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European conference on machine learning and knowledge discovery in databases

召开年：2013
召开地：Prague(CZ)
出版时间：-

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1.Abstracts of Journal Track Articles

机译：期刊追踪文章摘要
- 会议名称：《European conference on machine learning and knowledge discovery in databases》 | 2013年
2.AR-Boost: Reducing Overfitting by a Robust Data-Driven Regularization Strategy

机译：AR-Boost：通过稳健的数据驱动正则化策略减少过拟合
- 作者：Baidya Nath Saha;Gautam Kunapuli;Nilanjan Ray;Joseph A. Maldjian;Sriraam Natarajan
- 会议名称：《European conference on machine learning and knowledge discovery in databases》 | 2013年
3.MORD: Multi-class Classifier for Ordinal Regression

机译：MORD：序数回归的多分类器
- 作者：Kostiantyn Antoniuk;Vojtech Franc;Vaclav Hlavac
- 会议名称：《European conference on machine learning and knowledge discovery in databases》 | 2013年
- Ordinal regression;
- linear multi-class classification;
4.PSSDL: Probabilistic Semi-supervised Dictionary Learning

机译：PSSDL：概率半监督词典学习
- 作者：Behnam Babagholami-Mohamadabadi;Ali Zarghami;Mohammadreza Zolfaghari;Mahdieh Soleymani Baghshah
- 会议名称：《European conference on machine learning and knowledge discovery in databases》 | 2013年
- Dictionary learning;
- MAP estimation;
- Gibbs Random Field;
- Local Linear Embedding;
- Local Fisher Discriminant Analysis;
5.Difference-Based Estimates for Generalization-Aware Subgroup Discovery

机译：基于差异的泛化感知子组发现估计
- 作者：Florian Lemmerich;Martin Becker;Frank Puppe
- 会议名称：《European conference on machine learning and knowledge discovery in databases》 | 2013年
6.Evasion Attacks against Machine Learning at Test Time

机译：在测试时针对机器学习的规避攻击
- 作者：Battista Biggio;Igino Corona;Davide Maiorca;Blaine Nelson;Nedim Srndic;Pavel Laskov;Giorgio Giacinto;Fabio Roli
- 会议名称：《European conference on machine learning and knowledge discovery in databases》 | 2013年
- adversarial machine learning;
- evasion attacks;
- support vec-tor machines;
- neural networks;
7.Detecting Marionette Microblog Users for Improved Information Credibility

机译：检测木偶微博用户以提高信息可信度
- 作者：Xian Wu;Ziming Feng;Wei Fan;Jing Gao;Yong Yu
- 会议名称：《European conference on machine learning and knowledge discovery in databases》 | 2013年
- marionette microblog user;
- information credibility;
- fake followers and retweets;
8.Computational Drug Repositioning by Ranking and Integrating Multiple Data Sources

机译：通过对多个数据源进行排名和集成来对计算药物进行重新定位
- 作者：Ping Zhang;Pankaj Agarwal;Zoran Obradovic
- 会议名称：《European conference on machine learning and knowledge discovery in databases》 | 2013年
- Drug Repositioning;
- Drug Indication Prediction;
- Multiple Data Sources;
- Metric Integration;
- Large Margin Method;
9.Parallel Boosting with Momentum

机译：动量并行提升
- 作者：Indraneel Mukherjee;Kevin Canini;Rafael Frongillo;Yoram Singer
- 会议名称：《European conference on machine learning and knowledge discovery in databases》 | 2013年
- accelerated gradient;
- coordinate descent;
- boosting;
10.Identifiability of Model Properties in Over-Parameterized Model Classes

机译：过度参数化模型类中模型属性的可识别性
- 作者：Manfred Jaeger
- 会议名称：《European conference on machine learning and knowledge discovery in databases》 | 2013年
11.Embedding with Autoencoder Regularization

机译：嵌入自动编码器正则化
- 作者：Wenchao Yu;Guangxiang Zeng;Ping Luo;Fuzhen Zhuang;Qing He;Zhongzhi Shi
- 会议名称：《European conference on machine learning and knowledge discovery in databases》 | 2013年
- Embedding;
- Autoencoder;
- Representation Learning;
- Unsu-pervised Dimensionality Reduction;
12.Local Outlier Detection with Interpretation

