Editors

Associate Editors

©CSREA Press

George Jandieri Ashu M. G. Solo, Fernando G. Tinetti

PROCEEDINGS OF THE 2013 INTERNATIONAL CONFERENCE ON

BIOINFORMATICS & COMPUTATIONAL BIOLOGY

Hamid R. Arabnia Quoc-Nam Tran

WORLDCOMP’13 July 22-25, 2013 Las Vegas Nevada, USA www.world-academy-of-science.org

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Copyright ©

2013 CSREA Press ISBN: 1-60132-234-8

Printed in the United States of America

CSREA Press U. S. A.

This volume contains papers presented at The 2013 International Conference on Bioinformatics & Computational Biology (BIOCOMP'13). Their inclusion in this publication does not necessarily constitute endorsements by editors or by the publisher.

Foreword

It gives us great pleasure to introduce this collection of papers to be presented at the 2013 International

Conference on Bioinformatics and Computational Biology (BIOCOMP’13), July 22 through 25, 2013, at

The New Tropicana Hotel, Las Vegas, USA.

An important mission of the World Congress in Computer Science, Computer Engineering, and Applied

Computing (a federated congress to which this conference is affiliated with) includes "Providing a unique

platform for a diverse community of constituents composed of scholars, researchers, developers, educators,

and practitioners. The Congress makes concerted effort to reach out to participants affiliated with diverse

entities (such as: universities, institutions, corporations, government agencies, and research centers/labs)

from all over the world. The congress also attempts to connect participants from institutions that have

teaching as their main mission with those who are affiliated with institutions that have research as their

main mission. The congress uses a quota system to achieve its institution and geography diversity

objectives." By any definition of diversity, this congress is among the most diverse scientific meeting in

USA. We are proud to report that this federated congress has authors and participants from 82 different

nations representing variety of personal and scientific experiences that arise from differences in culture and

values. As can be seen (see below), the program committee of this conference as well as the program

committee of all other tracks of the federated congress are as diverse as its authors and participants.

The program committee would like to thank all those who submitted papers for consideration. About 57%

of the submissions were from outside the United States. Each submitted paper was peer-reviewed by two

experts in the field for originality, significance, clarity, impact, and soundness. In cases of contradictory

recommendations, a member of the conference program committee was charged to make the final decision;

often, this involved seeking help from additional referees. In addition, papers whose authors included a

member of the conference program committee were evaluated using the double-blinded review process.

One exception to the above evaluation process was for papers that were submitted directly to

chairs/organizers of pre-approved sessions/workshops; in these cases, the chairs/organizers were

responsible for the evaluation of such submissions. The overall paper acceptance rate for regular papers

was 27%; 14% of the remaining papers were accepted as poster papers (at the time of this writing, we had

not yet received the acceptance rate for a few individual tracks.)

We are very grateful to the many colleagues who offered their services in organizing the conference. In

particular, we would like to thank the members of the Program Committee of BIOCOMP’13, members of

the congress Steering Committee, and members of the committees of federated congress tracks that have

topics within the scope of BIOCOMP. Many individuals listed below, will be requested after the

conference to provide their expertise and services for selecting papers for publication (extended versions)

in journal special issues as well as for publication in a set of research books (to be prepared for publishers

including: Springer, Elsevier, BMC, and others).

Dr. Selim Aissi (World Congress Steering Committee); formerly, Chief Strategist - Security, Intel Corp.,

USA; Senior Business Leader & Head of Global Enterprise Security Architecture, Visa Corporation, USA

Prof. Babak Akhgar (World Congress Steering Committee); Fellow of the British Computer Society, CITP;

Professor of Informatics; Co-Director of CENTRIC (Centre of Excellence in Terrorism, Resilience,

Intelligence & organised Crime research), Sheffield Hallam University, Sheffield, UK

Prof. Hussain Al-Asaad (PDPTA); Senior Member, IEEE; University of California at Davis, Davis,

