Advances in Data Analysis, Proceedings of the 30th Annual Conference of the Gesellschaft für Klassifikation e.V., Freie Universität Berlin, March 8-10, 2006
Advances in Data Analysis, Proceedings of the 30th Annual Conference of the Gesellschaft für Klassifikation e.V., Freie Universität Berlin, March 8-10, 2006
复制标题
数据分析进展，Gesellschaft für Klassifikation e.V. 第 30 届年会论文集，柏林自由大学，2006 年 3 月 8-10 日
DOI：
10.1007/978-3-540-70981-7
复制
发表时间：
2007
影响因子：
5.9
通讯作者：
H. Lenz
中科院分区：
文献类型：
--
作者：
G. F. K. Jahrestagung;Reinhold Decker;H. Lenz
集群。-混合分类模型。-如何选择簇的数量：克莱默多重性解决方案。分类时间序列数据基于模型聚类的模型选择标准：蒙特卡罗研究。-符号分类的聚类质量指标-检验半监督聚类：应用于图像分割。-一种分析受限随机行走算法中行走过程渐近行为的方法。—聚类并选择分类器融合方法。-随机交集图和分类。-优化聚类结果的对齐和可视化。利用复厄米邻接矩阵在有向加权图中寻找团。基于极值信息的功能数据自动分类-聚类的典型度和模糊原型。-关于层次聚类的验证。——分类。-利用分类不确定性在层次结构中重新安排分类项目。-局部线性判别分析。-将分类器分数校准为概率。-基于迭代优化和i样条的非线性支持向量机。-从基准实验中得出共识排名。-矛盾模式的分类。-在信用评分模型中选择SVM核和输入变量子集。-数据和时间序列分析。-地质加性回归模型中变量和平滑参数的同时选择。-建模和分析区间数据。有限混合模型中真多模态的检验：在线性回归模型中的应用。-祝你生日快乐，Wilcoxon先生！-神经网络的等效自由度数。-面板空间模型的模型选择：日本的犯罪建模。-广义单调回归的一种增强方法。-从特征点到渔业点-在高度变化的背景下斑点模式的非线性检测中的潜在空间。-识别和利用超电性。-在时间序列中提取结构部件和预测的因子分析。-用动态线性判别分析对美国经济周期进行分类。-从平衡城镇的经济和生态表现潜力的角度审视不同聚类分析的若干结果。-可视化和缩放方法。- VOS：一种可视化对象之间相似性的新方法。-具有优势点的非对称邻近度的多维尺度。-单集群可视化优化空中交通管理。-利用INDSCAL分析的熵重新缩放接近矩阵。-信息检索，数据和网络挖掘。-频繁图挖掘的规范形式。-使用ClickTips平台将Clickstream数据挖掘应用于实时网络爬虫检测和遏制。-没有参考馆藏的抄袭检测。——让后继品种发挥作用。—基于用户趋势协同过滤。-使用潜在语义分析调查非结构化文本。-市场营销、管理科学和经济学。-奇数价格偏好的异质性。-参考模型分类。-音乐下载定价的自适应联合分析。-改进市场篮子数据的概率建模。-利用lem2生成规则在市场研究中的分类。-多效用市场中的能源定价。-分层贝叶斯CBC分析中的不成比例样本。-建立在规则基础设施上，用r分析交易数据-平衡计分卡模拟器-随机商业数字的工具。将客户价值整合到收益管理中。-妇女在劳动力市场中的职业流动和隔离：不对称多维比例。-医疗保健服务市场中消费者关系的多层维度：M-L IRT与M-L SEM方法。-高等教育中的数据挖掘。-属性感知匿名推荐系统。-银行与金融。——论时间最优决策中风险和风险厌恶的概念和性质。——目标实现时间分布的理性选择模型。-从DAX股票指数投资估计的目标实现时间分布。-抵押品的信用风险：检查破产和实物资产之间的系统联系在德国。-外汇交易与支持向量机。——特定信息对信用风险等级的影响。-生物与健康科学。-增强蓝冠鸟的可扩展性，基因组比较和微阵列可视化。-从SELDI-TOF光谱中发现心肌梗死的生物标志物。-原位杂交和基因表达数据的联合分析。-基因本体结构的无监督决策树（GO-UDTs）用于微阵列数据的解释。-语言学和文本分析。——多义词聚类。-根据基于本体的答案类型对德语问题进行分类。词长与句子长度的关系：语篇间视角。-比较不同方言数据聚类结果的稳定性。-通过聚类上下文特征发现词性。-统计音乐学和声音分类。-基于音频的音调键和和弦识别的概率框架。-使用MCMC作为单声道和复声道的随机优化程序。基于神经生理学参数化听觉模型的元音分类。——考古学。-揭示法兰克福罗马砖瓦制造的内部结构——以集群验证为基础。-我在哪里见过你？比较和发现考古文物的整体方法。
Clustering.- Mixture Models for Classification.- How to Choose the Number of Clusters: The Cramer Multiplicity Solution.- Model Selection Criteria for Model-Based Clustering of Categorical Time Series Data: A Monte Carlo Study.- Cluster Quality Indexes for Symbolic Classification - An Examination.- Semi-Supervised Clustering: Application to Image Segmentation.- A Method for Analyzing the Asymptotic Behavior of the Walk Process in Restricted Random Walk Cluster Algorithm.- Cluster and Select Approach to Classifier Fusion.- Random Intersection Graphs and Classification.- Optimized Alignment and Visualization of Clustering Results.- Finding Cliques in Directed Weighted Graphs Using Complex Hermitian Adjacency Matrices.- Text Clustering with String Kernels in R.- Automatic Classification of Functional Data with Extremal Information.- Typicality Degrees and Fuzzy Prototypes for Clustering.- On Validation of Hierarchical Clustering.- Classification.- Rearranging Classified Items in Hierarchies Using Categorization Uncertainty.- Localized Linear Discriminant Analysis.- Calibrating Classifier Scores into Probabilities.- Nonlinear Support Vector Machines Through Iterative Majorization and I-Splines.- Deriving Consensus Rankings from Benchmarking Experiments.- Classification of Contradiction Patterns.- Selecting SVM Kernels and Input Variable Subsets in Credit Scoring Models.- Data and Time Series Analysis.- Simultaneous Selection of Variables and Smoothing Parameters in Geoadditive Regression Models.- Modelling and Analysing Interval Data.- Testing for Genuine Multimodality in Finite Mixture Models: Application to Linear Regression Models.- Happy Birthday to You, Mr. Wilcoxon!.- Equivalent Number of Degrees of Freedom for Neural Networks.- Model Choice for Panel Spatial Models: Crime Modeling in Japan.