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ACM SIGKDD international conference on knowledge discovery and data mining;KDD 10

召开年：2010
召开地：Washington, DC(US);Washington, DC(US)
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1.The Next Generation of Transportation Systems, Greenhouse Emissions, and Data Mining

机译：下一代运输系统，温室气体排放和数据挖掘
- 作者：Hillol Kargupta;Joao Gama;Wei Fan
- 会议名称：《ACM SIGKDD international conference on knowledge discovery and data mining;KDD 10》 | 2011年
- Transportation Systems;
- Data Mining;
2.Designing Efficient Cascaded Classifiers: Tradeoff between Accuracy and Cost

机译：设计高效的级联分类器：精度与成本之间的权衡
- 作者：Vikas C. Raykar;Balaji Krishnapuram;Shipeng Yu
- 会议名称：《ACM SIGKDD international conference on knowledge discovery and data mining;KDD 10》 | 2011年
- cascade design;
- cost sensitive learning;
- accuracy vs cost;
3.Fast Query Execution for Retrieval Models Based on Path-Constrained Random Walks

机译：基于路径约束的随机游走的检索模型快速查询执行
- 作者：Ni Lao;William W. Cohen
- 会议名称：《ACM SIGKDD international conference on knowledge discovery and data mining;KDD 10》 | 2011年
- Relational Retrieval;
- Path-Constrained Random Walks;
- Learning to Rank;
- Filtering and Recommending;
4.Transfer Metric Learning by Learning Task Relationships

机译：通过学习任务关系来转移度量学习
- 作者：Yu Zhang;Dit-Yan Yeung
- 会议名称：《ACM SIGKDD international conference on knowledge discovery and data mining;KDD 10》 | 2011年
- Metric Learning;
- Transfer Learning;
- Multi-Task Learning;
5.Combined Regression and Ranking

机译：组合回归和排名
- 作者：D. Sculley
- 会议名称：《ACM SIGKDD international conference on knowledge discovery and data mining;KDD 10》 | 2011年
- ranking;
- regression;
- large-scale data;
6.Multi-Label Learning by Exploiting Label Dependency

机译：利用标签依赖性进行多标签学习
- 作者：Min-Ling Zhang;Kun Zhang
- 会议名称：《ACM SIGKDD international conference on knowledge discovery and data mining;KDD 10》 | 2011年
7.Fast Euclidean Minimum Spanning Tree: Algorithm, Analysis, and Applications

机译：快速欧几里德最小生成树：算法，分析和应用
- 作者：William B. March;Parikshit Ram;Alexander G. Gray
- 会议名称：《ACM SIGKDD international conference on knowledge discovery and data mining;KDD 10》 | 2011年
- Adaptive Algorithm Analysis;
- Euclidean Minimum Spanning Trees;
8.Boosting with Structure Information in the Functional Space: an Application to Graph Classification

机译：功能空间中结构信息的增强：在图分类中的应用
- 作者：Hongliang Fei;Jun Huan
- 会议名称：《ACM SIGKDD international conference on knowledge discovery and data mining;KDD 10》 | 2011年
- L1 Regularization;
- Graph Classification;
- Semi-Structured Data;
- Boosting;
- Feature Selection;
9.Discriminative Topic Modeling based on Manifold Learning

机译：基于流形学习的判别性主题建模
- 作者：Seungil Huh;Stephen E. Fienberg
- 会议名称：《ACM SIGKDD international conference on knowledge discovery and data mining;KDD 10》 | 2011年
- Topic modeling;
- Dimensionality reduction;
- Document classification;
- Semi-supervised learning;
10.Online Multiscale Dynamic Topic Models

机译：在线多尺度动态主题模型
- 作者：Tomoharu Iwata;Takeshi Yamada;Yasushi Sakurai;Naonori Ueda
- 会议名称：《ACM SIGKDD international conference on knowledge discovery and data mining;KDD 10》 | 2011年
- opic model;
- Time-series analysis;
- Online learning;
11.Topic Models with Power-Law Using Pitman-Yor Process

