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ACMKDD International Conference on Knowledge Discovery and Data Mining;KDD 2008

召开年：2008
召开地：Las Vegas,NV(US);Las Vegas,NV(US)
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1.Genesis of Postal Address Reading, Current State and Future Prospects

机译：邮政地址阅读的成因，现状和未来展望
- 作者：Udo Miletzki
- 会议名称：《ACMKDD International Conference on Knowledge Discovery and Data Mining;KDD 2008》 | 2008年
- hidden markov models;
- hybrid voice;
- mult- expert-approach;
- multiline reader;
- OCR;
- PTAL;
- polynomial classifiers;
- postal address reading;
- statistical machine learning;
2.Unsupervised Feature Selection for Principal Components Analysis

机译：主成分分析的无监督特征选择
- 作者：Christos Boutsidis;Michael W. Mahoney;Petros Drineas
- 会议名称：《ACMKDD International Conference on Knowledge Discovery and Data Mining;KDD 2008》 | 2008年
- PCA;
- subset selection;
- random sampling;
3.Influence and Correlation in Social Networks

机译：社交网络中的影响和相关性
- 作者：Aris Anagnostopoulos;Ravi Kumar;Mohammad Mahdian
- 会议名称：《ACMKDD International Conference on Knowledge Discovery and Data Mining;KDD 2008》 | 2008年
- social influence;
- social networks;
- correlation;
- tagging;
4.Efficient Semi-streaming Algorithms for Local Triangle Counting in Massive Graphs

机译：大规模图中局部三角形计数的高效半流算法
- 作者：Luca Becchetti;Paolo Boldi;Carlos Castillo;Aristides Gionis
- 会议名称：《ACMKDD International Conference on Knowledge Discovery and Data Mining;KDD 2008》 | 2008年
- graph mining;
- semi-streaming;
- probabilistic algorithms;
5.Mining Adaptively Frequent Closed Unlabeled Rooted Trees in Data Streams

机译：数据流中的自适应频繁关闭未标记的有根树的挖掘
- 作者：Albert Bifet;Ricard Gavalda
- 会议名称：《ACMKDD International Conference on Knowledge Discovery and Data Mining;KDD 2008》 | 2008年
- data streams;
- closed mining;
- concept drift;
- patterns;
- trees;
6.Effective Label Acquisition for Collective Classification

机译：有效获取标签以进行集体分类
- 作者：Mustafa Bilgic;Use Getoor
- 会议名称：《ACMKDD International Conference on Knowledge Discovery and Data Mining;KDD 2008》 | 2008年
- active inference;
- label acquisition;
- collective classification;
7.Topical Query Decomposition

机译：主题查询分解
- 作者：Francesco Bonchi;Debora Donato;Carlos Castillo;Aristides Gionis
- 会议名称：《ACMKDD International Conference on Knowledge Discovery and Data Mining;KDD 2008》 | 2008年
- query recommendation;
- set cover;
- clustering;
8.The Cost of Privacy: Destruction of Data-Mining Utility in Anonymized Data Publishing

机译：隐私权的代价：匿名数据发布中数据挖掘实用程序的破坏
- 作者：Justin Brickell;Vitaly Shmatikov
- 会议名称：《ACMKDD International Conference on Knowledge Discovery and Data Mining;KDD 2008》 | 2008年
- algorithms;
- security;
9.Generating Succinct Titles for Web URLs

机译：生成Web URL的简洁标题
- 作者：Deepayan Chakrabarti;Ravi Kumar;Kunal Punera
- 会议名称：《ACMKDD International Conference on Knowledge Discovery and Data Mining;KDD 2008》 | 2008年
- web page title generation;
- quicklinks;
- sitemaps;
10.Partitioned Logistic Regression for Spam Filtering

机译：垃圾邮件过滤的分区Logistic回归
- 作者：Ming-wei Chang;Wen-tau Yih;Christopher Meek
- 会议名称：《ACMKDD International Conference on Knowledge Discovery and Data Mining;KDD 2008》 | 2008年
- logistic regression;
- naive bayes;
- email spam filtering;
11.Combinational Collaborative Filtering for Personalized Community Recommendation

