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Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Jul 23-26, 2002, Edmonton

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1.Clustering Seasonality Patterns in the Presence of Errors

机译：存在错误时的聚类季节性模式
- 作者：Mahesh Kumar;Nitin R. Patel;Jonathan Woo
- 会议名称：《Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Jul 23-26, 2002, Edmonton》 | 2002年
- clustering;
- distance function;
- forecasting;
- gaussian distribution;
- product life cycle;
- seasonality;
- time-series;
2.Discovering Word Senses from Text

机译：从文本中发现词义
- 作者：Patrick Pantel;Dekang Lin
- 会议名称：《Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Jul 23-26, 2002, Edmonton》 | 2002年
- word sense discovery;
- clustering;
- evaluation;
- machine learning;
3.Efficient Handling of High-Dimensional Feature Spaces by Randomized Classifier Ensembles

机译：随机分类器集合对高维特征空间的有效处理
- 作者：Aleksander Kolcz;Xiaomei Sun;Jugal Kalita
- 会议名称：《Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Jul 23-26, 2002, Edmonton》 | 2002年
4.Exploiting Response Models - Optimizing Cross-Sell and Up-Sell Opportunities in Banking

机译：开发响应模型-优化银行交叉销售和追加销售机会
- 作者：Andrew Storey;Marc-david Cohen
- 会议名称：《Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Jul 23-26, 2002, Edmonton》 | 2002年
- database marketing;
- cross-selling;
- up-selling;
- profit optimization;
- assignment problems;
- constrained optimization;
- response models;
5.Finding Surprising Patterns in a Time Series Database in Linear Time and Space

机译：在线性时空中的时间序列数据库中寻找令人惊讶的模式
- 作者：Eamonn Keogh;Stefano Lonardi;Bill Yuan-chi Chiu
- 会议名称：《Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Jul 23-26, 2002, Edmonton》 | 2002年
- time series;
- suffix tree;
- novelty detection;
- anomaly detection;
- markov model;
- feature extraction;
6.Frequent Term-Based Text Clustering

机译：基于术语的频繁文本聚类
- 作者：Florian Beil;Martin Ester;Xiaowei Xu
- 会议名称：《Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Jul 23-26, 2002, Edmonton》 | 2002年
- clustering;
- frequent item sets;
- text documents;
7.Mining Complex Models from Arbitrarily Large Databases in Constant Time

机译：在恒定时间内从任意大型数据库中挖掘复杂模型
- 作者：Geoff Hulten;Pedro Domingos
- 会议名称：《Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Jul 23-26, 2002, Edmonton》 | 2002年
- scalable learning algorithms;
- subsampling;
- hoeffding bounds;
- discrete search;
- bayesian networks;
8.Mining Heterogeneous Gene Expression Data with Time Lagged Recurrent Neural Networks

机译：利用时滞递归神经网络挖掘异构基因表达数据
- 作者：Yulan Liang;Arpad Kelemen
- 会议名称：《Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Jul 23-26, 2002, Edmonton》 | 2002年
- gene expression;
- heterogeneous;
- time lagged neural network;
- trajectory learning;
- backpropagation through time;
9.Non-Linear Dimensionality Reduction Techniques for Classification and Visualization

机译：用于分类和可视化的非线性降维技术
- 作者：Michail Vlachos;Carlotta Domeniconi;Dimitrios Gunopulos;George Kpllios;Nick Koudas
- 会议名称：《Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Jul 23-26, 2002, Edmonton》 | 2002年
10.A New Two-Phase Sampling Based Algorithm for Discovering Association Rules

机译：一种新的基于两阶段采样的关联规则发现算法
- 作者：Bin Chen;Peter Haas;Peter Scheuermann
- 会议名称：《Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Jul 23-26, 2002, Edmonton》 | 2002年
11.A Theoretical Framework for Learning from a Pool of Disparate Data Sources

机译：从大量不同数据源中学习的理论框架
- 作者：Shai Ben-David;Johannes Gehrke;Reba Schuller
- 会议名称：《Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Jul 23-26, 2002, Edmonton》 | 2002年
12.SECRET: A Scalable Linear Regression Tree Algorithm

