Lecture Notes in Computer Science 9225

Commenced Publication in 1973Founding and Former Series Editors:Gerhard Goos, Juris Hartmanis, and Jan van Leeuwen

Editorial Board

David HutchisonLancaster University, Lancaster, UK

Takeo KanadeCarnegie Mellon University, Pittsburgh, PA, USA

Josef KittlerUniversity of Surrey, Guildford, UK

Jon M. KleinbergCornell University, Ithaca, NY, USA

Friedemann MatternETH Zurich, Zürich, Switzerland

John C. MitchellStanford University, Stanford, CA, USA

Moni NaorWeizmann Institute of Science, Rehovot, Israel

C. Pandu RanganIndian Institute of Technology, Madras, India

Bernhard SteffenTU Dortmund University, Dortmund, Germany

Demetri TerzopoulosUniversity of California, Los Angeles, CA, USA

Doug TygarUniversity of California, Berkeley, CA, USA

Gerhard WeikumMax Planck Institute for Informatics, Saarbrücken, Germany

More information about this series at http://www.springer.com/series/7409

De-Shuang Huang • Vitoantonio BevilacquaPrashan Premaratne (Eds.)

Intelligent ComputingTheories and Methodologies11th International Conference, ICIC 2015Fuzhou, China, August 20–23, 2015Proceedings, Part I

123

EditorsDe-Shuang HuangTongji UniversityShanghaiChina

Vitoantonio BevilacquaPolytecnic of BariBariItaly

Prashan PremaratneUniversity of WollongongNorth Wollongong, NSWAustralia

ISSN 0302-9743 ISSN 1611-3349 (electronic)Lecture Notes in Computer ScienceISBN 978-3-319-22179-3 ISBN 978-3-319-22180-9 (eBook)DOI 10.1007/978-3-319-22180-9

Library of Congress Control Number: 2015945123

LNCS Sublibrary: SL3 – Information Systems and Applications, incl. Internet/Web, and HCI

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Preface

The International Conference on Intelligent Computing (ICIC) was started to providean annual forum dedicated to the emerging and challenging topics in artificial intelli-gence, machine learning, pattern recognition, bioinformatics, and computational biol-ogy. It aims to bring together researchers and practitioners from both academia andindustry to share ideas, problems, and solutions related to the multifaceted aspects ofintelligent computing.

ICIC 2015, held in Fuzhou, China, August 20–23, 2015, constituted the 11th Interna-tional Conference on Intelligent Computing. It built upon the success of ICIC 2014, ICIC2013, ICIC 2012, ICIC 2011, ICIC 2010, ICIC 2009, ICIC 2008, ICIC 2007, ICIC 2006,and ICIC 2005 that were held in Taiyuan, Nanning, Huangshan, Zhengzhou, Changsha,China, Ulsan, Korea, Shanghai, Qingdao, Kunming, and Hefei, China, respectively.

This year, the conference concentrated mainly on the theories and methodologies aswell as the emerging applications of intelligent computing. Its aim was to unify the pictureof contemporary intelligent computing techniques as an integral concept that highlightsthe trends in advanced computational intelligence and bridges theoretical research withapplications. Therefore, the theme for this conference was “Advanced Intelligent Com-puting Theories and Applications.” Papers focusing on this theme were solicited,addressing theories, methodologies, and applications in science and technology.

ICIC 2015 received 671 submissions from 25 countries and regions. All papers wentthrough a rigorous peer-review procedure and each paper received at least three reviewreports. On the basis of the review reports, the Program Committee finally selected 233high-quality papers for presentation at ICIC 2015, included in three volumes of pro-ceedings published by Springer: two volumes of Lecture Notes in Computer Science(LNCS) and one volume of Lecture Notes in Artificial Intelligence (LNAI).

This volume of Lecture Notes in Computer Science (LNCS) 9225 includes 75papers.

The organizers of ICIC 2015, including Tongji University and Fujian NormalUniversity, China, made an enormous effort to ensure the success of the conference.We hereby would like to thank the members of the Program Committee and thereviewers for their collective effort in reviewing and soliciting the papers. We wouldlike to thank Alfred Hofmann, executive editor at Springer, for his frank and helpfuladvice and guidance throughout and for his continuous support in publishing theproceedings. In particular, we would like to thank all the authors for contributing theirpapers. Without the high-quality submissions from the authors, the success of theconference would not have been possible. Finally, we are especially grateful to theInternational Neural Network Society and the National Science Foundation of Chinafor their sponsorship.

June 2015 De-Shuang HuangVitoantonio Bevilacqua

Prashan Premaratne

ICIC 2015 Organization

General Co-chairs

De-Shuang Huang ChinaChangping Wang China

Program Committee Co-chairs

Kang-Hyun Jo KoreaAbir Hussain UK

Organizing Committee Co-chairs

Hui Li ChinaYi Wu China

Award Committee Chair

Laurent Heutte France

Publication Co-chairs

Valeriya Gribova RussiaZhi-Gang Zeng China

Special Session Co-chairs

Phalguni Gupta IndiaHenry Han USA

Special Issue Co-chairs

Vitoantonio Bevilacqua ItalyMike Gashler USA

Tutorial Co-chairs

Kyungsook Han KoreaM. Michael Gromiha India

International Liaison

Prashan Premaratne Australia

Publicity Co-chairs

Juan Carlos Figueroa ColombiaLing Wang ChinaEvi Syukur AustraliaChun-Hou Zheng China

Exhibition Chair

Bing Wang China

Organizing Committee Members

Jianyong Cai ChinaQingxiang Wu ChinaSuping Deng ChinaLin Zhu China

Program Committee Members

Andrea Francesco Abate, ItalyWaqas Haider Khan Bangyal, PakistanShuhui Bi, ChinaQiao Cai, USAJair Cervantes, MexicoChin-Chih Chang, Taiwan, ChinaChen Chen, USAHuanhuan Chen, ChinaShih-Hsin Chen, Taiwan, ChinaWeidong Chen, ChinaWen-Sheng Chen, ChinaXiyuan Chen, ChinaYang Chen, ChinaCheng Cheng, ChinaHo-Jin Choi, KoreaAngelo Ciaramella, ItalySalvatore Distefano, ItalyJianbo Fan, ChinaMinrui Fei, ChinaJuan Carlos Figueroa, Colombia

