Rescue Simulation for people with disabilities GIS MultiAgent-based Rescue Simulation Auction based Decision Making
Abstract doi.org/10.14569/IJARAI.2015.040704 PDF
5

Relation between Rice Crop Quality (Protein Content) and Fertilizer Amount as Well as Rice Stump Density Derived from Helicopter Data

Author 1: Kohei Arai Author 2: Masanoori Sakashita Author 3: Osamu Shigetomi Author 4: Yuko Miura

Relation between protein content in rice crops and fertilizer amount as well as rice stump density is clarified with a multi-spectral camera data mounted on a radio-wave controlled helicopter. Estimation of protein content in rice crop and total nitrogen content in rice leaves through regression analysis with Normalized Difference Vegetation… Read full abstract & cite →

Rice Crop Rice Leaf Total nitrogen content Protein content NDVI Fertilizer amount Rice stump density
Abstract doi.org/10.14569/IJARAI.2015.040705 PDF
6

Seamless Location Measuring System with Wifi Beacon Utilized and GPS Receiver based Systems in Both of Indoor and Outdoor Location Measurements

Author 1: Kohei Arai

A seamless location measuring system with WiFi beacon utilized and GPS receiver based systems in both of indoor and outdoor location measurements is proposed. Through the experiments in both of indoor and outdoor, it is found that location measurement accuracy is around 2-3 meters for the locations which are designated… Read full abstract & cite →

GPS receiver WiFi beacon seamless location estimation
Abstract doi.org/10.14569/IJARAI.2015.040706 PDF
7

Methods for Wild Pig Identifications from Moving Pictures and Discrimination of Female Wild Pigs based on Feature Matching Methods

Author 1: Kohei Arai Author 2: Indra Nugraha Abdullah Author 3: Kensuke Kubo Author 4: Katsumi Sugawa

Methods for wild pig identifications and discrimination of female wild pigs based on feature matching methods with acquired Near Infrared: NIR moving pictures are proposed. Trials and errors are repeated for identifying wild pigs and for discrimination of female wild pigs through experiments. As a conclusion, feature matching methods with… Read full abstract & cite →

OpenCV Canny filter Template matching Feature matching
Abstract doi.org/10.14569/IJARAI.2015.040707 PDF
8

Changes in Known Statements After New Data is Added

Author 1: Sylvia Encheva

Learning spaces are broadly defined as spaces with a noteworthy bearing on learning. They can be physical or virtual, as well as formal and informal. The formal ones are customary understood to be traditional classrooms or technologically en-hanced active learning classrooms while the informal learning spaces can be libraries, lounges… Read full abstract & cite →

Ordering rules Ordered sets Implications
Abstract doi.org/10.14569/IJARAI.2015.040708 PDF
9

Evaluation of Reception Facilities for Ship-generated Waste

Author 1: Sylvia Encheva

Waste management plans usually address all types of ship-generated waste and cargo residues originating from ships calling at ports. Well developed waste management plan is a serious step towards reduction of the environmental impact of ship-generated waste. Such important and at the same time complex considerations can be supported by… Read full abstract & cite →

Waste management grey theory assessments
Abstract doi.org/10.14569/IJARAI.2015.040709 PDF
10

A Comparison between Regression, Artificial Neural Networks and Support Vector Machines for Predicting Stock Market Index

Author 1: Alaa F. Sheta Author 2: Sara Elsir M. Ahmed Author 3: Hossam Faris

Obtaining accurate prediction of stock index sig-nificantly helps decision maker to take correct actions to develop a better economy. The inability to predict fluctuation of the stock market might cause serious profit loss. The challenge is that we always deal with dynamic market which is influenced by many factors. They… Read full abstract & cite →

Stock Market Prediction S&P 500 Regres-sion Artificial Neural Networks Support Vector Machines.
Abstract doi.org/10.14569/IJARAI.2015.040710 PDF
11

Cogntive Consistency Analysis in Adaptive Bio-Metric Authentication System Design

Author 1: Gahangir Hossain Author 2: Habibah Khan Author 3: Md.Iqbal Hossain

Cognitive consistency analysis aims to continuously monitor one's perception equilibrium towards successful accomplishment of cognitive task. Opposite to cognitive flexibility analysis – cognitive consistency analysis identifies monotone of perception towards successful interaction process (e.g., biometric authentication) and useful in generation of decision support to assist one in need. This study… Read full abstract & cite →

Cognitive authentication Cognitive consistency Fingertip dynamics Maximal Information Coefficient Bivatiate plot
Abstract doi.org/10.14569/IJARAI.2015.040711 PDF
IJARAI Journal Cover