2000-2003 中国科学院成都计算所， 计算机软件与理论专业，获博士学位； 1997-2000 华中理工大学，船舶与海洋结构物设计制造专业，获硕士学位； 1993-1997 华中理工大学，船舶工程专业，获学士学位。

2009-2009 韩国庆熙大学访问教授 2007-2008 国家气象信息中心 2005- 南京信息工程大学计算机系 副教授、教授 2004-2004 韩国AJOU大学普适中心博士后研究人员 2003-2003 中兴通讯股份有限公司 任软件工程师

[1]. 2019-2019 极端气候事件与灾害风险管理（41942017）, 国家自然科学基金专项项目 主持， 8万[2].2018-2020 基于图的社交网络匿名群体识别关键技术（U1736105）, 国家自然科学基金 主持， 68万[3]. 2016-2019 社交网络中基于信息分享主体的隐私保护技术研究(61572259)，国家自然科学基金 主持， 64万[4]. 2012-2015基于熵的普适计算隐私量化研究（61173143） 国家自然科学基金 主持， 56万[5]. 2016-2016 海气通量交换时空分布特征及产品(JLG530-2015-02-01-W), 民口科技重大专项, 参与，支配经费15万[6]. 2015-2017气象大数据的高效应用技术研究（GYHY201506080） 科技部公益性行业（气象）科研专项(专题)，主持，32万[7]. 2012-2014公共气象服务影视产品图形图像加工及业务平台技术开发（GYHY201206030） 科技部公益性行业专项(专题)，主持，102万[8]. 2012-2013 基于隐私保护的政务数据发布（2012M511303） 中国博士后科学基金 主持，5万

[1]. Tinghuai Ma, Huan Rong,Yongsheng Hao, JieCao, Yuan Tian, Mznah Al-Rodhaan, A Novel Sentiment PolarityDetection Framework for Chinese, IEEE Transactions on Affective Computing https://doi.org/10.1109/TAFFC.2019.2932061[2].Huan Rong, Tinghuai Ma, JieCao, Yuan Tian, Abdullah Al-Dhelaan, Mznah Al-Rodhaan，Deep Rolling: A Novel EmotionPrediction Model for a Multi-Participant Communication Context, InformationSciences, 488, 158–180, 2019[3].Tinghuai Ma, QinLiu, JieCao, YuanTian, AbdullahAl-Dhelaan, MznahAl-Rodhaan, LGIEM: Global and local node influence based community detection, FutureGeneration Computer Systems, 105 (2020) 533–546, 2020. [4].Qin Liu, Tinghuai Ma, Fan Xing,Yuan Tian, Abdullah Al-Dhelaan, Mohammed Al-Dhelaan, Access Control policy based on friend circle,Computers, Materials & Continua, 62(3), 1143-1159,2020. [5].Marah, B.D.; Jing, Z.; Ma, T.;Alsabri, R.; Anaadumba, R.; Al-Dhelaan, A.; Al-Dhelaan, M. SmartphoneArchitecture for Edge-Centric IoT Analytics.Sensors，20(3), 892，2020. (SCI: 3.031)[6].Gnitou, Gnim & Isaac Kwesi,Nooni & Ayugi, Brian. Evaluation of the Rossby Centre Regional ClimateModel Rainfall Simulations over West Africa Using Large-Scale Spatial andTemporal Statistical Metrics. Atmosphere, 10(12), 802,2019. [7].Tinghuai Ma, Honghao Zhou，Dongdong Jia，Abdullah Al-Dhelaan，Mohammed Al-Dhelaan，Yuan Tian，Feature Selection with a LocalSearch Strategy Based on the Forest Optimization Algorithm，Computer Modeling in Engineering& Sciences CMES, vol.121, no.2, pp.569-592, 2019[8].Tinghuai Ma, Jing Li, XinnianLiang, Yuan Tian, Abdullah Al-Dhelaan, Mohammed Al-Dhelaan, A Time-Series basedAggregation Scheme for Topic Detection in Weibo Short Texts, Physica A 536(2019) 120972.[9].Yongsheng Hao, Jie Cao, TinghuaiMa, Sai Ji，Adaptiveenergy-aware scheduling method in a meteorological cloud，Future Generation Computer Systems,101, 1142-1157，2019. [10].Tinghuai Ma, Siyang Yu, JieCao, Yuan Tian, Mznah Al-Rodhann. InfMatch: Finding Isomorphism Subgraph on ABig Target Graph Based on the Importance of Vertex, Physica A, 527, 121278,2019.