Huijun Gao, ChinaShan Gao, ChinaDunwei Gong, ChinaM. Michael Gromiha, IndiaZhi-Hong Guan, ChinaKayhan Gulez, TurkeyPhalguni Gupta, IndiaFei Han, ChinaKyungsook Han, KoreaLaurent Heutte, FranceWei-Chiang Hong, Taiwan, ChinaYuexian Hou, ChinaPeter Hung, IrelandSaiful Islam, IndiaLi Jia, ChinaZhenran Jiang, ChinaXin Jin, USAJoaquín Torres-Sospedra, SpainDah-Jing Jwo, Taiwan, ChinaVandana Dixit Kaushik, India

VIII ICIC 2015 Organization

Sungshin Kim, KoreaYoshinori Kuno, JapanTakashi Kuremoto, JapanXiujuan Lei, ChinaBo Li, ChinaGuo-Zheng Li, ChinaKang Li, UKPeihua Li, ChinaShi-Hua Li, ChinaShuai Li, Hong Kong, ChinaShuwei Li, USAXiaodi Li, ChinaXiaoou Li, MexicoChengzhi Liang, ChinaBingqiang Liu, ChinaJu Liu, ChinaShuo Liu, USAWeixiang Liu, ChinaXiwei Liu, ChinaYunxia Liu, ChinaChu Kiong Loo, MalayaGeyu Lu, ChinaKe Lu, ChinaYingqin Luo, USAPabitra Mitra, IndiaTarik Veli Mumcu, TurkeyRoman Neruda, Czech RepublicBen Niu, ChinaSim-Heng Ong, SingaporeSeiichi Ozawa, JapanVincenzo Pacelli, ItalyShaoning Pang, New ZealandFrancesco Pappalardo, ItalySurya Prakash, IndiaPrashan Premaratne, AustraliaYuhua Qian, ChinaDaowen Qiu, ChinaIvan Vladimir Meza Ruiz, MexicoSeeja.K.R, IndiaFanhuai Shi, China

Wilbert Sibanda, South AfricaJiatao Song, ChinaStefano Squartini, ItalyWu-Chen Su, Taiwan, ChinaZhan-Li Sun, ChinaAntonio E. Uva, ItalyMohd Helmy Abd Wahab, MalaysiaBing Wang, ChinaJingyan Wang, USALing Wang, ChinaShitong Wang, ChinaXuesong Wang, ChinaYi Wang, USAYong Wang, ChinaYuanzhe Wang, USAYufeng Wang, ChinaYunji Wang, USAWei Wei, NorwayZhi Wei, ChinaKa-Chun Wong, CanadaHongjie Wu, ChinaQingxiang Wu, ChinaYan Wu, ChinaJunfeng Xia, USAShunren Xia, ChinaBingji Xu, ChinaXin Yin, USAXiao-Hua Yu, USAShihua Zhang, ChinaEng. Primiano Di Nauta, ItalyHongyong Zhao, ChinaJieyi Zhao, USAXiaoguang Zhao, ChinaXing-Ming Zhao, ChinaZhongming Zhao, USABojin Zheng, ChinaChun-Hou Zheng, ChinaFengfeng Zhou, ChinaYong-Quan Zhou, China

ICIC 2015 Organization IX

Additional Reviewers

Haiqing LiJinLing NiuLi WeiPeipei XiaoDong XianguangShasha TianLi LiuXuan WangSen XiaJun LiXiao WangAnqi BiMin JiangWu YangYu SunBo WangWujian FangZehao ChenChen ZhengHong ZhangHuihui WangLiu SiSheng ZouXiaoming LiuMeiyue SongBing JiangMin-Ru ZhaoXiaoyong BianChuang MaYujin WangWenlong HangChong HeRui WangZhu LinheXin TianMou ChenF.F. ZhangGabriela RamírezAhmed AljaafNeng WanAbhineet AnandAntonio CelestiAditya NigamAftab Yaseen

Weiyuan ZhangShamsul ZulkifliAlfredo LiveraniSiti Amely JumaatMuhammad AmjadAngelo CiaramellaAniza Mohamed DinEn-Shiun Annie LeeAnoosha ParuchuriAntonino StaianoAntony LamAlfonso PanarelloAlfredo PulvirentiAsdrubal Lopez-ChauChun Kit AuTao LiMohd Ayyub KhanAzizi Ab AzizAzizul Azhar RamliBaoyuan WuOscar BelmonteBiao LiJian GaoLin YongBoyu ZhangEdwin C. ShiCaleb RasconYu ZhouFuqiang ChenFanshu ChenChenguang ZhuChin-Chih ChangChang-Chih ChenChanghui LinCheng-Hsiung ChiangLinchuan ChenBo ChenChen ChenChengbin PengCheng ChengJian ChenQiaoling ChenZengqiang ChenChing-Hua Shih

Chua King LeeQuistina CuciYanfeng ChenMeirong ChenCristian Rodriguez RiveroAiguo ChenAquil Mirza MohammedSam KwongYang LiuYizhang JiangBingbo CuiYu WuChuan WangWenbin ChenCheng ZhangDhiya Al-JumeilyHang DaiYinglong DaiDanish JasnaikKui LiuDapeng LiDan YangDavide NardoneDawen XuDongbo BuLiya DingShifei DingDonal O’ReganDong LiLi KuangZaynab AhmedDavid ShultisZhihua DuChang-Chih ChenErkan İMalEkram KhanEric WeiGang WangFadzilah SirajShaojing FanMohammad FarhadBulbul

Mohamad FarhanMohamad Mohsin

X ICIC 2015 Organization

Fengfeng ZhouFeng JiqiangLiangbing FengFarid García-LamontChien-Yuan LaiFilipe de O. SaraivaFrancesco LongoFabio NarducciFrancesca NardoneFrancesco CamastraNhat Linh BuiHashim Abdellah

