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The 12th IEEE International Conference on Data Mining Workshops.

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1.Viewers' Side Analysis of Social Interests

机译：观众对社会利益的侧面分析
- 作者：Mitamura Takeshi;Yoshida Kenichi
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
- Cardinality;
- DNS;
- Social Interest;
- poster;
- viewer;
2.Streamlining Service Levels for IT Infrastructure Support

机译：简化IT基础架构支持的服务级别
- 作者：Palshikar Girish Keshav;Mudassar Mohammed;Vin Harrick M.;Natu Maitreya
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
- Customer Support;
- Domain-driven Data-mining;
- IT infrastructure Support;
- ITIL;
- Service quality;
- Support Analytics;
- Ticket routing;
- Workforce management;
3.Evaluating Fraud Detection Algorithms Using an Auction Data Generator

机译：使用拍卖数据生成器评估欺诈检测算法
- 作者：Tsang Sidney;Dobbie Gillian;Koh Yun Sing
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
- agent-based simulation;
- auction data generation;
- auction simulation;
- fraud detection;
- fraud detection evaluation;
4.A Subspace Clustering Extension for the KNIME Data Mining Framework

机译：KNIME数据挖掘框架的子空间集群扩展
- 作者：Gunnemann Stephan;Kremer Hardy;Musiol Richard;Haag Roman;Seidl Thomas
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
5.Supporting the Discovery of Relevant Topological Patterns in Attributed Graphs

机译：支持在属性图中发现相关的拓扑模式
- 作者：Salotti Julien;Plantevit Marc;Robardet Celine;Boulicaut Jean-Francois
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
- Topological patterns;
- attributed graphs;
- structural correlation;
6.Data Mining for Official Statistics: Challenges and Opportunities

机译：官方统计数据挖掘：挑战与机遇
- 作者：Buelens Bart;Daas Piet;van den Brakel Jan
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
- big data;
- estimation;
- modeling;
- prediction;
- sampling;
7.A Data Mining Framework for Monitoring Nuclear Facilities

机译：监测核设施的数据挖掘框架
- 作者：Vatsavai Ranga Raju
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
- Nuclear proliferation monitoring;
- probabilistic change detection;
- semantic annotation;
8.Effective Text Classification by a Supervised Feature Selection Approach

机译：通过有监督的特征选择方法进行有效的文本分类
- 作者：Basu Tanmay;Murthy C.A.
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
- Feature Selection;
- Text Classification;
9.A Sorted Neighborhood Approach to Multidimensional Privacy Preserving Blocking

机译：多维隐私保护阻止的一种排序邻域方法
- 作者：Karakasidis Alexandros;Verykios Vassilios S.
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
- blocking;
- data integration;
- performance;
- privacy;
- record linkage;
- sortedneighborhood;
10.Modeling of Collective Synchronous Behavior on Social Media

机译：社交媒体上的集体同步行为建模
- 作者：Liang Victor C.;Ng Vincent T.Y.
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
- collective synchronous behavior;
- hidden Markov model;
- reactive factor;
- social media;
11.Towards a Particle Swarm Optimization-Based Regression Rule Miner

机译：迈向基于粒子群优化的回归规则矿工
- 作者：Minnaert Bart;Martens David
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
- heuristic;
- particle swarm optimization;
- regression;
- rule mining;
12.Prediction of HLA Genes from SNP Data and HLA Haplotype Frequencies

机译：从SNP数据和HLA单倍型频率预测HLA基因
- 作者：Paunic Vanja;Steinbach Michael;Kumar Vipin;Maiers Martin
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
- HLA imputation;
- Human Leukocyte Antigen;
- SNP data;
- multi-label prediction;
13.Interactive Grouping of Friends in OSN: Towards Online Context Management

机译：OSN中的朋友互动分组：走向在线上下文管理
- 作者：Gao Bo;Berendt Bettina;Clarke Dave;De Wolf Ralf;Peetz Thomas;Pierson Jo;Sayaf Rula
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
- context;
- online social networks;
- privacy;
- transparency tool;
- visualization;
14.Measuring Local Topological Anonymity in Social Networks

