:facetid:toc:\"db/conf/sdm/sdm2013.bht\"OK:facetid:toc:db/conf/sdm/sdm2013.bhtWei Ding 0003Xindong Wu 0001Shichao ZhangXiaofeng Zhu 0001Feature Selection by Joint Graph Sparse Coding.SDM803-8112013Conference and Workshop Papersclosedconf/sdm/0003W0Z1310.1137/1.9781611972832.89https://doi.org/10.1137/1.9781611972832.89https://dblp.org/rec/conf/sdm/0003W0Z13URL#4200406Zubin AbrahamMalgorzata LiszewskaPerdinanPang-Ning TanJulie WinklerShiyuan ZhongDistribution Regularized Regression Framework for Climate Modeling.SDM333-3412013Conference and Workshop Papersclosedconf/sdm/AbrahamLPTWZ1310.1137/1.9781611972832.37https://doi.org/10.1137/1.9781611972832.37https://dblp.org/rec/conf/sdm/AbrahamLPTWZ13URL#4200407Ayan AcharyaJoydeep GhoshEduardo R. HruschkaJean-David RuviniBadrul SarwarProbabilistic Combination of Classifier and Cluster Ensembles for Non-transductive Learning.SDM288-2962013Conference and Workshop Papersclosedconf/sdm/AcharyaGHRS1310.1137/1.9781611972832.32https://doi.org/10.1137/1.9781611972832.32https://dblp.org/rec/conf/sdm/AcharyaGHRS13URL#4200408Sreangsu AcharyyaArindam Banerjee 0001Daniel BoleyBregman Divergences and Triangle Inequality.SDM476-4842013Conference and Workshop Papersclosedconf/sdm/AcharyyaBB1310.1137/1.9781611972832.53https://doi.org/10.1137/1.9781611972832.53https://dblp.org/rec/conf/sdm/AcharyyaBB13URL#4200409Lada A. AdamicChristos FaloutsosTheodore J. IwashynaB. Aditya PrakashHanghang TongFractional Immunization in Networks.SDM659-6672013Conference and Workshop Papersclosedconf/sdm/AdamicFIPT1310.1137/1.9781611972832.73https://doi.org/10.1137/1.9781611972832.73https://dblp.org/rec/conf/sdm/AdamicFIPT13URL#4200410Karthik SubbianCharu C. AggarwalJaideep SrivastavaPhilip S. YuCommunity Detection with Prior Knowledge.SDM405-4132013Conference and Workshop Papersclosedconf/sdm/AggarwalSSY1310.1137/1.9781611972832.45https://doi.org/10.1137/1.9781611972832.45https://dblp.org/rec/conf/sdm/AggarwalSSY13URL#4200411Ankit Agrawal 0001Zhengzhang ChenYu Cheng 0001Alok N. ChoudharyHaotian LiuMd. Mostofa Ali PatwaryYusheng XieKunpeng ZhangGraphical Modeling of Macro Behavioral Targeting in Social Networks.SDM740-7482013Conference and Workshop Papersclosedconf/sdm/AgrawalCCCLPXZ1310.1137/1.9781611972832.82https://doi.org/10.1137/1.9781611972832.82https://dblp.org/rec/conf/sdm/AgrawalCCCLPXZ13URL#4200412Leman AkogluDuen Horng ChauChristos FaloutsosNikolaj TattiHanghang TongJilles VreekenMining Connection Pathways for Marked Nodes in Large Graphs.SDM37-452013Conference and Workshop Papersclosedconf/sdm/AkogluCFTTV1310.1137/1.9781611972832.5https://doi.org/10.1137/1.9781611972832.5https://dblp.org/rec/conf/sdm/AkogluCFTTV13URL#4200413Aijun AnMehdi KargarMorteza ZihayatFinding Affordable and Collaborative Teams from a Network of Experts.SDM587-5952013Conference and Workshop Papersclosedconf/sdm/AnKZ1310.1137/1.9781611972832.65https://doi.org/10.1137/1.9781611972832.65https://dblp.org/rec/conf/sdm/AnKZ13URL#4200414Shin AndoEinoshin SuzukiTime-sensitive Classification of Behavioral Data.SDM458-4662013Conference and Workshop Papersclosedconf/sdm/AndoS1310.1137/1.9781611972832.51https://doi.org/10.1137/1.9781611972832.51https://dblp.org/rec/conf/sdm/AndoS13URL#4200415Ira