Intelligent Systems in Science and Information 2014: Extended and Selected Results from the Science and Information Conference 2014

412 Pages·2015·17.443 MB·English

by  Kohei Arai, Supriya Kapoor, Rahul Bhatia (eds.)

Studies in Computational Intelligence 591
Kohei Arai
Supriya Kapoor
Rahul Bhatia Editors
Intelligent
Systems in Science
and Information
2014
Studies in Computational Intelligence
Volume 591
Series editor
Janusz Kacprzyk, Polish Academy of Sciences, Warsaw, Poland
e-mail: [email protected]
About this Series
The series “Studies in Computational Intelligence” (SCI) publishes new develop-
ments and advances in the various areas of computational intelligence—quickly
and with a high quality. The intent is to cover the theory, applications, and design
methods of computational intelligence, as embedded in the fields of engineering,
computer science, physics and life sciences, as well as the methodologies behind
them. The series contains monographs, lecture notes and edited volumes in
computational intelligence spanning the areas of neural networks, c onnectionist
systems, genetic algorithms, evolutionary computation, artificial intelligence,
cellular automata, self-organizing systems, soft computing, fuzzy systems, and
hybrid intelligent systems. Of particular value to both the contributors and the
readership are the short publication timeframe and the world-wide distribution,
which enable both wide and rapid dissemination of research output.
More information about this series at http://www.springer.com/series/7092
Kohei Arai · Supriya Kapoor · Rahul Bhatia
Editors
Intelligent Systems
in Science and Information
2014
Extended and Selected Results
from the Science and Information
Conference 2014
1 3
Editors
Kohei Arai Rahul Bhatia
Graduate School of Science The Science and Information (SAI)
and Engineering Organization
Saga University London
Saga UK
Japan
Supriya Kapoor
The Science and Information (SAI)
Organization
London
UK
ISSN 1860-949X ISSN 1860-9503 (electronic)
Studies in Computational Intelligence
ISBN 978-3-319-14653-9 ISBN 978-3-319-14654-6 (eBook)
DOI 10.1007/978-3-319-14654-6
Library of Congress Control Number: 2014960230
Springer Cham Heidelberg New York Dordrecht London
© Springer International Publishing Switzerland 2015
This work is subject to copyright. All rights are reserved by the Publisher, whether the whole or part
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recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission
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The use of general descriptive names, registered names, trademarks, service marks, etc. in this
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from the relevant protective laws and regulations and therefore free for general use.
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Printed on acid-free paper
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Preface
The Science and Information (SAI) Organization (www.thesai.org) is an international
professional organization dedicated to promoting research, technology, and develop-
ment by providing multiple platforms for collaboration of professionals and researchers
to share existing and generate new knowledge.
Each year, SAI is responsible for organizing its annual conference, Science and
Information Conference. The conference brings together some of the most devoted
minds in the industry to share ideas and showcase achievements. These confer-
ences are a place for researchers to promote and defend their work based on its
merits. In addition to giving researchers a place to present their findings and data,
these conferences are also used to help increase public engagement with science
and community. The keynote talks are published on YouTube for the general popu-
lous to view in order to gain understanding of some of the advancements that are
taking place.
SAI Conference 2014 was an overwhelming success, attracting 190 delegates,
+
speakers, and sponsors from 50 countries and provided great intellectual and social
interaction for the participants. The inspiring keynote speeches and the state-of-
the-art lectures have deeply motivated attendees and envisioned future research
directions.
The conference was held in London from August 27–29 in 2014. In this book,
we have invited 25 of the main contributors to this conference in the domain of
Intelligent Systems and Artificial Intelligence to expand on their presentations and
represent their work as a book chapter. Selected papers were invited to extend and
submit them for a complete new review process for consideration. The final deci-
sion for the inclusion in the special issue has been strictly based on the outcome of