机译：测量社交网络中的本地拓扑匿名性
- 作者：Gulyas Gabor Gyorgy;Imre Sandor
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
- anonymity;
- re-identification;
- social networks;
15.Beware of What You Share: Inferring Home Location in Social Networks

机译：当心共享的内容：在社交网络中推断家庭位置
- 作者：Pontes Tatiana;Magno Gabriel;Vasconcelos Marisa;Gupta Aditi;Almeida Jussara;Kumaraguru Ponnurangam;Almeida Virgilio
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
- Foursquare;
- Google+;
- Location;
- Location Inference;
- Privacy;
- Social Networks;
- Twitter;
16.Thorough Analysis of Log Data with Dependency Rules: Practical Solutions and Theoretical Challenges

机译：具有相关性规则的日志数据的全面分析：实际解决方案和理论挑战
- 作者：Hamalainen Wilhelmiina
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
- Dependency rule;
- discretization;
- hierarchical variable;
- intrinsic dimensionality;
- log data;
- numerical variable;
- preprocessing;
17.Logical Itemset Mining

机译：逻辑项集挖掘
- 作者：Kumar Shailesh;V. Chandrashekar;Jawahar C.V.
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
18.Generating Diverse Realistic Data Sets for Episode Mining

机译：生成用于情节挖掘的各种现实数据集
- 作者：Zimmermann Albrecht
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
- experimental evaluation;
- temporal mining;
19.The PerfSim Algorithm for Concept Drift Detection in Imbalanced Data

机译：用于不平衡数据中概念漂移检测的PerfSim算法
- 作者：Antwi Daniel K.;Viktor Herna L.;Japkowicz Nathalie
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
- Concept drift detection;
- class imbalance;
- classification;
- reliable model building;
20.Reliable Knowledge Discovery with a Minimal Causal Model Inducer

机译：最小因果模型归纳器的可靠知识发现
- 作者：Dai Honghua;Keble-Johnston Sarah;Gan Min
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
- Minimal Model Learner;
- reliability;
- data mining;
21.Outlier Detection in Logistic Regression: A Quest for Reliable Knowledge from Predictive Modeling and Classification

机译：Logistic回归中的离群值检测：从预测建模和分类中寻求可靠知识的探索
- 作者：Nurunnabi Abdul;West Geoff
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
- data mining;
- high leverge point;
- influential observation;
- knowledge discovery;
- outlier;
- pattern recognition;
- regression;
- reliability;
- statistical computing;
22.Model Selection with Combining Valid and Optimal Prediction Intervals

机译：结合有效预测间隔和最佳预测间隔的模型选择
- 作者：Pevec Darko;Kononenko Igor
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
- Estimation error;
- Machine Learning;
- Predictive models;
- Regression analysis;
- Supervised learning;
23.Bootstrap Confidence Intervals in DirectLiNGAM

机译：DirectLiNGAM中的自举置信区间
- 作者：Thamvitayakul Kittitat;Shimizu Shohei;Ueno Tsuyoshi;Washio Takashi;Tashiro Tatsuya
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
- Bayesian information criteria;
- Bayesian networks;
- Structural equation models;
- adaptive Lasso;
- bootstrap method;
- causal discovery;
- non-Gaussianity;
24.Predicting Hospital Length of Stay (PHLOS): A Multi-tiered Data Mining Approach

机译：预测医院住院时间（PHLOS）：多层数据挖掘方法
- 作者：Azari Ali;Janeja Vandana P.;Mohseni Alex
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
- Classification;
- Length of Stay;
- Predictive Models;
25.Figure Retrieval in Biomedical Literature

机译：生物医学文献中的人物检索
- 作者：Deepak K. Sai;Rai Harikrishna G.N.;Radhakrishna P.
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
26.Cerebral Palsy EEG Signals Classification: Facial Expressions and Thoughts for Driving an Intelligent Wheelchair

机译：脑性瘫痪脑电信号分类：驾驶智能轮椅的面部表情和思考
- 作者：Faria Brigida Monica;Reis Luis Paulo;Lau Nuno
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
- Brain Computer Interface;
- Cerebral Palsy;
- Facial Expressions;
- Intelligent Wheelchairs;
- Thoughts;
27.Improved Feature Selection by Incorporating Gene Similarity Into the LASSO