机译：使用Pitman-Yor过程的幂律主题模型
- 作者：Issei Sato;Hiroshi Nakagawa
- 会议名称：《ACM SIGKDD international conference on knowledge discovery and data mining;KDD 10》 | 2011年
- Topic Model;
- Latent Dirichlet Allocation;
- Nonparametric Bayes;
- Pitman-Yor Process;
- Power-law;
12.The Topic-Perspective Model for Social Tagging Systems

机译：社会标签系统的主题视角模型
- 作者：Caimei lu;Xiaohua Hu;Xin Chen;Jung-ran Park;TingTing He;Zhoujun Li
- 会议名称：《ACM SIGKDD international conference on knowledge discovery and data mining;KDD 10》 | 2011年
- Social tagging;
- Social annotation;
- User modeling;
- Perplexity.;
13.Combining Predictions for Accurate Recommender Systems

机译：准确的推荐系统的组合预测
- 作者：Michael Jahrer;Andreas Toscher;Robert Legenstein
- 会议名称：《ACM SIGKDD international conference on knowledge discovery and data mining;KDD 10》 | 2011年
- Recommender Systems;
- Netflix;
- Supervised Learning;
- Ensemble Learning;
14.Temporal Recommendation on Graphs via Long- and Short-term Preference Fusion

机译：通过长期和短期偏好融合对图进行时间推荐
- 作者：Liang Xiang;Quan Yuan;Shiwan Zhao;Li Chen;Xiatian Zhang;et al
- 会议名称：《ACM SIGKDD international conference on knowledge discovery and data mining;KDD 10》 | 2011年
- Temporal Recommendation;
- Graph;
- User Preference;
15.Learning to Combine Discriminative Classifiers - Confidence based

机译：学习合并判别式分类器-基于置信度
- 作者：Chi-Hoon Lee
- 会议名称：《ACM SIGKDD international conference on knowledge discovery and data mining;KDD 10》 | 2011年
- Classification;
- Ensemble;
- Discriminative classifier;
- Logistic Regression;
16.Document Clustering via Dirichlet Process Mixture Model with Feature Selection

机译：通过具有特征选择的Dirichlet过程混合模型进行文档聚类
- 作者：Guan Yu;Ruizhang Huang;Zhaojun Wang
- 会议名称：《ACM SIGKDD international conference on knowledge discovery and data mining;KDD 10》 | 2011年
- Document Clustering;
- Dirichlet Process Mixture Model;
- Feature Selection.;
17.Semi-Supervised Feature Selection for Graph Classification

机译：图分类的半监督特征选择
- 作者：Xiangnan Kong;Philip S. Yu
- 会议名称：《ACM SIGKDD international conference on knowledge discovery and data mining;KDD 10》 | 2011年
- Semi-Supervised Learning;
- Feature Selection;
- Graph Classification;
- Data Mining;
18.Redefining Class Definitions using Constraint-Based Clustering

机译：使用基于约束的聚类重新定义类定义
- 作者：Dan R. Preston;Carla E. Bradley;Roni Khardon;Damien Sulla-Menashe;Mark Friedl
- 会议名称：《ACM SIGKDD international conference on knowledge discovery and data mining;KDD 10》 | 2011年
- KDD-Process;
- mining scientific data;
- constraint-based clustering;
- class discovery;
- remote sensing;
19.Class-Specific Error Bounds for Ensemble Classifiers

机译：集成分类器的特定于类的错误界限
- 作者：Ryan J. Prenger;Tracy D. Lemmond;Kush R. Varshney;Barry Y. Chen;William G. Hanley
- 会议名称：《ACM SIGKDD international conference on knowledge discovery and data mining;KDD 10》 | 2011年
- Classifiers;
- Ensemble;
- Cost-Specific;
20.Trust Network Inference for Online Rating Data Using Generative Models