机译：具有解释的局部异常值检测
- 作者：Xuan Hong Dang;Barbora Micenkova;Ira Assent;Raymond T. Ng
- 会议名称：《European conference on machine learning and knowledge discovery in databases》 | 2013年
13.The Top-k Frequent Closed Itemset Mining Using Top-k SAT Problem

机译：使用Top-k SAT问题的Top-k频繁封闭项目集挖掘
- 作者：Said Jabbour;Lakhdar Sais;Yakoub Salhi
- 会议名称：《European conference on machine learning and knowledge discovery in databases》 | 2013年
- Data Mining;
- Itemset Mining;
- Satisfiability;
14.Will My Question Be Answered? Predicting 'Question Answerability' in Community Question-Answering Sites

机译：我的问题会得到回答吗？预测社区问题解答站点中的“问题回答能力”
- 作者：Gideon Dror;Yoelle Maarek;Idan Szpektor
- 会议名称：《European conference on machine learning and knowledge discovery in databases》 | 2013年
15.Score As You Lift (SAYL): A Statistical Relational Learning Approach to Uplift Modeling

机译：提升时得分（SAYL）：提升建模的统计关系学习方法
- 作者：Houssam Nassif;Finn Kuusisto;Elizabeth S. Burnside;David Page;Jude Shavlik;Vitor Santos Costa
- 会议名称：《European conference on machine learning and knowledge discovery in databases》 | 2013年
16.Inner Ensembles: Using Ensemble Methods Inside the Learning Algorithm

机译：内部合奏：在学习算法内部使用合奏方法
- 作者：Houman Abbasian;Chris Drummond;Nathalie Japkowicz;Stan Matwin
- 会议名称：《European conference on machine learning and knowledge discovery in databases》 | 2013年
- Inner Ensembles;
- Bayesian Network;
- K-means;
- Comprehen-sibility;
17.Exploratory Learning

机译：探索性学习
- 作者：Bhavana Dalvi;William W. Cohen;Jamie Callan
- 会议名称：《European conference on machine learning and knowledge discovery in databases》 | 2013年
18.Reduced-Rank Local Distance Metric Learning

机译：降级本地距离度量学习
- 作者：Yinjie Huang;Cong Li;Michael Georgiopoulos;Georgios C. Anagnostopoulos
- 会议名称：《European conference on machine learning and knowledge discovery in databases》 | 2013年
- Metric Learning;
- Local Metric;
- Proximal Subgradient De-scent;
- Majorization Minimization;
19.Anomaly Detection in Vertically Partitioned Data by Distributed Core Vector Machines

机译：分布式核心向量机在垂直分割数据中的异常检测
- 作者：Marco Stolpe;Kanishka Bhaduri;Kamalika Das;Katharina Morik
- 会议名称：《European conference on machine learning and knowledge discovery in databases》 | 2013年
- 1-class learning;
- core vector machine;
- distributed features;
- communication efficiency;
20.A Declarative Framework for Constrained Clustering

机译：约束聚类的声明性框架
- 作者：Thi-Bich-Hanh Dao;Khanh-Chuong Duong;Christel Vrain
- 会议名称：《European conference on machine learning and knowledge discovery in databases》 | 2013年
21.Learning to Detect Patterns of Crime

机译：学习发现犯罪模式
- 作者：Tong Wang;Cynthia Rudin;Daniel Wagner;Rich Sevieri
- 会议名称：《European conference on machine learning and knowledge discovery in databases》 | 2013年
- Pattern detection;
- crime data mining;
- predictive policing;
22.Area under the Precision-Recall Curve: Point Estimates and Confidence Intervals

机译：精确召回曲线下的区域：点估计和置信区间
- 作者：Kendrick Boyd;Kevin H. Eng;C. David Page
- 会议名称：《European conference on machine learning and knowledge discovery in databases》 | 2013年
23.Incremental Sensor Placement Optimization on Water Network