California, USA

Prof. Nizar Al-Holou (World Congress Steering Committee); Professor and Chair, ECE Department; Vice

Chair, IEEE/SEM-Computer Chapter; University of Detroit Mercy, Detroit, Michigan, USA

Dr. Haider M. AlSabbagh (ICAI); University of Basra, Iraq

Prof. Hamid R. Arabnia (World Congress Steering Committee); Professor, Computer Science; Editor-in-

Chief, The Journal of Supercomputing (Springer); Elected Fellow, Int'l Society of Intelligent Biological

Medicine (ISIBM); The University of Georgia, Department of Computer Science, USA

Peyman Arebi; Assistant Professor, Department of Computer Engineering, Technical and Vocational

University, Bushehr, Iran

Prof. Ezendu Ariwa (Publicity Vice-Chair); Chair, IEEE Consumer Electronics Chapter, UK&RI; Visiting

Professor, Gulf University, Bahrain and University of Lagos and Kano State Polytechnic, Nigeria

Prof. Juan Jose Martinez Castillo; Director of The Acantelys Research Group and Coordinator of the

Computer Engineering Department, Universidad Gran Mariscal de Ayacucho, Venezuela

Dr. Hsi-Ya (Jerry) Chang (PDPTA); Division Chief, National Center for High-Performance Computing,

Taiwan; Secretary General of ACCTA; Member, Council of the Taiwan Association of Cloud Computing

(TACC); Taiwan, ROC

Dr. Chun Chen; Interdisciplinary PhD Program in Genetics, Bioinformatics, and Computational Biology,

Virginia Tech, Virginia, USA Associate Member, American Association for Cancer Research (AACR), USA

Prof. Juan Cuadrado-Gallego; Universidad de Alcala, Edificio Politecnico, Madrid, Spain

Prof. Kevin Daimi (World Congress Steering Committee); Director, Computer Science and Software

Engineering Programs; Department of Mathematics, Computer Science and Software Engineering;

University of Detroit Mercy, Detroit, Michigan, USA

Somdip Dey (PDPTA); St. Xavier's College (Autonomous), India

Prof. George A. Gravvanis; Democritus University of Thrace, Greece

Dr. Bing He (PDPTA); Cisco System Inc., USA

Dr. K. S. S. Iyer (PDPTA); Symbiosis Institute of Telecom Management, India

Prof. George Jandieri (World Congress Steering Committee); Georgian Technical University, Tbilisi,

Georgia; Chief Scientist, The Institute of Cybernetics, Georgian Academy of Science, Georgia; Editorial

Board Member: International Journal of Microwaves and Optical Technology, Georgia

Prof. Dong Hwa Kim; Department of Electronic and Control Engineering, Hanbat National University,

Korea; Visiting Professor, Budapest University of Technology and Economic, Hungary; International

Einstein awardee for Scientific achievement (2010)

Prof. Dattatraya V. Kodavade (World Congress Steering Committee); Head of Computer Science and

Engineering, D.K.T.E Society's Textile & Engineering Institute, Ichalkaranji, Maharashtra State, India

Prof. Kun Chang Lee (World Congress Steering Committee); Professor of MIS and WCU Professor of

Creativity Science, Business School and Department of Interaction Science, Sungkyunkwan University, Korea

Dr. Ying Liu; St. John's University, Queens, New York, USA

Dr. Bala Krishna Maddali; Univ. School of Information Technology, GGS Indraprastha University, India

Muhammad Naufal Bin Mansor; University Malaysia Perlis, Perlis, Malaysia

Arshad Mansoor (SWWS); Pakistan Aeronautical Complex, Pakistan

Dr. Tao Mao (ICAI + GEM); Oracle America, Inc., USA

Prof. Gevorg Margarov (PDPTA); State Engineering University of Armenia, Armenia

Prof. George Markowsky (World Congress Steering Committee); Professor and Associate Director, School of

Computing and Information Science; Chair International Advisory Board of IEEE IDAACS; Director 2013

