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Advances in Intelligent Data Analysis XI

Advances in Intelligent Data Analysis XI


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About the Book

Intelligent Data Analysis of Human Genetic Data.- Queries for Data Analysis.- Parallel Data Mining Revisited. Better, not Faster.- Weighting Features for Partition Around Medoids Using the Minkowski Metric.- On Initializations for the Minkowski Weighted K-Means.- A Skew-t-normal Multi-level Reduced-rank Functional PCA Model for the Analysis of Replicated Genomics Time Course Data.- Methodological Foundation for Sign Language 3D Motion Trajectory Analysis.- Assembly Detection in Continuous Neural Spike Train Data.- Online Techniques for Dealing with Concept Drift in Process Mining.- An Evolutionary Based Clustering Algorithm Applied to Data Compression for Industrial

Systems.- Multi-label LeGo - Enhancing Multi-label Classifiers with Local Patterns.- Discriminative Dimensionality Reduction Mappings.- Finding Interesting Contexts for Explaining Deviations in Bus Trip Duration Using Distribution Rules.- Curve Fitting for Short Time Series Data from High Throughput Experiments with Correction for Biological Variation.- MCut: A Thresholding Strategy for Multi-label Classification.- Improving Tag Recommendation Using Few Associations.- Identifying Anomalous Social Contexts from Mobile Proximity Data

Using Binomial Mixture Models.- Constrained Clustering Using SAT.- Two-stage Approach for Electricity Consumption Forecasting in Public Buildings.- Online Predictive Model for Taxi Services.- Analysis of Noisy Biosignals for Musical Performance.- Information Theoretic Approach to Improve Performance of Networked Control Systems.- Learning Pattern Graphs for Multivariate Temporal Pattern Retrieval.- Batch-Incremental versus Instance-Incremental Learning in Dynamic and Evolving Data.- Applying Piecewise Approximation in Perceptron Training of Conditional Random Fields.- Patch-based Data Analysis Using Linear-Projection Diffusion.- Dictionary Construction for Patch-to-Tensor Embedding.- Where Are We Going? Predicting the Evolution of Individuals.- Use of General Purpose GPU Programing to Enhance the Classification of Leukaemia Blast Cells in Blood Smear Images.- Intelligent Data Analysis by a Home-Use Human Monitoring Robot.- Sleep Musicalization: Automatic Music Composition from Sleep Measurements.- Engine Parameter Outlier Detection: Verification by Simulating PID Controllers Generated by Genetic Algorithm.- Unit Operational Pattern Analysis and Forecasting using EMD and SSA for Industrial Systems.


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Product Details
  • ISBN-13: 9783642341557
  • Publisher: Springer
  • Binding: Paperback
  • Language: English
  • Returnable: Y
  • Spine Width: 20 mm
  • Weight: 666 gr
  • ISBN-10: 3642341551
  • Publisher Date: 18 Sep 2012
  • Height: 231 mm
  • No of Pages: 426
  • Series Title: Lecture Notes in Computer Science
  • Sub Title: 11th International Symposium, IDA 2012, Helsinki, Finland, October 25-27, 2012, Proceedings
  • Width: 155 mm


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