Hashim MohamGao WangJungwon YuGe DingfeiGeethan MendizNa GengFangda GuoGülsüm GezerGuanghua SunGuanghui WangRosalba GiugnoGiovanni MerlinoXiaoqiang ZhangGuangchun ChengGuanglan ZhangTiantai GuoWeili GuoYanhui GuoXiaoqing GuHafizul Fahri HanafiHaifeng WangMohamad Hairol JabbarH.K. LamKhalid IsaHang SuGuangjie HanHao ChuBen MaHao MenYonggang ChenHaza Nuzly AbdullHamed

Mohd Helmy Abd WahabPang

Hei Man Herbert

Hironobu FujiyoshiGuo-Sheng HaoHuajuan HuangHiram CalvoHongjie WuHongjun SuHitesh Kumar SharmaHaiguang LiHongkai ChenQiang HuangTengfei ZhangZheng HuaiJoe HuangJin HuangWan Hussain Wan IshakXu HuangYing HuHo Yin Sze-ToHaitao ZhuIbrahim VenkatJooyoung LeeJosef MoudířkLi XuJakub SmidJianhung ChenLe LiJianbo LuJair CervantesJunfeng XiaJinhai LiHongmei JiangJiaan ZengJian LuJian WangJian ZhangJianhua ZhangJie WuJim Jing-Yan WangJing SunJingbin WangWu QiJose Sergio Ruiz CastillaJoaquín TorresGustavo Eduardo JuarezJun ChenJunjiang LinJunlin Chang

Juntao LiuJustin LiuJianzhong GuoJiayin ZhouAbd Kadir MahamadK. SteinhofelKa-Chun WongKe LiKazuhiro FukuiSungshin KimKlara PeskovaKunikazu KobayashiKonstantinos TsirigosSeeja K.R.Kwong Sak LeungKamlesh TiwariLi KuangK.V. AryaZhenjiang LanKe LiaoLiang-Tsung HuangLe YangErchao LiHaitao LiWei LiMeng LeiGuoqi LuoHuihui LiJing LiangLiangliang ZhangLiang LiangBo LiBing LiDingshi LILijiao LiuLeida LiLvzhou LiMin LiKui LinPing LiLiqi YiLijun QuanBingwen LiuHaizhou LiuJing LiuLi LiuYing Liu

ICIC 2015 Organization XI

Zhaoqi LiuZhe LiuYang LiLin ZhuJungang LouLenka KovářováShaoke LouLi QingfengQinghua LiLu HuangLiu LiangxuLili Ayu WulandhariXudong LuYiping LiuYutong LiJunming ZhangMohammed KhalafMaria MusumeciShingo MabuYasushi MaeManzoor LoneLiang MaManabu HashimotoMd. Abdul MannanQi MaMartin PilatAsad KhanMaurizio FiaschéMax TalanovMohd Razali Md TomariMengxing ChengMeng XuTianyu CaoMinfeng WangMuhammad FahadMichele FiorentinoMichele ScarpinitiZhenmin ZhangMing LiuMiguel Mora-GonzalezAul MontoliuYuanbin MoMarzio PennisiBinh P. NguyenMingqiang ZhangMuhammad RashidShenglin Mu

Musheer AhmadMonika VermaNaeem RadiAditya NigamAditya NigamNagarajan RajuMohd Najib Mohd SallehYinan GuoZhu NanliMohammad NavedQureshi

Su RinaSanders LiuChang LiuPatricio NebotNistor GrozavuZhixuan WeiNobuyuki NezuNooraini YusoffNureize ArbaiyKazunori OnoguchiR.B. PachoriYulei PangXian PanBinbin PanPeng ChenKlara PeskovaPetra VidnerováQi LiuPrashan PremaratnePuneet GuptaPrabhat VermaPeng ZhangHaoqian HuangQiang FuQiao CaiHaiyan QiaoQingnan ZhouRabiah AhmadRabiah Abdul KadirR. RakkiyappanRamakrishnanChandrasekaranYunpeng WangHao ZhengRadhakrishnan DelhibabuRohit Katiyar

Wei CuiRozaida GhazaliRaghuraj SinghRey-Sern LinS.M. ZakariyaSabooh AjazAlexander TchitchiginKuo-Feng HuangShao-Lun LeeWei-Chiang HongToshikazu SamuraSandhya PundhirJin-Xing LiuShahzad AlamMohd Shamrie SaininShanye YinShasha TianHao ShenChong ShenJingsong ShiNobutaka ShimadaLu XingjiaShun ChenSilvio BarraSimone ScardapaneSalvador Juarez LopezShenshen LiangSheng LiuSomnath DeyRui SongSeongpyo CheonSergio Trilles-OliverSubir Kumar NandyHung-Chi SuSun JieQiYan SunShiying SunSushil KumarYu SuHu ZhangYan QiHotaka TakizawaTanggis BohnuudYang TangLirong TanYao TuozhongTian Tian

XII ICIC 2015 Organization

Tianyi WangToshiaki KondoTofik AliTomáš KenPeng XiaGurkan TunaTutut HerawanZhongneng XuDanny WuUmarani JayaramanZhichen GongVibha PatelVikash YadavEsau Villatoro-TelloPrashan PremaratneVishnu Priya KanakavetiVivek SrivastavaVictor ManuelLandassuri-Moreno

Hang SuYi WangChao WangCheng WangJiahai WangJing WangJunxiao WangLinshan WangWaqas Haider BangyalHerdawatie Abdul KadirYi WangWen ZhangWidodo BudihartoWenjun DengWen WeiWenbin ChenWenzhe JiaoYufeng WangHaifeng WangDeng WeilinWei JiangWeimin HuangWufeng TianWu-Chen SuDaiyong WuYang Wu

Zhonghua WuJun ZhangXiao WangWei XiongWeixiang LiuWenxi ZhangWenye LiWenlin ZhangLi-Xin HeMing TanYi-Gang ZhangXiangliang ZhangNan XiangXiaobo ZhangXiaohu WangXiaolei WangXiaomo LiuLei WangYan CuiXiaoyong ZhangXiaozhen XueJianming XieXin GaoXinhua XiaoXin LuXinyu ZhangLiguang XuHao WuXun LiJin XuXin XuYuan XuXiaoyin XuYuan XuShiping ChenXiaoyan SunXiaopin ZhongAtsushi YamashitaYanen GuoXiaozhan YangZhanlei YangYaqiang YaoBei YeYan FuYehu Shen

