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Advances in intelligent data analysis : third international symposium, IDA-99, Amsterdam, the Netherlands, August 9-11, 1999 : proceedings / / David J. Hand, Joost N. Kok, Michael R. Berthold (editors)
Advances in intelligent data analysis : third international symposium, IDA-99, Amsterdam, the Netherlands, August 9-11, 1999 : proceedings / / David J. Hand, Joost N. Kok, Michael R. Berthold (editors)
Edizione [1st ed. 1999.]
Pubbl/distr/stampa Berlin ; ; Heidelberg : , : Springer, , [1999]
Descrizione fisica 1 online resource (XII, 544 p.)
Disciplina 519.5
Collana Lecture Notes in Computer Science
Soggetto topico Mathematical statistics
ISBN 3-540-48412-4
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Learning -- From Theoretical Learnability to Statistical Measures of the Learnable -- ALM: A Methodology for Designing Accurate Linguistic Models for Intelligent Data Analysis -- A “Top-Down and Prune” Induction Scheme for Constrained Decision Committees -- Mining Clusters with Association Rules -- Evolutionary Computation to Search for Strongly Correlated Variables in High-Dimensional Time-Series -- The Biases of Decision Tree Pruning Strategies -- Feature Selection as Retrospective Pruning in Hierarchical Clustering -- Discriminative Power of Input Features in a Fuzzy Model -- Learning Elements of Representations for Redescribing Robot Experiences -- “Seeing“ Objects in Spatial Datasets -- Intelligent Monitoring Method Using Time Varying Binomial Distribution Models for Pseudo-Periodic Communication Traffic -- Visualization -- Monitoring Human Information Processing via Intelligent Data Analysis of EEG Recordings -- Knowledge-Based Visualization to Support Spatial Data Mining -- Probabilistic Topic Maps: Navigating through Large Text Collections -- 3D Grand Tour for Multidimensional Data and Clusters -- Classification and Clustering -- A Decision Tree Algorithm for Ordinal Classification -- Discovering Dynamics Using Bayesian Clustering -- Integrating Declarative Knowledge in Hierarchical Clustering Tasks -- Nonparametric Linear Discriminant Analysis by Recursive Optimization with Random Initialization -- Supervised Classification Problems: How to Be Both Judge and Jury -- Temporal Pattern Generation Using Hidden Markov Model Based Unsupervised Classification -- Exploiting Similarity for Supporting Data Analysis and Problem Solving -- Multiple Prototype Model for Fuzzy Clustering -- A Comparison of Genetic Programming Variants for Data Classification -- Fuzzy Clustering Based on Modified Distance Measures -- Building Classes in Object-Based Languages by Automatic Clustering -- Integration -- Adjusted Estimation for the Combination of Classifiers -- Data-Driven Theory Refinement Using KBDistAl -- Reasoning about Input-Output Modeling of Dynamical Systems -- Undoing Statistical Advice -- A Method for Temporal Knowledge Conversion -- Applications -- Intrusion Detection through Behavioral Data -- Bayesian Neural Network Learning for Prediction in the Australian Dairy Industry -- Exploiting Sample-Data Distributions to Reduce the Cost of Nearest-Neighbor Searches with Kd-Trees -- Pump Failure Detection Using Support Vector Data Descriptions -- Data Mining for the Detection of Turning Points in Financial Time Series -- Computer-Assisted Classification of Legal Abstracts -- Sequential Control Logic Inferring Method from Observed Plant I/O Data -- Evaluating an Eye Screening Test -- Application of Rough Sets Algorithms to Prediction of Aircraft Component Failure -- Media Mining -- Exploiting Structural Information for Text Classification on the WWW -- Multi-agent Web Information Retrieval: Neural Network Based Approach -- Adaptive Information Filtering Algorithms -- A Conceptual Graph Approach for Video Data Representation and Retrieval.
Record Nr. UNINA-9910143456603321
Berlin ; ; Heidelberg : , : Springer, , [1999]
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Advances in intelligent data analysis : third international symposium, IDA-99, Amsterdam, the Netherlands, August 9-11, 1999 : proceedings / / David J. Hand, Joost N. Kok, Michael R. Berthold (editors)
Advances in intelligent data analysis : third international symposium, IDA-99, Amsterdam, the Netherlands, August 9-11, 1999 : proceedings / / David J. Hand, Joost N. Kok, Michael R. Berthold (editors)
Edizione [1st ed. 1999.]
Pubbl/distr/stampa Berlin ; ; Heidelberg : , : Springer, , [1999]
Descrizione fisica 1 online resource (XII, 544 p.)
