Advances in Data Mining [[electronic resource] ] : Applications in Image Mining, Medicine and Biotechnology, Management and Environmental Control, and Telecommunications; 4th Industrial Conference on Data Mining, ICDM 2004, Leipzig, Germany, July 4-7, 2004, Revised Selected Papers / / edited by Petra Perner |
Edizione | [1st ed. 2005.] |
Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2005 |
Descrizione fisica | 1 online resource (VIII, 176 p.) |
Disciplina | 006.3 |
Collana | Lecture Notes in Artificial Intelligence |
Soggetto topico |
Artificial intelligence
Computer science Database management Computers and civilization Optical data processing Application software Artificial Intelligence Computer Science, general Database Management Computers and Society Image Processing and Computer Vision Computer Appl. in Administrative Data Processing |
ISBN | 3-540-30185-2 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | Case-Based Reasoning -- Neuro-symbolic System for Business Internal Control -- Applying Case Based Reasoning Approach in Analyzing Organizational Change Management Data -- Improving the K-NN Classification with the Euclidean Distance Through Linear Data Transformations -- An IBR System to Quantify the Ocean’s Carbon Dioxide Budget -- A Beta-Cooperative CBR System for Constructing a Business Management Model -- Image Mining -- Braving the Semantic Gap: Mapping Visual Concepts from Images and Videos -- Mining Images to Find General Forms of Biological Objects -- Applications in Process Control and Insurance -- The Main Steps to Data Quality -- Cost-Sensitive Design of Claim Fraud Screens -- An Early Warning System for Vehicle Related Quality Data -- Clustering and Association Rules -- Shape-Invariant Cluster Validity Indices -- Mining Indirect Association Rules -- An Association Mining Method for Time Series and Its Application in the Stock Prices of TFT-LCD Industry -- Clustering of Web Sessions Using Levenshtein Metric -- Telecommunication -- A Data Mining Approach for Call Admission Control and Resource Reservation in Wireless Mobile Networks -- Mining of an Alarm Log to Improve the Discovery of Frequent Patterns -- Medicine and Biotechnology -- Feature Selection and Classification Model Construction on Type 2 Diabetic Patient’s Data -- Knowledge Based Phylogenetic Classification Mining. |
Record Nr. | UNINA-9910483045503321 |
Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2005 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
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Advances in Data Mining - Theoretical Aspects and Applications [[electronic resource] ] : 7th Industrial Conference, ICDM 2007, Leipzig, Germany, July 14-18, 2007, Proceedings / / edited by Petra Perner |
Edizione | [1st ed. 2007.] |
Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2007 |
Descrizione fisica | 1 online resource (XI, 356 p.) |
Disciplina | 005.74 |
Collana | Lecture Notes in Artificial Intelligence |
Soggetto topico |
Database management
Pattern recognition Optical data processing Data mining Application software Artificial intelligence Database Management Pattern Recognition Image Processing and Computer Vision Data Mining and Knowledge Discovery Information Systems Applications (incl. Internet) Artificial Intelligence |
ISBN | 3-540-73435-X |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | Invited Talk -- Case Based Reasoning and the Search for Knowledge -- Aspects of Classification and Prediction -- Subsets More Representative Than Random Ones -- Concepts for Novelty Detection and Handling Based on a Case-Based Reasoning Process Scheme -- An Efficient Algorithm for Instance-Based Learning on Data Streams -- Softening the Margin in Discrete SVM -- Feature Selection Using Ant Colony Optimization (ACO): A New Method and Comparative Study in the Application of Face Recognition System -- Outlier Detection with Streaming Dyadic Decomposition -- VISRED –Numerical Data Mining with Linear and Nonlinear Techniques -- Clustering -- Clustering by Random Projections -- Lightweight Clustering Technique for Distributed Data Mining Applications -- Web Mining -- Predicting Page Occurrence in a Click-Stream Data: Statistical and Rule-Based Approach -- Improved IR in Cohesion Model for Link Detection System -- Improving a State-of-the-Art Named Entity Recognition System Using the World Wide Web -- Data Mining in Medicine -- ISOR-2: A Case-Based Reasoning System to Explain Exceptional Dialysis Patients -- The Role of Prototypical Cases in Biomedical Case-Based Reasoning -- Applications of Data Mining -- A Search Space Reduction Methodology for Large