Yu-Yen OuYingyou WenYing YangYingtao ZhaoYanjun ZhaoYong ZhangYoshinori KobayashiYesu FengYuan LinLin YuanYugandhar KumarYujia LiYupeng LiYuting YangYuyan HanYong WangYingying WeiYingxin GuoXiangjuan YaoGuodong ZhaoHuan ZhangBo ZhangGongjie ZhangYu ZhangZhao YanWenrui ZhaoZhao YanTian ZhengZhengxing HangXibei YangZhenxin ZhanZhipeng CaiLingyun ZhuYanbang ZhangZheng-Ling YangJuan LiZongxiao HeZhengyu OuyangWill ZhuXuebing ZhangZhile YangYi Zhang

ICIC 2015 Organization XIII

Contents – Part I

Parallel Collaborative Filtering Recommendation Model Based onTwo-Phase Similarity. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1

Hongyi Su, Xianfei Lin, Caiqun Wang, Bo Yan, and Hong Zheng

An Improved Ant Colony Algorithm to Solve Vehicle Routing Problemwith Time Windows . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 11

Yi Yunfei, Lin Xiaodong, Sheng Kang, and Cai Yongle

Evolutionary Nonnegative Matrix Factorization for Data Compression . . . . . . 23Liyun Gong, Tingting Mu, and John Y. Goulermas

Learning-Based Evolutionary Optimization for Optimal Power Flow . . . . . . . 34Qun Niu, Wenjun Peng, and Letian Zhang

Blind Nonparametric Determined and Underdetermined Signal ExtractionAlgorithm for Dependent Source Mixtures . . . . . . . . . . . . . . . . . . . . . . . . . 46

Fasong Wang, Rui Li, Zhongyong Wang, and Xiangchuan Gao

The Chaotic Measurement Matrix for Compressed Sensing . . . . . . . . . . . . . 58Shihong Yao, Tao Wang, Weiming Shen, Shaoming Pan,and Yanwen Chong

Leveraging Semantic Labeling for Question Matching to FacilitateQuestion-Answer Archive Reuse . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 65

Tianyong Hao, Xinying Qiu, and Shengyi Jiang

How to Detect Communities in Large Networks . . . . . . . . . . . . . . . . . . . . . 76Yasong Jiang, Yuan Huang, Peng Li, Shengxiang Gao, Yan Zhang,and Yonghong Yan

Self-adaptive Percolation Behavior Water Cycle Algorithm . . . . . . . . . . . . . 85Shilei Qiao, Yongquan Zhou, Rui Wang, and Yuxiang Zhou

Oscillatory Behavior in An Inertial Six-Neuron Network Modelwith Delays . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 97

Chunhua Feng and Zhenkun Huang

An Online Supervised Learning Algorithm Based on Nonlinear SpikeTrain Kernels . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 106

Xianghong Lin, Ning Zhang, and Xiangwen Wang

Forecasting Weather Signals Using a Polychronous SpikingNeural Network . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 116

David Reid, Hissam Tawfik, Abir Jaafar Hussain, and Haya Al-Askar

A Water Wave Optimization Algorithm with Variable Population Sizeand Comprehensive Learning . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 124

Bei Zhang, Min-Xia Zhang, Jie-Feng Zhang, and Yu-Jun Zheng

Water Wave Optimization for the Traveling Salesman Problem. . . . . . . . . . . 137Xiao-Bei Wu, Jie Liao, and Zhi-Cheng Wang

Improved Dendritic Cell Algorithm with False Positives and FalseNegatives Adjustable . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 147

Song Yuan and Xin Xu

Topographic Modulations of Neural Oscillations in Spiking Networks . . . . . . 159Jinli Xie, Jianyu Zhao, and Qinjun Zhao

Non-negative Approximation with Thresholding for Cortical VisualRepresentation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 167

Jiqian Liu, Chunli Song, and Chengbin Zeng

Targeting the Minimum Vertex Set Problem with an Enhanced GeneticAlgorithm Improved with Local Search Strategies . . . . . . . . . . . . . . . . . . . . 177

Vincenzo Cutello and Francesco Pappalardo

Lie Detection from Speech Analysis Based on K–SVD Deep BeliefNetwork Model. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 189

Yan Zhou, Heming Zhao, and Xinyu Pan

Automatic Seizure Detection in EEG Based on Sparse Representationand Wavelet Transform . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 197

Shanshan Chen, Qingfang Meng, Yuehui Chen, and Dong Wang

Design of Serial Communication Module Based on Solar-Blind UVCommunication System . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 206

Chunpei Li, Xiangdong Luo, and Huajian Wang

Target Tracking via Incorporating Multi-modal Features . . . . . . . . . . . . . . . 216Huan Zhang and Xiankai Chen

Feature Selection Based on Data Clustering . . . . . . . . . . . . . . . . . . . . . . . . 227Hongzhi Liu, Zhonghai Wu, and Xing Zhang

A Comparison of Local Invariant Feature Description and Its Application . . . 237Kaili Shi, Qingwei Gao, Yixiang Lu, Weiguo Zhang, and Dong Sun

XVI Contents – Part I

An Efficient Indexing Scheme Based on K-Plet Representationfor Fingerprint Database. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 247

Chaochao Bai, Tong Zhao, Weiqiang Wang, and Min Wu

Color Characterization Comparison for Machine Vision-BasedFruit Recognition . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 258

Farid García-Lamont, Jair Cervantes, Sergio Ruiz,and Asdrúbal López-Chau

Real-Time Human Action Recognition Using DMMs-Based LBPand EOH Features. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 271

Mohammad Farhad Bulbul, Yunsheng Jiang, and Jinwen Ma

Joint Abnormal Blob Detection and Localization Under Complex Scenes. . . . 283Tian Wang, Keyu Lai, Ce Li, and Hichem Snoussi

Graph Based Kernel k-Means Using Representative Data Pointsas Initial Centers . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 293