机译：秘密：可伸缩的线性回归树算法
- 作者：Alin Dobra;Johannes Gehrke
- 会议名称：《Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Jul 23-26, 2002, Edmonton》 | 2002年
13.Sequential PAttern Mining using A Bitmap Representation

机译：使用位图表示的顺序模式挖掘
- 作者：Jay Ayres;Jason Flannick;Johannes Gehrke;Tomi Yiu
- 会议名称：《Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Jul 23-26, 2002, Edmonton》 | 2002年
14.Statistical Modeling of Large-Scale Simulation Data

机译：大规模仿真数据的统计建模
- 作者：Tina Eliassi-Rad;Terence Critchlow;Ghaleb Abdulla
- 会议名称：《Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Jul 23-26, 2002, Edmonton》 | 2002年
- statistical modeling;
- large-scale scientific data sets;
- approximate ad-hoc queries;
15.What's the Code? Automatic Classification of Source Code Archives

机译：什么是密码？自动分类源代码档案
- 作者：Secil Ugurel;Robert Krovetz;C. Lee Giles;David M. Pennock;Eric J. Glover;Hongyuan Zha
- 会议名称：《Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Jul 23-26, 2002, Edmonton》 | 2002年
16.Evaluating Classifiers' Performance In A Constrained Environment

机译：在受限环境中评估分类器的性能
- 作者：Anna Olecka
- 会议名称：《Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Jul 23-26, 2002, Edmonton》 | 2002年
17.Exploiting Unlabeled Data in Ensemble Methods

机译：在集成方法中利用未标记的数据
- 作者：Kristin P. Bennett;Ayhan Demiriz;Richard Maclin
- 会议名称：《》 | 2002年
- boosting;
- semi-supervised learning;
- ensemble learning;
- classification;
18.Hierarchical Model-Based Clustering of Large Datasets Through Fractionation and Refractionation

机译：通过分级和分级的基于层次模型的大型数据集聚类
- 作者：Jeremy Tantrum;Alejandro Murua;Werner Stuetzle
- 会议名称：《Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Jul 23-26, 2002, Edmonton》 | 2002年
- model-based clustering;
- fractionation;
- refractionation;
19.MARK: A Boosting Algorithm for Heterogeneous Kernel Models

机译：MARK：异构内核模型的Boosting算法
- 作者：Kristin P. Bennett;Michinari Momma;Mark J. Embrechts
- 会议名称：《Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Jul 23-26, 2002, Edmonton》 | 2002年
20.Bayesian analysis of massive datasets via particle filters

机译：通过粒子滤波器对海量数据集进行贝叶斯分析
- 作者：Greg Ridgeway;David Madigan
- 会议名称：《Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Jul 23-26, 2002, Edmonton》 | 2002年
21.Customer Lifetime Value Modeling and Its Use for Customer Retention Planning

机译：客户生命周期价值建模及其在客户保留计划中的应用
- 作者：Saharon Rosset;Einat Neumann;Uri Eick;Nurit Vatnik;Yizhak Idan
- 会议名称：《Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Jul 23-26, 2002, Edmonton》 | 2002年
- lifetime value;
- length of service;
- churn modeling;
- retention campaign;
- incentive allocation;
22.Handling Very Large Numbers of Association Rules in the Analysis of Microarray Data

机译：在微阵列数据分析中处理大量关联规则
- 作者：Alexander Tuzhilin;Gediminas Adomavicius
- 会议名称：《Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Jul 23-26, 2002, Edmonton》 | 2002年
23.Mining Product Reputations on the Web

机译：在网络上挖掘产品信誉
- 作者：Satoshi Morinaga;Kenji Yamanishi;Kenji Tateishi;Toshikazu Fukushima
- 会议名称：《Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Jul 23-26, 2002, Edmonton》 | 2002年
24.Querying Multiple Sets of Discovered Rules

机译：查询多组发现的规则
- 作者：Alexander Tuzhilin;Bing Liu
- 会议名称：《Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Jul 23-26, 2002, Edmonton》 | 2002年
- data mining queries;
- rulebases;
- association rules;
- query languages;
- query evaluation;
25.ANF: A Fast and Scalable Tool for Data Mining in Massive Graphs