Northeast Collegiate Cyber Defense Competition; Cooperating Professor Math and Statistics Department

UMaine and School of Policy & International Affairs UMaine; University of Maine, Orono, Maine, USA

Dr. Ehab Morsy (FCS); Suez Canal University, Egypt

Dr. Ali Mostafaeipour; Yazd University, Iran

Dr. Saurabh Mukherjee; Banasthali University, Banasthali, India

Dr. Asoke Nath; Department of Computer Science, St. Xavier's College, India

Prof. G. N. Pandey (World Congress Steering Committee); Vice-Chancellor, Arunachal University of

Studies, Arunachal Pradesh, India; Adjunct Professor, Indian Institute of Information Technology,

Allahabad, India

Prof. James J. (Jong Hyuk) Park (World Congress Steering Committee); Professor of Computer Science and

Engineering, Seoul National University of Science and Technology (SeoulTech), Korea; President, KITCS;

President, FTRA; Editor-in-Chiefs: HCIS, JoC and IJITCC Journals

Dr. Satish Penmatsa; University of Maryland - Eastern Shore, Maryland, USA

Prof. R. Ponalagusamy; National Institute of Technology, India

Prof. Junfeng Qu; Clayton State University, Georgia, USA

Prof. B. V. A. N. S. S. Prabhakar Rao (ICAI + SERP); VIT University, India

Dr. Ahmet Sacan; School of Biomedical Eng., Science and Health Systems; Drexel University, PA, USA

Dr. Gerald Schaefer (Session Chair, IPCV); Loughborough University, UK

Dr. Liang Shi; Senior Researcher, McAfee, USA

Dr. Zhefu Shi (ICAI + PDPTA); Microsoft Corporation, Redmond, Washington, USA

Dr. Marek Sikora (IKE); Silesian University of Technology, Poland

Dr. Kok Swee Sim; Jalan Ayer Keroh Lama, Melaka, Malaysia

Ashu M. G. Solo, (Publicity Chair); Fellow of British Computer Society, Principal/R&D Engineer, Maverick

Technologies America Inc., USA

Dr. Karthikeyan Swaminathan; R&D Bioinformatics - Agilent Technologies Inc., USA

Dr. Jiao Tao (ICAI); Oracle USA

Prof. Fernando G. Tinetti (World Congress Steering Committee); School of Computer Science, Universidad

Nacional de La Plata, La Plata, Argentina; Co-editor, Journal of CS and Technology (JCS&T)

Dr. Predrag Tosic (World Congress Steering Committee); Microsoft, Washington, USA

Prof. Quoc-Nam Tran (Vice-Chair of BIOCOMP); Professor and Chair of Computer Science, The University

of Texas at Tyler, Tyler, Texas, USA

Prof. Vladimir Volkov (World Congress Steering Committee); The Bonch-Bruevich State University of

Telecommunications, Saint-Petersburg, Russia

Prof. Jongwook Woo; Director, High-Performance Information Computing Center (HiPiC), California State

University, California, USA

Prof. Jane You (Vice-Chair of IPCV); The Hong Kong Polytechnic University, Hong Kong

Dr. Hao Zhao; Department of Bioinformatics and Computational Biology, MD Anderson Cancer Center, The

University of Texas, Houston, Texas, USA

Dr. Hao Zheng; Life Technologies, California, USA

As Sponsors-at-large, partners, and/or organizers each of the followings (separated by semicolons)

provided help for at least one track of the World Congress: Aldebaran Robotics Inc., USA

(http://www.aldebaran-robotics.com); Altera Corporation, USA (http://www.altera.com/); Computer

Science Research, Education, and Applications Press (CSREA); Impulse Accelerated Technologies, Inc.,

USA (http://www.impulseaccelerated.com/); NVIDIA Corporation, USA

(http://www.nvidia.com/object/about-nvidia.html); Parallella Community, Supercomputing for Everyone,

USA (http://forums.parallella.org/); Pico Computing, Inc., USA (http://picocomputing.com/);

