IJARAI Vol. 3 Issue 10 (2014)

Open Access | | 7 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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A Hybrid Reduction Approach for Enhancing Cancer Classification of Microarray Data

Author 1: Abeer M. Mahmoud Author 2: Basma A.Maher

This paper presents a novel hybrid machine learning (ML)reduction approach to enhance cancer classification accuracy of microarray data based on two ML gene ranking techniques (T-test and Class Separability (CS)). The proposed approach is integrated with two ML classifiers; K-nearest neighbor (KNN) and support vector machine (SVM); for mining microarray… Read full abstract & cite →

Mining Microarray data Cancer classification SVM

Abstract doi.org/10.14569/IJARAI.2014.031001 PDF

Discrimination of EEG-Based Motor Imagery Tasks by Means of a Simple Phase Information Method

Author 1: Ana Loboda Author 2: Alexandra Margineanu Author 3: Gabriela Rotariu Author 4: Anca Mihaela Lazar

We propose an off-line analysis method in order to discriminate between motor imagery tasks manipulated in a brain computer interface system. A measure of large-scale synchronization based on phase locking value is established. The results indicate that it can take advantage of the phase synchrony between scalp-recorded EEG activity in… Read full abstract & cite →

brain computer interface motor imagery task electroencephalogram phase locking value

Abstract doi.org/10.14569/IJARAI.2014.031002 PDF

Parameter optimization for intelligent phishing detection using Adaptive Neuro-Fuzzy

Author 1: P. A. Barraclough Author 2: G. Sexton Author 3: M.A. Hossain Author 4: N. Aslam

Phishing attacks has been growing rapidly in the past few years. As a result, a number of approaches have been proposed to address the problem. Despite various approaches proposed such as feature-based and blacklist-based via machine learning techniques, there is still a lack of accuracy and real-time solution. Most approaches… Read full abstract & cite →

FIS Intelligent phishing detection fuzzy inference system neuro-fuzzy

Abstract doi.org/10.14569/IJARAI.2014.031003 PDF

FlexRFID: A Security and Service Control Policy-Based Middleware for Context-Aware Pervasive Computing

Author 1: Mehdia Ajana El Khaddar Author 2: Mhammed Chraibi Author 3: Hamid Harroud Author 4: Mohammed Boulmalf Author 5: Mohammed Elkoutbi Author 6: Abdelilah Maach

Ubiquitous computing targets the provision of seamless services and applications by providing an environment that involves a variety of devices having different capabilities. The design of applications in these environments needs to consider the heterogeneous devices, applications preferences, and rapidly changing contexts. RFID and WSN technologies are widely used in… Read full abstract & cite →

RFID Middleware WSN Ubiquitous Pervasive Computing FlexRFID Policy-Based Security Healthcare access control

Abstract doi.org/10.14569/IJARAI.2014.031004 PDF

Modelling and Simulation of a Biometric Identity-Based Cryptography

Author 1: Dania Aljeaid Author 2: Xiaoqi Ma Author 3: Caroline Langensiepen

Government information is a vital asset that must be kept in a trusted environment and efficiently managed by authorised parties. Even though e-Government provides a number of advantages, it also introduces a range of new security risks. Sharing confidential and top-secret information in a secure manner among government sectors tends… Read full abstract & cite →

e-Government identity-based cryptosystem biometrics mutual authentication finite-state machine Petri net.

Abstract doi.org/10.14569/IJARAI.2014.031005 PDF

A real time OCSVM Intrusion Detection module with low overhead for SCADA systems

Author 1: Leandros A. Maglaras Author 2: Jianmin Jiang

In this paper we present a intrusion detection module capable of detecting malicious network traffic in a SCADA (Supervisory Control and Data Acquisition) system. Malicious data in a SCADA system disrupt its correct functioning and tamper with its normal operation. OCSVM (One-Class Support Vector Machine) is an intrusion detection mechanism… Read full abstract & cite →

SCADA systems OCSVM intrusion detection

Abstract doi.org/10.14569/IJARAI.2014.031006 PDF

Developing a Mathematical Model to Detect Diabetes Using Multigene Genetic Programming

Author 1: Ahlam A Sharief Author 2: Alaa Sheta

Diabetes Mellitus is one of the deadly diseases growing at a rapid rate in the developing countries. Diabetes Mellitus is being one of the major contributors to the mortality rate. It is the sixth reason for death worldwide. Early detection of the disease is highly recommended. This paper attempts to… Read full abstract & cite →

Diabetes Classification Genetic Programming Pima Indian data

Abstract doi.org/10.14569/IJARAI.2014.031007 PDF

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