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
Learning to align: a statistical approach
Oct 8, 2007
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21314 views
Compact and Understandable Descriptions of Mixtures of Bernoulli Distributions
Oct 5, 2007
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4466 views
Multiplicative Updates for L1-Regularized Linear and Logistic Regression
Oct 8, 2007
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10057 views
Transductive Reliability Estimation for Kernel Based Classifiers
Oct 8, 2007
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3467 views
Clustering methods
Visualising the Cluster Structure of Data Streams
Oct 8, 2007
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8970 views
Fast Clustering based on Kernel Density Estimation
Oct 8, 2007
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10045 views
Relational Topographic Maps
Oct 8, 2007
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4339 views
Text Mining
A Support Vector Machine Approach to Dutch Part-of-Speech Tagging
Oct 8, 2007
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5385 views
Towards Adaptive Web Mining: Histograms and Contexts in Text Data Clustering
Oct 8, 2007
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3447 views
Ensemble learning
Two Bagging Algorithms with Coupled Learners to Encourage Diversity
Oct 8, 2007
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3253 views
Combining Bagging and Random Subspaces to Create Better Ensembles
Oct 8, 2007
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5042 views
Incremental Learning with Multiple Classifier Systems Using Correction Filters f...
Oct 8, 2007
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4842 views
Ranking
Relational Algebra for Ranked Tables with Similarities: Properties and Implement...
Oct 8, 2007
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6812 views
A New Way to Aggregate Preferences: Application to Eurovision Song Contests
Oct 8, 2007
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4246 views
Bioinformatics
Noise Filtering and Microarray Image Reconstruction Via Chained Fouriers
Oct 8, 2007
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8035 views
Soft Topographic Map for Clustering and Classification of Bacteria
Oct 8, 2007
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6118 views
Sequence / Time Series Analysis
Making Time: Pseudo Time-Series for the Temporal Analysis of Cross Section Data
Oct 8, 2007
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4335 views
Sequence Classification Using Statistical Pattern Recognition
Oct 8, 2007
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8814 views
Recurrent Predictive Models for Sequence Segmentation
Oct 8, 2007
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3435 views
Knowledge Discovery/Applications
A Partial Correlation-Based Algorithm for Causal Structure Discovery with Contin...
Oct 8, 2007
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4396 views
Fuzzy Logic Based Gait Classification for Hemiplegic Patients
Oct 8, 2007
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8635 views
Traffic Sign Recognition Using Discriminative Local Features
Oct 8, 2007
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7029 views
Novelty Detection in Patient Histories: Experiments with Measures Based on Text ...
Oct 8, 2007
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3278 views
Bayesian Approaches
Tree Augmented Naive Bayes for Regression Using Mixtures of Truncated Exponentia...
Oct 8, 2007
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6938 views
Parameter Learning for Bayesian Networks with Strict Qualitative Influences
Oct 8, 2007
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3412 views
Trees
Conditional Classification Trees Using Instrumental Variables
Oct 8, 2007
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3351 views
Robust Tree-Based Incremental Imputation Method for Data Fusion
Oct 8, 2007
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3916 views
Visualization
A Partially Supervised Metric Multidimensional Scaling Algorithm for Textual Dat...
Oct 8, 2007
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5649 views
Landscape Multidimensional Scaling
Oct 8, 2007
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5942 views
Visualizing Sets of Partial Rankings
Oct 8, 2007
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3621 views