机译：个性化社区推荐的组合协作过滤
- 作者：Wen-Yen Chen;Dong Zhang;Edward Y. Chang
- 会议名称：《ACMKDD International Conference on Knowledge Discovery and Data Mining;KDD 2008》 | 2008年
- collaborative filtering;
- probabilistic models;
- personalized rec ommendation;
12.Learning Subspace Kernels for Classification

机译：学习子空间内核进行分类
- 作者：Jianhui Chen;Shuiwang Ji;Betul Ceran;Qi Li;Mingrui Wu;Jieping Ye
- 会议名称：《ACMKDD International Conference on Knowledge Discovery and Data Mining;KDD 2008》 | 2008年
- classification;
- subspace kernel;
- hilbert-schmidt independence criterion;
- support vector machines;
13.FAST: A ROC-based Feature Selection Metric for Small Samples and Imbalanced Data Classification Problems

机译：FAST：针对小样本和不平衡数据分类问题的基于ROC的特征选择指标
- 作者：Xue-wen Chen;Michael Wasikowski
- 会议名称：《ACMKDD International Conference on Knowledge Discovery and Data Mining;KDD 2008》 | 2008年
- feature selection;
- imbalanced data classification;
- ROC;
14.Semi-supervised Learning with Data Calibration for Long-Term Time Series Forecasting

机译：数据校准的半监督学习，用于长期时间序列预测
- 作者：Haibin Cheng;Pang-Ning Tan
- 会议名称：《ACMKDD International Conference on Knowledge Discovery and Data Mining;KDD 2008》 | 2008年
- time series prediction and semi-supervised learning;
15.Reconstructing Chemical Reaction Networks: Data Mining Meets System Identification

机译：重建化学反应网络：数据挖掘与系统识别
- 作者：Yong Ju Cho;Naren Ramakrishnan;Yang Cao
- 会议名称：《》 | 2008年
- systems biology;
- graphical models;
- markov net works;
- ordinary differential equations;
- network reconstruc tion;
16.Automatic Record Linkage Using Seeded Nearest Neighbour and Support Vector Machine Classification

机译：使用种子最近的邻居和支持向量机分类自动记录链接
- 作者：Peter Christen
- 会议名称：《ACMKDD International Conference on Knowledge Discovery and Data Mining;KDD 2008》 | 2008年
- data matching;
- data linkage;
- deduplication;
- entity resolu tion;
- nearest neighbour;
- support vector machine;
17.Feedback Effects between Similarity and Social Influence in Online Communities

机译：网络社区中相似性与社会影响力之间的反馈效应
- 作者：David Crandall;Dan Cosley;Daniel Huttenlocher;Jon Kleinberg;Siddharth Suri
- 会议名称：《ACMKDD International Conference on Knowledge Discovery and Data Mining;KDD 2008》 | 2008年
- social networks;
- online communities;
- social in fluence;
18.Anomaly Pattern Detection in Categorical Datasets

机译：分类数据集中的异常模式检测
- 作者：Kaustav Das;Jeff Schneider;Daniel B. Neill
- 会议名称：《ACMKDD International Conference on Knowledge Discovery and Data Mining;KDD 2008》 | 2008年
- pattern detection;
- anomaly detection;
- machine learning;
19.Bypass Rates: Reducing Query Abandonment using Negative Inferences

机译：绕过率：使用负推论减少查询放弃
- 作者：Atish Das Sarma;Sreenivas Gollapudi;Samuel Ieong
- 会议名称：《ACMKDD International Conference on Knowledge Discovery and Data Mining;KDD 2008》 | 2008年
- query abandonment;
- relevance;
- bypass rates;
- similarity search;
- random walk;
20.De-duping URLs via Rewrite Rules

机译：通过重写规则对URL进行重复数据删除
- 作者：Anirban Dasgupta;Ravi Kumar;Amit Sasturkar
- 会议名称：《ACMKDD International Conference on Knowledge Discovery and Data Mining;KDD 2008》 | 2008年
- URL normalization;
- de-duping;
- rewrite rules;
21.Direct Mining of Discriminative and Essential Frequent Patterns via Model-based Search Tree

