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Advances in data mining : applications and theoretical aspects : 10th Industrial Conference, ICDM 2010, Berlin, Germany, July 12-14, 2010 : proceedings / / Petra Perner (ed.)
| Advances in data mining : applications and theoretical aspects : 10th Industrial Conference, ICDM 2010, Berlin, Germany, July 12-14, 2010 : proceedings / / Petra Perner (ed.) |
| Edizione | [1st ed.] |
| Pubbl/distr/stampa | New York, : Springer, 2010 |
| Descrizione fisica | 1 online resource (XIII, 654 p. 233 illus.) |
| Disciplina | 006.3/12 |
| Altri autori (Persone) | PernerPetra |
| Collana |
LNCS sublibrary. SL 7, Artificial intelligence
Lecture notes in artificial intelligence |
| Soggetto topico | Data mining |
| ISBN |
1-280-38795-5
9786613565877 3-642-14400-4 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Invited Talk -- Moving Targets -- Bioinformatics Contributions to Data Mining -- Theoretical Aspects of Data Mining -- Bootstrap Feature Selection for Ensemble Classifiers -- Evaluating the Quality of Clustering Algorithms Using Cluster Path Lengths -- Finding Irregularly Shaped Clusters Based on Entropy -- Fuzzy Conceptual Clustering -- Mining Concept Similarities for Heterogeneous Ontologies -- Re-mining Positive and Negative Association Mining Results -- Multi-Agent Based Clustering: Towards Generic Multi-Agent Data Mining -- Describing Data with the Support Vector Shell in Distributed Environments -- Robust Clustering Using Discriminant Analysis -- New Approach in Data Stream Association Rule Mining Based on Graph Structure -- Multimedia Data Mining -- Fast Training of Neural Networks for Image Compression -- Processing Handwritten Words by Intelligent Use of OCR Results -- Saliency-Based Candidate Inspection Region Extraction in Tape Automated Bonding -- Image Classification Using Histograms and Time Series Analysis: A Study of Age-Related Macular Degeneration Screening in Retinal Image Data -- Entropic Quadtrees and Mining Mars Craters -- Hybrid DIAAF/RS: Statistical Textual Feature Selection for Language-Independent Text Classification -- Multimedia Summarization in Law Courts: A Clustering-Based Environment for Browsing and Consulting Judicial Folders -- Comparison of Redundancy and Relevance Measures for Feature Selection in Tissue Classification of CT Images -- Data Mining in Marketing -- Quantile Regression Model for Impact Toughness Estimation -- Mining for Paths in Flow Graphs -- Combining Unsupervised and Supervised Data Mining Techniques for Conducting Customer Portfolio Analysis -- Managing Product Life Cycle with MultiAgent Data Mining System -- Modeling Pricing Strategies Using Game Theory and Support Vector Machines -- Data Mining in Industrial Processes -- Determination of the Fault Quality Variables of a Multivariate Process Using Independent Component Analysis and Support Vector Machine -- Dynamic Pattern Extraction of Parameters in Laser Welding Process -- Trajectory Clustering for Vibration Detection in Aircraft Engines -- Episode Rule-Based Prognosis Applied to Complex Vacuum Pumping Systems Using Vibratory Data -- Predicting Disk Failures with HMM- and HSMM-Based Approaches -- Aircraft Engine Health Monitoring Using Self-Organizing Maps -- Data Mining in Medicine -- Finding Temporal Patterns in Noisy Longitudinal Data: A Study in Diabetic Retinopathy -- Selection of High Risk Patients with Ranked Models Based on the CPL Criterion Functions -- Medical Datasets Analysis: A Constructive Induction Approach -- Data Mining in Agriculture -- Regression Models for Spatial Data: An Example from Precision Agriculture -- Trend Mining in Social Networks: A Study Using a Large Cattle Movement Database -- WebMining -- Spam Email Filtering Using Network-Level Properties -- Domain-Specific Identification of Topics and Trends in the Blogosphere -- Combining Business Process and Data Discovery Techniques for Analyzing and Improving Integrated Care Pathways -- Interest-Determining Web Browser -- Web-Site Boundary Detection -- Data Mining in Finance -- An Application of Element Oriented Analysis Based Credit Scoring -- A Semi-supervised Approach for Reject Inference in Credit Scoring Using SVMs -- Aspects of Data Mining -- Data Mining with Neural Networks and Support Vector Machines Using the R/rminer Tool -- The Orange Customer Analysis Platform -- Semi-supervised Learning for False Alarm Reduction -- Learning from Humanoid Cartoon Designs -- Mining Relationship Associations from Knowledge about Failures Using Ontology and Inference -- Data Mining for Network Performance Monitoring -- Event Prediction in Network Monitoring Systems: Performing Sequential Pattern Mining in Osmius Monitoring Tool -- Selection of Effective Network Parameters in Attacks for Intrusion Detection. |