Disciplina 519.5
Collana Lecture Notes in Computer Science
Soggetto topico Mathematical statistics
ISBN 3-540-48412-4
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Learning -- From Theoretical Learnability to Statistical Measures of the Learnable -- ALM: A Methodology for Designing Accurate Linguistic Models for Intelligent Data Analysis -- A “Top-Down and Prune” Induction Scheme for Constrained Decision Committees -- Mining Clusters with Association Rules -- Evolutionary Computation to Search for Strongly Correlated Variables in High-Dimensional Time-Series -- The Biases of Decision Tree Pruning Strategies -- Feature Selection as Retrospective Pruning in Hierarchical Clustering -- Discriminative Power of Input Features in a Fuzzy Model -- Learning Elements of Representations for Redescribing Robot Experiences -- “Seeing“ Objects in Spatial Datasets -- Intelligent Monitoring Method Using Time Varying Binomial Distribution Models for Pseudo-Periodic Communication Traffic -- Visualization -- Monitoring Human Information Processing via Intelligent Data Analysis of EEG Recordings -- Knowledge-Based Visualization to Support Spatial Data Mining -- Probabilistic Topic Maps: Navigating through Large Text Collections -- 3D Grand Tour for Multidimensional Data and Clusters -- Classification and Clustering -- A Decision Tree Algorithm for Ordinal Classification -- Discovering Dynamics Using Bayesian Clustering -- Integrating Declarative Knowledge in Hierarchical Clustering Tasks -- Nonparametric Linear Discriminant Analysis by Recursive Optimization with Random Initialization -- Supervised Classification Problems: How to Be Both Judge and Jury -- Temporal Pattern Generation Using Hidden Markov Model Based Unsupervised Classification -- Exploiting Similarity for Supporting Data Analysis and Problem Solving -- Multiple Prototype Model for Fuzzy Clustering -- A Comparison of Genetic Programming Variants for Data Classification -- Fuzzy Clustering Based on Modified Distance Measures -- Building Classes in Object-Based Languages by Automatic Clustering -- Integration -- Adjusted Estimation for the Combination of Classifiers -- Data-Driven Theory Refinement Using KBDistAl -- Reasoning about Input-Output Modeling of Dynamical Systems -- Undoing Statistical Advice -- A Method for Temporal Knowledge Conversion -- Applications -- Intrusion Detection through Behavioral Data -- Bayesian Neural Network Learning for Prediction in the Australian Dairy Industry -- Exploiting Sample-Data Distributions to Reduce the Cost of Nearest-Neighbor Searches with Kd-Trees -- Pump Failure Detection Using Support Vector Data Descriptions -- Data Mining for the Detection of Turning Points in Financial Time Series -- Computer-Assisted Classification of Legal Abstracts -- Sequential Control Logic Inferring Method from Observed Plant I/O Data -- Evaluating an Eye Screening Test -- Application of Rough Sets Algorithms to Prediction of Aircraft Component Failure -- Media Mining -- Exploiting Structural Information for Text Classification on the WWW -- Multi-agent Web Information Retrieval: Neural Network Based Approach -- Adaptive Information Filtering Algorithms -- A Conceptual Graph Approach for Video Data Representation and Retrieval.
Record Nr. UNISA-996465733803316
Berlin ; ; Heidelberg : , : Springer, , [1999]
Materiale a stampa
Lo trovi qui: Univ. di Salerno
Opac: Controlla la disponibilità qui
From GDP to sustainable wellbeing : changing statistics or changing lives? / / Paul Allin, David J. Hand
From GDP to sustainable wellbeing : changing statistics or changing lives? / / Paul Allin, David J. Hand
Autore Allin Paul
Edizione [1st edition 2021.]
Pubbl/distr/stampa Cham : , : Springer International Publishing : , : Imprint : Palgrave Pivot, , 2021
Descrizione fisica 1 online resource (159 pages) : illustrations
Disciplina 310
Collana Wellbeing in Politics and Policy
Soggetto topico Public policy
Social sciences - Philosophy
Human comfort
Public Policy
Social Philosophy
ISBN 3-030-53085-X
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto 1.Introduction -- 2.Setting the scene -- 3.Using statistics to assess progress -- 4.Statistics and public policy -- 5.Wider audiences for new measures of progress -- 6.Inputs and outputs: Data science and the role of media -- 7.Conclusion.
Record Nr. UNINA-9910483192903321
Allin Paul  
Cham : , : Springer International Publishing : , : Imprint : Palgrave Pivot, , 2021
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
From GDP to sustainable wellbeing : changing statistics or changing lives? / / Paul Allin, David J. Hand
From GDP to sustainable wellbeing : changing statistics or changing lives? / / Paul Allin, David J. Hand
Autore Allin Paul
Edizione [1st edition 2021.]
Pubbl/distr/stampa Springer International Publishing, 2021
Descrizione fisica 1 online resource (159 pages) : illustrations
Disciplina 310
320
Collana Wellbeing in Politics and Policy
Soggetto topico Public policy
Social sciences - Philosophy
Human comfort
Public Policy
Social Philosophy
ISBN 3-030-53085-X
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto 1.Introduction -- 2.Setting the scene -- 3.Using statistics to assess progress -- 4.Statistics and public policy -- 5.Wider audiences for new measures of progress -- 6.Inputs and outputs: Data science and the role of media -- 7.Conclusion.
Record Nr. UNINA-9910863198903321
Allin Paul  
Springer International Publishing, 2021
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui