Advances in Intelligent Data Analysis [[electronic resource] ] : 4th International Conference, IDA 2001, Cascais, Portugal, September 13-15, 2001. Proceedings / / edited by Frank Hoffmann, David J Hand, Niall M. Adams, Douglas Fisher, Gabriela Guimaraes |
Edizione | [1st ed. 2001.] |
Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2001 |
Descrizione fisica | 1 online resource (XII, 388 p.) |
Disciplina | 519.5 |
Collana | Lecture Notes in Computer Science |
Soggetto topico |
Database management
Artificial intelligence Computers Information storage and retrieval Mathematical statistics Pattern recognition Database Management Artificial Intelligence Theory of Computation Information Storage and Retrieval Probability and Statistics in Computer Science Pattern Recognition |
ISBN | 3-540-44816-0 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | The Fourth International Symposium on Intelligent Data Analysis -- Feature Characterization in Scientific Datasets -- Relevance Feedback in the Bayesian Network Retrieval Model: An Approach Based on Term Instantiation -- Generating Fuzzy Summaries From Fuzzy Multidimensional Databases -- A Mixture-of-Experts Framework for Learning from Imbalanced Data Sets -- Predicting Time-Varying Functions with Local Models -- Building Models of Ecological Dynamics Using HMM Based Temporal Data Clustering — A Preliminary Study -- Tagging with Small Training Corpora -- A Search Engine for Morphologically Complex Languages -- Errors Detection and Correction in Large Scale Data Collecting -- A New Framework to Assess Association Rules -- Communities of Interest -- An Evaluation of Grading Classifiers -- Finding Informative Rules in Interval Sequences -- Correlation-Based and Contextual Merit-Based Ensemble Feature Selection -- Nonmetric Multidimensional Scaling with Neural Networks -- Functional Trees for Regression -- Data Mining with Products of Trees -- S 3Bagging: Fast Classifier Induction Method with Subsampling and Bagging -- RNA-Sequence-Structure Properties and Selenocysteine Insertion -- An Algorithm for Segmenting Categorical Time Series into Meaningful Episodes -- An Empirical Comparison of Pruning Methods for Ensemble Classifiers -- A framework for Modelling Short, High-Dimensional Multivariate Time Series: Preliminary Results in Virus Gene Expression Data Analysis -- Using Multiattribute Prediction Suffix Graphs for Spanish Part-of-Speech Tagging -- Self-Supervised Chinese Word Segmentation -- Analyzing Data Clusters: A Rough Sets Approach to Extract Cluster-Defining Symbolic Rules -- Finding Polynomials to Fit Multivariate Data Having Numeric and Nominal Variables -- Fluent Learning: Elucidating the Structure of Episodes -- An Intelligent Decision Support Model for Aviation Weather Forcasting -- MAMBO: Discovering Association Rules Based on Conditional Independencies -- Model Building for Random Fields -- Active Hidden Markov Models for Information Extraction -- Adaptive Lightweight Text Filtering -- General Algorithm for Approximate Inference in Multiply Sectioned Bayesian Networks -- Investigating Temporal Patterns of Fault Behaviour Within Large Telephony Networks -- Closed Set Based Discovery of Representative Association Rules -- Intelligent Sensor Analysis and Actuator Control -- Sampling of Highly Correlated Data for Polynomial Regression and Model Discovery -- The IDA’01 Robot Data Challenge -- The IDA’01 Robot Data Challenge. |
Record Nr. | UNINA-9910143620403321 |
Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2001 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
|
Advances in Intelligent Data Analysis [[electronic resource] ] : 4th International Conference, IDA 2001, Cascais, Portugal, September 13-15, 2001. Proceedings / / edited by Frank Hoffmann, David J Hand, Niall M. Adams, Douglas Fisher, Gabriela Guimaraes |
Edizione | [1st ed. 2001.] |
Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2001 |
Descrizione fisica | 1 online resource (XII, 388 p.) |