机译：通过基于模型的搜索树直接挖掘歧视性和必要性频繁模式
- 作者：Wei Fan;Kun Zhang;Hong Cheng;Jing Gao;Xifeng Yan;Jiawei Han;Philip S. Yu;Olivier Verscheure
- 会议名称：《ACMKDD International Conference on Knowledge Discovery and Data Mining;KDD 2008》 | 2008年
- algorithms;
22.Scaling Up Text Classification for Large File Systems

机译：扩大大型文件系统的文本分类
- 作者：George Forman;Shyamsundar Rajaram
- 会议名称：《ACMKDD International Conference on Knowledge Discovery and Data Mining;KDD 2008》 | 2008年
- machine learning;
- text classification;
- document categorization;
- information retrieval;
- enterprise scalability;
- forensic search;
23.SPIRAL: Efficient and Exact Model Identification for Hidden Markov Models

机译：螺旋：隐马尔可夫模型的有效和精确的模型识别
- 作者：Yasuhiro Fujiwara;Yasushi Sakurai;Masashi Yamamuro
- 会议名称：《ACMKDD International Conference on Knowledge Discovery and Data Mining;KDD 2008》 | 2008年
- hidden markov model;
- likelihood;
- upper bound;
24.Using Ghost Edges for Classification in Sparsely Labeled Networks

机译：在稀有标签的网络中使用Ghost Edges进行分类
- 作者：Brian Gallagher;Hanghang Tong;Tina Eliassi-Rad;Christos Faloutsos
- 会议名称：《ACMKDD International Conference on Knowledge Discovery and Data Mining;KDD 2008》 | 2008年
- atatistical relational learning;
- semi-supervised learning;
- collective classification;
- random walk;
25.Composition Attacks and Auxiliary Information in Data Privacy

机译：数据隐私中的合成攻击和辅助信息
- 作者：Srivatsava Ranjit Ganta;Shiva Prasad;Adam Smith
- 会议名称：《ACMKDD International Conference on Knowledge Discovery and Data Mining;KDD 2008》 | 2008年
- privacy;
- anonymization;
- adversarial attacks;
26.Entity Categorization Over Large Document Collections

机译：大型文档集合中的实体分类
- 作者：Venkatesh Ganti;Arnd Christian Konig;Rares Vernica
- 会议名称：《ACMKDD International Conference on Knowledge Discovery and Data Mining;KDD 2008》 | 2008年
- algorithms;
- performance;
- experimentation;
27.Banded Structure in Binary Matrices

机译：二元矩阵中的带状结构
- 作者：Gemma C. Garriga;Esa Junttila;Heikki Mannila
- 会议名称：《ACMKDD International Conference on Knowledge Discovery and Data Mining;KDD 2008》 | 2008年
- 0-1 data;
- banded matrices;
- consecutive ones property;
28.Knowledge Transfer via Multiple Model Local Structure Mapping

机译：通过多模型局部结构映射进行知识转移
- 作者：Jing Gao;Wei Fan;Jing Jiang;Jiawei Han
- 会议名称：《ACMKDD International Conference on Knowledge Discovery and Data Mining;KDD 2008》 | 2008年
- algorithms;
29.Quantitative Evaluation of Approximate Frequent Pattern Mining Algorithms

机译：近似频繁模式挖掘算法的定量评估
- 作者：Rohit Gupta;Gang Fang;Blayne Field;Michael Steinbach;Vipin Kumar
- 会议名称：《ACMKDD International Conference on Knowledge Discovery and Data Mining;KDD 2008》 | 2008年
- association analysis;
- approximate frequent itemsets;
- error toler ance;
- quantitative evaluation;
30.Unsupervised Deduplication using Cross-Field Dependencies

机译：使用跨字段依赖性的无监督重复数据删除
- 作者：Robert Hall;Charles Sutton;Andrew McCallum
- 会议名称：《ACMKDD International Conference on Knowledge Discovery and Data Mining;KDD 2008》 | 2008年
- algorithms;
- experimentation;
31.Permu-pattern: Discovery of Mutable Permutation Patterns with Proximity Constraint

机译：Permu-pattern：发现具有邻近约束的可变排列模式
- 作者：Meng Hu;Jiong Yang;Wei Su
- 会议名称：《ACMKDD International Conference on Knowledge Discovery and Data Mining;KDD 2008》 | 2008年
- sequential pattern;
- permutation pattern;
- proximity pattern;
32.Simultaneous Tensor Subspace Selection and Clustering: The Equivalence of High Order SVD and K-Means Clustering

机译：同时Tensor子空间选择和聚类：高阶SVD和K-Means聚类的等效性
- 作者：Heng Huang;Chris Ding;Dijun Luo;Tao Li
- 会议名称：《ACMKDD International Conference on Knowledge Discovery and Data Mining;KDD 2008》 | 2008年
- HOSVD;
- K-means clustering;
- 2DSVD;
33.Bridging Centrality: Graph Mining from Element Level to Group Level

机译：桥接中心：从元素级别到组级别的图挖掘
- 作者：Woochang Hwang;Taehyong Kim;Murali Ramanathan;Aidong Zhang
- 会议名称：《ACMKDD International Conference on Knowledge Discovery and Data Mining;KDD 2008》 | 2008年
- bridging centrality;
- graph clustering;
34.Interpretable Nonnegative Matrix Decompositions

机译：可解释的非负矩阵分解
- 作者：Saara Hyvoenen;Pauli Miettinen;Evimaria Terzi
- 会议名称：《ACMKDD International Conference on Knowledge Discovery and Data Mining;KDD 2008》 | 2008年
- matrix decompositions;
- column-row decompositions;
- alter nating least squares;
- local search;
35.Fast Logistic Regression for Text Categorization with Variable-Length N-grams

机译：使用可变长度N-gram进行文本分类的快速Logistic回归
- 作者：Georgians Ifrim;Goekhan Bakir;Gerhard Weikum
- 会议名称：《ACMKDD International Conference on Knowledge Discovery and Data Mining;KDD 2008》 | 2008年
- fast logistic regression;
- n-gram learning;
- text catego- rization;
- variable-length n-grams;
36.Probabilistic Latent Semantic Visualization: Topic Model for Visualizing Documents

机译：概率潜在语义可视化：用于文档可视化的主题模型
- 作者：Tomoharu Iwata;Takeshi Yamada;Naonori Ueda
- 会议名称：《ACMKDD International Conference on Knowledge Discovery and Data Mining;KDD 2008》 | 2008年
- visualization;
- topic model;
- probabilistic latent semantic analysis;
37.Automatic Identification of Quasi-Experimental Designs for Discovering Causal Knowledge

机译：发现因果知识的准实验设计的自动识别
- 作者：David D. Jensen;Andrew S. Fast;Brian J. Taylor;Marc E. Maier
- 会议名称：《ACMKDD International Conference on Knowledge Discovery and Data Mining;KDD 2008》 | 2008年
- quasi-experimental design;
- causal discovery;
38.Extracting Shared Subspace for Multi-label Classification

机译：提取共享子空间以进行多标签分类
- 作者：Shuiwang Ji;Lei Tang;Shipeng Yu;Jieping Ye
- 会议名称：《ACMKDD International Conference on Knowledge Discovery and Data Mining;KDD 2008》 | 2008年
- multi-label classification;
- shared subspace;
- least squares loss;
39.Mining Preferences from Superior and Inferior Examples

机译：上，下示例中的挖掘首选项
- 作者：Bin Jiang;Jian Pei;Xuemin Lin;David W. Cheung;Jiawei Han
- 会议名称：《ACMKDD International Conference on Knowledge Discovery and Data Mining;KDD 2008》 | 2008年
- preferences;
- superior examples;
- inferior examples;
- skyline;
40.Effective and Efficient Itemset Pattern Summarization: Regression-based Approaches

机译：有效和高效的项目集模式摘要：基于回归的方法
- 作者：Ruoming Jin;Muad Abu-Ata;Yang Xiang;Ning Ruan
- 会议名称：《ACMKDD International Conference on Knowledge Discovery and Data Mining;KDD 2008》 | 2008年
- frequency restoration;
- pattern summarization;
- regres sion;
41.A Sequential Dual Method for Large Scale Multi-Class Linear SVMs