AssentXuan-Hong DangBarbora MicenkováRaymond T. NgOutlier Detection with Space Transformation and Spectral Analysis.SDM225-2332013Conference and Workshop Papersclosedconf/sdm/AssentDMN1310.1137/1.9781611972832.25https://doi.org/10.1137/1.9781611972832.25https://dblp.org/rec/conf/sdm/AssentDMN13URL#4200416Alexios KotsifakosPanagiotis PapapetrouVassilis AthitsosIBSM: Interval-Based Sequence Matching.SDM596-6042013Conference and Workshop Papersclosedconf/sdm/AthitsosKP1310.1137/1.9781611972832.66https://doi.org/10.1137/1.9781611972832.66https://dblp.org/rec/conf/sdm/AthitsosKP13URL#4200417James Bailey 0001Jeffrey ChanKotagiri RamamohanaraoChristopher LeckieWei Liu 0007Mining Labelled Tensors by Discovering both their Common and Discriminative Subspaces.SDM614-6222013Conference and Workshop Papersclosedconf/sdm/BaileyCRLL1310.1137/1.9781611972832.68https://doi.org/10.1137/1.9781611972832.68https://dblp.org/rec/conf/sdm/BaileyCRLL13URL#4200418Ramnath BalasubramanyanWilliam W. CohenRegularization of Latent Variable Models to Obtain Sparsity.SDM414-4222013Conference and Workshop Papersclosedconf/sdm/BalasubramanyanC1310.1137/1.9781611972832.46https://doi.org/10.1137/1.9781611972832.46https://dblp.org/rec/conf/sdm/BalasubramanyanC13URL#4200419Karthik SubbianArindam Banerjee 0001Climate Multi-model Regression Using Spatial Smoothing.SDM324-3322013Conference and Workshop Papersclosedconf/sdm/BanerjeeS1310.1137/1.9781611972832.36https://doi.org/10.1137/1.9781611972832.36https://dblp.org/rec/conf/sdm/BanerjeeS13URL#4200420Tong ZhaoNaiwen BianChunping LiMengya LiTopic-Level Expert Modeling in Community Question Answering.SDM776-7842013Conference and Workshop Papersclosedconf/sdm/BianLLZ1310.1137/1.9781611972832.86https://doi.org/10.1137/1.9781611972832.86https://dblp.org/rec/conf/sdm/BianLLZ13URL#4200421Samuel J. BlasiakHuzefa RangwalaSithu SudarsanJoint Segmentation and Clustering in Text Corpuses.SDM485-4932013Conference and Workshop Papersclosedconf/sdm/BlasiakRS1310.1137/1.9781611972832.54https://doi.org/10.1137/1.9781611972832.54https://dblp.org/rec/conf/sdm/BlasiakRS13URL#4200422Arnold P. BoedihardjoFeng Chen 0001Haili DongChang-Tien LuBingsheng WangA Hierarchical Probabilistic Model for Low Sample Rate Home-Use Energy Disaggregation.SDM704-7122013Conference and Workshop Papersclosedconf/sdm/BoedihardjoCDLW1310.1137/1.9781611972832.78https://doi.org/10.1137/1.9781611972832.78https://dblp.org/rec/conf/sdm/BoedihardjoCDLW13URL#4200423Petko BogdanovChristos FaloutsosMisael MongiovìEvangelos E. PapalexakisRazvan RancaAmbuj K. SinghNetSpot: Spotting Significant Anomalous Regions on Dynamic Networks.SDM28-362013Conference and Workshop Papersclosedconf/sdm/BogdanovFMPRS1310.1137/1.9781611972832.4https://doi.org/10.1137/1.9781611972832.4https://dblp.org/rec/conf/sdm/BogdanovFMPRS13URL#4200424Christian Böhm 0001Jing Feng 0003Xiao He 0002Son T. MaiEfficient Anytime Density-based Clustering.SDM112-1202013Conference and Workshop Papersclosedconf/sdm/BohmFHM1310.1137/1.9781611972832.13https://doi.org/10.1137/1.9781611972832.13https://dblp.org/rec/conf/sdm/BohmFHM13URL#4200425Klemens BöhmFabian KellerEmmanuel MüllerHoang Vu NguyenJilles