[11].Fagen Song, Tinghuai Ma, YuanTian, Mznah Al-Rodhaan, A New Method of Privacy Protection: Random k-Anonymous,IEEE Access,vol.7, 75434-75445, 2019[12].Tinghuai Ma, Fan Xing, MeiliTang, Donghai Guan, Friend Circle Identification in Ego Network based on HybridMethod, International Journal of Ad Hoc and Ubiquitous Computing, 30(4):224–234, 2019[13].Yuwei Zhao, Tinghuai Ma, YuHao, and Wenhai Shen, ICRA: Index based Cache Replacement Algorithm for CloudStorage, IJSNet, 29(1):48-57, 2019[14]. TinghuaiMa, YuWeiZhao, HonghaoZhou, YuanTian, AbdullahAl-Dhelaan, MznahAl-Rodhaan, Natural Disaster TopicExtraction in Sina Microblogging based on Graph Analysis, ExpertSystems with Applications, 115, 346–355, 2019.[15].Alia Alabdulkarim, MznahAl-Rodhaan, Tinghuai Ma, Yuan Tian. PPSDT: A Novel Privacy-PreservingSingle Decision Tree Algorithm for Clinical Decision-Support Systems Using IoTDevices. Sensors2019,19(1), 142 [16].Yuan Tian,Mariya M.Kaleemullah,MznahAl-Rodhaan,Biao Song,AbdullahAl-Dhelaan,Tinghuai Ma A privacy preserving location servicefor cloud-of-things system.J. ParallelDistrib. Comput.123:215-222(2019) [17].Tinghuai Ma, Dongdong JIA ,Honghao ZHOU , Yu XUE and Jie CAO, Feature selection using forest optimizationalgorithm based on contribution degree, Intell. DataAnal.22(6):1189-1207, 2018. [18].Jing Jia, Tinghuai Ma, Fan Xing, William Farah,Donghai Guan.Friends Classification of Ego Network Based on Combined Features, Intelligent Automation & SoftComputing, 24(4): 819-828, 2018[19].Xiuge Wu, Tinghuai Ma, Jie Cao,Yuan Tian, Alia Alabdulkarim，A comparative study of clustering ensemble algorithms，Computers and ElectricalEngineering， (68): 603–615，2018[20].Tinghuai Ma, Jing Jia, yu xue,Yuan Tian, Abdullah, Al-Dhelaan; Mznah Al-Rodhaan. Protection of LocationPrivacy for Moving kNN Queries in Social Networks, Applied Soft Computing, vol.66, 525-532, 2018 [21].Tinghuai Ma, Wenye Shao,Yongsheng Hao, Jie Cao，Graph Classification Based on Graph Set Reconstruction and GraphKernel Feature Reduction, Neurocomputing, 296，33-45, 2018[22].Tinghuai Ma, Mingliang Yue,Jingjing Qu, Yuan Tian, Abdullah Al-Dhelaan, Mznah Al-Rodhaan, PSPLPA:Probability and similarity based Parallel label propagation algorithm on Spark，Physica A: Statistical Mechanics and itsApplications, 503, 366-378, 2018. [23].Huan Rong, Tinghuai Ma, Meili Tang,Jie Cao, A Novel Subgraph K+ -Isomorphism Method in Social Network Based onGraph Similarity Detection, Soft Computing, (2018) 22(8): 2583-2601, 2018[24].Tinghuai Ma, Jingjing Qu,Wenhai Shen, Yuan Tian, Abdullah, Al-Dhelaan, Mznah Al-Rodhaan. Weighted GreedyDual Size Frequency based Caching Replacement Algorithm，IEEE Access，(6):7214 - 7223, 2018.