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 | ||
|
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 | ||
|
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 | ||
|
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 | ||
|