Perner, Petra
[HerausgeberIn]
;
ICDM 11 2011 New York, NY
Advances in data mining
: applications and theoretical aspects ; 11th industrial conference, ICDM 2011, New York, NY, USA, August 30 - September 3, 2011 ; proceedings
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Medientyp:
Buch;
Konferenzbericht
Titel:
Advances in data mining
:
applications and theoretical aspects ; 11th industrial conference, ICDM 2011, New York, NY, USA, August 30 - September 3, 2011 ; proceedings
Enthält:
Improvements over adaptive local hyperplane to achieve better classification
/ Hongmin Cai
Prognostic models based on linear separability
/ Leon Bobrowski
One class classification for anomaly detection : support vector data description revisited
/ Eric J. Pauwels and Onkar Ambekar
How to interpret decision trees?
/ Petra Perner
Comparing classifiers and metaclassifiers
/ Elio Lozano and Edgar Acuña
Fast data acquisition in cost-sensitive learning
/ Victor S. Sheng
Applications of a unified medical data miner (UMDM) for prediction, classification, interpretation and visualization on medical datasets : the diabetes dataset case
/ Nawaz Mohamudally and Dost Muhammad Khan
Melanoma diagnosis and classification web center system : the non-invasive diagnosis support subsystem
/ Wiesław Paja and Mariusz Wrzesień
Characterizing cell types through differentially expressed gene clusters using a model-based approach
/ Juliane Perner and Elena Zotenko
Experiments with hybridization and optimization of the rules knowledge base for classification of MMPI profiles
/ Jerzy Gomuła ... (et al.)
Unsupervised classification of hyperspectral images on spherical manifolds
/ Dalton Lunga and Okan Ersoy
Recognition of porosity in wood microscopic anatomical images
/ Shen Pan and Mineichi Kudo
Exploratory hierarchical clustering for management zone delineation in precision agriculture
/ Georg Russ and Rudolf Kruse
High classification rates for continuous cow activity recognition using low-cast GPS positioning sensors and standard machine learning techniques
/ Torben Godsk and Mikkel Baun Kjaergaard
Mining pixel evolutions in satellite image time series for agricultural monitoring
/ Andreea Julea ... (et al.)
Robust, non-redundant feature selection for yield analysis in semiconductor manufacturing
/ Eric St. Pierre and Eugen Tuv
Integrated use of ICA and ANN to recognize the mixture control chart patterns in a process
/ Yuehjen E. Shao, Yini Lin, and Ya-Chi Chan
Optimized fuzzy decision tree data mining for engineering applications
/ Liam Evans and Niels Lohse
Graph-based data warehousing using the core-facets model
/ Dung N. Lam, Alexander Y. Liu, and Cheryl E. Martin
General sales forecast models for automobile markets based on time series analysis and data mining techniques
/ Marco Hülsmann ... (et al.)
Towards a spatial instance learning method for deep web pages
/ Ermelinda Oro and Massimo Ruffolo
Applying user signatures on fraud detection in telecommunications networks
/ João Lopes, Orlando Belo, and Carlos Vieira
Methods in case-based classification in bioinformatics : lessons learned
/ Isabelle Bichindaritz
Prediction of batch-end quality for an industrial polymerization process
/ Geert Gins ... (et al.).