- A Boosting Approach to Generalized Monotonic Regression.- From Eigenspots to Fisherspots - Latent Spaces in the Nonlinear Detection of Spot Patterns in a Highly Varying Background.- Identifying and Exploiting Ultrametricity.- Factor Analysis for Extraction of Structural Components and Prediction in Time Series.- Classification of the U.S. Business Cycle by Dynamic Linear Discriminant Analysis.- Examination of Several Results of Different Cluster Analyses with a Separate View to Balancing the Economic and Ecological Performance Potential of Towns and Cities.- Visualization and Scaling Methods.- VOS: A New Method for Visualizing Similarities Between Objects.- Multidimensional Scaling of Asymmetric Proximities with a Dominance Point.- Single Cluster Visualization to Optimize Air Traffic Management.- Rescaling Proximity Matrix Using Entropy Analyzed by INDSCAL.- Information Retrieval, Data and Web Mining.- Canonical Forms for Frequent Graph Mining.- Applying Clickstream Data Mining to Real-Time Web Crawler Detection and Containment Using ClickTips Platform.- Plagiarism Detection Without Reference Collections.- Putting Successor Variety Stemming to Work.- Collaborative Filtering Based on User Trends.- Investigating Unstructured Texts with Latent Semantic Analysis.- Marketing, Management Science and Economics.- Heterogeneity in Preferences for Odd Prices.- Classification of Reference Models.- Adaptive Conjoint Analysis for Pricing Music Downloads.- Improving the Probabilistic Modeling of Market Basket Data.- Classification in Marketing Research by Means of LEM2-generated Rules.- Pricing Energy in a Multi-Utility Market.- Disproportionate Samples in Hierarchical Bayes CBC Analysis.- Building on the Arules Infrastructure for Analyzing Transaction Data with R.- Balanced Scorecard Simulator - A Tool for Stochastic Business Figures.- Integration of Customer Value into Revenue Management.- Women's Occupational Mobility and Segregation in the Labour Market: Asymmetric Multidimensional Scaling.- Multilevel Dimensions of Consumer Relationships in the Healthcare Service Market M-L IRT vs. M-L SEM Approach.- Data Mining in Higher Education.- Attribute Aware Anonymous Recommender Systems.- Banking and Finance.- On the Notions and Properties of Risk and Risk Aversion in the Time Optimal Approach to Decision Making.- A Model of Rational Choice Among Distributions of Goal Reaching Times.- On Goal Reaching Time Distributions Estimated from DAX Stock Index Investments.- Credit Risk of Collaterals: Examining the Systematic Linkage between Insolvencies and Physical Assets in Germany.- Foreign Exchange Trading with Support Vector Machines.- The Influence of Specific Information on the Credit Risk Level.- Bio- and Health Sciences.- Enhancing Bluejay with Scalability, Genome Comparison and Microarray Visualization.- Discovering Biomarkers for Myocardial Infarction from SELDI-TOF Spectra.- Joint Analysis of In-situ Hybridization and Gene Expression Data.- Unsupervised Decision Trees Structured by Gene Ontology (GO-UDTs) for the Interpretation of Microarray Data.- Linguistics and Text Analysis.- Clustering of Polysemic Words.- Classifying German Questions According to Ontology-Based Answer Types.- The Relationship of Word Length and Sentence Length: The Inter-Textual Perspective.- Comparing the Stability of Different Clustering Results of Dialect Data.- Part-of-Speech Discovery by Clustering Contextual Features.- Statistical Musicology and Sound Classification.- A Probabilistic Framework for Audio-Based Tonal Key and Chord Recognition.- Using MCMC as a Stochastic Optimization Procedure for Monophonic and Polyphonic Sound.- Vowel Classification by a Neurophysiologically Parameterized Auditory Model.- Archaeology.- Uncovering the Internal Structure of the Roman Brick and Tile Making in Frankfurt-Nied by Cluster Validation.- Where Did I See You Before... A Holistic Method to Compare and Find Archaeological Artifacts.