Databases: A Case Study -- Combining Traditional and Neural-Based Techniques for Ink Feed Control in a Newspaper Printing Press -- Active Learning Strategies: A Case Study for Detection of Emotions in Speech -- Neural Business Control System -- A Framework for Discovering and Analyzing Changing Customer Segments -- Collaborative Filtering Using Electrical Resistance Network Models -- Visual Query and Exploration System for Temporal Relational Database -- Towards an Online Image-Based Tree Taxonomy -- Distributed Generative Data Mining -- Time Series and Frequent Pattern Mining -- Privacy-Preserving Discovery of Frequent Patterns in Time Series -- Efficient Non Linear Time Series Prediction Using Non Linear Signal Analysis and Neural Networks in Chaotic Diode Resonator Circuits -- Association Minnig -- Using Disjunctions in Association Mining. |
Record Nr. | UNINA-9910484839703321 |
Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2007 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
|
Advances in Data Mining - Theoretical Aspects and Applications [[electronic resource] ] : 7th Industrial Conference, ICDM 2007, Leipzig, Germany, July 14-18, 2007, Proceedings / / edited by Petra Perner |
Edizione | [1st ed. 2007.] |
Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2007 |
Descrizione fisica | 1 online resource (XI, 356 p.) |
Disciplina | 005.74 |
Collana | Lecture Notes in Artificial Intelligence |
Soggetto topico |
Database management
Pattern recognition Optical data processing Data mining Application software Artificial intelligence Database Management Pattern Recognition Image Processing and Computer Vision Data Mining and Knowledge Discovery Information Systems Applications (incl. Internet) Artificial Intelligence |
ISBN | 3-540-73435-X |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | Invited Talk -- Case Based Reasoning and the Search for Knowledge -- Aspects of Classification and Prediction -- Subsets More Representative Than Random Ones -- Concepts for Novelty Detection and Handling Based on a Case-Based Reasoning Process Scheme -- An Efficient Algorithm for Instance-Based Learning on Data Streams -- Softening the Margin in Discrete SVM -- Feature Selection Using Ant Colony Optimization (ACO): A New Method and Comparative Study in the Application of Face Recognition System -- Outlier Detection with Streaming Dyadic Decomposition -- VISRED –Numerical Data Mining with Linear and Nonlinear Techniques -- Clustering -- Clustering by Random Projections -- Lightweight Clustering Technique for Distributed Data Mining Applications -- Web Mining -- Predicting Page Occurrence in a Click-Stream Data: Statistical and Rule-Based Approach -- Improved IR in Cohesion Model for Link Detection System -- Improving a State-of-the-Art Named Entity Recognition System Using the World Wide Web -- Data Mining in Medicine -- ISOR-2: A Case-Based Reasoning System to Explain Exceptional Dialysis Patients -- The Role of Prototypical Cases in Biomedical Case-Based Reasoning -- Applications of Data Mining -- A Search Space Reduction Methodology for Large Databases: A Case Study -- Combining Traditional and Neural-Based Techniques for Ink Feed Control in a Newspaper Printing Press -- Active Learning Strategies: A Case Study for Detection of Emotions in Speech -- Neural Business Control System -- A Framework for Discovering and Analyzing Changing Customer Segments -- Collaborative Filtering Using Electrical Resistance Network Models -- Visual Query and Exploration System for Temporal Relational Database -- Towards an Online Image-Based Tree Taxonomy -- Distributed Generative Data Mining -- Time Series and Frequent Pattern Mining -- Privacy-Preserving Discovery of Frequent Patterns in Time Series -- Efficient Non Linear Time Series Prediction Using Non Linear Signal Analysis and Neural Networks in Chaotic Diode Resonator Circuits -- Association Minnig -- Using Disjunctions in Association Mining. |
Record Nr. | UNISA-996465740003316 |
Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2007 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. di Salerno | ||
|
Advances in Data Mining. Applications and Theoretical Aspects [[electronic resource] ] : 12th Industrial Conference, ICDM 2012, Berlin, Germany, July 13-20, 2012. Proceedings / / edited by Petra Perner |
Edizione | [1st ed. 2012.] |
Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2012 |
Descrizione fisica | 1 online resource (XI, 289 p. 97 illus. in color.) |
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 |
ISBN | 3-642-31488-0 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Record Nr. | UNISA-996465544903316 |
Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2012 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. di Salerno | ||
|
Advances in Data Mining. Medical Applications, E-Commerce, Marketing, and Theoretical Aspects [[electronic resource] ] : 8th Industrial Conference, ICDM 2008 Leipzig, Germany, July 16-18, 2008, Proceedings / / edited by Petra Perner |
Edizione | [1st ed. 2008.] |
Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2008 |
Descrizione fisica | 1 online resource (XI, 428 p.) |
Disciplina | 005.74 |
Collana | Lecture Notes in Artificial Intelligence |
Soggetto topico |
Pattern recognition
Data mining Computer engineering Optical data processing Application software Database management Pattern Recognition Data Mining and Knowledge Discovery Computer Engineering Image Processing and Computer Vision Information Systems Applications (incl. Internet) Database Management |
ISBN | 3-540-70720-4 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | Lifescience and Biotechnological Applications for Data Mining -- Prototypes for Medical Case-Based Applications -- Hopfield Networks in Relevance and Redundancy Feature Selection Applied to Classification of Biomedical High-Resolution Micro-CT Images -- Modelling Medical Time Series Using Grammar-Guided Genetic Programming -- Data Mining with Neural Networks for Wheat Yield Prediction -- Experiences Using Clustering and Generalizations for Knowledge Discovery in Melanomas Domain -- Noisy Image Segmentation by a Robust Clustering Algorithm Based on DC Programming and DCA -- An Application for Electroencephalogram Mining for Epileptic Seizure Prediction -- An Infrastructure for Mining Medical Multimedia Data -- Realizing Modularized Knowledge Models for Heterogeneous Application Domains -- Clustering and Classification -- GEP-Induced Expression Trees as Weak Classifiers -- Projection with Double Nonlinear Integrals for Classification -- Local Modelling in Classification -- Improving Imbalanced Multidimensional Dataset Learner Performance with Artificial Data Generation: Density-Based Class-Boost Algorithm -- CPL Clustering with Feature Costs -- Association Rule Mining -- Relative Linkage Disequilibrium: A New Measure for Association Rules -- Weighted Association Rule Mining from Binary and Fuzzy Data -- E-Mail, WebMining -- A Comparative Impact Study of Attribute Selection Techniques on Naïve Bayes Spam Filters -- The Impact of Noise in Spam Filtering: A Case Study -- Designing Specific Weighted Similarity Measures to Improve Collaborative Filtering Systems -- Browsing Assistance Service for Intranet Information Systems -- WebAngels Filter: A Violent Web Filtering Engine Using Textual and Structural Content-Based Analysis -- Mining Unexpected Web Usage Behaviors -- Information Retrieval -- Generalized Graph Matching for Data Mining and Information Retrieval -- Industrial Applications -- Contrast-Set Mining of Aircraft Accidents and Incidents -- Using Data Mining to Build Integrated Discrete Event Simulations -- Control Charts of Workflows -- Frequent Item Set, Sequence Mining -- Maximum Margin Active Learning for Sequence Labeling with Different Length -- An Efficient Similarity Searching Algorithm Based on Clustering for Time Series -- Efficient String Mining under Constraints Via the Deferred Frequency Index -- Aspects of Data Mining -- Autonomous Forex Trading Agents -- An Exploration into the Power of Formal Concept Analysis for Domestic Violence Analysis -- Leatherbacks Matching by Automated Image Recognition. |
Record Nr. | UNISA-996465494503316 |
Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2008 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. di Salerno | ||
|
Advances in Data Mining. Medical Applications, E-Commerce, Marketing, and Theoretical Aspects [[electronic resource] ] : 8th Industrial Conference, ICDM 2008 Leipzig, Germany, July 16-18, 2008, Proceedings / / edited by Petra Perner |
Edizione | [1st ed. 2008.] |
Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2008 |
Descrizione fisica | 1 online resource (XI, 428 p.) |
Disciplina | 005.74 |
Collana | Lecture Notes in Artificial Intelligence |
Soggetto topico |
Pattern recognition
Data mining Computer engineering Optical data processing Application software Database management Pattern Recognition Data Mining and Knowledge Discovery Computer Engineering Image Processing and Computer Vision Information Systems Applications (incl. Internet) Database Management |