机译：ANF：一种用于大规模图数据挖掘的快速且可扩展的工具
- 作者：Christopher R. Palmer;Phillip B. Gibbons;Christos Faloutsos
- 会议名称：《Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Jul 23-26, 2002, Edmonton》 | 2002年
26.DualMiner: A Dual-Pruning Algorithm for Itemsets with Constraints

机译：DualMiner：具有约束条件的项集的双重修剪算法
- 作者：Cristian Bucila;Johannes Gehrke;Walker White;Daniel Kifer
- 会议名称：《Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Jul 23-26, 2002, Edmonton》 | 2002年
27.Efficiently Mining Frequent Trees in a Forest

机译：在森林中有效地挖掘常见树木
- 作者：Mohammed J. Zaki
- 会议名称：《Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Jul 23-26, 2002, Edmonton》 | 2002年
28.Enhanced Word Clustering for Hierarchical Text Classification

机译：增强的词聚类，用于分层文本分类
- 作者：Inderjit S. Dhillon;Subramanyam Mallela;Rahul Kumar
- 会议名称：《Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Jul 23-26, 2002, Edmonton》 | 2002年
29.From Run-time Behavior to Usage Scenarios: An Interaction-Pattern Mining Approach

机译：从运行时行为到使用场景：一种交互模式挖掘方法
- 作者：Mohammad EI-Ramly;Eleni Stroulia;Paul Sorenson
- 会议名称：《Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Jul 23-26, 2002, Edmonton》 | 2002年
30.Interactive Deduplication using Active Learning

机译：使用主动学习进行交互式重复数据删除
- 作者：Sunita Sarawagi;Anuradha Bhamidipaty
- 会议名称：《Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Jul 23-26, 2002, Edmonton》 | 2002年
31.Learning Domain-Independent String Transformation Weights for High Accuracy Object Identification

机译：学习与域无关的字符串变换权重以实现高精度的对象识别
- 作者：Sheila Tejada;Craig A. Knoblock;Steven Minton
- 会议名称：《Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Jul 23-26, 2002, Edmonton》 | 2002年
32.Learning Nonstationary Models of Normal Network Traffic for Detecting Novel Attacks

机译：学习正常网络流量的非平稳模型以检测新型攻击
- 作者：Matthew V. Mahoney;Philip K. Chan
- 会议名称：《Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Jul 23-26, 2002, Edmonton》 | 2002年
33.Mining Frequent Item Sets by Opportunistic Projection

机译：通过机会投影挖掘频繁项集
- 作者：Junqiang Liu;Yunhe Pan;Ke Wang;Jiawei Han
- 会议名称：《Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Jul 23-26, 2002, Edmonton》 | 2002年
- association rules;
- frequent patterns;
34.Mining Intrusion Detection Alarms for Actionable Knowledge

机译：挖掘可操作知识的入侵检测警报
- 作者：Klaus Julisch;Marc Dacier
- 会议名称：《Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Jul 23-26, 2002, Edmonton》 | 2002年
- intrusion detection;
- alarm investigation;
- data mining;
- conceptual clustering;
- episode rules;
35.Mining Knowledge-Sharing Sites for Viral Marketing

机译：挖掘用于病毒式营销的知识共享站点
- 作者：Matthew Richardson;Pedro Domingos
- 会议名称：《Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Jul 23-26, 2002, Edmonton》 | 2002年
- probabilistic models;
- linear models;
- direct marketing;
- viral marketing;
- social networks;
- knowledge sharing;
36.ADMIT: Anomaly-based Data Mining for Intrusions

机译：ADMIT：基于异常的入侵数据挖掘
- 作者：Karlton Sequeira;Mohammed Zaki
- 会议名称：《Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Jul 23-26, 2002, Edmonton》 | 2002年
37.On Effective Classification of Strings with Wavelets

机译：小波对字符串的有效分类
- 作者：Charu C. Aggarwal
- 会议名称：《Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Jul 23-26, 2002, Edmonton》 | 2002年
38.On Interactive Visualization of High-dimensional Data using the Hyperbolic Plane