机译：水网络上的增量传感器布置优化
- 作者：Xiaomin Xu;Yiqi Lu;Sheng Huang;Yanghua Xiao;Wei Wang
- 会议名称：《European conference on machine learning and knowledge discovery in databases》 | 2013年
24.Learning Exemplar-Represented Manifolds in Latent Space for Classification

机译：学习潜在空间中以样例表示的流形进行分类
- 作者：Shu Kong;Donghui Wang
- 会议名称：《European conference on machine learning and knowledge discovery in databases》 | 2013年
- Sparse Coding;
- Dimensionality Reduction;
- Manifold;
- Exemplar Se-lection;
- Classification;
25.Mining Outlier Participants: Insights Using Directional Distributions in Latent Models

机译：挖掘异常参与者：在潜在模型中使用方向分布的见解
- 作者：Didi Surian;Sanjay Chawla
- 会议名称：《European conference on machine learning and knowledge discovery in databases》 | 2013年
26.Influence of Graph Construction on Semi-supervised Learning

机译：图构造对半监督学习的影响
- 作者：Celso Andre R. de Sousa;Solange O. Rezende;Gustavo E.A.P.A. Batista
- 会议名称：《European conference on machine learning and knowledge discovery in databases》 | 2013年
- Semi-supervised learning;
- graph-based methods;
- experi- mental study;
- classification;
27.Tractable Semi-supervised Learning of Complex Structured Prediction Models

机译：复杂结构预测模型的可牵引半监督学习
- 作者：Kai-Wei Chang;S. Sundararajan;S. Sathiya Keerthi
- 会议名称：《European conference on machine learning and knowledge discovery in databases》 | 2013年
28.SNNAP: Solver-Based Nearest Neighbor for Algorithm Portfolios

机译：SNNAP：用于算法组合的基于求解器的最近邻居
- 作者：Marco Collautti;Yuri Malitsky;Deepak Mehta;Barry OSullivan
- 会议名称：《European conference on machine learning and knowledge discovery in databases》 | 2013年
29.Forest-Based Point Process for Event Prediction from Electronic Health Records

机译：基于森林的点过程，用于根据电子健康记录进行事件预测
- 作者：Jeremy C. Weiss;David Page
- 会议名称：《European conference on machine learning and knowledge discovery in databases》 | 2013年
30.On Discovering the Correlated Relationship between Static and Dynamic Data in Clinical Gait Analysis

机译：在临床步态分析中发现静态数据与动态数据的相关关系
- 作者：Yin Song;Jian Zhang;Longbing Cao;Morgan Sangeux
- 会议名称：《European conference on machine learning and knowledge discovery in databases》 | 2013年
31.Locally Linear Landmarks for Large-Scale Manifold Learning

机译：用于大规模流形学习的局部线性地标
- 作者：Max Vladymyrov;Miguel A. Carreira-Perpinan
- 会议名称：《European conference on machine learning and knowledge discovery in databases》 | 2013年
- manifold learning;
- spectral methods;
- optimization;
32.Discovering Skylines of Subgroup Sets

机译：发现子集集的天际线
- 作者：Matthijs van Leeuwen;Antti Ukkonen
- 会议名称：《European conference on machine learning and knowledge discovery in databases》 | 2013年
33.Space Allocation in the Retail Industry: A Decision Support System Integrating Evolutionary Algorithms and Regression Models

机译：零售业中的空间分配：集成了进化算法和回归模型的决策支持系统
- 作者：Fabio Pinto;Carlos Soares
- 会议名称：《European conference on machine learning and knowledge discovery in databases》 | 2013年
- Retail;
- Representativeness of Sample;
- Evolutionary Algo-rithms;
- Regression;
34.Learning Discriminative Sufficient Statistics Score Space for Classification

机译：学习区分性足够的统计得分空间以进行分类
- 作者：Xiong Li;Bin Wang;Yuncai Liu;Tai Sing Lee
- 会议名称：《European conference on machine learning and knowledge discovery in databases》 | 2013年
- generative score space;
- sufficient statistics;
- discriminative learning;
- classification;
35.Semi-supervised Gaussian Process Ordinal Regression