| Record Nr. | UNINA-9910485024803321 |
| New York, : Springer, 2010 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Advances in data mining : applications and theoretical aspects ; 9th industrial conference, ICDM 2009, Leipzig, Germany, July 20-22, 2009 : proceedings / / Petra Perner
| Advances in data mining : applications and theoretical aspects ; 9th industrial conference, ICDM 2009, Leipzig, Germany, July 20-22, 2009 : proceedings / / Petra Perner |
| Edizione | [1st ed. 2009.] |
| Pubbl/distr/stampa | Berlin, Germany ; ; New York, New York : , : Springer, , [2009] |
| Descrizione fisica | 1 online resource (411 p.) |
| Disciplina | 006.312 |
| Collana | Lecture Notes in Artificial Intelligence |
| Soggetto topico | Data mining |
| ISBN |
1-282-36189-9
9786612361890 3-642-03067-X |
| Classificazione |
DAT 616f
DAT 703f DAT 708f DAT 825f SS 4800 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Invited Talk -- Distances in Classification -- Data Mining in Medicine and Agriculture -- Electronic Nose Ovarian Carcinoma Diagnosis Based on Machine Learning Algorithms -- Data Mining of Agricultural Yield Data: A Comparison of Regression Models -- Study of Principal Components on Classification of Problematic Wine Fermentations -- A Data Mining Method for Finding Hidden Relationship in Blood and Urine Examination Items for Health Check -- Application of Classification Association Rule Mining for Mammalian Mesenchymal Stem Cell Differentiation -- Computer-Aided Diagnosis in Brain Computed Tomography Screening -- Knowledge Representation in Difficult Medical Diagnosis -- Data Mining in Marketing, Finance and Telecommunication -- Forecasting Product Life Cycle Phase Transition Points with Modular Neural Networks Based System -- Visualizing the Competitive Structure of Online Auctions -- Credit Risk Handling in Telecommunication Sector -- Sales Intelligence Using Web Mining -- A Sales Forecast Model for the German Automobile Market Based on Time Series Analysis and Data Mining Methods -- Data Mining in Process Control, Industry and Society -- Screening Paper Runnability in a Web-Offset Pressroom by Data Mining -- Evaluation of Distraction in a Driver-Vehicle-Environment Framework: An Application of Different Data-Mining Techniques -- SO_MAD: SensOr Mining for Anomaly Detection in Railway Data -- Online Mass Flow Prediction in CFB Boilers -- Integrating Data Mining and Agent Based Modeling and Simulation -- Combining Multidimensional Scaling and Computational Intelligence for Industrial Monitoring -- A Case of Using Formal Concept Analysis in Combination with Emergent Self Organizing Maps for Detecting Domestic Violence -- Data Mining on Multimedia Data -- Ordinal Evaluation: A New Perspective on Country Images -- Evaluation of Fusion for Similarity Searching in Online Handwritten Documents -- Self-training Strategies for Handwriting Word Recognition -- On a New Similarity Analysis in Frequency Domain for Mining Faces within a Complex Background -- Theoretical Aspects of Data Mining -- Clustering with Domain Value Dissimilarity for Categorical Data -- The Normalized Compression Distance as a Distance Measure in Entity Identification -- Attribute Constrained Rules for Partially Labeled Sequence Completion -- Mining Determining Sets for Partially Defined Functions -- On the Integration of Neural Classifiers through Similarity Analysis of Higher Order Features -- On Cellular Network Channels Data Mining and Decision Making through Ant Colony Optimization and Multi Agent Systems Strategies -- Responsible Data Releases. |
| Record Nr. | UNINA-9910483477103321 |
| Berlin, Germany ; ; New York, New York : , : Springer, , [2009] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Advances in data mining : applications and theoretical aspects ; 9th industrial conference, ICDM 2009, Leipzig, Germany, July 20-22, 2009 : proceedings / / Petra Perner
| Advances in data mining : applications and theoretical aspects ; 9th industrial conference, ICDM 2009, Leipzig, Germany, July 20-22, 2009 : proceedings / / Petra Perner |
