7th International Symposium on Intelligent Data Analysis, Ljubljana 2007

7th International Symposium on Intelligent Data Analysis, Ljubljana 2007

30 Videos · 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.

Videos

Statistical Data Analysis

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20:36

Learning to align: a statistical approach

Elisa Ricci

Oct 8, 2007

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21313 views

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19:43

Compact and Understandable Descriptions of Mixtures of Bernoulli Distributions

Jaakko Hollmén

Oct 5, 2007

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4464 views

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24:19

Multiplicative Updates for L1-Regularized Linear and Logistic Regression

Oct 8, 2007

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10056 views

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19:45

Transductive Reliability Estimation for Kernel Based Classifiers

Oct 8, 2007

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3466 views

Clustering methods

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18:04

Visualising the Cluster Structure of Data Streams

Dimitris K. Tasoulis

Oct 8, 2007

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8970 views

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20:01

Fast Clustering based on Kernel Density Estimation

Alexander Hinneburg

Oct 8, 2007

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10042 views

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19:08

Relational Topographic Maps

Alexander Hasenfuss

Oct 8, 2007

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4338 views

Text Mining

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22:06

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

Mannes Poel

Oct 8, 2007

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5384 views

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21:30

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

Oct 8, 2007

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3446 views

Ensemble learning

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16:21

Two Bagging Algorithms with Coupled Learners to Encourage Diversity

Carlos Valle

Oct 8, 2007

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3252 views

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21:59

Combining Bagging and Random Subspaces to Create Better Ensembles

Panče Panov

Oct 8, 2007

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5042 views

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20:35

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

José del Campo-Ávila

Oct 8, 2007

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4842 views

Ranking

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18:58

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

Oct 8, 2007

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6811 views

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24:48

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

Oct 8, 2007

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4245 views

Bioinformatics

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24:08

Noise Filtering and Microarray Image Reconstruction Via Chained Fouriers

Karl Fraser

Oct 8, 2007

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8035 views

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18:19

Soft Topographic Map for Clustering and Classification of Bacteria

Massimo La Rosa

Oct 8, 2007

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6118 views

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 8, 2007

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4334 views

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16:07

Sequence Classification Using Statistical Pattern Recognition

José Antonio Iglesias

Oct 8, 2007

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8813 views

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22:43

Recurrent Predictive Models for Sequence Segmentation

Oct 8, 2007

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3435 views

Knowledge Discovery/Applications

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20:30

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

Jean-Philippe Pellet

Oct 8, 2007

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4396 views

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16:29

Fuzzy Logic Based Gait Classification for Hemiplegic Patients

Ahmet Yardimci

Oct 8, 2007

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8635 views

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25:47

Traffic Sign Recognition Using Discriminative Local Features

Andrzej Ruta

Oct 8, 2007

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7029 views

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19:08

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

Ole Edsberg

Oct 8, 2007

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3278 views

Bayesian Approaches

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20:43

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

Oct 8, 2007

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6933 views

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20:23

Parameter Learning for Bayesian Networks with Strict Qualitative Influences

Ad Feelders

Oct 8, 2007

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3412 views

Trees

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13:11

Conditional Classification Trees Using Instrumental Variables

Valerio Aniello Tutore

Oct 8, 2007

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3351 views

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19:48

Robust Tree-Based Incremental Imputation Method for Data Fusion

Antonio D'Ambrosio

Oct 8, 2007

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3916 views

Visualization

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18:21

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

Manuel Martin-Merino Acera

Oct 8, 2007

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5646 views

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16:26

Landscape Multidimensional Scaling

Frank Klawonn

Oct 8, 2007

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5942 views

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17:08

Visualizing Sets of Partial Rankings

Antti Ukkonen

Oct 8, 2007

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3621 views