机译：通过将基因相似性纳入LASSO，改进了特征选择
- 作者：Gillies C.E.;Gao X.;Patel N.V.;Siadat M.R.;Wilson G.D.
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
- Gene Expression;
- Gene Ontology;
- LASSO;
- Regression;
- Semantic Similarity;
28.Adapting Surgical Models to Individual Hospitals Using Transfer Learning

机译：使用转移学习使手术模式适应各个医院
- 作者：Lee Gyemin;Rubinfeld Ilan;Syed Zeeshan
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
- preoperative model;
- support vector machines;
- surgical model;
- transfer learning;
29.Discovering Aberrant Patterns of Human Connectome in Alzheimer's Disease via Subgraph Mining

机译：通过子图挖掘发现阿尔茨海默氏病中人类连接组的异常模式
- 作者：Shao Junming;Yang Qinli;Wohlschlaeger Afra;Sorg Christian
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
- Alzheimer's Disease;
- Diffusion Tensor Imaging;
- Human Connectome;
- Subgraph Mining;
30.Overlapping Clustering with Sparseness Constraints

机译：具有稀疏约束的重叠聚类
- 作者：Lu Haibing;Hong Yuan;Street W. Nick;Wang Fei;Tong Hanghang
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
31.Regular Multiple Criteria Linear Programming for Semi-supervised Classification

机译：半监督分类的规则多准则线性规划
- 作者：Qi Zhiquan;Tian Yingjie;Shi Yong
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
- Basic Endowment Insurance Fund Audit (BEIFA) dataset;
- Laplacian;
- RMCLP;
- semi-supervised classification;
32.Nonlinear Unsupervised Feature Learning: How Local Similarities Lead to Global Coding

机译：非线性无监督特征学习：局部相似性如何导致全局编码
- 作者：Shaban Amirreza;Rabiee Hamid R.;Tahaei Marzieh S.;Salavati Erfan
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
- coarse graining;
- coding;
- diffusion map;
- manifold;
33.Learning from Multiple Annotators: When Data is Hard and Annotators are Unreliable

机译：向多个注释者学习：当数据困难而注释者不可靠时
- 作者：Wolley Chirine;Quafafou Mohamed
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
- Bayesian Analysis;
- Crowdsourcing;
- Data Quality;
- Ignorance;
- Multiple Annotators;
34.Robust Kernel Nonnegative Matrix Factorization

机译：稳健的内核非负矩阵分解
- 作者：Xia Zhichen;Ding Chris;Chow Edmond
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
- L21 norm;
- convergence;
- kernel NMF;
- nonnegatative matrix factorization;
35.A Practical System for Privacy-Preserving Collaborative Filtering

机译：实用的隐私保护协同过滤系统
- 作者：Chow Richard;Pathak Manas A.;Wang Cong
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
- Privacy;
- Recommender Systems;
36.Representing and Resolving Negation for Sentiment Analysis

机译：表示和解决否定情绪分析
- 作者：Lapponi Emanuele;Read Jonathon;Ovrelid Lilja
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
37.Full spectrum opinion mining: integrating domain, syntactic and lexical knowledge

机译：全谱观点挖掘：整合领域，句法和词汇知识
- 作者：Olsher Daniel J.
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
38.A Regularized Recommendation Algorithm with Probabilistic Sentiment-Ratings

机译：具有概率情感评分的正则化推荐算法
- 作者：Peleja Filipa;Dias Pedro;Magalhaes Joao
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
- opinion mining;
- recommendation systems;
- sentiment analysis;
39.Enriching SenticNet Polarity Scores through Semi-Supervised Fuzzy Clustering

机译：通过半监督模糊聚类丰富SenticNet极性得分
- 作者：Poria Soujanya;Gelbukh Alexander;Cambria Erik;Das Dipankar;Bandyopadhyay Sivaji
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
- Fuzzy clustering;
- ISEAR dataset;
- Sentic computing;
- SenticNet;
- Sentiment analysis;
- WordNet;
- WordNet-Affect;
40.How Much Supervision? Corpus-Based Lexeme Sentiment Estimation

