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Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US

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1.Rotation Invariant Distance Measures for Trajectories

机译：轨迹的旋转不变距离测度
- 作者：Michail Vlachos;D. Gunopulos;Gautam Das
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- trajectories;
- time warping;
- rotation invariance;
2.Towards Parameter-Free Data Mining

机译：迈向无参数数据挖掘
- 作者：Eamonn Keogh;Stefano Lonardi;Chotirat Ann Ratanamahatana
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- parameter-free data mining;
- anomaly detection;
- clustering;
3.Tracking Dynamics of Topic Trends Using a Finite Mixture Model

机译：使用有限混合模型跟踪主题趋势的动态
- 作者：Satoshi Morinaga;Kenji Yamanishi
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- topic analysis;
- model selection;
- CRM;
- text mining;
4.Turning CARTwheels: An Alternating Algorithm for Mining Redescriptions

机译：转动CARTwheels：挖掘重述的一种替代算法
- 作者：Naren Ramakrishnan;Deept Kumar;Bud Mishra;Malcolm Potts;Richard F. Helm
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- classification trees;
- redescriptions;
- data mining in biological domains;
5.Mining Traffic Data from Probe-Car System for Travel Time Prediction

机译：从探测车系统中提取交通数据以预测行驶时间
- 作者：Takayuki Nakata;Jun-ichi Takeuchi
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- ITS;
- travel time;
- probe-car;
- time series;
- information criterion;
6.Generalizing the Notion of Support

机译：概括支持概念
- 作者：Michael Steinbach;Pang-Ning Tan;Hui Xiong;Vipin Kumar
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- association analysis;
- support;
- hyperclique;
7.A Microeconomic Data Mining Problem: Customer-Oriented Catalog Segmentation

机译：微观经济数据挖掘问题：面向客户的目录细分
- 作者：Martin Ester;Rong Ge;Wen Jin;Zengjian Hu
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- microeconomic data mining;
- catalog segmentation;
- clustering;
8.An Objective Evaluation Criterion for Clustering

机译：聚类的客观评价标准
- 作者：Arindam Banerjee;John Langford
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- clustering;
- evaluation;
- PAC bounds;
- MDL;
9.Adversarial Classification

机译：对抗分类
- 作者：Nilesh Dalvi;Pedro Domingos Mausam;Sumit Sanghai;Deepak Verma
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- cost-sensitive learning;
- game theory;
- naive bayes;
- spam detection;
- integer linear programming;
10.A Graph-Theoretic Approach to Extract Storylines from Search Results

机译：图论方法从搜索结果中提取故事情节
- 作者：Ravi Kumar;Uma Mahadevan;D. Sivakumar
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- link analysis;
- communities;
- clustering;
- storylines;
- search results;
11.A Framework for Ontology-Driven Subspace Clustering

机译：本体驱动子空间聚类的框架
- 作者：Jinze Liu;Wei Wang;Jiong Yang
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- subspace clustering;
- ontology;
- tendency preserving;
12.A Data Mining Approach to Modeling Relationships Among Categories in Image Collection

机译：一种用于数据收集中类别之间关系建模的数据挖掘方法
- 作者：Ruofei Zhang;Zhongfei (Mark) Zhang;Sandeep Khanzode
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- relationships;
- semantic category;
- fuzzy model;
- image collection;
13.A Generalized Maximum Entropy Approach to Bregman Co-clustering and Matrix Approximation

机译：Bregman共聚和矩阵逼近的广义最大熵方法
- 作者：Arindam Banerjee;Joydeep Ghosh;Srujana Merugu;Inderjit Dhillon;Dharmendra S. Modha
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- Co-clustering;
- matrix approximation;
- bregman divergences;
14.A Bayesian Network Framework for Reject Inference

机译：贝叶斯网络拒绝推理框架
- 作者：Andrew Smith;Charles Elkan
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- reject inference;
- sample selection bias;
- heckman estimator;
- propensity scores;
- expectation-maximization;
- bayesian networks;
15.A System for Automated Mapping of Bill-of-Materials Part Numbers