VreekenCMI: An Information-Theoretic Contrast Measure for Enhancing Subspace Cluster and Outlier Detection.SDM198-2062013Conference and Workshop Papersclosedconf/sdm/BohmKMNV1310.1137/1.9781611972832.22https://doi.org/10.1137/1.9781611972832.22https://dblp.org/rec/conf/sdm/BohmKMNV13URL#4200426Jaya KawaleDaniel BoleyConstrained Spectral Clustering using L1 Regularization.SDM103-1112013Conference and Workshop Papersclosedconf/sdm/BoleyK1310.1137/1.9781611972832.12https://doi.org/10.1137/1.9781611972832.12https://dblp.org/rec/conf/sdm/BoleyK13URL#4200427Xi C. ChenKarsten SteinhaeuserShyam BoriahSnigdhansu ChatterjeeVipin Kumar 0001Contextual Time Series Change Detection.SDM503-5112013Conference and Workshop Papersclosedconf/sdm/BoriahCCKS1310.1137/1.9781611972832.56https://doi.org/10.1137/1.9781611972832.56https://dblp.org/rec/conf/sdm/BoriahCCKS13URL#4200428Shyam BoriahAnkush KhandelwalVipin Kumar 0001Varun MithalKarsten SteinhaeuserChange Detection from Temporal Sequences of Class Labels: Application to Land Cover Change Mapping.SDM650-6582013Conference and Workshop Papersclosedconf/sdm/BoriahKKMS1310.1137/1.9781611972832.72https://doi.org/10.1137/1.9781611972832.72https://dblp.org/rec/conf/sdm/BoriahKKMS13URL#4200429John F. CannyHuasha ZhaoButterfly Mixing: Accelerating Incremental-Update Algorithms on Clusters.SDM785-7932013Conference and Workshop Papersclosedconf/sdm/CannyZ1310.1137/1.9781611972832.87https://doi.org/10.1137/1.9781611972832.87https://dblp.org/rec/conf/sdm/CannyZ13URL#4200430Longbing CaoZhifeng HaoBo Liu 0002Yanshan XiaoPhilip S. YuRobust Textual Data Streams Mining Based on Continuous Transfer Learning.SDM731-7392013Conference and Workshop Papersclosedconf/sdm/CaoHLXY1310.1137/1.9781611972832.81https://doi.org/10.1137/1.9781611972832.81https://dblp.org/rec/conf/sdm/CaoHLXY13URL#4200431Longbing CaoJinjiu LiCan Wang 0004Philip S. YuEfficient Selection of Globally Optimal Rules on Large Imbalanced Data Based on Rule Coverage Relationship Analysis.SDM216-2242013Conference and Workshop Papersclosedconf/sdm/CaoLWY1310.1137/1.9781611972832.24https://doi.org/10.1137/1.9781611972832.24https://dblp.org/rec/conf/sdm/CaoLWY13URL#4200432Ümit V. ÇatalyürekKamer KayaAhmet Erdem SariyüceErik SauleShattering and Compressing Networks for Betweenness Centrality.SDM686-6942013Conference and Workshop Papersclosedconf/sdm/CatalyurekKSS1310.1137/1.9781611972832.76https://doi.org/10.1137/1.9781611972832.76https://dblp.org/rec/conf/sdm/CatalyurekKSS13URL#4200433Sanjay ChawlaAristides Gionisk-means-: A Unified Approach to Clustering and Outlier Detection.SDM189-1972013Conference and Workshop Papersclosedconf/sdm/ChawlaG1310.1137/1.9781611972832.21https://doi.org/10.1137/1.9781611972832.21https://dblp.org/rec/conf/sdm/ChawlaG13URL#4200434Bing Hu 0001Yanping Chen 0005Eamonn J. KeoghTime Series Classification under More Realistic Assumptions.SDM578-5862013Conference and Workshop Papersclosedconf/sdm/Chen0K1310.1137/1.9781611972832.64https://doi.org/10.1137/1.9781611972832.64https://dblp.org/rec/conf/sdm/Chen0K13URL#4200435Zhengzhang ChenAlok N. ChoudharyJohn JenkinsVipin Kumar 0001Anatoli V. MelechkoJinfeng RaoNagiza F. SamatovaFredrick