机译：多少监督？基于语料库的词素情感估计
- 作者：Wawer Aleksander;Rogozinska Dominika
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
- lexeme sentiment estimation;
- optimization;
- supervised;
- unsupervised;
41.Online Social Behavior in Twitter: A Literature Review

机译：Twitter中的在线社交行为：文献综述
- 作者：Aarts Olav;van Maanen Peter-Paul;Ouboter Tanneke;Schraagen Jan Maarten
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
- Social network services;
- Twitter;
42.Twitter Keyword Volume, Current Spending, and Weekday Spending Norms Predict Consumer Spending

机译：Twitter关键字数量，当前支出和工作日支出规范可预测消费者支出
- 作者：Stewart Justin;Strong Homer;Parker Jeffery;Bedau Mark A.
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
- Twitter;
- consumer spending;
- forecast;
- social media;
43.Mining Spatio-temporal Patterns in the Presence of Concept Hierarchies

机译：在概念层次结构中挖掘时空模式
- 作者：Anh Le Van Quoc;Gertz Michael
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
- concept hierarchies;
- data mining;
- event sequence pattern;
- knowledge bases;
- spatio-temporal patterns;
44.Spatial Interestingness Measures for Co-location Pattern Mining

机译：代位模式挖掘的空间兴趣度度量
- 作者：Sengstock Christian;Gertz Michael;Van Canh Tran
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
- Co-location pattern mining;
- density estimation;
- interestingness measures;
45.Location Extraction from Social Networks with Commodity Software and Online Data

机译：使用商品软件和在线数据从社交网络中提取位置
- 作者：Valkanas George;Gunopulos Dimitrios
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
- commodity software;
- location extraction;
- social networks;
46.Endless and Scalable Knowledge Table Extraction from Semi-structured Websites

机译：从半结构化网站中无休止地扩展知识表
- 作者：Gu Yingqin;Ji Lei;Jiang Ziheng;He Jun
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
- information extraction system;
- knowledge table;
- schema matching;
47.An Overview of the CPROD1 Contest on Consumer Product Recognition within User Generated Postings and Normalization against a Large Product Catalog

机译：用户生成的帖子中的消费产品识别CPROD1竞赛概述以及针对大型产品目录的规范化
- 作者：Melli Gabor;Romming Christian
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
- CPROD1 contest;
- consumer product catalog;
- named entity normalization;
- named entity recognition;
- user generated content;
48.An Ensemble-Based Named Entity Recognition Solution for Detecting Consumer Products

机译：基于集合的命名实体识别解决方案，用于检测消费产品
- 作者：Romaszko Lukasz
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
- Conditional Random Field;
- Consumer products;
- ICDM Contest;
- Named Entity Recognition;
- Sequence Tagging;
49.An NER-based Product Identification and Lucene-based Product Linking Approach to CPROD1 Challenge: Description of Submission System to CPROD1 Challenge

机译：基于NER的产品标识和基于Lucene的产品链接方法来应对CPROD1挑战：描述CPROD1挑战的提交系统
- 作者：Toh Zhiqiang;Wang Wenting;Lan Man;Li Xiaoli
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
- named entity recognition;
- product disambiguation;
- product identification;
- product linking;
50.Topick: Accurate Topic Distillation for User Streams

机译：Topick：用户流的准确主题提要
- 作者：Dimitrov Anton;Olteanu Alexandra;Mcdowell Luke;Aberer Karl
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
- Information networks;
- Profile data;
- Topic models;
- Twitter;
- User classification;
51.A Multi-armed Bandit Approach to Cost-Sensitive Decision Tree Learning

机译：成本敏感型决策树学习的多臂Bandit方法
- 作者：Lomax Susan;Vadera Sunil;Saraee Mohammed
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
- Cost-sensitive learning;
- Decision tree learning;
- Game Theory;
- Multi-armed bandit problems;
52.When Additional Views are Not Free: Active View Completion for Multi-view Semi-Supervised Learning

机译：当其他视图不可用时：多视图半监督学习的Active View完成
- 作者：Quanz Brian;Huan Jun
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
- active learning;
- multi-view semi-supervised learning;
53.Learning in the Class Imbalance Problem When Costs are Unknown for Errors and Rejects

