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.
Related categories
Uploaded videos:
Statistical Data Analysis
Compact and Understandable Descriptions of Mixtures of Bernoulli Distributions
Oct 05, 2007
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4457 Views
Multiplicative Updates for L1-Regularized Linear and Logistic Regression
Oct 08, 2007
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10049 Views
Learning to align: a statistical approach
Oct 08, 2007
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21303 Views
Transductive Reliability Estimation for Kernel Based Classifiers
Oct 08, 2007
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3463 Views
Clustering methods
Fast Clustering based on Kernel Density Estimation
Oct 08, 2007
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10038 Views
Visualising the Cluster Structure of Data Streams
Oct 08, 2007
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8964 Views
Relational Topographic Maps
Oct 08, 2007
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4334 Views
Text Mining
A Support Vector Machine Approach to Dutch Part-of-Speech Tagging
Oct 08, 2007
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5383 Views
Towards Adaptive Web Mining: Histograms and Contexts in Text Data Clustering
Oct 08, 2007
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3444 Views
Ensemble learning
Incremental Learning with Multiple Classifier Systems Using Correction Filters f...
Oct 08, 2007
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4840 Views
Combining Bagging and Random Subspaces to Create Better Ensembles
Oct 08, 2007
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5034 Views
Two Bagging Algorithms with Coupled Learners to Encourage Diversity
Oct 08, 2007
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3246 Views
Ranking
Relational Algebra for Ranked Tables with Similarities: Properties and Implement...
Oct 08, 2007
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6808 Views
A New Way to Aggregate Preferences: Application to Eurovision Song Contests
Oct 08, 2007
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4242 Views
Bioinformatics
Noise Filtering and Microarray Image Reconstruction Via Chained Fouriers
Oct 08, 2007
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8028 Views
Soft Topographic Map for Clustering and Classification of Bacteria
Oct 08, 2007
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6117 Views
Sequence / Time Series Analysis
Making Time: Pseudo Time-Series for the Temporal Analysis of Cross Section Data
Oct 08, 2007
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4331 Views
Recurrent Predictive Models for Sequence Segmentation
Oct 08, 2007
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3431 Views
Sequence Classification Using Statistical Pattern Recognition
Oct 08, 2007
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8807 Views
Knowledge Discovery/Applications
A Partial Correlation-Based Algorithm for Causal Structure Discovery with Contin...
Oct 08, 2007
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4386 Views
Fuzzy Logic Based Gait Classification for Hemiplegic Patients
Oct 08, 2007
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8627 Views
Traffic Sign Recognition Using Discriminative Local Features
Oct 08, 2007
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7025 Views
Novelty Detection in Patient Histories: Experiments with Measures Based on Text ...
Oct 08, 2007
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3275 Views
Bayesian Approaches
Parameter Learning for Bayesian Networks with Strict Qualitative Influences
Oct 08, 2007
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3410 Views
Tree Augmented Naive Bayes for Regression Using Mixtures of Truncated Exponentia...
Oct 08, 2007
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6930 Views
Trees
Conditional Classification Trees Using Instrumental Variables
Oct 08, 2007
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3349 Views
Robust Tree-Based Incremental Imputation Method for Data Fusion
Oct 08, 2007
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3910 Views
Visualization
Visualizing Sets of Partial Rankings
Oct 08, 2007
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3618 Views
A Partially Supervised Metric Multidimensional Scaling Algorithm for Textual Dat...
Oct 08, 2007
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5643 Views
Landscape Multidimensional Scaling
Oct 08, 2007
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5933 Views