Wuyi Yang and Liguo Tang

Palmprint Recognition Based on Image Sets . . . . . . . . . . . . . . . . . . . . . . . . 305Qingjun Liang, Lin Zhang, Hongyu Li, and Jianwei Lu

Face Recognition Using SURF . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 316Raúl Cid Carro, Juan-Manuel Ahuactzin Larios,Edmundo Bonilla Huerta, Roberto Morales Caporal,and Federico Ramírez Cruz

Research on an Algorithm of Shape Motion Deblurring . . . . . . . . . . . . . . . . 327Xia Wu, Hongzhe Xu, Xiaolin Gui, Wen Li, and Zhihai Yao

A New Approach for Greenness Identification from Maize Images . . . . . . . . 339Wenzhu Yang, Xiaolan Zhao, Sile Wang, Liping Chen, Xiangyang Chen,and Sukui Lu

Image Super-Resolution Reconstruction Based on Sparse Representationand POCS Method . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 348

Li Shang, Shu-fen Liu, and Zhan-li Sun

An Improved Denoising Method Based on Wavelet Transformfor Processing Bases Sequence Images . . . . . . . . . . . . . . . . . . . . . . . . . . . 357

Ke Yan, Jin-Xing Liu, and Yong Xu

License Plate Extraction Using Spiking Neural Networks . . . . . . . . . . . . . . . 366Qian Du, LiJuan Chen, RongTai Cai, Peng Zhu, TianShui Wu,and QingXiang Wu

Contents – Part I XVII

Pedestrian Detection and Counting Based on Ellipse Fitting and ObjectMotion Continuity for Video Data Analysis . . . . . . . . . . . . . . . . . . . . . . . . 378

Yaning Wang and Hong Zhang

Regularized Level Set Method by Incorporating Local StatisticalInformation and Global Similarity Compatibility for Image Segmentation. . . . 388

Yu Haiping and Zhang Huali

Sparse Learning for Robust Background Subtraction of Video Sequences. . . . 400Yuhan Luo and Hong Zhang

A New Microcalcification Detection Method in Full Field DigitalMammogram Images . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 412

Xiaoming Liu, Ming Mei, Weiwei Sun, and Jun Liu

Forensic Detection of Median Filtering in Digital Images Using theCoefficient-Pair Histogram of DCT Value and LBP Pattern . . . . . . . . . . . . . 421

Yun-Ni Lai, Tie-Gang Gao, Jia-Xin Li, and Guo-Rui Sheng

An Image Enhancement Method Based on Edge Preserving RandomWalk Filter. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 433

Zhaobin Wang, Hao Wang, Xiaoguang Sun, and Xu Zheng

Latent Fingerprint Segmentation Based on Sparse Representation . . . . . . . . . 443Kaifeng Wei, Xiaoying Chen, and Manhua Liu

Pose Estimation for Vehicles Based on Binocular Stereo Visionin Urban Traffic . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 454

Pengyu Liu, Fei Wang, Yicong He, Hang Dong, Haiwei Yang,and Yang Yang

Robust Segmentation of Vehicles Under Illumination Variationsand Camera Movement . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 466

Zubair Iftikhar, Prashan Premaratne, Peter Vial, and Shuai Yang

Binarization Chinese Rubbing Images Using Gaussian Mixture Model. . . . . . 477Zhi-Kai Huang, Fang Wang, Jun-Mei Xi, and Han Huang

Locally Linear Representation Manifolds Margin . . . . . . . . . . . . . . . . . . . . 483Bo Li, Yun-Qing Wang, Lei Lei, and Zhang-Tao Fan

Modified Sparse Representation Based Image Super-ResolutionReconstruction . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 491

Li Shang, Pin-gang Su, and Zhan-li Sun

Planning Feasible and Smooth Paths for Simulating Realistic Crowd . . . . . . . 498Libo Sun, Lu Ding, and Wenhu Qin

XVIII Contents – Part I

A Comparative Investigation of PSG Signal Patterns to Classify SleepDisorders Using Machine Learning Techniques. . . . . . . . . . . . . . . . . . . . . . 510

Thakerng Wongsirichot and Anantaporn Hanskunatai

A Multi-valued Coarse Graining of Lempel-Ziv Complexity and SVMin ECG Signal Analysis . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 522

Deling Xia, Qingfang Meng, Yuehui Chen, and Zaiguo Zhang

A Survey of Multiple Sequence Alignment Techniques . . . . . . . . . . . . . . . . 529Xiao-Dan Wang, Jin-Xing Liu, Yong Xu, and Jian Zhang

Analyzing the Genomes of Coxsackievirus A16 and Enterovirus 71in Relation to Hand, Foot and Mouth Disease (HFMD) Using AprioriAlgorithm, Decision Tree and Support Vector Machine (SVM). . . . . . . . . . . 539

Chaeyun Jung, Yonghyun Park, Seunghui Han, and Taeseon Yoon

A Utility Function Based Resource Allocation Method for LEO SatelliteConstellation System . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 546

Fangfang Yuan, Xingwei Wang, Fuliang Li, and Min Huang

A Novel Naive Bayes Classifier Model Based on Differential Evolution . . . . 558Jun Li, Guokang Fang, Bo Li, and Chong Wang

Chaotic Iteration Particle Swarm Optimization Algorithm Based onEconomic Load Dispatch . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 567

Zhenghong Yu and Fengli Zhou

Training Artificial Neural Network Using Hybrid Optimization Algorithmfor Rainfall-Runoff Forecasting. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 576

Jiansheng Wu and Chengdong Wei

A Novel Swarm Intelligence Algorithm Based on Cuckoo SearchAlgorithm (NSICS) . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 587

Nazanin Fouladgar and Shahriar Lotfi

Robust PCA-Based Genetic Algorithm for Solving CNOP . . . . . . . . . . . . . . 597Shicheng Wen, Shijin Yuan, Bin Mu, and Hongyu Li

Exploring Three Emotion Induction Procedures and Their Effecton E-learners’ Language Learning . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 607

Zigang Ge

Approximate Bit-Vector Algorithms for Hashing-Based Similarity Searches . . . 615Ling Wang, Tie Hua Zhou, Zhen Hong Liu, Zhao Yang Qu,and Keun Ho Ryu