[25].Tinghuai Ma, Yu Hao, Xiafei Suo, Yu Xue, JieCao, A weighted collaboration network generalization method for privacyprotection in C-DBLP, Intelligent Data Analysis, 22(1), pp. 3-19, 2018. [26].Weiwei Yuan, Donghai Guan,Tinghuai Ma, Asad Masood Khattak, Classification with class noises throughprobabilistic sampling, Information Fusion, vol. 41, 57-67, May 2018. [27].Weiwei Yuan, Donghai Guan, Qi Zhu, Tinghuai Ma, Novelmislabeled training data detection algorithm. NeuralComputing and Applications 29(10): 673-683 (2018) [28].Donghai Guan, Weiwei Yuan,Tinghuai Ma, Asad Masood Khattak, Francis Chow, Cost-sensitive elimination ofmislabeled training data, Information Sciences, Vol. 402, 170-181, 2017. [29].Tinghuai MA, yao wang; meilitang; jie cao; yuan tian; Abdullah Al-Dhelaan; Mznah Al-Rodhaan, LED: A Fast OverlappingCommunities Detection Algorithm Based on Structural Clustering, Neurocomputing,207:488-500,2016. [30].Tinghuai Ma, Xiafei Suo,Jinjuan Zhou, Meili Tang, Donghai Guan, Yuan Tian, Abdullah Al-Dhelaan, MznahAl-Rodhaan, Augmenting matrix factorization technique with the combination oftags and genres, Physica A, 461: 101-116, 2016. [31].Tinghuai Ma, Limin GUO, MeiliTANG, Yuan TIAN, MZNAH AL-RODHAAN, Abdullah AL-DHELAAN, A Collaborativefiltering recommendation algorithm based on hierarchical structure and timeawareness, IEICE transaction on Information and Systems, 99-D(6): 1512-1520,2016[32]. , 2016TinghuaiMa, Huan Rong, Changhong Ying, Yuan Tian, Abdullah Al-Dhelaan,and MznahAl-Rodhaan. Detect structural-connected communities based on BSCHEF in C-DBLP, ConcurrencyComputat.: Pract. Exper., 28(2): 311–330, 2016[33]. Yinghua Lv, Tinghuai Ma, Meili Tang, Jie Cao, Yuan Tian, Abdullah Al-Dhelaan, MznahAl-Rodhaan An efficient and scalable density-basedclustering algorithm for datasets with complex structures, Neurocomputing, 171:9-22, 2016[34].Tinghuai Ma, Yuliang Zhang, JieCao, Jian Shen, Meili Tang, Yuan Tian, Abdullah Al-Dhelaan, Mznah Al-Rodhaan, KDVEM:a k-degree anonymity with Vertex andEdge Modification algorithm, Computing 97(12): 1165-1184, 2015(SCIIF：2.063) [35]. Wei Tian, Tinghuai Ma, Yuhui Zheng, Xin Wang, Yuan Tian, AbdullahAl-Dhelaan, Mznah Al-Rodhaan, Weighted Curvature-Preserving PDE Image Filtering Method, Computers & Mathematics withApplications, 70(6), 1336–1344, 2015 (SCI,IF:2.811) [36].Tinghuai Ma, Chuanxin Jing ,Rongtao Hou, Meili Tang, Jie Cao, Yuan Tian, Chi-squarestatistics feature selection based on term frequency and distribution for textcategorization, IETE J RES, 61(4): 351-362, 2015[37].Yu Xue, Shuiming Zhong,Tinghuai Ma, Jie Cao, A Hybrid Evolutionary Algorithm for NumericalOptimization Problem. Intelligent, Automation & Soft Computing 21(4):473-490 (2015)[38].Tinghuai MA, Jinjuan ZHOU,Meili TANG, Yuan TIAN, Abdullah AL-DHELAAN, MZNAH AL-RODHAAN, and SUNGYOUNGLEE, Social network and tag sources based augmenting