机译：使用双曲平面的交互式高维数据可视化
- 作者：Joerg A. Walter;Helge Ritter
- 会议名称：《Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Jul 23-26, 2002, Edmonton》 | 2002年
- visualizing high-dimensional data;
- infoViz;
- hyperbolic multi-dimensional scaling;
- H-MDS;
- focus+context;
- semantic browsing;
- text mining;
39.On the Need for Time Series Data Mining Benchmarks: A Survey and Empirical Demonstration

机译：关于时间序列数据挖掘基准的需求：一项调查和经验论证
- 作者：Eamonn Keogh;Shruti Kasetty
- 会议名称：《Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Jul 23-26, 2002, Edmonton》 | 2002年
- time series;
- data mining;
- experimental evaluation;
40.On the potential of domain literature for clustering and Bayesian network learning

机译：领域文献在聚类和贝叶斯网络学习中的潜力
- 作者：Peter Antal;Patrick Glenisson;Geert Fannes
- 会议名称：《Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Jul 23-26, 2002, Edmonton》 | 2002年
- text mining;
- data mining;
- clustering;
- bayesian networks;
41.Optimizing Search Engines using Clickthrough Data

机译：使用点击数据优化搜索引擎
- 作者：Thorsten Joachims
- 会议名称：《Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Jul 23-26, 2002, Edmonton》 | 2002年
42.Pattern Discovery in Sequences under a Markov Assumption

机译：马尔可夫假设下的序列模式发现
- 作者：Darya Chudova;Padhraic Smyth
- 会议名称：《Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Jul 23-26, 2002, Edmonton》 | 2002年
43.PEBL: Positive Example Based Learning for Web Page Classification Using SVM

机译：PEBL：基于正面示例的使用SVM进行网页分类的学习
- 作者：Hwanjo Yu;Jiawei Han;Kevin Chen-Chuan
- 会议名称：《Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Jul 23-26, 2002, Edmonton》 | 2002年
- mapping-convergence (M-C) algorithm;
- labeled data;
- unlabeled data;
- SVM (support vector machine);
44.Predicting Rare Classes: Can Boosting Make Any Weak Learner Strong?

机译：预测稀有课程：提高能力可以使任何弱小的学习者变得强大吗？
- 作者：Mahesh V. Joshi;Ramesh C. Agarwal;Vipin Kumar
- 会议名称：《Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Jul 23-26, 2002, Edmonton》 | 2002年
45.Relational Markov Models and their Application to Adaptive Web Navigation

机译：关系马尔可夫模型及其在自适应Web导航中的应用
- 作者：Corin R. Anderson;Pedro Domingos;Daniel S. Weld
- 会议名称：《Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Jul 23-26, 2002, Edmonton》 | 2002年
- markov models;
- relational probabilistic models;
- web mining;
- personalization;
- shrinkage;
46.Scalable Robust Covariance and Correlation Estimates for Data Mining

机译：用于数据挖掘的可扩展鲁棒协方差和相关估计
- 作者：Fatemah A. Alqallaf;Kjell P. Konis;R. Douglas Martin;Ruben H. Zamar
- 会议名称：《Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Jul 23-26, 2002, Edmonton》 | 2002年
- data dining;
- outliers;
- robust statistics;
- robust estimators;
- scalable algorithm;
47.Selecting the Right Interestingness Measure for Association Patterns

机译：为关联模式选择正确的兴趣度度量
- 作者：Pang-Ning Tan;Vipin Kumar;Jaideep Srivastava
- 会议名称：《Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Jul 23-26, 2002, Edmonton》 | 2002年
- interestingness measure;
- contingency tables;
- associations;
48.Sequential Cost-Sensitive Decision Making with Reinforcement Learning

机译：强化学习的顺序成本敏感型决策
- 作者：Edwin Pednault;Naoki Abe;Bianca Zadrozny
- 会议名称：《Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Jul 23-26, 2002, Edmonton》 | 2002年
- algorithms;
49.Shrinkage Estimator Generalizations of Proximal Support Vector Machines