机译：大规模多类线性SVM的顺序对偶方法
- 作者：S. Sathiya Keerthi;S. Sundararajan;Kai-Wei Chang;Cho-Jui Hsieh;Chin-Jen Lin
- 会议名称：《ACMKDD International Conference on Knowledge Discovery and Data Mining;KDD 2008》 | 2008年
- algorithms;
- performance;
- experimentation;
42.Constructing Comprehensive Summaries of Large Event Sequences

机译：构造大型事件序列的综合摘要
- 作者：Jerry Kiernan;Evimaria Terzi
- 会议名称：《ACMKDD International Conference on Knowledge Discovery and Data Mining;KDD 2008》 | 2008年
- event sequences;
- summarization;
- log mining;
43.Factorization Meets the Neighborhood: A Multifaceted Collaborative Filtering Model

机译：因式分解遇到邻域：多方面的协作过滤模型
- 作者：Yehuda Koren
- 会议名称：《ACMKDD International Conference on Knowledge Discovery and Data Mining;KDD 2008》 | 2008年
- collaborative filtering;
- recommender systems;
44.The Structure of Information Pathways in a Social Communication Network

机译：社会传播网络中信息路径的结构
- 作者：Gueorgi Kossinets;Jon Kleinberg;Duncan Watts
- 会议名称：《ACMKDD International Conference on Knowledge Discovery and Data Mining;KDD 2008》 | 2008年
- social networks;
- communication latency;
- strength of weak ties;
45.Angle-Based Outlier Detection in High-dimensional Data

机译：高角度数据中基于角度的离群值检测
- 作者：Hans-Peter Kriegel;Matthias Schubert;Arthur Zimek
- 会议名称：《ACMKDD International Conference on Knowledge Discovery and Data Mining;KDD 2008》 | 2008年
- outlier detection;
- high-dimensional;
- angle-based;
46.Stream Prediction Using a Generative Model Based on Frequent Episodes in Event Sequences

机译：使用基于事件序列中频繁情节的生成模型进行流预测
- 作者：Srivatsan Laxman;Vikram Tankasali;Ryen W. White
- 会议名称：《ACMKDD International Conference on Knowledge Discovery and Data Mining;KDD 2008》 | 2008年
- event sequences;
- event prediction;
- stream prediction;
- fre quent episodes;
- generative models;
- hidden markov models;
- mixture of HMMs;
- temporal data mining;
47.Microscopic Evolution of Social Networks

机译：社交网络的微观演变
- 作者：Jure Leskovec;Lars Backstrom;Ravi Kumar;Andrew Tomkins
- 会议名称：《ACMKDD International Conference on Knowledge Discovery and Data Mining;KDD 2008》 | 2008年
- social networks;
- graph generators;
- network evolu- tion;
- maximum likelihood;
- triadic closure;
- transitivity;
48.Cut-And-Stitch: Efficient Parallel Learning of Linear Dynamical Systems on SMPs

机译：剪切和拼接：SMP上线性动力学系统的高效并行学习
- 作者：Lei Li;Wenjie Fu;Fan Guo;Todd C. Mowry;Christos Faloutsos
- 会议名称：《ACMKDD International Conference on Knowledge Discovery and Data Mining;KDD 2008》 | 2008年
- linear dynamical systems;
- kalman filters;
- openMP;
- expectation maximization (EM);
- optimization;
- multi-core;
49.Active Learning with Direct Query Construction

机译：主动学习与直接查询构造
- 作者：Charles X. Ling;Jun Du
- 会议名称：《ACMKDD International Conference on Knowledge Discovery and Data Mining;KDD 2008》 | 2008年
- active learning;
- classification;
- supervised learning;
50.Spectral Domain-Transfer Learning

机译：频谱域转移学习
- 作者：Xiao Ling;Wenyuan Dai;Gui-Rong Xue;Qiang Yang;Yong Yu
- 会议名称：《ACMKDD International Conference on Knowledge Discovery and Data Mining;KDD 2008》 | 2008年
- algorithms;
- experimentation;
51.Mining MuIti-Faceted Overviews of Arbitrary Topics in a Text Collection