collaborative recommendersystem, IEICE transaction on Information and Systems, 98-D(4): 902-910, 2015[39].Tinghuai Ma, Yinhua Lu, SunyuanShi, Wei Tian, XinWang, Donghai Guan. Data resource discovery model based onhybrid architecture in data grid environment. Concurrency Computat.: Pract.Exper., 27(3): 507–525 ,2015[40].Tinghuai Ma, Lu Li, Sai Ji, XinWang, Yuan Tian, Abdullah Al-Dhelaan, Optimized Laplacian Image SharpeningAlgorithm Based on Graphic Processing Unit, Physica A, 416(2014), 400-410

软件著作权 1. 基于粗糙集的数据挖掘系统软件V1.0(2006SR17358)，国家版权局，2006.12.152. 内容管理系统V1.0(2008121590), 国家版权局，2008.93. 雷达个例元数据采集系统软件v1.0 (2008SR37696) 2008.124. 新农村信息化综合管理系统 V1.0 (2008SR36902) 2008.125. 纺织行业ERPV1.0 (2008SR37695 )2008.126. 气象年鉴管理系统VER1.0(2011SR002579)2011.27. MICAPS数据入库系统VER1.0（2011SR002578）2011.28. 气象预报服务产品资料入库系统VER1.0（2011SR002577）2011.29. 生态气象资料入库系统VER1.0（2011SR002656）2011.210.气象人才预警系统VER1.0（2011SR007936）2011.211.气象业务预警监控系统VER1.0（2011SR007937）2011.212.船舶信息采集系统VER1.0（2011SR008058）2011.213.船舶信息采集管理系统VER1.0（2011SR008054）2011.214.气象卫星产品入库系统VER1.0（2011SR008051）2011.215.气象业务监控配置系统VER1.0（2011SR008017）2011.216.气象地面降水数据集处理系统VER1.0（2011SR007999）2011.2专利：[1]. 马廷淮,单鑫,基于canny算子和边缘点统计的车辆轮廓识别方法(ZL201010612592.4),发明专利，2012.11（授权）[2]. 马廷淮, 陆颍华,郑钰辉,田伟, 姚永雷,基于位置指纹识别算法的安卓设备WIFI室内定位方法201310120751.2，发明专利，2016.01.13（授权）[3]. 马廷淮 ,杨蓉,储彬彬 , 田伟, 钟水明, 一种基于描点和位置指纹的WiFi室内定位方法， 201310346648.X, 发明专利2016.08.10（授权）[4]. 马廷淮 , 周金娟 , 朱节中 , 曹杰,一种基于自适应多最小支持度的关联规则推荐方法，201310688735.3, 发明专利，2016.08.31（授权）[5]. 小提琴校音器ZL201220252692.5，实用新型, 2012.12（授权）[6]. 智能楼道照明系统控制系统 ZL201220252695.9，实用新型2012.12（授权）[7]. 马廷淮 , 王耀 , 曹杰 , 钟水明, 一种电视节目推荐方法 201310682948.5，发明专利，2013.12.18（公开）[8]. 马廷淮,索夏菲, 唐美丽,曹杰,薛羽,钟水明, 一种带权重社会网络的泛化方法, CN201410579139.6 ,发明专利，2013.12.13（公开）[9]. 马廷淮 , 储雅 , 田伟 , 钟水明, 基于量子粒子群优化算法的多目标工作流动态调度方法， 201310750460.1， 发明专利，2013.12.31（公开）[10]. 马廷淮 , 陆颖华 , 田伟 , 朱节中一种基于局部敏感哈希改进算法的相似性数据检索方法，201310664350.3,发明专利，2013.12.17（公开）[11]. 马廷淮 , 张玉亮 , 朱节中 , 曹杰 ,一种社会网络数据敏感属性隐私保护方法 ，201310683002，发明专利，2013.12.13（公开）[12]. 马廷淮 , 王耀 , 唐美丽 , 薛羽 , 钟水明 , 曹杰, 一种基于网络结构优化的节点属性划分朋友圈的方法 201410629873.9, 发明专利,2014.11.11[13]. 马廷淮 , 金传鑫 , 侯荣涛 , 田伟 , 薛羽,一种基于术语频率和卡方统计的文本分类特征选择方法 201410629761.3发明专利专利申请 2014.11.10 [14]. 马廷淮 , 徐熙超 , 田伟 , 薛羽 , 钟水明 , 曹杰一种基于海量气象数据的存储与检索方法 201410611227.x 发明专利 专利申请 2014.11.06[15]. 马廷淮 , 瞿晶晶 , 田伟 , 薛羽 , 曹杰, 一种海量web日志数据查询与分析方法 201410596395.6发明专利 专利申请 2014.11.01 [16]. 马廷淮 , 郭莉敏 , 唐美丽 , 曹杰 , 钟水明 , 薛羽基于时间信息的适应用户兴趣变化的动态推荐方法 201410583981.7发明专利 专利申请 2014.10.28 [17]. 马廷淮 , 索夏菲 , 唐美丽 , 曹杰 , 薛羽 , 钟水明,一种带权重社会网络的泛化方法 201410579139.6 发明专利 专利申请 2014.10.27 [18]. 马廷淮 , 赵波 , 张正宇 , 霍晶晶，一种基于SIVV特征的文档粗分类方法 201510227324.3 发明专利 专利申请 2015.05.06[19]. 马廷淮 , 李璐 , 郑钰辉 , 田伟 , 王兴 , 苗春生，一种基于GPU的并行拉普拉斯图像锐化方法 CN201510248951.5 发明专利 专利申请 2015.05.15[20]. 马廷淮 , 李坚 , 郑钰辉 , 田伟 , 王兴 , 苗春生，基于贝叶斯原理与维纳滤波的相机抖动模糊图像复原方法- CN201510315447.2发明专利 专利申请 2015.06.10