Dynamic Hand Gesture Recognition Using Centroid Tracking . . . . . . . . . . . 623Prashan Premaratne, Shuai Yang, Peter Vial, and Zubair Ifthikar

Contents – Part I XIX

Conditional Matching Preclusion Sets for an Mixed-Graph of the StarGraph and the Bubble-Sort Graph . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 630

Yunxia Ren and Shiying Wang

A Method to Select Next Hop Node for Improving Energy Efficiencyin LEAP-Based WSNs. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 639

Su Man Nam and Tae Ho Cho

An Efficient Topology-Based Algorithm for Transient Analysisof Power Grid . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 649

Lan Yang, Jingbin Wang, Lorenzo Azevedo, and Jim Jing-Yan Wang

Implementation of Leaf Image Recognition System Based on LBPand B/S Framework. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 661

Sen Zhao, Xiao-Ping Zhang, Li Shang, Zhi-Kai Huang, Hao-Dong Zhu,and Yong Gan

Using Additive Expression Programming for System Identification . . . . . . . . 671Bin Yang

Supervised Feature Extraction of Hyperspectral Image by PreservingSpatial-Spectral and Local Topology . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 682

Peng Zhang, Haixia He, Zhou Sun, and Chunbo Fan

A New Learning Automata Algorithm for Selection of Optimal Subset . . . . . 693Xinyi Guo, Wen Jiang, Hao Ge, and Shenghong Li

The Recent Developments and Comparative Analysis of Neural Networkand Evolutionary Algorithms for Solving Symbolic Regression. . . . . . . . . . . 703

Xueshi Dong, Wenyong Dong, Yunfei Yi, Yajie Wang, and Xiaosong Xu

Inferring Large Gene Networks with a Hybrid Fuzzy Clustering Method . . . . 715Chung-Hsun Lin, Yu-Ting Hsiao, and Wei-Po Lee

A Novel Algorithm for Classifying Protein Structure Familiar by Using theGraph Mining Approach . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 723

Sun-Yuan Hsieh, Chia-Wei Lee, Zong-Ying Yang, Heng-Wei Wang,and Jun-Han Yu

Predicting Helix Boundaries of α-Helix Transmembrane Proteinwith Feedback Conditional Random Fields . . . . . . . . . . . . . . . . . . . . . . . . . 730

Kun Wang, Hongjie Wu, Weizhong Lu, Baochuan Fu, Qiang Lü,and Xu Huang

Prediction of Protein Structure Classes. . . . . . . . . . . . . . . . . . . . . . . . . . . . 737Wenzheng Bao, Dong Wang, Fanliang Kong, Ruizhi Han,and Yuehui Chen

XX Contents – Part I

An Integrated Computational Schema for Analysis, Predictionand Visualization of piRNA Sequences . . . . . . . . . . . . . . . . . . . . . . . . . . . 744

Anusha Abdul Rahiman, Jithin Ajitha, and Vinod Chandra

Author Index . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 751

Contents – Part I XXI

Contents – Part II

Efficiency and Effectiveness Metrics in Evolutionary Algorithmsand Their Application . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1

Guo-Sheng Hao, Chang-Shuai Chen, Gai-Ge Wang, Yong-Qing Huang,De-Xuan Zhou, and Zhao-Jun Zhang

A Genetic Local Search Algorithm for Optimal Testing ResourceAllocation in Module Software Systems. . . . . . . . . . . . . . . . . . . . . . . . . . . 13

Ruimin Gao and Siyan Xiong

An Improved Artificial Bee Colony Algorithm Based on Particle SwarmOptimization and Differential Evolution . . . . . . . . . . . . . . . . . . . . . . . . . . . 24

Fengli Zhou and Yanxia Yang

New Approaches to the Problems of Symmetric and AsymmetricContinuous Minimax Optimizations. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 36

Siyan Xiong and Ruimin Gao

A Video Steganalysis Algorithm for H.264/AVC Based on theMarkov Features . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 47

Ting Da, ZhiTang Li, and Bing Feng

Multi AUV Intelligent Autonomous Learning Mechanism Based onQPSO Algorithm . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 60

Jian-Jun Li, Ru-Bo Zhang, and Yu Yang

A Directional Evolution Control Model for Network . . . . . . . . . . . . . . . . . . 68Gang Luo and Yawei Zhao

SRSP-PMF: A Novel Probabilistic Matrix Factorization RecommendationAlgorithm Using Social Reliable Similarity Propagation. . . . . . . . . . . . . . . . 80

Ruliang Xiao, Yinuo Li, Hongtao Chen, Youcong Ni, and Xin Du

Adaptive Fuzzy PID Sliding Mode Controller of UncertainRobotic Manipulator . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 92

Minh-Duc Tran and Hee-Jun Kang

Multiple Convolutional Neural Network for Feature Extraction . . . . . . . . . . . 104Guo-Wei Yang and Hui-Fang Jing

Hybrid Deep Learning for Plant Leaves Classification . . . . . . . . . . . . . . . . . 115Zhiyu Liu, Lin Zhu, Xiao-Ping Zhang, Xiaobo Zhou, Li Shang,Zhi-Kai Huang, and Yong Gan

A Container Bin Packing Algorithm for Multiple Objects. . . . . . . . . . . . . . . 124Fei Luo, Chunhua Gu, Xu Fang, and Yi Tang

Distance Sensor Fusion for Obstacle Detection at NightBased on Kinect Sensors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 135

Alexander Filonenko, Danilo Cáceres Hernández, Andrey Vavilin,Taeho Kim, and Kang-Hyun Jo

Plant Leaf Recognition Based on Contourlet Transform and SupportVector Machine . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 145

Ze-Xue Li, Xiao-Ping Zhang, Li Shang, Zhi-Kai Huang, Hao-Dong Zhu,and Yong Gan

Implementation of Plant Leaf Recognition System on ARM TabletBased on Local Ternary Pattern . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 155

Gong-Sheng Xu, Jing-Hua Yuan, Xiao-Ping Zhang, Li Shang,Zhi-Kai Huang, Hao-Dong Zhu, and Yong Gan