| Edizione | [1st ed. 2009.] |
| Pubbl/distr/stampa | Berlin, Germany ; ; New York, New York : , : Springer, , [2009] |
| Descrizione fisica | 1 online resource (411 p.) |
| Disciplina | 006.312 |
| Collana | Lecture Notes in Artificial Intelligence |
| Soggetto topico | Data mining |
| ISBN |
1-282-36189-9
9786612361890 3-642-03067-X |
| Classificazione |
DAT 616f
DAT 703f DAT 708f DAT 825f SS 4800 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Invited Talk -- Distances in Classification -- Data Mining in Medicine and Agriculture -- Electronic Nose Ovarian Carcinoma Diagnosis Based on Machine Learning Algorithms -- Data Mining of Agricultural Yield Data: A Comparison of Regression Models -- Study of Principal Components on Classification of Problematic Wine Fermentations -- A Data Mining Method for Finding Hidden Relationship in Blood and Urine Examination Items for Health Check -- Application of Classification Association Rule Mining for Mammalian Mesenchymal Stem Cell Differentiation -- Computer-Aided Diagnosis in Brain Computed Tomography Screening -- Knowledge Representation in Difficult Medical Diagnosis -- Data Mining in Marketing, Finance and Telecommunication -- Forecasting Product Life Cycle Phase Transition Points with Modular Neural Networks Based System -- Visualizing the Competitive Structure of Online Auctions -- Credit Risk Handling in Telecommunication Sector -- Sales Intelligence Using Web Mining -- A Sales Forecast Model for the German Automobile Market Based on Time Series Analysis and Data Mining Methods -- Data Mining in Process Control, Industry and Society -- Screening Paper Runnability in a Web-Offset Pressroom by Data Mining -- Evaluation of Distraction in a Driver-Vehicle-Environment Framework: An Application of Different Data-Mining Techniques -- SO_MAD: SensOr Mining for Anomaly Detection in Railway Data -- Online Mass Flow Prediction in CFB Boilers -- Integrating Data Mining and Agent Based Modeling and Simulation -- Combining Multidimensional Scaling and Computational Intelligence for Industrial Monitoring -- A Case of Using Formal Concept Analysis in Combination with Emergent Self Organizing Maps for Detecting Domestic Violence -- Data Mining on Multimedia Data -- Ordinal Evaluation: A New Perspective on Country Images -- Evaluation of Fusion for Similarity Searching in Online Handwritten Documents -- Self-training Strategies for Handwriting Word Recognition -- On a New Similarity Analysis in Frequency Domain for Mining Faces within a Complex Background -- Theoretical Aspects of Data Mining -- Clustering with Domain Value Dissimilarity for Categorical Data -- The Normalized Compression Distance as a Distance Measure in Entity Identification -- Attribute Constrained Rules for Partially Labeled Sequence Completion -- Mining Determining Sets for Partially Defined Functions -- On the Integration of Neural Classifiers through Similarity Analysis of Higher Order Features -- On Cellular Network Channels Data Mining and Decision Making through Ant Colony Optimization and Multi Agent Systems Strategies -- Responsible Data Releases. |
| Record Nr. | UNISA-996465850603316 |
| Berlin, Germany ; ; New York, New York : , : Springer, , [2009] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Advances in data mining : medical applications, e-commerce, marketing, and theoretical aspects : 8th Industrial Conference, ICDM 2008, Leipzig, Germany, July 16-18, 2008 : proceedings / / Petra Perner (ed.)
| Advances in data mining : medical applications, e-commerce, marketing, and theoretical aspects : 8th Industrial Conference, ICDM 2008, Leipzig, Germany, July 16-18, 2008 : proceedings / / Petra Perner (ed.) |
| Edizione | [1st ed. 2008.] |
| Pubbl/distr/stampa | Berlin, : Springer, 2008 |
| Descrizione fisica | 1 online resource (XI, 428 p.) |
| Disciplina | 005.74 |
| Altri autori (Persone) | PernerPetra |
| Collana | Lecture notes in computer science. Lecture notes in artificial intelligence |
| Soggetto topico | Data mining |
| 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. |
| Altri titoli varianti | ICDM 2008 |
| Record Nr. | UNINA-9910483639003321 |
| Berlin, : Springer, 2008 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Advances in data mining : theoretical aspects and applications : 7th industrial conference, ICDM 2007, Leipzig, Germany, July 14-18, 2007 : proceedings / / Petra Perner (ed.)