机译：使用生成模型的在线评级数据的信任网络推断
- 作者：Freddy Chong Tat Chua;Ee-Peng Lim
- 会议名称：《ACM SIGKDD international conference on knowledge discovery and data mining;KDD 10》 | 2011年
- probability;
- statistics;
- trust prediction;
- social network;
21.An Energy-Efficient Mobile Recommender System

机译：节能的移动推荐系统
- 作者：Yong Ge;Hui Xiong;Alexander Tuzhilin;Keli Xiao
- 会议名称：《ACM SIGKDD international conference on knowledge discovery and data mining;KDD 10》 | 2011年
- Mobile Recommender System;
- Trajectory Data Analysis;
22.Mixture Models for Learning Low-dimensional Roles in High-dimensional Data

机译：学习高维数据中低维角色的混合模型
- 作者：Manas Somaiya;Christopher Jermaine;Saniay Ranka
- 会议名称：《ACM SIGKDD international conference on knowledge discovery and data mining;KDD 10》 | 2011年
- High-Dimensional Data;
- MCMC;
- Mixture Models;
23.Towards Mobility-based Clustering

机译：迈向基于移动性的集群
- 作者：Siyuan Liu;Yunhuai Liu;Lionel M. Ni;Jianping Fan;Minglu Li
- 会议名称：《ACM SIGKDD international conference on knowledge discovery and data mining;KDD 10》 | 2011年
- Mobility-based clustering;
- traffic detection;
- vehicle;
- crowdedness;
24.An Efficient Causal Discovery Algorithm for Linear Models

机译：线性模型的有效因果发现算法
- 作者：Zhenxing Wang;Laiwan Chan
- 会议名称：《ACM SIGKDD international conference on knowledge discovery and data mining;KDD 10》 | 2011年
- Bayesian networks;
- causal modeling;
- graphical models;
25.Semi-Supervised Sparse Metric Learning Using Alternating Linearization Optimization

机译：使用交替线性化优化的半监督稀疏度量学习
- 作者：Wei Liu;Shiqian Ma;Dacheng Tao;Jianzhuang Liu;Peng Liu
- 会议名称：《ACM SIGKDD international conference on knowledge discovery and data mining;KDD 10》 | 2011年
26.Multi-Task Learning for Boosting with Application to Web Search Ranking

机译：多任务学习，可促进应用到网络搜索排名
- 作者：Olivier Chapelle;Pannagadatta;Srinivas Vadrevu;Kilian Weinberger;Ya Zhang;et al
- 会议名称：《ACM SIGKDD international conference on knowledge discovery and data mining;KDD 10》 | 2011年
27.PET: A Statistical Model for Popular Events Tracking in Social Communities

机译：PET：社交社区中流行事件跟踪的统计模型
- 作者：Cindy Xide Lin;Bo Zhao;Qiaozhu Mei;Jiawei Han
- 会议名称：《ACM SIGKDD international conference on knowledge discovery and data mining;KDD 10》 | 2011年
- PET;
- popular events tracking;
- social communities;
- topic modeling;
28.Growing a Tree in the Forest: Constructing Folksonomies by Integrating Structured Metadata

机译：在森林中种树：通过整合结构化元数据来构建民间分类法
- 作者：Anon Plangprasopchok;Kristina Lerman;Lise Getoor
- 会议名称：《ACM SIGKDD international conference on knowledge discovery and data mining;KDD 10》 | 2011年
- Folksonomies;
- Taxonomies;
- Collective Knowledge;
- Social Information Processing;
- Data Mining;
- Social Metadata;
- Relational Clustering;
29.Mass Estimation and Its Applications

机译：质量估计及其应用
- 作者：Kai Ming Ting;Guang-Tong Zhou;Fei Tony Liu;James Tan Swee Chuan
- 会议名称：《ACM SIGKDD international conference on knowledge discovery and data mining;KDD 10》 | 2011年
30.DivRank: the Interplay of Prestige and Diversity in Information Networks