机译：半监督高斯过程序数回归
- 作者：P.K. Srijith;Shirish Shevade;S. Sundararajan
- 会议名称：《European conference on machine learning and knowledge discovery in databases》 | 2013年
- Gaussian processes;
- ordinal regression;
- semi-supervised learning;
- annealing;
36.The Stochastic Gradient Descent for the Primal L1-SVM Optimization Revisited

机译：重新研究原始L1-SVM优化的随机梯度下降
- 作者：Constantinos Panagiotakopoulos;Petroula Tsampouka
- 会议名称：《European conference on machine learning and knowledge discovery in databases》 | 2013年
37.Bundle CDN: A Highly Parallelized Approach for Large-Scale l_1-Regularized Logistic Regression

机译：捆绑CDN：用于大规模l_1-正则Logistic回归的高度并行化方法
- 作者：Yatao Bian;Xiong Li;Mingqi Cao;Yuncai Liu
- 会议名称：《European conference on machine learning and knowledge discovery in databases》 | 2013年
38.Anonymizing Data with Relational and Transaction Attributes

机译：使用关系和交易属性匿名化数据
- 作者：Giorgos Poulis;Grigorios Loukides;Aris Gkoulalas-Divanis;Spiros Skiadopoulos
- 会议名称：《European conference on machine learning and knowledge discovery in databases》 | 2013年
39.Privacy-Preserving Mobility Monitoring Using Sketches of Stationary Sensor Readings

机译：使用固定传感器读数的草图来保护隐私的移动性
- 作者：Michael Kamp;Christine Kopp;Michael Mock;Mario Boley;Michael May
- 会议名称：《European conference on machine learning and knowledge discovery in databases》 | 2013年
40.Hermoupolis: A Trajectory Generator for Simulating Generalized Mobility Patterns

机译：Hermoupolis：用于生成广义移动性模式的轨迹生成器
- 作者：Nikos Pelekis;Christos Ntrigkogias;Panagiotis Tampakis;Stylianos Sideridis;Yannis Theodoridis
- 会议名称：《European conference on machine learning and knowledge discovery in databases》 | 2013年
- Mobility Data Mining;
- Trajectory Patterns;
- Synthetic Generators;
41.All Aboard: A System for Exploring Urban Mobility and Optimizing Public Transport Using Cellphone Data

机译：所有人：使用手机数据探索城市交通和优化公共交通的系统
- 作者：Michele Berlingerio;Francesco Calabrese;Giusy Di Lorenzo;Rahul Nair;Fabio Pinelli;Marco Luca Sbodio
- 会议名称：《European conference on machine learning and knowledge discovery in databases》 | 2013年
42.Ipseity - A Laboratory for Synthesizing and Validating Artificial Cognitive Systems in Multi-agent Systems

机译：Ipseity-在多智能体系统中合成和验证人工认知系统的实验室
- 作者：Fabrice Lauri;Nicolas Gaud;Stephane Galland;Vincent Hilaire
- 会议名称：《European conference on machine learning and knowledge discovery in databases》 | 2013年
- Multi-Agent Systems;
- Reinforcement Learning;
43.SCCQL: A Constraint-Based Clustering System

机译：SCCQL：基于约束的群集系统
- 作者：Antoine Adam;Hendrik Blockeel;Sander Govers;Abram Aertsen
- 会议名称：《European conference on machine learning and knowledge discovery in databases》 | 2013年
- inductive database;
- inductive query language;
- clustering;
44.A Theoretical Framework for Exploratory Data Mining: Recent Insights and Challenges Ahead

机译：探索性数据挖掘的理论框架：近期的见解和挑战
- 作者：Tijl De Bie;Eirini Spyropoulou
- 会议名称：《European conference on machine learning and knowledge discovery in databases》 | 2013年
45.OpenML: A Collaborative Science Platform