| Advances in data mining : theoretical aspects and applications : 7th industrial conference, ICDM 2007, Leipzig, Germany, July 14-18, 2007 : proceedings / / Petra Perner (ed.) |
| Edizione | [1st ed. 2007.] |
| Pubbl/distr/stampa | Berlin ; ; New York, : Springer, c2007 |
| Descrizione fisica | 1 online resource (XI, 356 p.) |
| Disciplina | 005.74 |
| Altri autori (Persone) | PernerPetra |
| Collana |
LNCS sublibrary. SL 7, Artificial intelligence
Lecture notes in computer science,Lecture notes in artificial intelligence |
| Soggetto topico | Data mining |
| 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. |
| Altri titoli varianti | ICDM 2007 |
| Record Nr. | UNINA-9910484839703321 |
| Berlin ; ; New York, : Springer, c2007 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Advances in Data Mining [[electronic resource] ] : Applications in Medicine, Web Mining, Marketing, Image and Signal Mining, 6th Industrial Conference on Data Mining, ICDM 2006, Leipzig, Germany, July 14-15, 2006, Proceedings / / edited by Petra Perner
| Advances in Data Mining [[electronic resource] ] : Applications in Medicine, Web Mining, Marketing, Image and Signal Mining, 6th Industrial Conference on Data Mining, ICDM 2006, Leipzig, Germany, July 14-15, 2006, Proceedings / / edited by Petra Perner |
| Edizione | [1st ed. 2006.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2006 |
| Descrizione fisica | 1 online resource (XII, 600 p.) |
| Disciplina | 005.74 |
| Collana | Lecture Notes in Artificial Intelligence |
| Soggetto topico |
Artificial intelligence
Pattern recognition Optical data processing Information storage and retrieval Application software Database management Artificial Intelligence Pattern Recognition Image Processing and Computer Vision Information Storage and Retrieval Information Systems Applications (incl. Internet) Database Management |
| ISBN | 3-540-36037-9 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Data Mining in Medicine -- Using Prototypes and Adaptation Rules for Diagnosis of Dysmorphic Syndromes -- OVA Scheme vs. Single Machine Approach in Feature Selection for Microarray Datasets -- Similarity Searching in DNA Sequences by Spectral Distortion Measures -- Multispecies Gene Entropy Estimation, a Data Mining Approach -- A Unified Approach for Discovery of Interesting Association Rules in Medical Databases -- Named Relationship Mining from Medical Literature -- Experimental Study of Evolutionary Based Method of Rule Extraction from Neural Networks in Medical Data -- Web Mining and Logfile Analysis -- httpHunting: An IBR Approach to Filtering Dangerous HTTP Traffic -- A Comparative Performance Study of Feature Selection Methods for the Anti-spam Filtering Domain -- Evaluation of Web Robot Discovery Techniques: A Benchmarking Study -- Data Preparation of Web Log Files for Marketing Aspects Analyses -- UP-DRES User Profiling for a Dynamic REcommendation System -- Improving Effectiveness on Clickstream Data Mining -- Conceptual Knowledge Retrieval with FooCA: Improving Web Search Engine Results with Contexts and Concept Hierarchies -- Theoretical Aspects of Data Mining -- A Pruning Based Incremental Construction Algorithm of Concept Lattice -- Association Rule Mining with Chi-Squared Test Using Alternate Genetic Network Programming -- Ordinal Classification with Monotonicity Constraints -- Local Modelling in Classification on Different Feature Subspaces -- Supervised Selection of Dynamic Features, with an Application to Telecommunication Data Preparation -- Using Multi-SOMs and Multi-Neural-Gas as Neural Classifiers -- Derivative Free Stochastic Discrete Gradient Method with Adaptive Mutation -- Data Mining in Marketing -- Association Analysis of Customer Services from the Enterprise Customer Management System -- Feature Selection in an Electric Billing Database Considering Attribute Inter-dependencies -- Learning the Reasons Why Groups of Consumers Prefer Some Food Products -- Exploiting Randomness for Feature Selection in Multinomial Logit: A CRM Cross-Sell Application -- Data Mining Analysis on Italian Family Preferences and Expenditures -- Multiobjective Evolutionary Induction of Subgroup Discovery Fuzzy Rules: A Case Study in Marketing -- A Scatter Search Algorithm for the Automatic Clustering Problem -- Multi-objective Parameters Selection for SVM Classification Using NSGA-II -- Effectiveness