H. M. SemazziAutomatic Detection and Correction of Multi-class Classification Errors Using System Whole-part Relationships.SDM494-5022013Conference and Workshop Papersclosedconf/sdm/ChenCJKMRSS1310.1137/1.9781611972832.55https://doi.org/10.1137/1.9781611972832.55https://dblp.org/rec/conf/sdm/ChenCJKMRSS13URL#4200436Yuguo ChenJiawei Han 0001Ming JiJialu LiuLu SuChi Wang 0001Hongning WangOn the Detectability of Node Grouping in Networks.SDM713-7212013Conference and Workshop Papersclosedconf/sdm/ChenHJLSWW1310.1137/1.9781611972832.79https://doi.org/10.1137/1.9781611972832.79https://dblp.org/rec/conf/sdm/ChenHJLSWW13URL#4200437Zheng Chen 0001Chengtao LiJian-Tao SunJianwen ZhangSentiment Topic Model with Decomposed Prior.SDM767-7752013Conference and Workshop Papersclosedconf/sdm/ChenLSZ1310.1137/1.9781611972832.85https://doi.org/10.1137/1.9781611972832.85https://dblp.org/rec/conf/sdm/ChenLSZ13URL#4200438Ling Chen 0006Chunyang LiuChengqi ZhangMining Probabilistic Representative Frequent Patterns From Uncertain Data.SDM73-812013Conference and Workshop Papersclosedconf/sdm/ChenLZ1310.1137/1.9781611972832.9https://doi.org/10.1137/1.9781611972832.9https://dblp.org/rec/conf/sdm/ChenLZ13URL#4200439Li Chen 0009Weike PanCoFiSet: Collaborative Filtering via Learning Pairwise Preferences over Item-sets.SDM180-1882013Conference and Workshop Papersclosedconf/sdm/ChenP1310.1137/1.9781611972832.20https://doi.org/10.1137/1.9781611972832.20https://dblp.org/rec/conf/sdm/ChenP13URL#4200440Xueqi ChengJiafeng GuoShenghua LiuYanfeng WangXiaohui YanLearning Topics in Short Texts by Non-negative Matrix Factorization on Term Correlation Matrix.SDM749-7572013Conference and Workshop Papersclosedconf/sdm/ChengGLWY1310.1137/1.9781611972832.83https://doi.org/10.1137/1.9781611972832.83https://dblp.org/rec/conf/sdm/ChengGLWY13URL#4200441Hong Cheng 0001Jihang YeZhe ZhuWhat's Your Next Move: User Activity Prediction in Location-based Social Networks.SDM171-1792013Conference and Workshop Papersclosedconf/sdm/ChengYZ1310.1137/1.9781611972832.19https://doi.org/10.1137/1.9781611972832.19https://dblp.org/rec/conf/sdm/ChengYZ13URL#4200442Stéphan ClémençonSylvain RobbianoJessica TressouMaximal Deviations of Incomplete U-statistics with Applications to Empirical Risk Sampling.SDM19-272013Conference and Workshop Papersclosedconf/sdm/ClemenconRT1310.1137/1.9781611972832.3https://doi.org/10.1137/1.9781611972832.3https://dblp.org/rec/conf/sdm/ClemenconRT13URL#4200443William W. CohenBhavana Bharat DalviVery Fast Similarity Queries on Semi-Structured Data from the Web.SDM512-5202013Conference and Workshop Papersclosedconf/sdm/CohenD1310.1137/1.9781611972832.57https://doi.org/10.1137/1.9781611972832.57https://dblp.org/rec/conf/sdm/CohenD13URL#4200444Ryan R. CurtinAlexander G. GrayParikshit RamFast Exact Max-Kernel Search.SDM1-92013Conference and Workshop Papersclosedconf/sdm/CurtinGR1310.1137/1.9781611972832.1https://doi.org/10.1137/1.9781611972832.1https://dblp.org/rec/conf/sdm/CurtinGR13URL#4200445Ian DavidsonHongfei LiBuyue QianJun WangXiang Wang 0001Active Learning to Rank using Pairwise Supervision.SDM297-3052013Conference and Workshop