机译：物料清单零件号的自动映射系统
- 作者：Jayant Kalagnanam;Sudhir Verma;Moninder Singh;Michael Patek;Yuk Wah Wong
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- data mining;
- bill of materials;
- part number mapping;
16.Analytical View of Business Data

机译：业务数据的分析视图
- 作者：Adam Yeh;Jonathan Tang;Youxuan Jin;Sam Skrivan
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- OLAP;
- business intelligence;
- analytics;
- entity persistence;
- object-oriented;
- OLTP;
- application framework;
- information retrieval and navigation;
17.Learning to Detect Malicious Executables in the Wild

机译：学会在野外发现恶意可执行文件
- 作者：Jeremy Z. Kolter;Marcus A. Maloof
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- data mining;
- concept learning;
- security;
- malicious software;
18.Locating Secret Messages in Images

机译：在图像中找到秘密消息
- 作者：Ian Davidson;Goutam Paul
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- steganography;
- steganalysis;
- outlier detection;
19.Learning a Complex Metabolomic Dataset using Random Forests and Support Vector Machines

机译：使用随机森林和支持向量机学习复杂的代谢组学数据集
- 作者：Young Truong;Xiaodong Lin;Chris Beecher
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- metabolomics;
- random forest;
- support vector machines;
- missing data;
20.Mining and Summarizing Customer Reviews

机译：挖掘和总结客户评论
- 作者：Minqing Hu;Bing Liu
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- text mining;
- sentiment classification;
- summarization;
- reviews;
21.Mining Coherent Gene Clusters from Gene-Sample-Time Microarray Data

机译：从基因采样时间微阵列数据中挖掘相干基因簇
- 作者：Daxin Jiang;Jian Pei;Murali Ramanathan;Chun Tang;Aidong Zhang
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- bioinformatics;
- clustering;
- microarray data;
22.Identifying Early Buyers from Purchase Data

机译：从购买数据中识别早期购买者
- 作者：Paat Rusmevichientong;Shenghuo Zhu;David Selinger
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- consumer behavior;
- early buyers;
- semidefinite programming;
- social network;
23.Kernel k-means, Spectral Clustering and Normalized Cuts

机译：核k均值，谱聚类和归一化割
- 作者：Inderjit S. Dhillon;Yuqiang Guan;Brian Kulis
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- spectral clustering;
- kernel k-means;
- graph partitioning;
24.Machine Learning for Online Query Relaxation

机译：用于在线查询放松的机器学习
- 作者：Ion Muslea
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- online query relaxation;
- failing query;
- rule learning, nearest neighbor;
- web-based information sources;
25.Interestingness of Frequent Itemsets Using Bayesian Networks as Background Knowledge

机译：使用贝叶斯网络作为背景知识的频繁项集的趣味性
- 作者：Szymon Jaroszewicz;Dan A. Simovici
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- association rule;
- frequent itemset;
- background knowledge;
- interestingness;
- bayesian network;
26.k-TTP: A New Privacy Model for Large-Scale Distributed Environments

机译：k-TTP：适用于大规模分布式环境的新隐私模型
- 作者：Bobi Gilburd;Assaf Schuster;Ran Wolff
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- privacy;
- security;
- data mining;
- privacy-preserving data mining;
- distributed data mining;
- association rule mining;
27.Interactive Training of Advanced Classifiers for Mining Remote Sensing Image Archives

机译：先进分类器的交互式培训，用于挖掘遥感图像档案
- 作者：Selim Aksoy;Krzysztof Koperski;Carsten Tusk
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- decision tree classifiers;
- missing data;
- data fusion;
- remote sensing;
- land cover analysis;
28.Incremental Maintenance of Quotient Cube for Median

机译：中位数的商的增量维护
- 作者：Cuiping Li;Gao Cong;Shan Wang;Anthony K. H. Tung
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- data cube;
- holistic aggregation;
29.IMMC: Incremental Maximum Margin Criterion