机译：当错误和拒绝的费用未知时，在课堂失衡问题中学习
- 作者：Zhang Xiaowan;Hu Bao-Gang
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
- imbalanced learning;
- classification;
- reject option;
- cost-free learning;
- mutual information;
54.Geo-referenced Time-Series Summarization Using k-Full Trees: A Summary of Results

机译：使用k满树的地理参考时间序列汇总：结果摘要
- 作者：Oliver Dev;Shekhar Shashi;Kang James M.;Laubscher Renee;Carlan Veronica;Evans Michael R.
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
- Full Trees;
- Geo-referenced Time-series;
- Spatial Data Mining;
- Summarization;
55.Spatio-temporal Co-occurrence Pattern Mining in Data Sets with Evolving Regions

机译：区域演化数据集中的时空共现模式挖掘
- 作者：Pillai Karthik Ganesan;Angryk Rafal A.;Banda Juan M.;Schuh Michael A.;Wylie Tim
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
56.TeamFinder: A Co-clustering based Framework for Finding an Effective Team of Experts in Social Networks

机译：TeamFinder：基于共同集群的框架，用于在社交网络中寻找有效的专家团队
- 作者：Farhadi Farnoush;Hoseini Elham;Hashemi Sattar;Hamzeh Ali
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
- Co-clustering;
- Graph Grouping;
- Social Network;
- Team Formation;
57.Effect of Data Repair on Mining Network Streams

机译：数据修复对挖掘网络流的影响
- 作者：Loh Ji Meng;Dasu Tamraparni
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
- Big Data;
- Data glitches;
- Earth Mover Distance;
- missing values;
- network analysis;
- outliers;
58.Uncovering the Spatio-temporal Structure of Social Networks Using Cell Phone Records

机译：使用手机记录发现社交网络的时空结构
- 作者：Moyano Luis G.;Thomae Oscar R. Moll;Frias-Martinez Enrique
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
- CDR;
- Gravity Model;
- Human Mobility;
- Social Networks;
59.Canonical Correlation Analysis for Detecting Changes in Network Structure

机译：用于检测网络结构变化的典型相关分析
- 作者：OSullivan Aidan;Adams Niall M.;Rezek Iead
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
- Canonical Correlation Analysis;
- change detection;
- network embedding;
60.Sampling Online Social Networks Using Coupling from the Past

机译：使用过去的耦合对在线社交网络进行抽样
- 作者：White Kenton;Li Guichong;Japkowicz Nathalie
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
- Coupling From The Past;
- Markov Chain Monte Carlo;
- Online Social Networks;
- Sampling;
61.Rigid or Flexible? A New Navigation Approach for Better Consumer Service Based on Knowledge Enhancement

机译：刚性还是柔性？基于知识增强的改善消费者服务的新导航方法
- 作者：Bao Hongyun;Li Qiudan;Zeng Daniel;Gao Heng
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
- Shopping site;
- conceptual relation;
- hierarchical Latent Dirichlet Allocation;
- level allocations;
62.Exploring Discrimination: A User-centric Evaluation of Discrimination-Aware Data Mining

机译：探索歧视：以用户为中心的歧视感知数据挖掘评估
- 作者：Berendt Bettina;Preibusch Soren
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
- Discrimination discovery;
- Discrimination-aware data mining;
- Evaluation;
- Mechanical Turk;
- Responsible data mining;
- User studies;
63.Injecting Discrimination and Privacy Awareness Into Pattern Discovery

机译：将歧视和隐私意识注入模式发现
- 作者：Hajian Sara;Monreale Anna;Pedreschi Dino;Domingo-Ferrer Josep;Giannotti Fosca
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
- Anti-discrimination;
- Data mining;
- Frequent pattern mining;
- Privacy;
64.Considerations on Fairness-Aware Data Mining

机译：关于公平感知数据挖掘的注意事项
- 作者：Kamishima Toshihiro;Akaho Shotaro;Asoh Hideki;Sakuma Jun
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
- data mining;
- discrimination;
- fairness;
- privacy;
65.Parallel Concept Drift Detection with Online Map-Reduce