机译：DivRank：信息网络中信誉与多样性的相互作用
- 作者：Qiaozhu Mei;Jian Guo;Dragomir Radev
- 会议名称：《ACM SIGKDD international conference on knowledge discovery and data mining;KDD 10》 | 2011年
- Diversity;
- ranking;
- information networks;
- reinforced random walk;
31.Mining Program Workflow from Interleaved Traces

机译：交错跟踪中的挖掘程序工作流程
- 作者：Jian-Guanq Lou;Qianq Fu;Shengqi Yang;Jiang Li;Bin Wu
- 会议名称：《ACM SIGKDD international conference on knowledge discovery and data mining;KDD 10》 | 2011年
- Workflow mining;
- graphical behavior models;
- temporal properties;
32.Connecting the Dots Between News Articles

机译：连接新闻文章之间的点
- 作者：Dafna Shahaf;Carlos Guestrin
- 会议名称：《ACM SIGKDD international conference on knowledge discovery and data mining;KDD 10》 | 2011年
33.Discovering Frequent Subgraphs over Uncertain Graph Databases under Probabilistic Semantics

机译：在概率语义下在不确定图数据库上发现频繁子图
- 作者：Zhaonian Zou;Hong Gao;Jianzhong Li
- 会议名称：《ACM SIGKDD international conference on knowledge discovery and data mining;KDD 10》 | 2011年
- Uncertain graph;
- frequent subgraph;
- probabilistic semantics;
34.Fast Online Learning through Offline Initialization for Time-sensitive Recommendation

机译：通过离线初始化快速在线学习以获取时间敏感的推荐
- 作者：Deepak Agarwal;Bee-Chung Chen;Pradheep Elango
- 会议名称：《ACM SIGKDD international conference on knowledge discovery and data mining;KDD 10》 | 2011年
- Reduced rank regression;
- recommender systems;
- latent factor;
- factorization;
- dyadic data;
35.Training and Testing of Recommender Systems on Data Missing Not at Random

机译：推荐系统的随机数据丢失训练和测试
- 作者：Harald Steck
- 会议名称：《ACM SIGKDD international conference on knowledge discovery and data mining;KDD 10》 | 2011年
- Recommender Systems;
36.Generative Models for Ticket Resolution in Expert Networks

机译：专家网络中票证解析的生成模型
- 作者：Gengxin Miao;Louise E. Moser;Xifeng Yan
- 会议名称：《ACM SIGKDD international conference on knowledge discovery and data mining;KDD 10》 | 2011年
- Generative Model;
- Ticket Resolution;
- Expert Network;
37.Mining Positive and Negative Patterns for Relevance Feature Discovery

机译：挖掘正负模式相关特征发现
- 作者：Yuefeng Li;Abdulmohsen Algarni;Ning Zhong
- 会议名称：《ACM SIGKDD international conference on knowledge discovery and data mining;KDD 10》 | 2011年
- Text mining;
- Pattern mining;
- Relevance feature discovery;
38.Latent Aspect Rating Analysis on Review Text Data: A Rating Regression Approach

机译：审阅文本数据的潜在方面评分分析：一种评分回归方法
- 作者：Hongning Wang;Yue Lu;Chengxiang Zhai
- 会议名称：《ACM SIGKDD international conference on knowledge discovery and data mining;KDD 10》 | 2011年
- Opinion and sentiment analysis;
- review mining;
- latent rating analysis;
39.Modeling Relational Events via Latent Classes

机译：通过潜在类对关系事件建模
- 作者：Christopher DuBois;Padhraic Smyth
- 会议名称：《ACM SIGKDD international conference on knowledge discovery and data mining;KDD 10》 | 2011年
- Relational data;
- collapsed Gibbs sampling;
40.On Community Outliers and their Efficient Detection in Information Networks*

机译：关于社区异常值及其在信息网络中的有效检测*
- 作者：Jing Gaot;Feng Liang;Wei Fan;Chi Wang;Yizhou Sun;Jiawei Han
- 会议名称：《ACM SIGKDD international conference on knowledge discovery and data mining;KDD 10》 | 2011年
- outlier detection;
- community discovery;
- information networks;
41.Large Linear Classification When Data Cannot Fit In Memory