机译：IMMC：增量最大保证金标准
- 作者：Jun Yan;Benyu Zhang;Shuicheng Yan;Qiang Yang;Hua Li;Zheng Chen;Wensi Xi;Weiguo Fan;Wei-Ying Ma;Qiansheng Cheng
- 会议名称：《》 | 2004年
30.Improved Robustness of Signature-Based Near-Replica Detection via Lexicon Randomization

机译：通过词典随机化提高了基于签名的近副本检测的鲁棒性
- 作者：Aleksander Kolcz;Abdur Chowdhury;Joshua Alspector
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- deduplication;
- data cleaning;
- spam filtering;
- web mining;
31.IncSpan: Incremental Mining of Sequential Patterns in Large Database

机译：IncSpan：大型数据库中顺序模式的增量挖掘
- 作者：Hong Cheng;Xifeng Yan;Jiawei Han
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- incremental mining;
- buffering pattern;
- reverse pattern matching;
- shared projection;
32.A DEA Approach for Model Combination

机译：模型组合的DEA方法
- 作者：Zhiqiang Zheng;Balaji Padmanabhan;Haoqiang Zheng
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- model combination;
- data envelopment analysis;
- ROC;
33.Visually Mining and Monitoring Massive Time Series

机译：可视地挖掘和监视大量时间序列
- 作者：Jessica Lin;Eamonn Keogh;Stefano Lonardi;Jeffrey P. Lankford;Donna M. Nystrom
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- time series;
- visualization;
- motif discovery;
- anomaly detection;
- pattern discovery;
34.Why Collective Inference Improves Relational Classification

机译：为什么集体推理可以改善关系分类
- 作者：David Jensen;Jennifer Neville;Brian Gallagher
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- relational learning;
- probabilistic relational models;
- collective inference;
35.When do Data Mining Results Violate Privacy?

机译：数据挖掘结果何时会违反隐私权？
- 作者：Murat Kantarcioglu;Jiashun Jin;Chris Clifton
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- privacy;
- inference;
36.Redundancy Based Feature Selection for Microarray Data

机译：基于冗余的微阵列数据特征选择
- 作者：Lei Yu;Huan Liu
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- feature redundancy;
- gene selection;
- microarray data;
37.Mining the Space of Graph Properties

机译：挖掘图属性的空间
- 作者：Glen Jeh;Jennifer Widom
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- data mining;
- graph mining;
38.On Demand Classification of Data Streams

机译：数据流的按需分类
- 作者：Charu C. Aggarwal;Jiawei Han;Philip S. Yu
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- data streams;
- classification;
39.Ordering Patterns by Combining Opinions from Multiple Sources

机译：结合来自多个来源的意见的排序模式
- 作者：Pang-Ning Tan;Rong Jin
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- pattern ordering;
- ensemble learning;
- rank aggregation;
40.Optimal Randomization for Privacy Preserving Data Mining

机译：隐私保护数据挖掘的最佳随机化
- 作者：Yu Zhu;Lei Liu
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- mixture model;
- randomization operator;
- individual privacy;
41.2PXMiner - An Efficient Two Pass Mining of Frequent XML Query Patterns

机译：2PXMiner-频繁的XML查询模式的两次有效挖掘
- 作者：Liang Huai Yang;Mong Li Lee;Wynne Hsu;Xinyu Guo
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- XML query pattern;
- tree mining;
42.Regularized Multi-Task Learning

机译：正则多任务学习
- 作者：Theodoros Evgeniou;Massimiliano Pontil
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- multi-task learning;
- support vector machines;
- regularization;
- kernel methods;
43.Probabilistic Author-Topic Models for Information Discovery

机译：信息发现的概率作者-主题模型
- 作者：Mark Steyvers;Padhraic Smyth;Thomas Griffiths
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- unsupervised learning;
- gibbs sampling;
- text modeling;
44.Predicting Prostate Cancer Recurrence via Maximizing the Concordance Index

机译：通过最大化一致性指数预测前列腺癌的复发
- 作者：Lian Yan;David Verbel;Olivier Saidi
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- survival analysis;
- concordance index;
- neural networks;
- prostate cancer recurrence;
- nomogram;
45.Systematic Data Selection to Mine Concept-Drifting Data Streams