机译：在线Map-Reduce的并行概念漂移检测
- 作者：Andrzejak Artur;Gomes Joao Bartolo
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
- Concept-Drif;
- Map-Reduce;
- Parallel Data Mining;
66.Using Storm to Perform Dynamic Egocentric Network Motif Analysis

机译：使用Storm执行动态的以自我为中心的网络图案分析
- 作者：Harrigan Martin;Cunningham Padraig;Coyle Lorcan
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
- cloud computing;
- network analysis;
- scaleability;
- storm;
67.Genetic Algorithm Based Feature Selection Algorithm for Effective Intrusion Detection in Cloud Networks

机译：云网络中基于遗传算法的有效入侵特征选择算法
- 作者：Kannan Anand;Maguire Jr. Gerald Q.;Sharma Ayush;Schoo Peter
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
68.Convex-Concave Hull for Classification with Support Vector Machine

机译：支持向量机分类的凸凹型船体
- 作者：Lopez-Chau Asdrubal;Li Xiaoou;Yu Wen
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
- SVM;
- convex hull;
- non convex hull;
69.OCCAMS -- An Optimal Combinatorial Covering Algorithm for Multi-document Summarization

机译：OCCAMS-用于多文档摘要的最佳组合覆盖算法
- 作者：Davis Sashka T.;Conroy John M.;Schlesinger Judith D.
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
- Combinatorial Optimization;
- Latent Semantic Analysis;
- Multi-document Summarization;
70.Rare Events Forecasting Using a Residual-Feedback GMDH Neural Network

机译：使用残留反馈GMDH神经网络的稀有事件预测
- 作者：Fong Simon;Nannan Zhou;Wong Raymond K.;Yang Xin-She
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
- Data Pre-processing;
- Earthquake Prediction;
- GMDH;
- Ground Ozone;
- Neural Network;
- Time Series Forecasting;
71.A Weighted Support Vector Data Description Based on Rough Neighborhood Approximation

机译：基于粗糙邻域近似的加权支持向量数据描述
- 作者：Hu Yanxing;Liu James N.K.;Wang Yuan;Lai Lucas
- 会议名称：《》 | 2012年
- Neighborhood approximation;
- rough set;
- weighted SVDD;
72.Coupled Matrix Factorization with Sparse Factors to Identify Potential Biomarkers in Metabolomics

机译：结合矩阵分解和稀疏因子来识别代谢组学中的潜在生物标志物
- 作者：Acar Evrim;Gurdeniz Gozde;Rasmussen Morten A.;Rago Daniela;Dragsted Lars O.;Bro Rasmus
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
- Coupled matrix factorization;
- gradient-based optimization;
- metabolomics;
- missing data;
- sparsity;
73.Diagnosis of Coronary Artery Disease Using Cost-Sensitive Algorithms

机译：使用成本敏感算法的冠状动脉疾病诊断
- 作者：Alizadehsani Roohallah;Hosseini Mohammad Javad;Sani Zahra Alizadeh;Ghandeharioun Asma;Boghrati Reihane
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
- C4.5 algorithm;
- Coronary Artery Disease;
- Cost Sensitive Algorithms;
- Data Mining;
- Feature Extraction;
- Na#x00EF;
- ve Bayes algorithm;
74.Evaluation of Feature Ranking Ensembles for High-Dimensional Biomedical Data: A Case Study

机译：高维生物医学数据特征排序集合的评估：一个案例研究
- 作者：Kuncheva Ludmila I.;Smith Christopher J.;Syed Yasir;Phillips Christopher O.;Lewis Keir E.
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
- COPD;
- Feature selection;
- classifier ensembles;
- feature ranking;
- stability index;
75.Clustering Tandem Repeats via Trinucleotides

机译：通过三核苷酸聚类串联重复序列
- 作者：Liang Yupu;Sokol Dina;Zelikovitz Sarah
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
- classification;
- clustering;
- human genome;
- n-grams;
- tandem repeats;
76.Using Perspective Wall to Visualize Medical Data in the Intensive Care Unit

机译：使用透视墙可视化重症监护室中的医疗数据
- 作者：Ltifi Hela;Ben Ayed Mounir;Trabelsi Ghada;Alimi Adel M.
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
77.Evidence Theory-Based Approach for Epileptic Seizure Detection Using EEG Signals