SemiWiki.com, The Semiconductor Wiki Project, USA (http://www.semiwiki.com/); Solarflare

Communications, Inc., USA (http://www.solarflare.com/); Stream Computing, Performance Engineers, The

Netherlands (http://streamcomputing.eu/); Taylor & Francis, UK (http://www.taylorandfrancis.com/); US

Chapter of World Academy of Science (http://www.world-academy-of-science.org/) ; and WEBestSOL &

Webest Solutions Ltd, UK (http://webestsol.com/). In addition, a number of university faculty members and

their staff (names appear on the cover of the set of proceedings), several publishers of computer science

and computer engineering books and journals, chapters and/or task forces of computer science

associations/organizations from 5 countries, and developers of high-performance machines and systems

provided significant help in organizing the conference as well as providing some resources. We are grateful

to them all.

We express our gratitude to keynote, invited, and individual conference/tracks and tutorial speakers - the

list of speakers appears on the conference web site. We would also like to thank the followings: UCMSS

(Universal Conference Management Systems & Support, California, USA) for managing all aspects of the

conference; Dr. Tim Field of APC for managing the printing of the proceedings; and the staff of the New

Tropicana Hotel in Las Vegas for the professional service they provided. Last but not least, we would like

to thank the Co-Editors and Associate Co-Editors of BIOCOMP’13: Prof. Hamid R. Arabnia, Prof. George

Jandieri, Ashu M. G. Solo, Prof. Fernando G. Tinetti, and Prof. Quoc-Nam Tran.

We present the proceedings of BIOCOMP’13.

Steering Committee, 2013 http://www.world-academy-of-science.org/

ContentsSESSION: COMPUTATIONAL BIOLOGY AND MEDICAL APPLICATIONS, TOOLS

AND SYSTEMS + HEALTH INFORMATICS AND RELATED ISSUES

Emulation on Motion Tracking of Endoscopic Capsule inside Small Intestine 3Guanqun Bao, Liang Mi, Kaveh Pahlavan

My Smart Health: An Integrated Suite for Remote Self Monitoring of Diabetes 10Maria Teresa Baldassarre, Giovanni Bruno, Danilo Caivano, Gennaro Del Campo, MassimilianoMorga, Giuseppe Visaggio

A novel method for finding sub-classification diagnosis biomarkers of ovarian cancer 17Quoc-Nam Tran

Variable Color Environment System using Heart Rate Variability 24Naoko Kanda, Daiki Sakuma, Masato Yoshimi, Tsutomu Yoshinaga, Hidetsugu Irie

Advances in Performance Improvement of Time-Frequency Distributions for DopplerUltrasound Blood Flow Instrumentation

31

Fabian Garcia Nocetti, Julio Solano Gonzalez, Ernesto Rubio Acosta

Characteristics of Brain Wave Changes by Affective Pictures 38Ruoyu Du, Hyo Jong Lee

Distributed Medical Images in Health Care Systems 45Behrooz Seyed-Abbassi, Jesse Collins

A Path Analysis Method for Measuring the Resilience of Cancer Patients 52Xiaodong Wang, Jun Tian

Local Phase Quantization Texture Descriptor for Protein Classification 56Loris Nanni, Michelangelo Paci, Sheryl Brahnam, Stefano Ghidoni, Emanuele Menegatti

Improving Medical Diagnosis by Using Digital Data to Assess the Prior Probability of Disease 62Robert Warner

The Function of Phase Parameter in Sampling Data Analysis of BRATUNASS 66Zhifu Tao, Yizhou Yao, Zhonglin Han, Meng Yao, Huiyan Wang, Blair Fleet, Erik D. Goodman, JinyaoYan, John R. Deller

A Neuro-Fuzzy Approach for Automatic Detection of Breast Cancer Based on Raman 72Spectroscopy

Francisco Javier Luna Rosas, Julio Cesar Martinez Romo, Miguel Mora Gonzalez, Ricardo Mendoza Gonzalez, Valentin Lopez Rivas, Gricelda Medina Veloz