ISBN | 3-540-70720-4 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | Lifescience and Biotechnological Applications for Data Mining -- Prototypes for Medical Case-Based Applications -- Hopfield Networks in Relevance and Redundancy Feature Selection Applied to Classification of Biomedical High-Resolution Micro-CT Images -- Modelling Medical Time Series Using Grammar-Guided Genetic Programming -- Data Mining with Neural Networks for Wheat Yield Prediction -- Experiences Using Clustering and Generalizations for Knowledge Discovery in Melanomas Domain -- Noisy Image Segmentation by a Robust Clustering Algorithm Based on DC Programming and DCA -- An Application for Electroencephalogram Mining for Epileptic Seizure Prediction -- An Infrastructure for Mining Medical Multimedia Data -- Realizing Modularized Knowledge Models for Heterogeneous Application Domains -- Clustering and Classification -- GEP-Induced Expression Trees as Weak Classifiers -- Projection with Double Nonlinear Integrals for Classification -- Local Modelling in Classification -- Improving Imbalanced Multidimensional Dataset Learner Performance with Artificial Data Generation: Density-Based Class-Boost Algorithm -- CPL Clustering with Feature Costs -- Association Rule Mining -- Relative Linkage Disequilibrium: A New Measure for Association Rules -- Weighted Association Rule Mining from Binary and Fuzzy Data -- E-Mail, WebMining -- A Comparative Impact Study of Attribute Selection Techniques on Naïve Bayes Spam Filters -- The Impact of Noise in Spam Filtering: A Case Study -- Designing Specific Weighted Similarity Measures to Improve Collaborative Filtering Systems -- Browsing Assistance Service for Intranet Information Systems -- WebAngels Filter: A Violent Web Filtering Engine Using Textual and Structural Content-Based Analysis -- Mining Unexpected Web Usage Behaviors -- Information Retrieval -- Generalized Graph Matching for Data Mining and Information Retrieval -- Industrial Applications -- Contrast-Set Mining of Aircraft Accidents and Incidents -- Using Data Mining to Build Integrated Discrete Event Simulations -- Control Charts of Workflows -- Frequent Item Set, Sequence Mining -- Maximum Margin Active Learning for Sequence Labeling with Different Length -- An Efficient Similarity Searching Algorithm Based on Clustering for Time Series -- Efficient String Mining under Constraints Via the Deferred Frequency Index -- Aspects of Data Mining -- Autonomous Forex Trading Agents -- An Exploration into the Power of Formal Concept Analysis for Domestic Violence Analysis -- Leatherbacks Matching by Automated Image Recognition. |
Record Nr. | UNINA-9910483639003321 |
Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2008 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
|
Advances in Data Mining: Applications and Theoretical Aspects [[electronic resource] ] : 14th Industrial Conference, ICDM 2014, St. Petersburg, Russia, July 16-20, 2014, Proceedings / / edited by Petra Perner |
Edizione | [1st ed. 2014.] |
Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2014 |
Descrizione fisica | 1 online resource (X, 229 p. 74 illus.) |
Disciplina | 004 |
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 |
ISBN | 3-319-08976-5 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | Theoretical aspects of data mining -- Applications of data mining.-Multimedia data -- Marketing -- Medicine -- Agriculture -- Process control -- Industry and society. |
Record Nr. | UNINA-9910483565903321 |
Cham : , : Springer International Publishing : , : Imprint : Springer, , 2014 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
|
Advances in Data Mining: Applications and Theoretical Aspects [[electronic resource] ] : 14th Industrial Conference, ICDM 2014, St. Petersburg, Russia, July 16-20, 2014, Proceedings / / edited by Petra Perner |
Edizione | [1st ed. 2014.] |
Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2014 |
Descrizione fisica | 1 online resource (X, 229 p. 74 illus.) |
Disciplina | 004 |
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 |
ISBN | 3-319-08976-5 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | Theoretical aspects of data mining -- Applications of data mining.-Multimedia data -- Marketing -- Medicine -- Agriculture -- Process control -- Industry and society. |
Record Nr. | UNISA-996213696603316 |
Cham : , : Springer International Publishing : , : Imprint : Springer, , 2014 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. di Salerno | ||
|
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 [[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. | UNINA-9910484645203321 |
Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2013 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
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