机译：基于证据理论的脑电信号癫痫发作检测方法
- 作者：Mohamed Abduljalil;Shaban Khaled Bashir;Mohamed Amr
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
- EEG signal classification;
- Epleptic seizure detection;
- decision fusion;
- evidence theory;
78.Discovering Aging-Genes by Topological Features in Drosophila melanogaster Protein-Protein Interaction Network

机译：通过果蝇的果皮蛋白质相互作用网络中的拓扑特征发现衰老基因。
- 作者：Song Xin;Zhou Yuan-Chun;Feng Kai;Li Yan-Hui;Li Jian-Hui
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
- aging genes;
- algorithm;
- prediction;
79.Mining Medical Data to Develop Clinical Decision Making Tools in Hemodialysis

机译：挖掘医学数据以开发血液透析临床决策工具
- 作者：Titapiccolo J. Ion;Ferrario M.;Cerutti S.;Signorini M.G.;Barbieri C.;Mari F.;Gatti E.
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
- decision making;
- feature selection;
- hemodialysis;
- prediction of cardiovascular events;
- random forest;
80.Nonlinear L-1 Support Vector Machines for Learning Using Privileged Information

机译：使用特权信息进行学习的非线性L-1支持向量机
- 作者：Niu Lingfeng;Wu Jianmin
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
- 1-norm;
- binary classification;
- kernel;
- privileged information;
- support vector machine;
81.The Performance of Alternative Exchange Rate Regimes and their Countries' Condition: Matching Analysis and Selection Model Building

机译：另类汇率制度的绩效及其国家的条件：匹配分析和选择模型的建立
- 作者：Yang Haizhen;Song Yunpeng;Guo Kun
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
- exchange rate regime;
- match;
- performance;
- selection;
82.The Transfer Learning Based on Relationships between Attributes

机译：基于属性之间关系的转移学习
- 作者：Zhao Jinwei;Feng Boqin;Yan Guirong;Dong Longlei
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
- Markov Logic Network;
- first-order predicate;
- regression problem;
- relationships between attributes;
- small sample;
83.Exploiting Dynamic Privacy in Socially Regularized Recommenders

机译：在社会规范的推荐者中利用动态隐私
- 作者：Bunea Ramona;Mokarizadeh Shahab;Dokoohaki Nima;Matskin Mihhail
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
- matrix factorization;
- privacy;
- privacy inference;
- recommender systems;
- social network;
- trust;
84.Adaptation and Use of Subjectivity Lexicons for Domain Dependent Sentiment Classification

机译：主观性词汇的领域依赖情感分类的改编和使用
- 作者：Dehkharghani Rahim;Yanikoglu Berrin;Tapucu Dilek;Saygin Yucel
- 会议名称：《》 | 2012年
- SentiWordNet;
- lexicon based methods;
- machine learning;
- opinion mining;
- polarity extraction;
- sentiment analysis;
85.Learning Domain-Specific Polarity Lexicons

机译：学习特定领域的极性词汇表
- 作者：Demiroz Gulsen;Yanikoglu Berrin;Tapucu Dilek;Saygin Yucel
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
- lexicon adaptation;
- machine learning;
- natural language processing;
- polarity detection;
- sentiment analysis;
86.Fine-grained Product Features Extraction and Categorization in Reviews Opinion Mining

机译：评论意见挖掘中的细粒度产品特征提取与分类
- 作者：Huang Sheng;Liu Xinlan;Peng Xueping;Niu Zhendong
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
- conditional random fields;
- extraction and categorization;
- product features;
- similarity calculation;
87.Domain Adaptation Using Domain Similarity- and Domain Complexity-Based Instance Selection for Cross-Domain Sentiment Analysis

机译：使用基于域相似度和基于域复杂度的实例选择进行域自适应以进行跨域情感分析
- 作者：Remus Robert
- 会议名称：《》 | 2012年
- Cross-domain sentiment analysis;
- Domain adaptation;
- Domain complexity;
- Domain similarity;
- Instance selection;
- Polarity classification;
88.Sentiment Polarity Classification Using Statistical Data Compression Models