机译：最近支持向量机的收缩估计器一般化
- 作者：Deepak K. Agarwal
- 会议名称：《Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Jul 23-26, 2002, Edmonton》 | 2002年
- bayesian models;
- classification;
- correlation;
- kernel;
- bias-variance tradeoff;
- regression;
50.Transforming Data to Satisfy Privacy Constraints

机译：将数据转换为满足隐私约束
- 作者：Vijay S. Iyengar
- 会议名称：《Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Jul 23-26, 2002, Edmonton》 | 2002年
- privacy;
- data transformation;
- generalization;
- suppression;
- predictive modeling;
51.Web Site Mining : A new way to spot Competitors, Customers and Suppliers in the World Wide Web

机译：网站挖掘：一种在万维网上发现竞争对手，客户和供应商的新方法
- 作者：Martin Ester;Hans-Peter Kriegel;Matthias Schubert
- 会议名称：《Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Jul 23-26, 2002, Edmonton》 | 2002年
- web content mining;
- web site mining;
- web site classification;
- markov classifiers;
52.Bursty and Hierarchical Structure in Streams

机译：流中的突发性和层次结构
- 作者：Jon Kleinberg
- 会议名称：《Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Jul 23-26, 2002, Edmonton》 | 2002年
53.Query, Analysis, and Visualization of Hierarchically Structured Data using Polaris

机译：使用Polaris查询，分析和可视化分层结构数据
- 作者：Chris Stolte;Diane Tang;Pat Hanrahan
- 会议名称：《Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Jul 23-26, 2002, Edmonton》 | 2002年
54.Privacy Preserving Mining of Association Rules

机译：关联规则的隐私保护挖掘
- 作者：Alexandre Evfimievski;Ramakrishnan Srikant;Rakesh Agrawal;Johannes Gehrke
- 会议名称：《Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Jul 23-26, 2002, Edmonton》 | 2002年
55.Collusion in The U.S. Crop Insurance Program: Applied Data Mining

机译：美国作物保险计划中的串谋：应用数据挖掘
- 作者：Bertis B. Little;Walter L. Johnston;Ashley C. Lovell;Roderick M. Rejesus;Steve A. Steed
- 会议名称：《Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Jul 23-26, 2002, Edmonton》 | 2002年
- log linear models;
- non-recursive;
- triplets;
- doublets;
- collusion;
- insurance fraud;
56.B-EM: A Classifier Incorporating Bootstrap with EM Approach for Data Mining

机译：B-EM：将引导程序与EM方法结合在一起的分类器，用于数据挖掘
- 作者：Xintao Wu;Jianping Fan;Kalpathi R. Subramanian
- 会议名称：《Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Jul 23-26, 2002, Edmonton》 | 2002年
- expectation maximization;
- classification;
- supervised and unsupervised learning;
- bootstrap method;
57.CLOPE: A Fast and Effective Clustering Algorithm for Transactional Data

机译：CLOPE：一种快速有效的交易数据聚类算法
- 作者：Yiling Yang;Xudong Guan;Jinyuan You
- 会议名称：《Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Jul 23-26, 2002, Edmonton》 | 2002年
- data mining;
- clustering;
- categorical data;
- scalability;
58.Collaborative Crawling: Mining User Experiences for Topical Resource Discovery

机译：协作爬网：挖掘主题资源发现的用户体验
- 作者：Charu C. Aggarwal
- 会议名称：《Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Jul 23-26, 2002, Edmonton》 | 2002年
59.Combining Clustering and Co-training to Enhance Text Classification Using Unlabelled Data

机译：结合使用聚类和协同训练来增强使用未标记数据的文本分类
- 作者：Bhavani Raskutti;Herman Ferra;Adam Kowalczyk
- 会议名称：《Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Jul 23-26, 2002, Edmonton》 | 2002年
60.Construct robust rule sets for classification

机译：构建强大的分类规则集
- 作者：JiuYong Li;Rodney Topor;Hong Shen
- 会议名称：《Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Jul 23-26, 2002, Edmonton》 | 2002年
- data mining;
- association rule;
- classification rule;
61.CVS: A Correlation-Verification Based Smoothing Technique on Information Retrieval and Term Clustering