Disciplina | 519.5 |
Collana | Lecture Notes in Computer Science |
Soggetto topico |
Database management
Artificial intelligence Computers Information storage and retrieval Mathematical statistics Pattern recognition Database Management Artificial Intelligence Theory of Computation Information Storage and Retrieval Probability and Statistics in Computer Science Pattern Recognition |
ISBN | 3-540-44816-0 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | The Fourth International Symposium on Intelligent Data Analysis -- Feature Characterization in Scientific Datasets -- Relevance Feedback in the Bayesian Network Retrieval Model: An Approach Based on Term Instantiation -- Generating Fuzzy Summaries From Fuzzy Multidimensional Databases -- A Mixture-of-Experts Framework for Learning from Imbalanced Data Sets -- Predicting Time-Varying Functions with Local Models -- Building Models of Ecological Dynamics Using HMM Based Temporal Data Clustering — A Preliminary Study -- Tagging with Small Training Corpora -- A Search Engine for Morphologically Complex Languages -- Errors Detection and Correction in Large Scale Data Collecting -- A New Framework to Assess Association Rules -- Communities of Interest -- An Evaluation of Grading Classifiers -- Finding Informative Rules in Interval Sequences -- Correlation-Based and Contextual Merit-Based Ensemble Feature Selection -- Nonmetric Multidimensional Scaling with Neural Networks -- Functional Trees for Regression -- Data Mining with Products of Trees -- S 3Bagging: Fast Classifier Induction Method with Subsampling and Bagging -- RNA-Sequence-Structure Properties and Selenocysteine Insertion -- An Algorithm for Segmenting Categorical Time Series into Meaningful Episodes -- An Empirical Comparison of Pruning Methods for Ensemble Classifiers -- A framework for Modelling Short, High-Dimensional Multivariate Time Series: Preliminary Results in Virus Gene Expression Data Analysis -- Using Multiattribute Prediction Suffix Graphs for Spanish Part-of-Speech Tagging -- Self-Supervised Chinese Word Segmentation -- Analyzing Data Clusters: A Rough Sets Approach to Extract Cluster-Defining Symbolic Rules -- Finding Polynomials to Fit Multivariate Data Having Numeric and Nominal Variables -- Fluent Learning: Elucidating the Structure of Episodes -- An Intelligent Decision Support Model for Aviation Weather Forcasting -- MAMBO: Discovering Association Rules Based on Conditional Independencies -- Model Building for Random Fields -- Active Hidden Markov Models for Information Extraction -- Adaptive Lightweight Text Filtering -- General Algorithm for Approximate Inference in Multiply Sectioned Bayesian Networks -- Investigating Temporal Patterns of Fault Behaviour Within Large Telephony Networks -- Closed Set Based Discovery of Representative Association Rules -- Intelligent Sensor Analysis and Actuator Control -- Sampling of Highly Correlated Data for Polynomial Regression and Model Discovery -- The IDA’01 Robot Data Challenge -- The IDA’01 Robot Data Challenge. |
Record Nr. | UNISA-996465821703316 |
Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2001 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. di Salerno | ||
|
Computational Intelligence for Knowledge-Based System Design [[electronic resource] ] : 13th IPMU Conference, Dortmund, Germany, June 28 - July 2, 2010. Proceedings / / edited by Eyke Hüllermeier, Rudolf Kruse, Frank Hoffmann |
Edizione | [1st ed. 2010.] |
Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2010 |
Descrizione fisica | 1 online resource (XVII, 771 p. 183 illus.) |
Disciplina | 006.33 |
Collana | Lecture Notes in Artificial Intelligence |
Soggetto topico |
Artificial intelligence
Computer programming Programming languages (Electronic computers) Database management Application software Computers Artificial Intelligence Programming Techniques Programming Languages, Compilers, Interpreters Database Management Information Systems Applications (incl. Internet) Computation by Abstract Devices |