机译：矿井概念抽取数据流的系统数据选择
- 作者：Wei Fan
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- data streams;
- concept-drift;
- decision trees;
46.Recovering Latent Time-Series from their Observed Sums: Network Tomography with Particle Filters

机译：从观测到的总和中恢复潜在时间序列：带粒子滤波器的网络层析成像
- 作者：Edoardo Airoldi;Christos Faloutsos
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
47.Selection, Combination, and Evaluation of Effective Software Sensors for Detecting Abnormal Computer Usage

机译：用于检测异常计算机使用情况的有效软件传感器的选择，组合和评估
- 作者：Jude Shavlik;Mark Shavlik
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- intrusion detection;
- anomaly detection;
- machine learning;
- usermodeling;
- windows 2000;
- feature selection;
- winnow lgorithm;
48.Scalable Mining of Large Disk-based Graph Databases

机译：大型基于磁盘的图形数据库的可伸缩挖掘
- 作者：Chen Wang;Wei Wang;Jian Pei;Yongtai Zhu;Baile Shi
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- graph mining;
- index;
- graph database;
- frequent graph pattern;
49.Belief State Approaches to Signaling Alarms in Surveillance Systems

机译：监视系统中警报信号的置信状态方法
- 作者：Kaustav Das;Andrew Moore;Jeff Schneider
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- probabilistic model;
- scan statistic;
- signaling alarms;
- surveillance systems;
50.Automatic Multimedia Cross-modal Correlation Discovery

机译：自动多媒体跨模态相关发现
- 作者：Jia-Yu Pan;Hyung-Jeong Yang;Christos Faloutsos;Pinar Duygulu
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- cross-modal correlation;
- automatic image captioning;
- graphbased model;
51.Cluster-based Concept Invention for Statistical Relational Learning

机译：统计研究中基于聚类的概念发明
- 作者：Alexandrin Popescul;Lyle H. Ungar
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- relational learning;
- clustering;
- feature generation;
52.Clustering Time Series from ARMA Models with Clipped Data

机译：具有裁剪数据的ARMA模型中的时间序列聚类
- 作者：A. J. Bagnall;G. J. Janacek
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- time series;
- clustering;
- ARMA;
53.Column-Generation Boosting Methods for Mixture of Kernels

机译：混合核的柱产生促进方法
- 作者：Jinbo Bi;Tong Zhang;Kristin P. Bennett
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- kernel methods;
- boosting;
- column generation;
54.Feature Selection in Scientific Applications

机译：科学应用中的特征选择
- 作者：Erick Cantu-Paz;Shawn Newsam;Chandrika Kamath
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- feature selection;
- data mining;
- astronomical survey;
- plasma physics;
- remote sensing;
55.Fast Discovery of Connection Subgraphs

机译：快速发现连接子图
- 作者：Christos Faloutsos;Kevin S. McCurley;Andrew Tomkins
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- algorithms;
- human factors;
56.Discovering Additive Structure in Black Box Functions

机译：在黑匣子函数中发现加法结构
- 作者：Giles Hooker
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- visualization;
- diagnostics;
- functional ANOVA;
- additivemodels;
- graphical models;
- interpretation;
- feature selection;
57.Early Detection of Insider Trading in Option Markets

机译：早期发现期权市场内幕交易
- 作者：Steve Donoho
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- insider trading;
- fraud detection;
- behavior detection;
- data mining;
58.Exploring the Community Structure of Newsgroups

机译：探索新闻组的社区结构
- 作者：Christian Borgs;Jennifer Chayes;Mohammad Mahdian;Amin Saberi
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- spectral method;
- usenet;
- clustering;
59.Estimating the Size of the Telephone Universe: A Bayesian Mark-Recapture Approach

机译：估计电话宇宙的大小：贝叶斯标记夺回方法
- 作者：David Poole
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- bayesian inference;
- massive datasets;
- population size estimation;
- telecommunications;
60.Effective Localized Regression for Damage Detection in Large Complex Mechanical Structures

