7. IDA 2007: Ljubljana, Slovenia

Michael R. Berthold, John Shawe-Taylor, Nada Lavrac (Eds.): Advances in Intelligent Data Analysis VII, 7th International Symposium on Intelligent Data Analysis, IDA 2007, Ljubljana, Slovenia, September 6-8, 2007, Proceedings. Lecture Notes in Computer Science 4723 Springer 2007, ISBN 978-3-540-74824-3

Statistical Data Analysis

Jaakko Hollmén, Jarkko Tikka:
Compact and Understandable Descriptions of Mixtures of Bernoulli Distributions. 1-12
Fei Sha, Y. Albert Park, Lawrence K. Saul:
Multiplicative Updates for L₁-Regularized Linear and Logistic Regression. 13-24
Elisa Ricci, Tijl De Bie, Nello Cristianini:
Learning to Align: A Statistical Approach. 25-36
Dimitris Tzikas, Matjaz Kukar, Aristidis Likas:
Transductive Reliability Estimation for Kernel Based Classifiers. 37-47

A. J. Feelders, Robert van Straalen:
Parameter Learning for Bayesian Networks with Strict Qualitative Influences. 48-58
Antonio Fernández, María Morales, Antonio Salmerón:
Tree Augmented Naive Bayes for Regression Using Mixtures of Truncated Exponentials: Application to Higher Education Management. 59-69

Alexander Hinneburg, Hans-Henning Gabriel:
DENCLUE 2.0: Fast Clustering Based on Kernel Density Estimation. 70-80
Dimitris K. Tasoulis, Gordon J. Ross, Niall M. Adams:
Visualising the Cluster Structure of Data Streams. 81-92
Alexander Hasenfuss, Barbara Hammer:
Relational Topographic Maps. 93-105

José del Campo-Ávila, Gonzalo Ramos-Jiménez, Rafael Morales Bueno:
Incremental Learning with Multiple Classifier Systems Using Correction Filters for Classification. 106-117
Pance Panov, Saso Dzeroski:
Combining Bagging and Random Subspaces to Create Better Ensembles. 118-129
Carlos Valle, Ricardo Ñanculef, Héctor Allende, Claudio Moraga:
Two Bagging Algorithms with Coupled Learners to Encourage Diversity. 130-139

Radim Belohlávek, Stanislav Opichal, Vilém Vychodil:
Relational Algebra for Ranked Tables with Similarities: Properties and Implementation. 140-151
Jérémy Besson, Céline Robardet:
A New Way to Aggregate Preferences: Application to Eurovision Song Contests. 152-162

Valerio A. Tutore, Roberta Siciliano, Massimo Aria:
Conditional Classification Trees Using Instrumental Variables. 163-173
Antonio D'Ambrosio, Massimo Aria, Roberta Siciliano:
Robust Tree-Based Incremental Imputation Method for Data Fusion. 174-183

Emma Peeling, Allan Tucker:
Making Time: Pseudo Time-Series for the Temporal Analysis of Cross Section Data. 184-194
Saara Hyvönen, Aristides Gionis, Heikki Mannila:
Recurrent Predictive Models for Sequence Segmentation. 195-206
José Antonio Iglesias, Agapito Ledezma, Araceli Sanchís:
Sequence Classification Using Statistical Pattern Recognition. 207-218

Jürgen Paetz:
Subrule Analysis and the Frequency-Confidence Diagram. 219-228
Jean-Philippe Pellet, André Elisseeff:
A Partial Correlation-Based Algorithm for Causal Structure Discovery with Continuous Variables. 229-239

Antti Ukkonen:
Visualizing Sets of Partial Rankings. 240-251
Ángela Blanco, Manuel Martín-Merino:
A Partially Supervised Metric Multidimensional Scaling Algorithm for Textual Data Visualization. 252-262
Katharina Tschumitschew, Frank Klawonn, Frank Höppner, Vitaliy Kolodyazhniy:
Landscape Multidimensional Scaling. 263-273

Mannes Poel, Luite Stegeman, Rieks op den Akker:
A Support Vector Machine Approach to Dutch Part-of-Speech Tagging. 274-283
Krzysztof Ciesielski, Mieczyslaw A. Klopotek:
Towards Adaptive Web Mining: Histograms and Contexts in Text Data Clustering. 284-295
Fabrice Colas, Pavel Paclík, Joost N. Kok, Pavel Brazdil:
Does SVM Really Scale Up to Large Bag of Words Feature Spaces? 296-307

Karl Fraser, Zidong Wang, Yongmin Li, Paul Kellam, Xiaohui Liu:
Noise Filtering and Microarray Image Reconstruction Via Chained Fouriers. 308-319
Mehmet Kaya:
Motif Discovery Using Multi-Objective Genetic Algorithm in Biosequences. 320-331
Massimo La Rosa, Giuseppe Di Fatta, Salvatore Gaglio, Giovanni M. Giammanco, Riccardo Rizzo, Alfonso Urso:
Soft Topographic Map for Clustering and Classification of Bacteria. 332-343

Ahmet Yardimci:
Fuzzy Logic Based Gait Classification for Hemiplegic Patients. 344-354
Andrzej Ruta, Yongmin Li, Xiaohui Liu:
Traffic Sign Recognition Using Discriminative Local Features. 355-366
Ole Edsberg, Øystein Nytrø, Thomas Brox Røst:
Novelty Detection in Patient Histories: Experiments with Measures Based on Text Compression. 367-378

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