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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
Springer Cham Heidelberg New York Dordrecht London© Springer International Publishing Switzerland 2015This work is subject to copyright. All rights are reserved by the Publisher, whether the whole or part of thematerial is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation,broadcasting, reproduction on microfilms or in any other physical way, and transmission or informationstorage and retrieval, electronic adaptation, computer software, or by similar or dissimilar methodology nowknown or hereafter developed.The use of general descriptive names, registered names, trademarks, service marks, etc. in this publicationdoes not imply, even in the absence of a specific statement, that such names are exempt from the relevantprotective laws and regulations and therefore free for general use.The publisher, the authors and the editors are safe to assume that the advice and information in this book arebelieved to be true and accurate at the date of publication. Neither the publisher nor the authors or the editorsgive a warranty, express or implied, with respect to the material contained herein or for any errors oromissions that may have been made.
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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