机译：大型复杂机械结构中用于损伤检测的有效局部回归
- 作者：Aleksandar Lazarevic;Ramdev Kanapady;Chandrika Kamath
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- clustering;
- localized regression;
- structure elements;
- damage detection;
- mechanical structures;
61.Efficient Closed Pattern Mining in the Presence of Tough Block Constraints

机译：存在硬块约束的有效闭合模式挖掘
- 作者：Krishna Gade;Jianyong Wang;George Karypis
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- closed pattern;
- tough constraint;
- block constraint;
62.Learning Spatially Variant Dissimilarity (SVaD) Measures

机译：学习空间变异差异（SVaD）度量
- 作者：Krishna Kummamuru;Raghu Krishnapuram;Rakesh Agrawal
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- clustering;
- learning dissimilarity measures;
63.IDR/QR: An Incremental Dimension Reduction Algorithm via QR Decomposition

机译：IDR / QR：一种通过QR分解的增量降维算法
- 作者：Jieping Ye;Qi Li;Hui Xiong;Haesun Park;Ravi Janardan;Vipin Kumar
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- dimension reduction;
- linear discriminant analysis;
- incremental learning;
- QR decomposition;
64.Incorporating Prior Knowledge with Weighted Margin Support Vector Machines

机译：将先验知识与加权边际支持向量机相结合
- 作者：Xiaoyun Wu;Rohini Srihari
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- text categorization;
- support vector machines;
- incorporating prior knowledge;
65.TiVo: Making Show Recommendations Using a Distributed Collaborative Filtering Architecture

机译：TiVo：使用分布式协作过滤体系结构制作展示建议
- 作者：Kamal Ali;Wijnand van Stam
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- collaborative-filtering;
- clustering clickstreams;
66.V-Miner: Using Enhanced Parallel Coordinates to Mine Product Design and Test Data

机译：V-Miner：使用增强的平行坐标来开采产品设计和测试数据
- 作者：Kaidi Zhao;Bing Liu;Thomas M. Tirpak;Andreas Schaller
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- change patterns;
- parallel coordinate visualization;
- rules;
67.Web Usage Mining Based on Probabilistic Latent Semantic Analysis

机译：基于概率潜在语义分析的Web使用挖掘
- 作者：Xin Jin;Yanzan Zhou;Bamshad Mobasher
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- web usage mining;
- user profiling;
- PLSA;
68.Support Envelopes: A Technique for Exploring the Structure of Association Patterns

机译：支撑信封：一种探索联想模式结构的技术
- 作者：Michael Steinbach;Pang-Ming Tan;Vipin Kumar
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- support envelope;
- association analysis;
- formal concept analysis;
- error-tolerant itemsets;
69.Privacy Preserving Regression Modelling Via Distributed Computation

机译：通过分布式计算的隐私保护回归建模
- 作者：Ashish P. Sanil;Alan F. Karr;Jerome P. Reiter;Xiaodong Lin
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- data confidentiality;
- data integration;
- secure multi-party computation;
- regression;
70.The IOC algorithm: Efficient Many-Class Non-parametric Classification for High-Dimensional Data

机译：IOC算法：高维数据的高效多类非参数分类
- 作者：Ting Liu;Ke Yang;Andrew W. Moore
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- k nearest neighbor;
- classification;
- high dimension;
- metric tree;
71.The Complexity of Mining Maximal Frequent Itemsets and Maximal Frequent Patterns

机译：最大频繁项集和最大频繁模式的挖掘复杂性
- 作者：Guizhen Yang
- 会议名称：《》 | 2004年
- data mining;
- maximal frequent iternset;
- maximal frequent pattern;
- #P-complete;
- #P-hard;
72.On the Discovery of Significant Statistical Quantitative Rules

机译：关于重要的统计量化规则的发现
- 作者：Hong Zhang;Balaji Padmanabhan;Alexander Tuzhilin
- 会议名称：《》 | 2004年
- rule discovery;
- market share rules;
- statistical quantitative rules;
- nonparametric methods;
- resampling;
73.Mining Scale-free Networks using Geodesic Clustering