Papersclosedconf/sdm/DavidsonLQWW1310.1137/1.9781611972832.33https://doi.org/10.1137/1.9781611972832.33https://dblp.org/rec/conf/sdm/DavidsonLQWW13URL#4200446Ian DavidsonBuyue QianXiang Wang 0001Jieping YeMulti-objective Multi-view Spectral Clustering via Pareto Optimization.SDM234-2422013Conference and Workshop Papersclosedconf/sdm/DavidsonQWY1310.1137/1.9781611972832.26https://doi.org/10.1137/1.9781611972832.26https://dblp.org/rec/conf/sdm/DavidsonQWY13URL#4200447Hongbo DengJiawei Han 0001Heng JiHao Li 0031Yue LuHongning WangExploring and Inferring User-User Pseudo-Friendship for Sentiment Analysis with Heterogeneous Networks.SDM378-3862013Conference and Workshop Papersclosedconf/sdm/DengHJLLW1310.1137/1.9781611972832.42https://doi.org/10.1137/1.9781611972832.42https://dblp.org/rec/conf/sdm/DengHJLLW13URL#4200448Chris H. Q. DingDeguang KongMiao ZhangCollective Kernel Construction in Noisy Environment.SDM64-722013Conference and Workshop Papersclosedconf/sdm/DingKZ1310.1137/1.9781611972832.8https://doi.org/10.1137/1.9781611972832.8https://dblp.org/rec/conf/sdm/DingKZ13URL#4200449Anna DrummondChris JermaineZografoula VagenaTopic Models For Feature Selection in Document Clustering.SDM521-5292013Conference and Workshop Papersclosedconf/sdm/DrummondJV1310.1137/1.9781611972832.58https://doi.org/10.1137/1.9781611972832.58https://dblp.org/rec/conf/sdm/DrummondJV13URL#4200450Avinava DubeyAhmed HefnySinead WilliamsonEric P. XingA Nonparametric Mixture Model for Topic Modeling over Time.SDM530-5382013Conference and Workshop Papersclosedconf/sdm/DubeyHWX1310.1137/1.9781611972832.59https://doi.org/10.1137/1.9781611972832.59https://dblp.org/rec/conf/sdm/DubeyHWX13URL#4200451Christos FaloutsosDanai KoutraJoshua T. VogelsteinDELTACON: A Principled Massive-Graph Similarity Function.SDM162-1702013Conference and Workshop Papersclosedconf/sdm/FaloutsosKV1310.1137/1.9781611972832.18https://doi.org/10.1137/1.9781611972832.18https://dblp.org/rec/conf/sdm/FaloutsosKV13URL#4200452Wei Fan 0001Xiaoxiao ShiPhilip S. YuDynamic Shaker Detection from Evolving Entities.SDM350-3582013Conference and Workshop Papersclosedconf/sdm/FanSY1310.1137/1.9781611972832.39https://doi.org/10.1137/1.9781611972832.39https://dblp.org/rec/conf/sdm/FanSY13URL#4200453Meng FangJie YinChengqi ZhangXingquan Zhu 0001Active Class Discovery and Learning for Networked Data.SDM315-3232013Conference and Workshop Papersclosedconf/sdm/FangYZZ1310.1137/1.9781611972832.35https://doi.org/10.1137/1.9781611972832.35https://dblp.org/rec/conf/sdm/FangYZZ13URL#4200454Zheng Fang 0013Zhongfei ZhangDiscriminative Transfer Learning on Manifold.SDM539-5472013Conference and Workshop Papersclosedconf/sdm/FangZ1310.1137/1.9781611972832.60https://doi.org/10.1137/1.9781611972832.60https://dblp.org/rec/conf/sdm/FangZ13URL#4200455Tanuja GanuSundararajan SellamanickamShirish K. ShevadeSparse Max-Margin Multiclass and Multi-label Classifier Design for Fast Inference.SDM423-4312013Conference and Workshop Papersclosedconf/sdm/GanuSS1310.1137/1.9781611972832.47https://doi.org/10.1137/1.9781611972832.47https://dblp.org/rec/conf/sdm/GanuSS13URL#4200456Jing Gao 0004Liang GeKang Li 0003Hung Q. Ngo 0001Aidong ZhangOn Handling Negative Transfer and Imbalanced Distributions in Multiple Source Transfer