the review process. The objective of the special issue is to make available recent
results and report in-progress research in the field of computational intelligence.
We hope the reader interested in the field will find this book stimulating, leading
to even more contributions to the next conference.
v
vi Preface
We take this opportunity to thank authors, presenters, participants, keynote
speakers, session chairs, organizing committee members, student volunteers,
program committee members, steering committee members, and people in other
various roles for their very valuable activity performed with great dedication and
competence, adapting to several innovative procedures and reacting swiftly.
Kohei Arai
Supriya Kapoor
Rahul Bhatia
Contents
Computer Input by Human Eyes Only and It’s Applications ........... 1
Kohei Arai
New Ideas for Brain Modelling 2 .................................. 23
Kieran Greer
Neural-like Growing Networks the Artificial Intelligence
Basic Structure ................................................ 41
Vitaliy Yashchenko
Detection of Privilege Abuse in RBAC Administered Database ......... 57
Udai Pratap Rao and Nikhil Kumar Singh
Learning-Based Leaf Image Recognition Frameworks ................ 77
Jou-Ken Hsiao, Li-Wei Kang, Ching-Long Chang and Chih-Yang Lin
Massively Parallel Feature Selection Based on Ensemble
of Filters and Multiple Robust Consensus Functions
for Cancer Gene Identification ................................... 93
Anouar Boucheham and Mohamed Batouche
Relationship Discovery and Navigation in Big Graphs ................ 109
Ján Mojžiš and Michal Laclavík
A Fuzzy System for Three-Factor, Non-textual Authentication ......... 125
James Stockdale, Alex Vakaloudis, Juan Manuel Escaño,
Jian Liang and Brian Cahill
Efficient Graph-Based Volumetric Segmentation .................... 139
Dumitru Dan Burdescu, Marius Brezovan, Liana Stanescu
and Cosmin Stoica Spahiu
vii
viii Contents
A Hybrid Intelligent System in Cultural Intelligence ................. 163
Zhao Xin Wu and Li Zhou
Semantic-Based Recommender System with Human Feeling
Relevance Measure ............................................. 177
David Werner, Thomas Hassan, Aurelie Bertaux,
Christophe Cruz and Nuno Silva
Alignment of Time Series for Subsequence-to-Subsequence
Time Series Matching ........................................... 193
Vineetha Bettaiah and Heggere S. Ranganath
The Effects of Typing Demand on Emotional Stress,
Mouse and Keystroke Behaviours ................................. 209
Yee Mei Lim, Aladdin Ayesh and Martin Stacey
Friend Recommendation in a Social Bookmarking System:
Design and Architecture Guidelines ............................... 227
Matteo Manca, Ludovico Boratto and Salvatore Carta
Quantum Behaved Genetic Algorithm: Constraints-Handling
and GPU Computing ........................................... 243
Amgad M. Mohammed, N.A. Elhefnawy, Mahmoud M. El-Sherbiny
and Mohiy M. Hadhoud
A Genetic Algorithm Approach for Optimizing a Single-Finger
Arabic Keyboard Layout ........................................ 261
Nourah Alswaidan, Manar I. Hosny and Abir Benabid Najjar
Dynamic Well Bottom-Hole Flowing Pressure Prediction Based
on Radial Basis Neural Network .................................. 279
Paras Q. Memon, Suet-Peng Yong, William Pao and Jion Sean Pau
Modeling Energy Consumption in a Educational Building:
Comparative Study Between Linear Regression, Fuzzy
Set Theory and Neural Networks ................................. 293
Henrique Pombeiro and Carlos Silva
Delivering Faster Results Through Parallelisation
and GPU Acceleration .......................................... 309
Matthew Newall, Violeta Holmes, Colin Venters and Paul Lunn
Probabilistic Roadmaps and Hierarchical Genetic Algorithms
for Optimal Motion Planning. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 321
Abdelhalim Lakhdari and Nouara Achour
Contents ix
Using Mouse and Keyboard Dynamics to Detect Cognitive
Stress During Mental Arithmetic. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 335
Yee Mei Lim, Aladdin Ayesh and Martin Stacey
Towards Using Games Theory to Detect New U2R Attacks ............ 351
Mokrane Kemiche and Rachid Beghdad
Development and Evaluation of Virtual Reality Medical Training
System for Anatomy Education ................................... 369
Jannat Falah, Vassilis Charissis, Soheeb Khan, Warren Chan,
Salsabeel F.M. Alfalah and David K. Harrison
Compression of ECG Signal Using Hybrid Technique ................ 385
K.S. Surekha and B.P. Patil
Performance Analysis of MATLAB Parallel Computing Approaches
to Implement Genetic Algorithm for Image Compression ............. 397
Omaima N. Ahmad AL-Allaf