机译：使用测地线聚类挖掘无尺度网络
- 作者：Andrew Y. Wu;Michael Garland;Jiawei Han
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- graphs;
- social networks;
- scale-free networks;
- clustering;
74.Programming the K-means Clustering Algorithm in SQL

机译：用SQL编写K均值聚类算法
- 作者：Carlos Ordonez
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- clustering;
- SQL;
- relational DBMS;
- integration;
75.Privacy-Preserving Bayesian Network Structure Computation on Distributed Heterogeneous Data

机译：分布式异构数据的隐私保护贝叶斯网络结构计算
- 作者：Rebecca Wright;Zhiqiang Yang
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- bayesian network;
- privacy-preserving data mining;
- distributed databases;
76.Predicting Customer Shopping Lists from Point-of-Sale Purchase Data

机译：根据销售点购买数据预测客户购物清单
- 作者：Chad Cumby;Andrew Fano;Rayid Ghani;Marko Krema
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- applications;
- machine learning;
- classification;
- POS data;
77.Parallel Computation of High Dimensional Robust Correlation and Covariance Matrices

机译：高维鲁棒相关性和协方差矩阵的并行计算
- 作者：James Chilson;Raymond Ng;Alan Wagner;Ruben Zamar
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- parallel;
- robust;
- correlation;
- covariance;
- maronna;
78.SPIN: Mining Maximal Frequent Subgraphs from Graph Databases

机译：SPIN：从图形数据库中挖掘最大频繁子图
- 作者：Jun Huan;Wei Wang;Jan Prins;Jiong Yang
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- subgraph mining;
- spanning tree;
79.Rapid Detection of Significant Spatial Clusters

机译：快速检测重要空间簇
- 作者：Daniel B. Neill;Andrew W. Moore
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- cluster detection;
- spatial scan statistics;
- biosurveillance;
80.Semantic Representation, Search and Mining of Multimedia Content

机译：多媒体内容的语义表示，搜索和挖掘
- 作者：Apostol (Paul) Natsev;Milind R. Naphade;John R. Smith
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- semantic indexing;
- model vectors;
- TRECVID;
81.Sleeved CoClustering

机译：袖套
- 作者：Avraham A. Melkman;Eran Shaham
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- clustering;
- coclustering;
- gene expression data;
- co-regulation;
82.Mining Reference Tables for Automatic Text Segmentation

机译：挖掘参考表以进行自动文本分段
- 作者：Eugene Agichtein;Venkatesh Ganti
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- text segmentation;
- machine learning;
- text management;
- information extraction;
- data cleaning;
83.On Detecting Space-Time Clusters

机译：关于检测时空群集
- 作者：Vijay S. Iyengar
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- clusters;
- space-time region;
- spatial scan statistic;
- search;
- monte carlo;
84.Mining, Indexing, and Querying Historical Spatiotemporal Data

机译：挖掘，索引和查询历史时空数据
- 作者：Nikos Mamoulis;Huiping Cao;George Kollios;Marios Hadjieleftheriou;Yufei Tao;David W. Cheung
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- spatiotemporal data;
- trajectories;
- pattern mining;
- indexing;
85.A Generative Probabilistic Approach to Visualizing Sets of Symbolic Sequences

机译：生成概率的可视化符号序列集的方法
- 作者：Peter Tino;Ata Kaban;Yi Sun
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- hidden markov model;
- latent space models;
- topographic mapping;
- EM algorithm;
86.A Quickstart in Frequent Structure Mining Can Make a Difference

机译：频繁进行结构挖掘的快速入门可以有所作为
- 作者：Siegfried Nijssen;Joost N. Kok
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- frequent item sets;
- graphs;
- semi-structures;
- structures;
87.An Iterative Method for Multi-class Cost-sensitive Learning

机译：多类成本敏感型学习的迭代方法
- 作者：Naoki Abe;Bianca Zadrozny;John Langford
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- cost-sensitive learning;
- multi-class classification;
- boosting;
88.A Cross-Collection Mixture Model for Comparative Text Mining

机译：用于比较文本挖掘的跨馆藏混合模型
- 作者：ChengXiang Zhai;Atulya Velivelli;Bei Yu
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- comparative text mining;
- mixture models;
- clustering;
89.A General Approach to Incorporate Data Quality Matrices into Data Mining Algorithms