Evaluation of Data Mining Based IDS -- Mining Signals and Images -- Spectral Discrimination of Southern Victorian Salt Tolerant Vegetation -- A Generative Graphical Model for Collaborative Filtering of Visual Content -- A Variable Initialization Approach to the EM Algorithm for Better Estimation of the Parameters of Hidden Markov Model Based Acoustic Modeling of Speech Signals -- Mining Dichromatic Colours from Video -- Feature Analysis and Classification of Classical Musical Instruments: An Empirical Study -- Automated Classification of Images from Crystallisation Experiments -- Aspects of Data Mining -- An Efficient Algorithm for Frequent Itemset Mining on Data Streams -- Discovering Key Sequences in Time Series Data for Pattern Classification -- Data Alignment Via Dynamic Time Warping as a Prerequisite for Batch-End Quality Prediction -- A Distance Measure for Determining Similarity Between Criminal Investigations -- Establishing Fraud Detection Patterns Based on Signatures -- Intelligent Information Systems for Knowledge Work(ers) -- Nonparametric Approaches for e-Learning Data -- An Intelligent Manufacturing Process Diagnosis System Using Hybrid Data Mining -- Computer Network Monitoring and Abnormal Event Detection Using Graph Matching and Multidimensional Scaling. |
| Record Nr. | UNISA-996465579203316 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2006 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Advances in data mining : applications in medicine, web mining, marketing, image and signal mining : 6th Industrial Conference on Data Mining, ICDM 2006, Leipzig, Germany, July 14-15, 2006 : proceedings / / Petra Perner (ed.)
| Advances in data mining : applications in medicine, web mining, marketing, image and signal mining : 6th Industrial Conference on Data Mining, ICDM 2006, Leipzig, Germany, July 14-15, 2006 : proceedings / / Petra Perner (ed.) |
| Edizione | [1st ed. 2006.] |
| Pubbl/distr/stampa | Berlin ; ; New York, : Springer, c2006 |
| Descrizione fisica | 1 online resource (XII, 600 p.) |
| Disciplina | 005.74 |
| Altri autori (Persone) | PernerPetra |
| Collana |
Lecture notes in computer science. Lecture notes in artificial intelligence
LNCS sublibrary. SL 7, Artificial intelligence |
| Soggetto topico | Data mining |
| ISBN | 3-540-36037-9 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Data Mining in Medicine -- Using Prototypes and Adaptation Rules for Diagnosis of Dysmorphic Syndromes -- OVA Scheme vs. Single Machine Approach in Feature Selection for Microarray Datasets -- Similarity Searching in DNA Sequences by Spectral Distortion Measures -- Multispecies Gene Entropy Estimation, a Data Mining Approach -- A Unified Approach for Discovery of Interesting Association Rules in Medical Databases -- Named Relationship Mining from Medical Literature -- Experimental Study of Evolutionary Based Method of Rule Extraction from Neural Networks in Medical Data -- Web Mining and Logfile Analysis -- httpHunting: An IBR Approach to Filtering Dangerous HTTP Traffic -- A Comparative Performance Study of Feature Selection Methods for the Anti-spam Filtering Domain -- Evaluation of Web Robot Discovery Techniques: A Benchmarking Study -- Data Preparation of Web Log Files for Marketing Aspects Analyses -- UP-DRES User Profiling for a Dynamic REcommendation System -- Improving Effectiveness on Clickstream Data Mining -- Conceptual Knowledge Retrieval with FooCA: Improving Web Search Engine Results with Contexts and Concept Hierarchies -- Theoretical Aspects of Data Mining -- A Pruning Based Incremental Construction Algorithm of Concept Lattice -- Association Rule Mining with Chi-Squared Test Using Alternate Genetic Network Programming -- Ordinal Classification with Monotonicity Constraints -- Local Modelling in Classification on Different Feature Subspaces -- Supervised Selection of Dynamic Features, with an Application to Telecommunication Data Preparation -- Using Multi-SOMs and Multi-Neural-Gas as Neural Classifiers -- Derivative Free Stochastic Discrete Gradient Method with Adaptive Mutation -- Data Mining in Marketing -- Association Analysis of Customer Services from the Enterprise Customer Management System -- Feature Selection in an Electric Billing Database Considering Attribute Inter-dependencies -- Learning the Reasons Why Groups of Consumers Prefer Some Food Products -- Exploiting