Constructing a Cloud-based ADHD Screening System: A Perspective of Norm Development 79Kuo-Chung Chu, Lun-Ping Hung, Chien-Fu Tseng

Computational Drug Screening in the Cloud Using HierVLS/PSVLS 84Thomas Sitter, Darryl Willick, Wely Floriano

A Novel Mathematical Model of Targeted Cancer Therapy along p53 ProteasomalDegradation Pathways

91

Prem Talwai

Classification of Vocal Fold Diseases Using RASTA-PLP 97Mansour Alsulaiman, Ghulam Muhammad, Zulfiqar Ali

M.M.R SYSTEM - Mass-Micro-Reconstruction 102Taieb Boucherit

The Relationship Between Oxidant-antioxidant Status and Bronchial ObstructiveParameters in Patients With COPD

109

Solongo Khurts, Oyun-Erdene Namsrai, Narantsetseg Jambalsuren, Ambaga Miyegombo

SESSION: SEQUENCING AND BIOTECHNOLOGY + BIOINFORMATICSUsing Bioinformatics Shotgun Method and Hamilton Path for DNA Sequence Assembly 115Michael Shan-Hui Ho, Kun-Yu Hung, Yu-Shiang Gen, Chaochang Chiu, Pin-Shuo Huang

A Logical Model for Metabolic Networks with Inhibition 122Robert Demolombe, Luis Farinas del Cerro, Naji Obeid

Bioinformatic Analyses of Chromium Tolerant Genes in Cyanobacteria and Identification ofChromium Tolerant Operon in Synechococcus sp. IU 625

129

Lee Lee, Richard Garrett, Anna Slusarczyk, Jose Perez, Jagruti Patel, Tin-Chun Chu

A Novel Approach for Heuristic Pairwise DNA Sequence Alignment 136Beat Wolf, Pierre Kuonen, Thomas Dandekar

A Framework for a General-purpose Sequence Compression Pipeline: a Centroid basedCompression

141

Liqing Zhang, Daniel Nasko, Martin Triska, Harold Garner

Classification of DNA Sequences by a MLP and SVM Network 151Terje Kristensen, Fabien Guillaume

Parallelization of Composition Vector Method for Sequence Similarity Analysis 159Manoj Gupta, Aniket Mittal, Rajdeep Niyogi, Manoj Mishra

Hybrid Framework for Pairwise DNA Sequence Alignment Using the CUDA compatibleGPU

165

Heba Khaled, Rania El Gohary, Nagwa Badr , Hossam El Deen Mostafa Faheem

Majority Logic Decoding: a Discrete Method for Detecting Differential Expression inRNA-Seq Data

172

Humberto Ortiz-Zuazaga, Roberto Arce Corretjer

Research on Genome Characteristics for Minimal Genome Designing Tool in Streptococcus 175Chung Sei Rhee, Sehi L'Yi, Whi Ju Hong, Sehee Jeong, DaeHyun Chung, Young-Chang Kim

V.I.S SYSTEM (2) - DNA Sequencing and Reading From Eye Photo 181Taieb Boucherit

New Perspectives of Barcoding of Biotechnological Bacterial Strains by Using NGS Data 188Oleg Reva, Wai Yin Chan, Oliver Bezuidt, Svitlana Lapa, Larisa Safronova, Lilia Avdeeva, RainerBorriss

Multiple Sequence Alignments Using Motif Assembly 194Charnelle Smoak, Alexander Ropelewski, Albert Esterline

SESSION: PROTEIN CLASSIFICATION AND STRUCTURE PREDICTION,FOLDING, AND COMPUTATIONAL STRUCTURAL BIOLOGY

Effect of Chloride Ions on GAPDH Conformation 199Olga Gorshkalova, Norbert Seidler

Prediction of SEC-dependent Secreted Proteins based on mRNA Structure of Signal Peptides 206Hanan Samander, Kalpdrum Passi, Mazen Saleh