ISBN |
1-280-38758-0
9786613565501 3-642-14049-1 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | Machine Learning and Data Mining -- Towards a Conscious Choice of a Fuzzy Similarity Measure: A Qualitative Point of View -- A Stochastic Treatment of Similarity -- Order-Based Equivalence Degrees for Similarity and Distance Measures -- Comparing Partitions by Subset Similarities -- Finitely Valued Indistinguishability Operators -- Discovering Rules-Based Similarity in Microarray Data -- Fuzzy Clustering of Incomplete Data Based on Cluster Dispersion -- Automatic Detection of Active Region on EUV Solar Images Using Fuzzy Clustering -- On Dynamic Soft Dimension Reduction in Evolving Fuzzy Classifiers -- Multi-class Imbalanced Data-Sets with Linguistic Fuzzy Rule Based Classification Systems Based on Pairwise Learning -- Probabilistic Rough Set Approaches to Ordinal Classification with Monotonicity Constraints -- Web Page Classification: A Probabilistic Model with Relational Uncertainty -- Evidential Multi-Label Classification Approach to Learning from Data with Imprecise Labels -- A K-Nearest Neighbours Method Based on Lower Previsions -- Fuzzy Probabilities: Tentative Discussions on the Mathematical Concepts -- On Dealing with Imprecise Information in a Content Based Image Retrieval System -- An Extension of Stochastic Dominance to Fuzzy Random Variables -- Correlation of Intuitionistic Fuzzy Sets -- A Correlation Ratio for Possibility Distributions -- On Nonparametric Predictive Inference for Ordinal Data -- Using Cloudy Kernels for Imprecise Linear Filtering -- Peakedness and Generalized Entropy for Continuous Density Functions -- The Most Representative Utility Function for Non-Additive Robust Ordinal Regression -- Alternative Normalization Schemas for Bayesian Confirmation Measures -- Gender and Age Estimation from Synthetic Face Images -- Attribute Value Selection Considering the Minimum Description Length Approach and Feature Granularity -- Possibility Theory and Formal Concept Analysis: Context Decomposition and Uncertainty Handling -- A Parallel between Extended Formal Concept Analysis and Bipartite Graphs Analysis -- Negotiation as Creative Social Interaction Using Concept Hierarchies -- Estimating Top-k Destinations in Data Streams -- A Data Mining Algorithm for Inducing Temporal Constraint Networks -- Analysis of the Time Evolution of Scientograms Using the Subdue Graph Mining Algorithm -- Short-Time Prediction Based on Recognition of Fuzzy Time Series Patterns -- Time Series Comparison Using Linguistic Fuzzy Techniques -- Granular Approach for Evolving System Modeling -- Data Mining in Precision Agriculture: Management of Spatial Information -- Fuzzy Multivariable Gaussian Evolving Approach for Fault Detection and Diagnosis -- Dispersion Estimates for Telecommunications Fraud -- The Link Prediction Problem in Bipartite Networks -- Aggregation and Fusion -- Symmetrization of Modular Aggregation Functions -- Smooth Aggregation Functions on Finite Scales -- Dual Representable Aggregation Functions and Their Derived S-Implications -- Aggregation Functions with Stronger Types of Monotonicity -- Some Remarks on the Characterization of Idempotent Uninorms -- On the Median and Its Extensions -- Evidential Combination of Multiple HMM Classifiers for Multi-script Handwriting Recognition -- Using Uncertainty Information to Combine Soft Classifications -- Performance Evaluation of a Fusion System Devoted to Image Interpretation -- A New Adaptive Consensus Reaching Process Based on the Experts’ Importance -- On the Robustness for the Choquet Integral -- Explicit Descriptions of Bisymmetric Sugeno Integrals -- Learning Fuzzy-Valued Fuzzy Measures for the Fuzzy-Valued Sugeno Fuzzy Integral -- Choquet Integration on Set Systems -- Necessity-Based Choquet Integrals for Sequential Decision Making under Uncertainty -- A Fuzzy-Rule-Based Approach to Contextual Preference Queries -- Extracting