机译：使用统计数据压缩模型的情感极性分类
- 作者：Ziegelmayer Dominique;Schrader Rainer
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
- Prediction by Partial Matching;
- data compression;
- opinion mining;
- sentiment analysis;
- text classification;
89.Geosocial Graph-Based Community Detection

机译：基于地理社会图的社区检测
- 作者：van Gennip Yves;Hu Huiyi;Hunter Blake;Porter Mason A.
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
- Clustering algorithms;
- network theory (graphs);
90.Performance-Optimizing Classification of Time-Series Based on Nearest Neighbor Density Approximation

机译：基于最近邻密度近似的时间序列性能优化分类
- 作者：Ando Shin
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
- Time-series Classification;
- Weighted k-nearest neighbor Classification;
91.Approximate Search on Massive Spatiotemporal Datasets

机译：大规模时空数据集的近似搜索
- 作者：Brugere Ivan;Steinhaeuser Karsten;Boriah Shyam;Kumar Vipin
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
- data analysis;
- earth science;
- rare class;
- similarity search;
- time series;
92.Hierarchical Classifier-Regression Ensemble for Multi-phase Non-linear Dynamic System Response Prediction: Application to Climate Analysis

机译：多阶段非线性动态系统响应预测的分级分类器-回归集成：在气候分析中的应用
- 作者：Gonzalez Doel L.;Chen Zhengzhang;Tetteh Isaac K.;Pansombut Tatdow;Semazzi Fredrick;Kumar Vipin;Melechko Anatoli;Samatova Nagiza F.
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
- Anomaly detection;
- Rainfall prediction;
- Tropical cyclone prediction;
- classification;
- regression;
- spatio-temporal data mining;
93.Comparative Study of Association Rule Mining and MiSTIC in Extracting Spatio-temporal Disease Occurrences Patterns

机译：关联规则挖掘与MiSTIC提取时空疾病发生模式的比较研究
- 作者：Raheja Vipul;Rajan K.S.
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
- Association Rule Mining;
- Epidemiology;
- MiSTIC;
- Pattern extraction;
- Spatio-temporal Mining;
94.Constructing and Exploring Composite Items Using Max-valid Bundles

机译：使用最大有效捆绑包构造和探索复合物品
- 作者：P. Gowtham Srinivas;M. Sreyantha Chary;D. Satheesh Kumar;P. Santhi Thilagam
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
- composite items;
- e-commerce;
- online shops;
- recommendation systems;
95.Learning to Extract Entity Uniqueness from Web for Helping User Decision Making

机译：学习从Web提取实体唯一性以帮助用户决策
- 作者：Wang Wenhan;Liu Ning;Xie Yiran
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
- Web entity;
- decision making;
- entity uniqueness;
- information extraction;
96.Rule Based Product Name Recognition and Disambiguation

机译：基于规则的产品名称识别和消除歧义
- 作者：God#x00E9;ny Balazs
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
- named entity disambiguation;
- named entity recognition;
- rule based systems;
97.Identification and Disambiguation of Product Mentions with Information Retrieval and Problem Specific Methods

机译：通过信息检索和特定问题方法识别和消除产品提及的歧义
- 作者：Topchylo Olexandr
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
- ICDM contest;
- Named entity recognition;
- information retrieval;
98.Accurate Product Name Recognition from User Generated Content

机译：从用户生成的内容中准确识别产品名称
- 作者：Wu Sen;Fang Zhanpeng;Tang Jie
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
- CPROD1;
- Named Entity Recognition;
- Nature Language Processing;
99.OpinioNetIt: A Structured and Faceted Knowledge-base of Opinions

机译：OpinioNetIt：意见的结构化，多面的知识库
- 作者：Awadallah Rawia;Ramanath Maya;Weikum Gerhard
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
- political opinion mining;
100.Concept-Based Biclustering for Internet Advertisement

机译：基于概念的互联网广告打包
- 作者：Ignatov Dmitry I.;Kuznetsov Sergei O.;Poelmans Jonas
- 会议名称：《The 12th IEEE International Conference on Data Mining Workshops.》 | 2012年
- Biclustering;
- Data Mining;
- Formal Concept Analysis;
- Web Advertising;