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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
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
Opac: Controlla la disponibilità qui
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
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
Opac: Controlla la disponibilità qui
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
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
Opac: Controlla la disponibilità qui