A BRMF-Based Model for Missing-Data Estimation of Image Sequence . . . . 165Yang Liu, Zhan-Li Sun, Yun Jing, Yang Qian, and De-Xiang Zhang

Image Splicing Detection Based on Markov Features in QDCT Domain . . . . 170Ce Li, Qiang Ma, Limei Xiao, Ming Li, and Aihua Zhang

Implementation of 3-D RDPAD Algorithm on Follicle ImagesBased CUDA . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 177

Hongwei Jiang, Jun Liu, Keyang Luo, Wei Hu, and Xiaoming Liu

Localization of Pedestrian with Respect to Car Speed . . . . . . . . . . . . . . . . . 185Joko Hariyono, Danilo Cáceres Hernández, and Kang-Hyun Jo

Plant Leaves Extraction Method Under Complex BackgroundBased on Closed-Form Matting Algorithm . . . . . . . . . . . . . . . . . . . . . . . . . 195

Hao-Dong Zhu, Di Wu, and Zhen Sun

Adaptive Piecewise Elastic Motion Estimation . . . . . . . . . . . . . . . . . . . . . . 203Huijun Di, Linmi Tao, and Guangyou Xu

A Steganography Algorithm Using Multidimensional CoefficientMatching for H.264/AVC. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 216

Liyun Qian, Zhitang Li, and Bing Feng

A P300 Clustering of Mild Cognitive Impairment Patients Stimulatedin an Immersive Virtual Reality Scenario . . . . . . . . . . . . . . . . . . . . . . . . . . 226

Vitoantonio Bevilacqua, Antonio Brunetti, Davide de Biase,Giacomo Tattoli, Rosario Santoro, Gianpaolo Francesco Trotta,Fabio Cassano, Michele Pantaleo, Giuseppe Mastronardi, Fabio Ivona,MariannaDelussi, AnnaMontemurno,KatiaRicci, andMarinadeTommaso

XXIV Contents – Part II

Correcting and Standardizing Crude Drug Names in Traditional MedicineFormulae by Ensemble of String Matching Techniques . . . . . . . . . . . . . . . . 237

Duangkamol Pakdeesattayapong and Verayuth Lertnattee

Clustering High-Dimensional Data via Spectral ClusteringUsing Collaborative Representation Coefficients . . . . . . . . . . . . . . . . . . . . . 248

Shulin Wang, Jinchao Gu, and Fang Chen

Classifying Stances of Interaction Posts in Social Media Debate Sites . . . . . . 259Xiaosong Rong, Zhuo Wang, Ziqi Wang, and Ming Zhang

Mining Long Patterns of Least-Support Items in Stream. . . . . . . . . . . . . . . . 270Qinhua Huang and Weimin Ouyang

Network Guide Robot System Proactively Initiating Interactionwith Humans Based on Their Local and Global Behaviors . . . . . . . . . . . . . . 283

Md. Golam Rashed, Royta Suzuki, Toshiki Kikugawa, Antony Lam,Yoshinori Kobayashi, and Yoshinori Kuno

Hierarchical Features Fusion for Salient Object Detection in LowContrast Images . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 295

Nan Mu, Xin Xu, and Ziheng Li

Big Data Load Balancing Based on Network Architecture . . . . . . . . . . . . . . 307Yu Bin

Fuzzy Adaptive Controller Design for Control of Air in Conditioned Room . . . . 318Štefan Koprda and Martin Magdin

DBH-CLUS: A Hierarchal Clustering Method to Identify Pick-up/Drop-offHotspots . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 330

XueJin Wan, Jiong Wang, Yuan Zhong, and Yong Du

A New Representation Method of H1N1 Influenza Virus and ItsApplication . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 342

Wei-Wei Li, Yang Li, and Xu-Qing Tang

Using Restricted Additive Tree Model for Identifying the Large-Scale GeneRegulatory Networks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 351

Bin Yang and Wei Zhang

Identification of Osteosarcoma-Related Genes Based on BioinformaticsMethods. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 360

Ze-Bing Si and Ji-Gong Wu

A New Protein-Protein Interaction Prediction AlgorithmBased on Conditional Random Field . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 367

Wei Liu, Ling Chen, and Bin Li

Contents – Part II XXV

Sequence-Based Random Projection Ensemble Approach to IdentifyHotspot Residues from Whole Protein Sequence . . . . . . . . . . . . . . . . . . . . . 379

Peng Chen, ShanShan Hu, Bing Wang, and Jun Zhang

Identification of Hot Regions in Protein-Protein Interactions Based on SVMand DBSCAN. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 390

Xiaoli Lin, Huayong Yang, and Jing Ye

Identification of Hot Regions in Protein Interfaces: Combining DensityClustering and Neighbor Residues Improves the Accuracy . . . . . . . . . . . . . . 399

Jing Hu and Xiaolong Zhang

Prediction of Protein Structural Classes Based on PredictedSecondary Structure. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 408

Fanliang Kong, Dong Wang, Wenzheng Bao, and Yuehui Chen

Interplay Between Methylglyoxal and Polyamine in Candida Albicans . . . . . 417Ji-Hyun Lee, Hyun-Young Cho, Yi-Jin Ahn, and Taeseon Yoon

Analysis of Human Herpes Viruses with the Application of Data Mining. . . . 426Yusin Kim, Sung Min Kim, Jiwoo Lee, Ann Jeong, Jaeuiy Lim,and Taeseon Yoon

Comparative Studies Based on a 3-D Graphical Representationof Protein Sequences . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 436

Yingzhao Liu, Yan-chun Yang, and Tian-ming Wang

A Graph Theoretic Approach for the Feature Extraction of TranscriptionFactor Binding Sites . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 445

Yinglei Song, Albert Y. Chi, and Junfeng Qu

The λ-Turn: A New Structural Motif in Ribosomal RNA . . . . . . . . . . . . . . . 456Huizhu Ren, Ying Shen, and Lin Zhang

Discovery of Ovarian Cancer Candidate Genes Using ProteinInteraction Information. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 467

Di Zhang, Qingbao Wang, RongRong Zhu, Hai-Tao Li,Chun-Hou Zheng, and Junfeng Xia

Oscillatory Behavior of the Solutions for a Coupled van der Pol-DuffingOscillator with Delay. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 473