机译：CVS：基于相关验证的信息检索和术语聚类平滑技术
- 作者：Christina Yip Chung;Bin Chen
- 会议名称：《》 | 2002年
- text mining;
- smoothing;
- query expansion;
- term clustering;
- information retrieval;
62.Discovering Informative Content Blocks from Web Documents

机译：从Web文档中发现信息内容块
- 作者：Shian-Hua Lin;Jan-Ming Ho
- 会议名称：《Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Jul 23-26, 2002, Edmonton》 | 2002年
- informative content discovery;
- entropy;
- information retrieval;
- information extraction;
63.Discovery Net: Towards a Grid of Knowledge Discovery

机译：发现网：迈向知识发现的网格
- 作者：V. Curcin M. Ghanem;Y. Guo M. Koehler;A. Rowe;J. Syed;P. Wendel
- 会议名称：《Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Jul 23-26, 2002, Edmonton》 | 2002年
64.Distributed Data Mining in a Chain Store Database of Short Transactions

机译：短交易链存储数据库中的分布式数据挖掘
- 作者：Cheng-Ru Lin;Chang-Hung Lee;Ming-Syan Chen;Philip S. Yu
- 会议名称：《Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Jul 23-26, 2002, Edmonton》 | 2002年
- knowledge discovery;
- distributed data mining;
- causality rules;
- triggering events;
- consequential events;
65.Extracting Decision Trees From Trained Neural Networks

机译：从训练有素的神经网络中提取决策树
- 作者：Olcay Boz
- 会议名称：《Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Jul 23-26, 2002, Edmonton》 | 2002年
66.Incremental Context Mining for Adaptive Document Classification

机译：用于自适应文档分类的增量上下文挖掘
- 作者：Rey-Long Liu;Yun-Ling Lu
- 会议名称：《Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Jul 23-26, 2002, Edmonton》 | 2002年
- context text mining;
- incremental mining;
- adaptive document classification;
67.Instability of Decision Tree Classification Algorithms

机译：决策树分类算法的不稳定性
- 作者：Ruey-Hsia Li;Geneva G. Belford
- 会议名称：《Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Jul 23-26, 2002, Edmonton》 | 2002年
68.Integrating Feature and Instance Selection for Text Classification

机译：集成特征和实例选择以进行文本分类
- 作者：Dimitris Fragoudis;Dimitris Meretakis;Spiros Likothanassis
- 会议名称：《Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Jul 23-26, 2002, Edmonton》 | 2002年
69.Item Selection By 'Hub-Authority' Profit Ranking

机译：“ Hub-Authority”利润排名的项目选择
- 作者：Ke Wang;Ming-Yen Thomas Su
- 会议名称：《Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Jul 23-26, 2002, Edmonton》 | 2002年
70.Learning to Match and Cluster Large High-Dimensional Data Sets For Data Integration

机译：学习匹配和聚类大型高维数据集以进行数据集成
- 作者：William W. Cohen;Jacob Richman
- 会议名称：《Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Jul 23-26, 2002, Edmonton》 | 2002年
- learning;
- clustering;
- text mining;
- large datasets;
71.Making every bit count: Fast nonlinear axis scaling

机译：计数每一位：快速的非线性轴缩放
- 作者：Leejay Wu;Christos Faloutsos
- 会议名称：《Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Jul 23-26, 2002, Edmonton》 | 2002年
72.A Model for Discovering Customer Value for E-Content

机译：发现电子内容客户价值的模型
- 作者：Srinivasan Jagannathan;Jayanth Nayak;Kevin Almeroth;Markus Hofmann
- 会议名称：《Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Jul 23-26, 2002, Edmonton》 | 2002年
73.A Parallel Learning Algorithm for Text Classification

机译：文本分类的并行学习算法
- 作者：Canasai Kruengkrai;Chuleerat Jaruskulchai
- 会议名称：《Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Jul 23-26, 2002, Edmonton》 | 2002年
- text classification;
- parallel expectation-maximization (EM) algorithm;
- naive bayes;
- cluster computing;
74.A Robust and Efficient Clustering Algorithm based on Cohesion Self-Merging