机译：在文本集中挖掘多主题概述的任意主题
- 作者：Xu Ling;Qiaozhu Mei;ChengXiang Zhai;Bruce Schatz
- 会议名称：《ACMKDD International Conference on Knowledge Discovery and Data Mining;KDD 2008》 | 2008年
- algorithms;
52.Multi-class Cost-sensitive Boosting with p-norm Loss Functions

机译：具有p范数损失函数的多类成本敏感型提升
- 作者：Aurelie C. Lozano;Naoki Abe
- 会议名称：《ACMKDD International Conference on Knowledge Discovery and Data Mining;KDD 2008》 | 2008年
- cost-sensitive learning;
- multi-class classification;
- boosting;
53.On Updates That Constrain the Features' Connections During Learning

机译：关于在学习过程中约束要素连接的更新
- 作者：Omid Madani;Jian Huang
- 会议名称：《ACMKDD International Conference on Knowledge Discovery and Data Mining;KDD 2008》 | 2008年
- multiclass learning;
- many classes;
- index learning;
- online learning;
54.Weighted Graphs and Disconnected Components

机译：加权图和断开连接的组件
- 作者：Mary McGlohon;Leman Akoglu;Christos Faloutsos
- 会议名称：《ACMKDD International Conference on Knowledge Discovery and Data Mining;KDD 2008》 | 2008年
- measurement;
- theory;
55.Finding Non-Redundant, Statistically Significant Regions in High Dimensional Data: A Novel Approach to Projected and Subspace Clustering

机译：在高维数据中查找非冗余的，统计上重要的区域：投影和子空间聚类的新方法
- 作者：Gabriela Moise;Joerg Sander
- 会议名称：《ACMKDD International Conference on Knowledge Discovery and Data Mining;KDD 2008》 | 2008年
- projected clustering;
- subspace clustering;
56.Joint Latent Topic Models for Text and Citations

机译：文本和引文的联合潜在主题模型
- 作者：Ramesh Nallapati;Amr Ahmed;Eric P. Xing;William W. Cohen
- 会议名称：《ACMKDD International Conference on Knowledge Discovery and Data Mining;KDD 2008》 | 2008年
- topic models;
- LDA;
- PLSA;
- variational inference;
- hyperlinks;
- influence;
- citations;
57.Classification with Partial Labels

机译：带部分标签的分类
- 作者：Nam Nguyen;Rich Caruana
- 会议名称：《ACMKDD International Conference on Knowledge Discovery and Data Mining;KDD 2008》 | 2008年
- partial labels;
- support vectors;
58.Locality Sensitive Hash Functions Based on Concomitant Rank Order Statistics

机译：基于伴随的秩序统计的局部敏感哈希函数
- 作者：Kave Eshghi;Shyamsundar Rajaram
- 会议名称：《ACMKDD International Conference on Knowledge Discovery and Data Mining;KDD 2008》 | 2008年
- locality sensitive hashing;
- order statistics;
- concomitants;
- image similarity;
59.Learning Classifiers from Only Positive and Unlabeled Data

机译：仅从肯定和未标记的数据中学习分类器
- 作者：Charles Elkan;Keith Noto
- 会议名称：《ACMKDD International Conference on Knowledge Discovery and Data Mining;KDD 2008》 | 2008年
- supervised learning;
- unlabeled examples;
- text mining;
- bioin- formatics;
60.Structured Metric Learning for High Dimensional Problems

机译：高维问题的结构化度量学习
- 作者：Jason V. Davis;Inderjit S. Dhillon
- 会议名称：《ACMKDD International Conference on Knowledge Discovery and Data Mining;KDD 2008》 | 2008年
- algorithms;
- experimentation;
61.Constraint Programming for Itemset Mining

机译：项目集挖掘的约束编程
- 作者：Luc De Raedt;Tias Guns;Siegfried Nijssen
- 会议名称：《ACMKDD International Conference on Knowledge Discovery and Data Mining;KDD 2008》 | 2008年
- itemset mining;
- constraint programming;