个人简介
主持的主要科研项目:
1.国家重点研发计划,品种分子设计育种平台的建立,2016.7-2-2020.12
2.国家重点研发计划,藏文文献数字化无损采集装置研发与数据处理,2017.12-2020.11
3.JGXM,2019.1-2020.12(国防科工局基础研究项目)
4.湖北省重大科技创新项目,智能网联汽车车载智能系统关键技术研究与应用,2019.5-2020.12
5.湖北省重大科技创新项目,数字内容共享资源云服务平台,2017.5-2019.4
6.863项目,面向基础教育的类人智能知识理解与推理关键技术,2015.1-2017.12;
7.湖北省自然科学基金重点项目,基于车联网的车辆安全感知和协同监管技术,2015.1-2017.12;
8.湖北省科技支撑计划,基于车联网的物流车辆协同监管关键技术及应用示范,2015.1-2017.12;
9.国家自然科学基金项目,基于人车混合模式规律的校园疏散优化算法,2012.1-2015.12
主要成果简述(限200字):
主要从事人工智能研究,曾承担主持863计划、国家重点研发计划、国防基础研究和国家自然科学基金等项目的研究,获省部级教学和科研成果一等奖2项,二等奖三项,编写专著2本,获得国家发明专利授权5项,指导研究生5次获湖北省优秀博士学位论文、硕士学位论文。
研究领域
1.自然智能与人工智能
2.数据挖掘与机器学习
3.智能网联汽车
近期论文
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近三年发表的主要论文(2017-2019):
1.PrabhatR.Singh,MohamedAbdElaziz,ShengwuXiong,Ludogame-basedmetaheuristicsforglobalandengineeringoptimization,AppliedSoftComputing,Availableonline24August2019(Q1,4.873)
2.MohamedAbdElaziz,YasmineS.Moemen,AboulEllaHassanien,ShengwuXiong,ToxicityrisksevaluationofunknownFDAbiotransformeddrugsbasedonamulti-objectivefeatureselectionapproach,AppliedSoftComputing,Inpress,correctedproof,Availableonline21May2019(Q1,4.873)
3.AbdelghaniDahou,ShengwuXiong,JunweiZhou,MohamedAbdElaziz,Multi-ChannelEmbeddingConvolutionalNeuralNetworkModelforArabicSentimentClassification,ACMTransactionsonAsianandLow-ResourceLanguageInformationProcessing(TALLIP):Volume18Issue4,August2019(CCFC,0.788)
4.MohamedE.AbdElaziz,DiegoOliva,AhmedA.Ewees,ShengwuXiong:,Multi-levelthresholding-basedgreyscaleimagesegmentationusingmulti-objectivemulti-verseoptimizer.ExpertSyst.Appl.125:112-129(2019)(Q1,4.292)
5.MohamedAbdEl-Aziz,ShengwuXiong,K.P.N.Jayasena,LinLi:,Taskschedulingincloudcomputingbasedonhybridmothsearchalgorithmanddifferentialevolution.Knowl.-BasedSyst.169:39-52(2019)(Q1,5.101)
6.BiaoXiong,BoWang,ShengwuXiong,ChengdeLin,XiaohuiYuan:,3DMorphologicalProcessingforWheatSpikePhenotypesUsingComputedTomographyImages.RemoteSensing11(9):1110(2019)(Q1,4.118)
7.YajuanDu,YaoZhou,MengZhang,WeiLiu,ShengwuXiong:,AdaptingLayerRBERsVariationsof3DFlashMemoriesviaMulti-granularityProgressiveLDPCReading.DAC2019:37:1-37:6(CCFA)
8.YaxingLi,XiaoqiLi,YuanjieDong,MengLi,ShanXu,ShengwuXiong:,DenselyConnectedNetworkwithTime-frequencyDilatedConvolutionforSpeechEnhancement.ICASSP2019:6860-6864(CCFB)
9.AnnaZhu,QiyangZhang,XiongboLu,ShengwuXiong:,CharacterImageSynthesisBasedonSelectedContentandReferencedStyleEmbedding.ICME2019:374-379(CCFB)
10.LunHu;KeithC.C.Chan;XiaohuiYuan;ShengwuXiong,AvariationalBayesianframeworkforclusteranalysisinacomplexnetwork,IEEETransactionsonKnowledgeandDataEngineering(2019)(CCFA)
11.QiangZhang,ShengwuXiong:,Routingoptimizationofemergencygraindistributionvehiclesusingtheimmuneantcolonyoptimizationalgorithm.Appl.SoftComput.71:917-925(2018)(Q1,4.873)
12.PrabhatR.Singh,MohamedAbdEl-Aziz,ShengwuXiong:,ModifiedSpiderMonkeyOptimizationbasedonNelder-Meadmethodforglobaloptimization.ExpertSyst.Appl.110:264-289(2018)(Q1,4.292)
13.RyanWenLiu,ShengwuXiong,HuisiWu:,ASecond-OrderVariationalFrameworkforJointDepthMapEstimationandImageDehazing.ICASSP2018:1433-1437(CCFB)
14.LunHu;XiaohuiYuan;XingLiu;ShengwuXiong;XinLuo,EfficientlyDetectingProteinComplexesfromProteinInteractionNetworksviaAlternatingDirectionMethodofMultipliers,IEEE/ACMTransactionsonComputationalBiologyandBioinformatics,2018(CCFB)
15.MohamedAbdEl-Aziz,DiegoOliva,ShengwuXiong:,AnimprovedOpposition-BasedSineCosineAlgorithmforglobaloptimization.ExpertSyst.Appl.90:484-500(2017)(Q1,4.292)
16.YiRong,ShengwuXiong,YongshengGao:,Low-rankdoubledictionarylearningfromcorrupteddataforrobustimageclassification.PatternRecognition72:419-432(2017)(Q1,5.898)