Learning.SDM261-2692013Conference and Workshop Papersclosedconf/sdm/GaoGLNZ1310.1137/1.9781611972832.29https://doi.org/10.1137/1.9781611972832.29https://dblp.org/rec/conf/sdm/GaoGLNZ13URL#4200457Jiliang TangXia HuHuiji GaoHuan Liu 0001Unsupervised Feature Selection for Multi-View Data in Social Media.SDM270-2782013Conference and Workshop Papersclosedconf/sdm/GaoHLT1310.1137/1.9781611972832.30https://doi.org/10.1137/1.9781611972832.30https://dblp.org/rec/conf/sdm/GaoHLT13URL#4200458Xia HuJiliang TangHuiji GaoHuan Liu 0001ActNeT: Active Learning for Networked Texts in Microblogging.SDM306-3142013Conference and Workshop Papersclosedconf/sdm/GaoHLT13a10.1137/1.9781611972832.34https://doi.org/10.1137/1.9781611972832.34https://dblp.org/rec/conf/sdm/GaoHLT13aURL#4200459Jing Gao 0004Jiawei Han 0001Jialu LiuChi Wang 0001Multi-View Clustering via Joint Nonnegative Matrix Factorization.SDM252-2602013Conference and Workshop Papersclosedconf/sdm/GaoHLW1310.1137/1.9781611972832.28https://doi.org/10.1137/1.9781611972832.28https://dblp.org/rec/conf/sdm/GaoHLW13URL#4200460Aristides GionisEvimaria TerziPanayiotis TsaparasOpinion Maximization in Social Networks.SDM387-3952013Conference and Workshop Papersclosedconf/sdm/GionisTT1310.1137/1.9781611972832.43https://doi.org/10.1137/1.9781611972832.43https://dblp.org/rec/conf/sdm/GionisTT13URL#4200461Noam GoldbergSven LeyfferTodd S. MunsonA New Perspective on Convex Relaxations of Sparse SVM.SDM450-4572013Conference and Workshop Papersclosedconf/sdm/GoldbergLM1310.1137/1.9781611972832.50https://doi.org/10.1137/1.9781611972832.50https://dblp.org/rec/conf/sdm/GoldbergLM13URL#4200462Alexander G. GrayHassan A. KingraviPatricio A. VelaReduced Set KPCA for Improving the Training and Execution Speed of Kernel Machines.SDM441-4492013Conference and Workshop Papersclosedconf/sdm/GrayKV1310.1137/1.9781611972832.49https://doi.org/10.1137/1.9781611972832.49https://dblp.org/rec/conf/sdm/GrayKV13URL#4200463Zhifeng HaoBo Liu 0002Yanshan XiaoPhilip S. YuMODS: Multiple One-class Data Streams Learning from Homogeneous Data.SDM722-7302013Conference and Workshop Papersclosedconf/sdm/HaoLXY1310.1137/1.9781611972832.80https://doi.org/10.1137/1.9781611972832.80https://dblp.org/rec/conf/sdm/HaoLXY13URL#4200464Robert W. HarrisonIrene T. WeberXiaxia YuSparse Representation for HIV-1 Protease Drug Resistance Prediction.SDM342-3492013Conference and Workshop Papersclosedconf/sdm/HarrisonWY1310.1137/1.9781611972832.38https://doi.org/10.1137/1.9781611972832.38https://dblp.org/rec/conf/sdm/HarrisonWY13URL#4200465Milos HauskrechtZitao LiuLei WuModeling Clinical Time Series Using Gaussian Process Sequences.SDM623-6312013Conference and Workshop Papersclosedconf/sdm/HauskrechtLW1310.1137/1.9781611972832.69https://doi.org/10.1137/1.9781611972832.69https://dblp.org/rec/conf/sdm/HauskrechtLW13URL#4200466Dan He 0001Douglas Stott Parker Jr.SemInf: A Burst-based Semantic Influence Model for Biomedical Topic Influence.SDM548-5592013Conference and Workshop Papersclosedconf/sdm/HeP1310.1137/1.9781611972832.61https://doi.org/10.1137/1.9781611972832.61https://dblp.org/rec/conf/sdm/HeP13URL#4200467Douglas R. 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