机译：数据无法放入内存时的大型线性分类
- 作者：Hsiang-Fu Yu;Cho-Jui Hsieh;Kai-Wei Chang;Chih-Jen Lin
- 会议名称：《ACM SIGKDD international conference on knowledge discovery and data mining;KDD 10》 | 2011年
42.Direct Mining of Discriminative Patterns for Classifying Uncertain Data

机译：直接挖掘区分数据的判别模式
- 作者：Chuancong Gao;Jianyong Wang
- 会议名称：《ACM SIGKDD international conference on knowledge discovery and data mining;KDD 10》 | 2011年
- Associative Classification;
- Uncertain Data;
- Frequent Pattern Mining;
- Expected Confidence;
43.Ensemble Pruning via Individual Contribution Ordering

机译：通过个人贡献排序进行整体修剪
- 作者：Zhenyu Lu;Xindong Wu;Xingquan Zhu;Josh Bongard
- 会议名称：《ACM SIGKDD international conference on knowledge discovery and data mining;KDD 10》 | 2011年
- ensemble learning;
- ensemble pruning;
44.The Community-search Problem and How to Plan a Successful Cocktail Party

机译：社区搜索问题以及如何组织成功的鸡尾酒会
- 作者：Mauro Sozio;Aristides Gionis
- 会议名称：《ACM SIGKDD international conference on knowledge discovery and data mining;KDD 10》 | 2011年
- graph mining;
- community detection;
- social networks;
- graph algorithms;
45.Inferring Networks of Diffusion and Influence

机译：推断网络的扩散和影响
- 作者：Manuel;Jure Leskovec;Andreas Krause
- 会议名称：《ACM SIGKDD international conference on knowledge discovery and data mining;KDD 10》 | 2011年
- Networks of diffusion;
- Information cascades;
- Blogs;
- News media;
- Meme-tracking;
- Social networks;
46.Scalable Influence Maximization for Prevalent Viral Marketing in Large-Scale Social Networks

机译：大规模社交网络中流行病毒营销的可扩展影响力最大化
- 作者：Wei Chen;Chi Wang;Yajun Wang
- 会议名称：《ACM SIGKDD international conference on knowledge discovery and data mining;KDD 10》 | 2011年
- influence maximization;
- social networks;
- viral marketing;
47.Finding Effectors in Social Networks

机译：在社交网络中寻找效应器
- 作者：Theodoras Lappas;Evimaria Terzi;Dimitrios Gunopulos;Heikki Mannila
- 会议名称：《ACM SIGKDD international conference on knowledge discovery and data mining;KDD 10》 | 2011年
- social networks;
- information propagation;
- graph algorithms;
48.Community-based Greedy Algorithm for Mining Top-K Influential Nodes in Mobile Social Networks

机译：基于社区的贪婪算法在移动社交网络中挖掘Top-K影响节点
- 作者：Yu Wang;Gao Cong;Guojie Song;Kunqing Xie
- 会议名称：《ACM SIGKDD international conference on knowledge discovery and data mining;KDD 10》 | 2011年
- Social Networks;
- Community Detection;
- Influence Maximization;
49.Social Action Tracking via Noise Tolerant Time-varying Factor Graphs

机译：通过耐噪声的时变因子图跟踪社会行为
- 作者：Chenhao Tan;Jie Tang;Jimeng Sun;Quan Lin;Fengjiao Wang
- 会议名称：《ACM SIGKDD international conference on knowledge discovery and data mining;KDD 10》 | 2011年
- Social action tracking;
- Time-varying factor graphs;
- Social influence analysis;
50.GLS-SOD: A Generalized Local Statistical Approach for Spatial Outlier Detection

机译：GLS-SOD：空间离群值检测的广义局部统计方法
- 作者：Feng Chen;Chang-Tien Lu;Arnold P. Boedihardjo
- 会议名称：《ACM SIGKDD international conference on knowledge discovery and data mining;KDD 10》 | 2011年
- Spatial Outlier Detection;
- Spatial Gaussian Random Field;
51.Evolutionary Hierarchical Dirichlet Processes for Multiple Correlated Time-varying Corpora