机译：OpenML：协作科学平台
- 作者：Jan N. van Rijn;Bernd Bischl;Luis Torgo;Bo Gao;Venkatesh Umaashankar;Simon Fischer;Patrick Winter;Bernd Wiswedel;Michael R. Berthold;Joaquin Vanschoren
- 会议名称：《European conference on machine learning and knowledge discovery in databases》 | 2013年
- Experimental Methodology;
- Machine Learning;
- Databases;
- Meta-Learning;
46.In Vis: A Tool for Interactive Visual Data Analysis

机译：可见：交互式视觉数据分析工具
- 作者：Daniel Paurat;Thomas Gaertner
- 会议名称：《European conference on machine learning and knowledge discovery in databases》 | 2013年
47.Preface

机译：前言
- 作者：Hendrik Blockeel;Kristian Kersting;Siegfried Nijssen;Filip Zelezny
- 会议名称：《European conference on machine learning and knowledge discovery in databases》 | 2013年
48.Kanopy: Analysing the Semantic Network around Document Topics

机译：Kanopy：分析围绕文档主题的语义网络
- 作者：Ioana Hulpus;Conor Hayes;Marcel Karnstedt;Derek Greene;Marek Jozwowicz
- 会议名称：《European conference on machine learning and knowledge discovery in databases》 | 2013年
49.Image Hub Explorer: Evaluating Representations and Metrics for Content-Based Image Retrieval and Object Recognition

机译：Image Hub Explorer：评估基于内容的图像检索和对象识别的表示形式和度量
- 作者：Nenad Tomasev;Dunja Mladenic
- 会议名称：《European conference on machine learning and knowledge discovery in databases》 | 2013年
- image retrieval;
- object recognition;
- visualization;
- k-nearest neigh-bors;
- metric learning;
- re-ranking;
- hubs;
- high-dimensional data;
50.Viper Charts: Visual Performance Evaluation Platform

机译：毒蛇图表：视觉性能评估平台
- 作者：Borut Sluban;Nada Lavrac
- 会议名称：《European conference on machine learning and knowledge discovery in databases》 | 2013年
- classifiers;
- performance evaluation;
- web application;
51.MONIC and Followups on Modeling and Monitoring Cluster Transitions

机译：MONIC和建模和监视群集转换的后续措施
- 作者：Myra Spiliopoulou;Eirini Ntoutsi;Yannis Theodoridis;Rene Schult
- 会议名称：《European conference on machine learning and knowledge discovery in databases》 | 2013年
- cluster monitoring;
- change detection;
- dynamic data;
- data streams;
- big data;
52.Towards Robot Skill Learning: From Simple Skills to Table Tennis

机译：走向机器人技能学习：从简单技能到乒乓球
- 作者：Jan Peters;Jens Kober;Katharina Muelling;Oliver Kroemer;Gerhard Neumann
- 会议名称：《European conference on machine learning and knowledge discovery in databases》 | 2013年
53.Functional MRI Analysis with Sparse Models

机译：稀疏模型的功能性MRI分析
- 作者：Irina Rish
- 会议名称：《European conference on machine learning and knowledge discovery in databases》 | 2013年
- neuroimaging;
- fMR1;
- l_1-norm regularization;
- Lasso;
- Elastic Net;
- sparse Gaussian Markov Random Fields (GMRF);
54.ScienScan - An Efficient Visualization and Browsing Tool for Academic Search

机译：ScienScan-用于学术搜索的高效可视化和浏览工具
- 作者：Daniil Mirylenka;Andrea Passerini
- 会议名称：《European conference on machine learning and knowledge discovery in databases》 | 2013年
55.Tensor Factorization for Multi-relational Learning

机译：张量分解用于多关系学习
- 作者：Maximilian Nickel;Volker Tresp
- 会议名称：《European conference on machine learning and knowledge discovery in databases》 | 2013年
56.Entityclassifier.eu: Real-Time Classification of Entities in Text with Wikipedia

机译：Entityclassifier.eu：带有维基百科的文本中实体的实时分类
- 作者：Milan Dojchinovski;Tomas Kliegr
- 会议名称：《European conference on machine learning and knowledge discovery in databases》 | 2013年