Randomness for Feature Selection in Multinomial Logit: A CRM Cross-Sell Application -- Data Mining Analysis on Italian Family Preferences and Expenditures -- Multiobjective Evolutionary Induction of Subgroup Discovery Fuzzy Rules: A Case Study in Marketing -- A Scatter Search Algorithm for the Automatic Clustering Problem -- Multi-objective Parameters Selection for SVM Classification Using NSGA-II -- Effectiveness Evaluation of Data Mining Based IDS -- Mining Signals and Images -- Spectral Discrimination of Southern Victorian Salt Tolerant Vegetation -- A Generative Graphical Model for Collaborative Filtering of Visual Content -- A Variable Initialization Approach to the EM Algorithm for Better Estimation of the Parameters of Hidden Markov Model Based Acoustic Modeling of Speech Signals -- Mining Dichromatic Colours from Video -- Feature Analysis and Classification of Classical Musical Instruments: An Empirical Study -- Automated Classification of Images from Crystallisation Experiments -- Aspects of Data Mining -- An Efficient Algorithm for Frequent Itemset Mining on Data Streams -- Discovering Key Sequences in Time Series Data for Pattern Classification -- Data Alignment Via Dynamic Time Warping as a Prerequisite for Batch-End Quality Prediction -- A Distance Measure for Determining Similarity Between Criminal Investigations -- Establishing Fraud Detection Patterns Based on Signatures -- Intelligent Information Systems for Knowledge Work(ers) -- Nonparametric Approaches for e-Learning Data -- An Intelligent Manufacturing Process Diagnosis System Using Hybrid Data Mining -- Computer Network Monitoring and Abnormal Event Detection Using Graph Matching and Multidimensional Scaling. |
| Altri titoli varianti | ICDM 2006 |
| Record Nr. | UNINA-9910484177403321 |
| Berlin ; ; New York, : Springer, c2006 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
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
| 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. | UNISA-996466353803316 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2005 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Advances in data mining : 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 / / Petra Perner (ed.)
| Advances in data mining : 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 / / Petra Perner (ed.) |
| Edizione | [1st ed. 2005.] |
| Pubbl/distr/stampa | Berlin ; ; New York, : Springer, c2004 |
| Descrizione fisica | 1 online resource (VIII, 176 p.) |
| Disciplina | 006.3 |
| Altri autori (Persone) | PernerPetra |
| Collana | Lecture notes in computer science,Lecture notes in artificial intelligence |
| Soggetto topico | Data mining |
| 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. |
| Altri titoli varianti |
4th Industrial Conference on Data Mining, ICDM 2004, Leipzig, Germany, July 4-7, 2004 : revised selected papers
ICDM 2004 |
| Record Nr. | UNINA-9910483045503321 |
| Berlin ; ; New York, : Springer, c2004 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Advances in data mining : applications in E-commerce, medicine, and knowledge management / / Petra Perner
| Advances in data mining : applications in E-commerce, medicine, and knowledge management / / Petra Perner |
| Edizione | [1st ed. 2002.] |
| Pubbl/distr/stampa | Berlin, Germany ; ; New York, New York : , : Springer, , [2002] |
| Descrizione fisica | 1 online resource (VIII, 112 p.) |
| Disciplina | 006.3 |
| Collana | Lecture Notes in Artificial Intelligence |
| Soggetto topico |
Electronic commerce
Data mining Medicine |
| ISBN | 3-540-46131-0 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Data Mining and E-commerce -- Sequence Rules for Web Clickstream Analysis -- Data Mining of Association Rules and the Process of Knowledge Discovery in Databases -- Intelligent E-marketing with Web Mining, Personalization, and User-Adpated Interfaces -- Knowledge Management and Data Mining -- The indiGo Project: Enhancement of Experience Management and Process Learning with Moderated Discourses -- Medical Applications -- Genomic Data Explosion — The Challenge for Bioinformatics? -- Case-Based Reasoning for Prognosis of Threatening Influenza Waves. |
| Record Nr. | UNISA-996465522103316 |
| Berlin, Germany ; ; New York, New York : , : Springer, , [2002] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
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