PFC : An Efficient Approach for Protein-Protein Interaction Network Analysis 213Ying Liu

Protein Subnetwork Biomarkers for Yeast Using Brute Force Method 218Kevin Charles, Andrews Afful, Ananda Mondal

Study of Floral Transition in Arabidopsis Using Partial Correlation Analysis 224Nil Ubon Kurubanjerdjit, Jeffrey Tsai, Chien-Hung Huang, Jin-Shuei Ciou, Ka-Lok Ng

Prediction of Protein-Protein Interaction Sites At Interface Topology Level 231Tianchuan Du, Li Liao, Cathy H. Wu

Applications of Boolean Functions for Mapping the Mutation of mRNA and ProteinStructure: A New Computational Approach

238

Joyshree Nath

Prediction of HIV-1 and Human Protein Interactions based on a Novel Evolution-awareStructure Alignment Method

246

Chunyu Zhao, Ahmet Sacan

SESSION: MODELING AND SIMULATION + NOVEL STUDIESMathematical Model to Align Biological Networks 255Nassim Sohaee

Photo-Penetration Depth Growth Dependence in an Agent-Based Photobioreactor Model 260Ken A. Hawick, Alwyn Husselmann

Learning Microscopic Kinetic Characteristic of Endosomal Network by QuantitativeAnalysis of Snap-Shot Microscopy Images

267

Yannis Kalaidzidis, Lionel Foret, Jonathan Dawson, Roberto Villasenor , Frank Julicher , MarinoZerial

Are Turtles Diapsid Reptiles 273Jack Horner

Modelling and Simulation of Regional Cerebral Circulation 279Henrikas Pranevicius, Darius Naujokaitis, Vytautas Pilkauskas, Osvaldas Pranevicius, MindaugasPranevicius

A Maximum Entropy/Ecological Niche Modeling Prediction of Leischmaniasis under ClimateChagne

285

Jack Horner

Simulating Spiking Neurons by Hodgkin Huxley Model 292Terje Kristensen, Donald MacNearey

The Method of Imitational Modeling of Environmental Objects 299R.V. Trashcheev, Askar Boranbayev, Seilkhan Boranbayev, D.A Sarancha, O.P. Lyulyakin, Y.S.Yurezanskaya

Model-driven Integration Architecture to Overcome Data Complexity Why we Need 309Rational Approaches to Face Miscellaneous IssuesMagali Roux, Thierry Pages

A Maximum Entropy/Environmental Niche Modeling Prediction of the Potential Distributionof Chagas Disease Under Climate Change

315

Jack Horner

Visualization of Organs Electromagnetic Field and DNA 321Taieb Boucherit

SESSION: DATA AND INFORMATION MINING + COMPUTATIONALBIOLOGY + MEDICAL SCIENCE, MODELS, AND SYSTEMS + BIOMETRICS

Mining Accurate Shared Decision Trees from Microarray Gene Expression Data forDifferent Cancers

329

Guozhu Dong, Qian Han

Cloud-Accelerated Data-Mining for Putative Heteromeric Transcription Factors and TargetGenes Using Microarray Gene Expression Profiles

336

Edward Salinas, Amitava Karmaker

Functionally Diagram Human Brains using Ganged Confocal Scanning Ultra-VioletFluorescence Microscopes with 3-D Substage Micromanipulator and Cryostat Microtome

343

Edward Richfield, Steve Richfield

Laterality of Motor Control or Raised Intracranial Pressure? Physiology not Physics AidsUnderstanding the Emergence of Ipsilateral Pyramidal Signs in Neurosurgery

350

Iraj Derakhshan

Statistical Approach for Face Recognition using LDA 356Shaikh Jameel Ahmed, Mohammed Ahsan Raza Noori, Naziya Sultana Shaikh, Wajid Ali Siddiqui