机译：多个相关时变语料库的进化递阶Dirichlet过程
- 作者：Jianwen Zhang;Yangqiu Song;Changshui Zhang;Shixia Liu
- 会议名称：《ACM SIGKDD international conference on knowledge discovery and data mining;KDD 10》 | 2011年
- Multiple correlated time-varying corpora;
- clustering;
- mixture models;
- Bayesian nonparametric methods;
- Dirichlet processes;
52.Online Discovery and Maintenance of Time Series Motifs

机译：在线发现和维护时间序列主题
- 作者：Abdullah Mueen;Eamonn Keogh
- 会议名称：《ACM SIGKDD international conference on knowledge discovery and data mining;KDD 10》 | 2011年
- Time Series;
- Motifs;
- Online Algorithms;
53.Mining Periodic Behaviors for Moving Objects

机译：挖掘运动对象的周期性行为
- 作者：Zhenhui Li;Bolin Ding;Jiawei Han;Roland Kays;Peter Nye
- 会议名称：《ACM SIGKDD international conference on knowledge discovery and data mining;KDD 10》 | 2011年
- Moving objects;
- periodic behavior;
- reference spot;
- Fourier Transform;
- autocorrelation;
- hierarchical clustering;
54.Compressed Fisher Linear Discriminant Analysis: Classification of Randomly Projected Data

机译：压缩Fisher线性判别分析：随机投影数据的分类
- 作者：Robert J. Durrant;Ata Kaban
- 会议名称：《ACM SIGKDD international conference on knowledge discovery and data mining;KDD 10》 | 2011年
- Dimensionality Reduction;
- Random Projection;
- Compressed Learning;
- Linear Discriminant Analysis;
- Classification;
55.Scalable Similarity Search with Optimized Kernel Hashing

机译：具有优化的内核哈希的可扩展相似性搜索
- 作者：Junfeng He;Wei Liu;Shih-Fu Chang
- 会议名称：《ACM SIGKDD international conference on knowledge discovery and data mining;KDD 10》 | 2011年
- hashing;
- search;
- indexing;
- nearest neighbor;
- scalable;
- kernel method;
- structure data;
56.Universal Multi-Dimensional Scaling

机译：通用多维缩放
- 作者：Arvind Agarwal;Jeff M. Phillips;Suresh
- 会议名称：《ACM SIGKDD international conference on knowledge discovery and data mining;KDD 10》 | 2011年
- Multi-dimensional scaling;
- dimensionality reduction;
57.Unsupervised Transfer Classification: Application to Text Categorization

机译：无监督传输分类：应用于文本分类
- 作者：Tianbao Yang;Rong Jin;Anil K. Jain;Yang Zhou;Wei Tong
- 会议名称：《ACM SIGKDD international conference on knowledge discovery and data mining;KDD 10》 | 2011年
- Unsupervised Transfer Classification;
- Text Categorization;
- Generalized Maximum Entropy;
58.Nonnegative Shared Subspace Learning and Its Application to Social Media Retrieval

机译：非负共享子空间学习及其在社交媒体检索中的应用
- 作者：Sunil Kumar Gupta;Dinh Phung;Brett Adams;Truyen Tran;Svetha Venkatesh
- 会议名称：《ACM SIGKDD international conference on knowledge discovery and data mining;KDD 10》 | 2011年
- nonnegative shared subspace learning;
- transfer learning;
- social media;
- image and video retrieval;
59.A Probabilistic Model for Personalized Tag Prediction

机译：个性化标签预测的概率模型
- 作者：Dawei Yin;Zhenzhen Xue;Liangjie Hong;Brian D. Davison
- 会议名称：《ACM SIGKDD international conference on knowledge discovery and data mining;KDD 10》 | 2011年
- social tagging;
- tag recommendation;
- personalized tag prediction;