机译：基于内聚自融合的鲁棒高效聚类算法
- 作者：Cheng-Ru Lin;Ming-Syan Chen
- 会议名称：《Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Jul 23-26, 2002, Edmonton》 | 2002年
- data mining;
- data clustering;
- hierarchical clustering;
- partitional clustering;
75.A System for Real-time Competitive Market Intelligence

机译：实时竞争市场情报系统
- 作者：Sholom M. Weiss;Naval K. Verma
- 会议名称：《Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Jul 23-26, 2002, Edmonton》 | 2002年
76.A Unifying Framework for Detecting Outliers and Change Points from Non-Stationary Time Series Data

机译：从非平稳时间序列数据中检测异常值和变更点的统一框架
- 作者：Kenji Yamanishi;Jun-ichi Takeuchi
- 会议名称：《Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Jul 23-26, 2002, Edmonton》 | 2002年
77.Privacy Preserving Association Rule Mining in Vertically Partitioned Data

机译：垂直分区数据中的隐私保护关联规则挖掘
- 作者：Jaideep Vaidya;Chris Clifton
- 会议名称：《Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Jul 23-26, 2002, Edmonton》 | 2002年
78.Scaling multi-class Support Vector Machines using inter-class confusion

机译：使用类间混淆扩展多类支持向量机
- 作者：Shantanu Godbole;Sunita Sarawagi;Soumen Chakrabarti
- 会议名称：《Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Jul 23-26, 2002, Edmonton》 | 2002年
79.Similarity Measure Based on Partial Information of Time Series

机译：基于时间序列部分信息的相似性度量
- 作者：Xiaoming Jin;Yuchang Lu;Chunyi Shi
- 会议名称：《Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Jul 23-26, 2002, Edmonton》 | 2002年
- time series;
- similarity measure;
- partial information;
80.SimRank: A Measure of Structural-Context Similarity

机译：SimRank：结构上下文相似度的一种度量
- 作者：Glen Jeh;Jennifer Widom
- 会议名称：《Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Jul 23-26, 2002, Edmonton》 | 2002年
81.Single-shot Detection of Multiple Categories of Text using Parametric Mixture Models

机译：使用参数混合模型对文本的多个类别进行单次检测
- 作者：Naonori Ueda;Kazumi Saito
- 会议名称：《Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Jul 23-26, 2002, Edmonton》 | 2002年
82.SyMP: An Efficient Clustering Approach to Identify Clusters of Arbitrary Shapes in Large Data Sets

机译：SyMP：一种有效的聚类方法，用于识别大型数据集中的任意形状的聚类
- 作者：Hichem Frigui
- 会议名称：《Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Jul 23-26, 2002, Edmonton》 | 2002年
- clustering;
- gaussian mixture models;
- large datasets;
83.Topic-conditioned Novelty Detection

机译：主题条件的新颖性检测
- 作者：Yiming Yang;Jian Zhang;Jaime Carbonell;Chun Jin
- 会议名称：《Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Jul 23-26, 2002, Edmonton》 | 2002年
- novelty detection;
- named entity;
- feature selection;
- text classification;
84.Topics in 0-1 Data

机译：0-1数据中的主题
- 作者：Ella Bingham;Heikki Mannila;Jouni K. Seppaenen
- 会议名称：《Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Jul 23-26, 2002, Edmonton》 | 2002年
- algorithms;
- theory;
85.Transforming Classifier Scores into Accurate Multiclass Probability Estimates

机译：将分类器分数转换为准确的多类概率估计
- 作者：Bianca Zadrozny;Charles Elkan
- 会议名称：《Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Jul 23-26, 2002, Edmonton》 | 2002年
86.Visualization Support for a User-Centered KDD Process

机译：对以用户为中心的KDD流程的可视化支持
- 作者：TuBao Ho;TrongDung Nguyen;DungDuc Nguyen
- 会议名称：《Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Jul 23-26, 2002, Edmonton》 | 2002年
- model selection;
- knowledge discovery process;
- data and knowledge visualization;
- the user's active role;