SESSION: LATE BREAKING PAPERS - BIOINFORMATICS ANDCOMPUTATIONAL BIOLOGY - MICROARRAYS, DNA SEQUENCING, GENE

REGULATORY NETWORKS, HEALTH AND MEDICAL INFORMATICSA Complementary Feature Selection Method in Finding Biomarkers 365Kung-Hua Chang, D. Stott Parker

HapMaker: Synthetic Haplotype Generator 370Nozomu Okuda, Paul Bodily, Jared Price, Mark Clement, Quinn Snell

Reconstruction of Dynamic Gene Regulatory Networks for Cell Differentiation by Separation 375of Time-course DataTomoyoshi Nakayama, Hiromi Daiyasu, Shigeto Seno, Yoichi Takenaka, Hideo Matsuda

A Method of Sequence Analysis for High-throughput Sequencer Data Based on Shifted ShortRead Clustering

380

Kensuke Suzuki, Daisuke Ueta, Shigeto Seno, Yoichi Takenaka, Hideo Matsuda

The Role of ICT and Mobile Health to Improve Clinical Process Management. An Overviewon the Therapy Management Process and a Real Case

387

Paolo Locatelli, Vittorio Montefusco, Elena Sini, Nicola Restifo, Roberta Facchini, Michele Torresani

Species Survivability and Altitude Dependence in a Lotka-Volterra Predator-PreySpatial-Agent Based System

394

Dara Quach, Jeremy Willemse, Victor Du Preez, Ken Hawick

A Study of Functional Delegation in Adjoining Cells 401Bharat Rawal , Anthony J Atala

Identification of Genes by E. coli Regulatory Protein Using Neurofuzzy System andMultivariate Analysis

407

Deok Hee Nam

Gene Set Enrichment Analysis for a Long Time Series Gene Expression Profile 412Yuta Okuma, Shigeto Seno, Yoichi Takenaka, Hideo Matsuda

Customized Biomedical Informatics 418Abhishek Singh

The Strategies and Approaches to Develop Electronic Health Records in Taiwan 432Chien-Chen Ni, Min-Huei Hsu, Pei-Tun Yang, Yu-Ting Yeh, Chien-Tsai Liu

Bioinformatics Component in Personalized Medicine 436Abhishek Singh

SESSION: PROTEIN FOLDING, CANCER STUDIES, GENE REGULATORYNETWORKS, RECOGNITION SYSTEMS , DNA/RNA TRANSFORMATION,

ACOUSTICS, AND ALGORITHMSCompetitive Imperialistic Approach for Protein Folding 451Erfan Khaji, Seyedeh Mahsa Mortazavi

Biomimetic Pattern Recognition for Cancer Detection 456Leonila Lagunes, Charles Lee

Diabetes Differential Diagnosis Application System- a Case Study 464 Shweta Sheel, Veronica Heredia, Aman Kumar

Almost Sure Stability of Stochastic Gene Regulatory Networks with Mode-DependentInterval Delays

468

Robert Altwasser, Reinhard Guthke, Sebastian Vlaic, Mark R. Emmett, Carol L. Nilsson, AnkeMeyer-Baese

Research Normal Distribution, the Trust Interval and Calculation of Importance Degree ofGeometrical Characteristics a Human Face on the Basis of Photo Portraits

478

Tofiq Kazimov, Shafagat Mahmudova

Model Order Reduction of Deterministic and Stochastic Gene Regulatory Networks 487Robert Altwasser, Reinhard Guthke, Sebastian Vlaic, Mark R. Emmett, Carol L. Nilsson, AnkeMeyer-Baese

Symmetric Group Structures of Genetic Transformation 497Reza Ahangar

Analog Cochlea Circuit Model for Kemp Echo Synthesis 504Louiza Sellami, Robert W. Newcomb

Known Knowns, Known Unknowns, & Unknown Unknowns: Computational ScienceChallenges for Analysis of Multi-dimensional DNA Matrices in Evolutionary & PopulationGenomics

508

Steven M Carr

Improving SVM and TSVM with Multiclass Accordance Sampling for Breast Cancer 513Hala Helmi, Jon Garibaldi