Advances in Intelligent Data Analysis XII

- Data, Not Dogma: Big Data, Open Data, and the Opportunities Ahead

- Computational Techniques for Crop Disease Monitoring in the Developing World

- Subjective Interestingness in Exploratory Data Mining

- Time Point Estimation of a Single Sample from High Throughput Experiments Based on Time-Resolved Data and Robust Correlation Measures

- Detecting Events in Molecular Dynamics Simulations

- Graph Clustering by Maximizing Statistical Association Measures

- Evaluation of Association Rule Quality Measures through Feature Extraction

- Towards Comprehensive Concept Description Based on Association Rules

- CD-MOA: Change Detection Framework for Massive Online Analysis

- Integrating Multiple Studies of Wheat Microarray Data to Identify Treatment-Specific Regulatory Networks

- Finding Frequent Patterns in Parallel Point Processes

- Behavioral Clustering for Point Processes

- Estimating Prediction Certainty in Decision Trees

- Interactive Discovery of Interesting Subgroup Sets

- Gaussian Mixture Models for Time Series Modeling, Forecasting, and Interpolation

- When Does Active Learning Work

- Order Span: Mining Closed Partially Ordered Patterns

- Learning Multiple Temporal Matching for Time Series Classification

- On the Importance of Nonlinear Modeling in Computer Performance Prediction

- Diversity-Driven Widening

- Towards Indexing of Web3D Signing Avatars

- Variational Bayesian PCA versus k-NN on a Very Sparse Reddit Voting Dataset

- Analysis of Cluster Structure in Large-Scale English Wikipedia Category Networks

- 1d-SAX: A Novel Symbolic Representation for Time Series

- Learning Models of Activities Involving Interacting Objects

- Correcting the Usage of the Hoeffding Inequality in Stream Mining

- Exploratory Data Analysis through the Inspection of the Probability Density Function of the Number of Neighbors

- The Modeling of Glaucoma Progression through the Use of Cellular Automata

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