Advances in Data Mining: Applications and Theoretical Aspects [[electronic resource] ] : 13th Industrial Conference, ICDM 2013, New York, NY, USA, July 16-21, 2013. Proceedings / / edited by Petra Perner |
Edizione | [1st ed. 2013.] |
Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2013 |
Descrizione fisica | 1 online resource (X, 281 p. 73 illus.) : online resource |
Disciplina | 006.312 |
Collana | Lecture Notes in Artificial Intelligence |
Soggetto topico |
Data mining
Multimedia information systems Optical data processing Application software Database management Artificial intelligence Data Mining and Knowledge Discovery Multimedia Information Systems Image Processing and Computer Vision Information Systems Applications (incl. Internet) Database Management Artificial Intelligence |
Soggetto non controllato | ICDM |
ISBN | 3-642-39736-0 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | Theoretical aspects of data mining; applications of data mining in multimedia data -- Applications of data mining in marketing and in finance -- Applications of data mining in telecommunication -- Applications of data mining in medicine and agriculture -- Applications of data mining in process control, industry and society. |
Record Nr. | UNISA-996466024603316 |
Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2013 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. di Salerno | ||
|
Advances in Data Mining: Applications and Theoretical Aspects : 13th Industrial Conference, ICDM 2013, New York, NY, USA, July 16-21, 2013. Proceedings / / edited by Petra Perner |
Edizione | [1st ed. 2013.] |
Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2013 |
Descrizione fisica | 1 online resource (X, 281 p. 73 illus.) : online resource |
Disciplina | 006.312 |
Collana | Lecture Notes in Artificial Intelligence |
Soggetto topico |
Data mining
Multimedia information systems Optical data processing Application software Database management Artificial intelligence Data Mining and Knowledge Discovery Multimedia Information Systems Image Processing and Computer Vision Information Systems Applications (incl. Internet) Database Management Artificial Intelligence |
Soggetto non controllato | ICDM |
ISBN | 3-642-39736-0 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | Theoretical aspects of data mining; applications of data mining in multimedia data -- Applications of data mining in marketing and in finance -- Applications of data mining in telecommunication -- Applications of data mining in medicine and agriculture -- Applications of data mining in process control, industry and society. |
Record Nr. | UNINA-9910484645203321 |
Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2013 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
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Advances on Data Mining: Applications and Theoretical Aspects [[electronic resource] ] : 11th Industrial Conference, ICDM 2011, New York, NY, USA, August 30 – September 3, 2011, Proceedings / / edited by Petra PErner |
Edizione | [1st ed. 2011.] |
Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2011 |
Descrizione fisica | 1 online resource (XI, 329 p.) |
Disciplina | 006.3/12 |
Collana | Lecture Notes in Artificial Intelligence |
Soggetto topico |
Data mining
Multimedia information systems Optical data processing Application software Database management Artificial intelligence Data Mining and Knowledge Discovery Multimedia Information Systems Image Processing and Computer Vision Information Systems Applications (incl. Internet) Database Management Artificial Intelligence |
Soggetto genere / forma |
Kongress2011.New York (NY)
Conference proceedings. |
Soggetto non controllato | ICDM |
ISBN | 3-642-23184-5 |
Classificazione |
DAT 703f
DAT 708f DAT 825f SS 4800 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | 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.). |
Record Nr. | UNISA-996465567803316 |
Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2011 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. di Salerno | ||
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