Yuanhua Lin and Zongyi Hou

Prediction of Clinical Drug Response Based on Differential GeneExpression Levels . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 480

Zhenyu Yue, Yan Chen, and Junfeng Xia

XXVI Contents – Part II

SVM-Based Classification of Diffusion Tensor Imaging Data forDiagnosing Alzheimer’s Disease and Mild Cognitive Impairment . . . . . . . . . 489

Wook Lee, Byungkyu Park, and Kyungsook Han

Extraction of Features from Patch Based Graphs for the Predictionof Disease Progression in AD. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 500

Tong Tong and Qinquan Gao

Group Sparse Representation for Prediction of MCI Conversion to AD . . . . . 510Xiaoying Chen, Kaifeng Wei, and Manhua Liu

Prediction of Molecular Substructure Using Mass Spectral Data Basedon Deep Learning . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 520

Zhi-Shui Zhang, Li-Li Cao, Jun Zhang, Peng Chen,and Chun-hou Zheng

An Enhanced Algorithm for Reconstructing a Phylogenetic Tree Basedon the Tree Rearrangement and Maximum Likelihood Method . . . . . . . . . . . 530

Sun-Yuan Hsieh, I-Pien Tsai, Hao-Che Hung, Yi-Chun Chen,Hsin-Hung Chou, and Chia-Wei Lee

Rapid Annotation of Non-coding RNA Structures with a ParameterizedFiltering Approach . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 542

Yinglei Song, Junfeng Qu, and Chunmei Liu

Prediction of Pre-miRNA with Multiple Stem-Loops Using FeedforwardNeural Network . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 554

Gaoqiang Yu, Dong Wang, and Yuehui Chen

Gait Image Segmentation Based Background Subtraction . . . . . . . . . . . . . . . 563Shanwen Zhang, Ping Li, Le Wang, and Yunlong Zhang

Multi-objective Optimization Method for Identifying Mutated DriverPathways in Cancer . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 570

Wu Yang, Junfeng Xia, Yan Zhang, and Chun-Hou Zheng

A Two-Stage Sparse Selection Method for Extracting Characteristic Genes. . . . 577Ying-Lian Gao, Jin-Xing Liu, Chun-Hou Zheng, Sheng-Jun Li,and Yu-Xia Lei

Identification of Mild Cognitive Impairment Using Extreme LearningMachines Model . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 589

Wen Zhang, Hao Shen, Zhiwei Ji, Guanmin Meng, and Bing Wang

Application of Graph Regularized Non-negative Matrix Factorizationin Characteristic Gene Selection . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 601

Dong Wang, Ying-Lian Gao, Jin-Xing Liu, Ji-Guo Yu,and Chang-Gang Wen

Contents – Part II XXVII

Graph Regularized Non-negative Matrix with L0-Constraints for SelectingCharacteristic Genes . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 612

Chun-Xia Ma, Ying-Lian Gao, Dong Wang, Jian Liu, and Jin-Xing Liu

Hypergraph Supervised Search for Inferring Multiple Epistatic Interactionswith Different Orders. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 623

Junliang Shang, Yan Sun, Yun Fang, Shengjun Li, Jin-Xing Liu,and Yuanke Zhang

Predicting Protein-Protein Interactions from Amino Acid SequencesUsing SaE-ELM Combined with Continuous Wavelet Descriptorand PseAA Composition . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 634

Yu-An Huang, Zhu-Hong You, Jianqiang Li, Leon Wong,and Shubin Cai

News Event Detection Based Web Big Data. . . . . . . . . . . . . . . . . . . . . . . . 646Bohai Yu, Xia Zhang, and Zhengyou Xia

Self-organized Neural Network Inspired by the Immune Algorithmfor the Prediction of Speech Signals . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 654

D. Al-Jumeily, A.J. Hussain, P. Fergus, and N. Radi

A Framework to Support Ubiquitous Healthcare Monitoring and Diagnosticfor Sickle Cell Disease . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 665

Mohammed Khalaf, Abir Jaafar Hussain, Dhiya Al-Jumeily,Paul Fergus, Russell Keenan, and Naeem Radi

A Machine Learning Approach to Measure and Monitor Physical Activityin Children to Help Fight Overweight and Obesity . . . . . . . . . . . . . . . . . . . 676

P. Fergus, A. Hussain, J. Hearty, S. Fairclough, L. Boddy,K.A. Mackintosh, G. Stratton, N.D. Ridgers, and Naeem Radi

A Position Paper on Predicting the Onset of Nocturnal EnuresisUsing Advanced Machine Learning . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 689

Paul Fergus, Abir Hussain, Dhiya Al-Jumeily, and Naeem Radi

Improved Bacterial Foraging Optimization Algorithm with InformationCommunication Mechanism for Nurse Scheduling. . . . . . . . . . . . . . . . . . . . 701

Ben Niu, Chao Wang, Jing Liu, Jianhou Gan, and Lingyun Yuan

Application of Disturbance of DNA Fragments in SwarmIntelligence Algorithm . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 708

Yanmin Liu, Ben Niu, Felix T.S. Chan, Rui Liu, and Sui Changling

Multi-objective PSO Based on Grid Strategy . . . . . . . . . . . . . . . . . . . . . . . 717Yanmin Liu, Ben Niu, Felix T.S. Chan, Rui Liu, and Sui Changling

XXVIII Contents – Part II

SRBFOs for Solving the Heterogeneous Fixed Fleet VehicleRouting Problem. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 725

Xiaobing Gan, Lijiao Liu, Ben Niu, L.J. Tan, F.F. Zhang, and J. Liu

SRBFO Algorithm for Production Scheduling with Moldand Machine Maintenance Consideration . . . . . . . . . . . . . . . . . . . . . . . . . . 733

Ben Niu, Ying Bi, Felix T.S. Chan, and Z.X. Wang

A Novel Branch-Leaf Growth Algorithm for Numerical Optimization . . . . . . 742Xiaoxian He, Jie Wang, and Ying Bi

Author Index . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 751

Contents – Part II XXIX