7th International Symposium on Intelligent Data Analysis, Ljubljana 2007

7th International Symposium on Intelligent Data Analysis, Ljubljana 2007

30 Lectures · Sep 6, 2007

About

Our aim for the 7th IDA conference is to bring together a wide variety of researchers - academic, industrial, and otherwise who are concerned with extracting knowledge from data, including researchers from statistics, machine learning, neural networks, computer science, pattern recognition, database management, and other areas. The strategies adopted by people working in these areas are often different, and a synergy results if this is recognised. IDA-2007 is intended to stimulate interaction between these different areas, so that more powerful techniques and tools emerge for extracting knowledge from data and a better understanding is developed for the process of intelligent data analysis.

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Uploaded videos:

Statistical Data Analysis

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19:43

Compact and Understandable Descriptions of Mixtures of Bernoulli Distributions

Jaakko Hollmén

Oct 05, 2007

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4457 Views

Lecture
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24:19

Multiplicative Updates for L1-Regularized Linear and Logistic Regression

Oct 08, 2007

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10049 Views

Lecture
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20:36

Learning to align: a statistical approach

Elisa Ricci

Oct 08, 2007

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21303 Views

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19:45

Transductive Reliability Estimation for Kernel Based Classifiers

Oct 08, 2007

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3463 Views

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Clustering methods

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20:01

Fast Clustering based on Kernel Density Estimation

Alexander Hinneburg

Oct 08, 2007

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10038 Views

Lecture
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18:04

Visualising the Cluster Structure of Data Streams

Dimitris K. Tasoulis

Oct 08, 2007

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8964 Views

Lecture
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19:08

Relational Topographic Maps

Alexander Hasenfuss

Oct 08, 2007

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4334 Views

Lecture

Text Mining

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22:06

A Support Vector Machine Approach to Dutch Part-of-Speech Tagging

Mannes Poel

Oct 08, 2007

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5383 Views

Lecture
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21:30

Towards Adaptive Web Mining: Histograms and Contexts in Text Data Clustering

Oct 08, 2007

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3444 Views

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Ensemble learning

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20:35

Incremental Learning with Multiple Classifier Systems Using Correction Filters f...

José del Campo-Ávila

Oct 08, 2007

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4840 Views

Lecture
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21:59

Combining Bagging and Random Subspaces to Create Better Ensembles

Panče Panov

Oct 08, 2007

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5034 Views

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16:21

Two Bagging Algorithms with Coupled Learners to Encourage Diversity

Carlos Valle

Oct 08, 2007

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3246 Views

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Ranking

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18:58

Relational Algebra for Ranked Tables with Similarities: Properties and Implement...

Oct 08, 2007

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6808 Views

Lecture
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24:48

A New Way to Aggregate Preferences: Application to Eurovision Song Contests

Oct 08, 2007

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4242 Views

Lecture

Bioinformatics

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24:08

Noise Filtering and Microarray Image Reconstruction Via Chained Fouriers

Karl Fraser

Oct 08, 2007

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8028 Views

Lecture
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18:19

Soft Topographic Map for Clustering and Classification of Bacteria

Massimo La Rosa

Oct 08, 2007

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6117 Views

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Sequence / Time Series Analysis

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19:58

Making Time: Pseudo Time-Series for the Temporal Analysis of Cross Section Data

Allan Tucker

Oct 08, 2007

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4331 Views

Lecture
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22:43

Recurrent Predictive Models for Sequence Segmentation

Oct 08, 2007

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3431 Views

Lecture
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16:07

Sequence Classification Using Statistical Pattern Recognition

José Antonio Iglesias

Oct 08, 2007

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8807 Views

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Knowledge Discovery/Applications

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20:30

A Partial Correlation-Based Algorithm for Causal Structure Discovery with Contin...

Jean-Philippe Pellet

Oct 08, 2007

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4386 Views

Lecture
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16:29

Fuzzy Logic Based Gait Classification for Hemiplegic Patients

Ahmet Yardimci

Oct 08, 2007

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8627 Views

Lecture
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25:47

Traffic Sign Recognition Using Discriminative Local Features

Andrzej Ruta

Oct 08, 2007

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7025 Views

Lecture
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19:08

Novelty Detection in Patient Histories: Experiments with Measures Based on Text ...

Ole Edsberg

Oct 08, 2007

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3275 Views

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Bayesian Approaches

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20:23

Parameter Learning for Bayesian Networks with Strict Qualitative Influences

Ad Feelders

Oct 08, 2007

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3410 Views

Lecture
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20:43

Tree Augmented Naive Bayes for Regression Using Mixtures of Truncated Exponentia...

Oct 08, 2007

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6930 Views

Lecture

Trees

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13:11

Conditional Classification Trees Using Instrumental Variables

Valerio Aniello Tutore

Oct 08, 2007

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3349 Views

Lecture
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19:48

Robust Tree-Based Incremental Imputation Method for Data Fusion

Antonio D'Ambrosio

Oct 08, 2007

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3910 Views

Lecture

Visualization

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17:08

Visualizing Sets of Partial Rankings

Antti Ukkonen

Oct 08, 2007

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3618 Views

Lecture
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18:21

A Partially Supervised Metric Multidimensional Scaling Algorithm for Textual Dat...

Manuel Martin-Merino Acera

Oct 08, 2007

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5643 Views

Lecture
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16:26

Landscape Multidimensional Scaling

Frank Klawonn

Oct 08, 2007

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5933 Views

Lecture