机译：将数据质量矩阵纳入数据挖掘算法的一般方法
- 作者：Ian Davidson;Ashish Grover;Ashwin Satyanarayana;Giri K. Tayi
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- data quality;
- ensemble;
- approaches;
- six-sigma;
- classification;
- decision trees;
90.1-Dimensional Splines as Building Blocks for Improving Accuracy of Risk Outcomes Models

机译：一维样条作为提高风险结果模型准确性的基础
- 作者：David S. Vogel;Morgan C. Wang
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- spline;
- variable transformation;
- linear model;
- data mining;
- prediction;
- adaptive;
- risk;
- outcomes;
91.A Rank Sum Test Method for Informative Gene Discovery

机译：信息基因发现的秩和检验方法
- 作者：Lin Deng;Jian Pei;Jinwen Ma;Dik Lun Lee
- 会议名称：《》 | 2004年
- informative genes;
- ranking criterion;
- rank sum test;
- support vector machine;
- classification;
92.A Probabilistic Framework for Semi-Supervised Clustering

机译：半监督聚类的概率框架
- 作者：Sugato Basu;Mikhail Bilenko;Raymond J. Mooney
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- semi-supervised clustering;
- hidden markov random fields;
- distance metric learning;
93.ANN Quality Diagnostic Models for Packaging Manufacturing: An Industrial Data Mining Case Study

机译：包装制造的人工神经网络质量诊断模型：工业数据挖掘案例研究
- 作者：Nicolas de Abajo;Vanesa Lobato;Alberto B. Diez;Sergio R. Cuesta
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- tinplate quality;
- ANNs;
- CRISP-DM;
- FMEA;
94.Clustering Moving Objects

机译：聚类运动对象
- 作者：Yifan Li;Jiawei Han;Jiong Yang
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- moving object;
- micro-cluster;
- clustering;
- algorithms;
95.Approximating a Collection of Frequent Sets

机译：近似一组常用集
- 作者：Foto Afrati;Aristides Gionis;Heikki Mannila
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- foundations of data mining;
- mining frequent itemsets;
96.Cross Channel Optimized Marketing by Reinforcement Learning

机译：通过强化学习进行跨渠道优化营销
- 作者：Naoki Abe;Naval Verm;Chid Apte;Robert Schroko
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- customer life time value;
- CRM;
- cost sensitive learning;
- reinforcement learning;
- targeted marketing;
97.Dense Itemsets

机译：密集物品组
- 作者：Jouni K. Seppaenen;Heikki Mannila
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- frequent itemsets;
- error tolerance;
98.Fast Nonlinear Regression via Eigenimages Applied to Galactic Morphology

机译：通过特征图像快速非线性回归应用于银河形态学
- 作者：Brigham Anderson;Andrew Moore;Andrew Connolly;Robert Nichol
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- astronomy;
- morphology;
- nearest neighbor;
- regression;
- pincipal component analysis;
99.Density-Based Spam Detector

机译：基于密度的垃圾邮件检测器
- 作者：Kenichi YOSHIDA;Teruaki HOMMA;Akihiro NAKASHIMA;Fuminori ADACHI;Takashi WASHIO;Hiroshi MOTODA;Hiromitsu FUJIKAWA;Katsuyuki YAMAZAKI
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- spam;
- unsupervised learning;
- document space density;
- directmapped cache;
100.Data Mining in Metric Space: An Empirical Analysis of Supervised Learning Performance Criteria

机译：度量空间中的数据挖掘：监督学习绩效标准的实证分析
- 作者：Rich Caruana;Alexandru Niculescu-Mizil
- 会议名称：《Association for Computing Machinery(ACM) Special Interest Group on Knowledge Discovery and Data Mining(SIGKDD) International Conference on Knowledge Discovery and Data Mining; 20040822-20040825; Seattle,WA; US》 | 2004年
- supervised learning;
- performance evaluation;
- metrics;
- ROC;
- precision;
- recall;
- lift;
- cross entropy;