and Modelling Preferences from Dialogue -- Argumentation Framework with Fuzzy Preference Relations -- An Algorithm for Generating Consistent and Transitive Approximations of Reciprocal Preference Relations -- Preference Modeling and Model Management for Interactive Multi-objective Evolutionary Optimization -- Dominance-Based Rough Set Approach to Preference Learning from Pairwise Comparisons in Case of Decision under Uncertainty -- Uncertainty Handling -- Trimming Plethoric Answers to Fuzzy Queries: An Approach Based on Predicate Correlation -- Searching Aligned Groups of Objects with Fuzzy Criteria -- How to Translate Words into Numbers? A Fuzzy Approach for the Numerical Translation of Verbal Probabilities -- Plateau Regions: An Implementation Concept for Fuzzy Regions in Spatial Databases and GIS -- Genuine Linguistic Fuzzy Logic Control: Powerful and Successful Control Method -- Cytoplasm Contour Approximation Based on Color Fuzzy Sets and Color Gradient -- Keeping Secrets in Possibilistic Knowledge Bases with Necessity-Valued Privacy Policies -- Inference with Fuzzy and Probabilistic Information -- Modelling Patterns of Evidence in Bayesian Networks: A Case-Study in Classical Swine Fever -- An Importance Sampling Approach to Integrate Expert Knowledge When Learning Bayesian Networks From Data -- Conflicts within and between Belief Functions -- Consonant Continuous Belief Functions Conflicts Calculation -- Credal Sets Approximation by Lower Probabilities: Application to Credal Networks -- Rule Discovery Process Based on Rough Sets under the Belief Function Framework -- Independent Natural Extension -- On Elementary Extensions in Fuzzy Predicate Logics -- Logical Proportions – Typology and Roadmap. |
Record Nr. | UNISA-996465844803316 |
Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2010 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. di Salerno | ||
|
Computational Intelligence for Knowledge-Based System Design [[electronic resource] ] : 13th IPMU Conference, Dortmund, Germany, June 28 - July 2, 2010. Proceedings / / edited by Eyke Hüllermeier, Rudolf Kruse, Frank Hoffmann |
Edizione | [1st ed. 2010.] |
Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2010 |
Descrizione fisica | 1 online resource (XVII, 771 p. 183 illus.) |
Disciplina | 006.33 |
Collana | Lecture Notes in Artificial Intelligence |
Soggetto topico |
Artificial intelligence
Computer programming Programming languages (Electronic computers) Database management Application software Computers Artificial Intelligence Programming Techniques Programming Languages, Compilers, Interpreters Database Management Information Systems Applications (incl. Internet) Computation by Abstract Devices |
ISBN |
1-280-38758-0
9786613565501 3-642-14049-1 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | Machine Learning and Data Mining -- Towards a Conscious Choice of a Fuzzy Similarity Measure: A Qualitative Point of View -- A Stochastic Treatment of Similarity -- Order-Based Equivalence Degrees for Similarity and Distance Measures -- Comparing Partitions by Subset Similarities -- Finitely Valued Indistinguishability Operators -- Discovering Rules-Based Similarity in Microarray Data -- Fuzzy Clustering of Incomplete Data Based on Cluster Dispersion -- Automatic Detection of Active Region on EUV Solar Images Using Fuzzy Clustering -- On Dynamic Soft Dimension Reduction in Evolving Fuzzy Classifiers -- Multi-class Imbalanced Data-Sets with Linguistic Fuzzy Rule Based Classification Systems Based on Pairwise Learning -- Probabilistic Rough Set Approaches to Ordinal Classification with Monotonicity Constraints -- Web Page Classification: A Probabilistic Model with Relational Uncertainty -- Evidential Multi-Label Classification Approach to Learning from Data with Imprecise Labels -- A K-Nearest Neighbours Method Based on Lower Previsions -- Fuzzy Probabilities: Tentative Discussions on the Mathematical Concepts -- On Dealing with Imprecise Information in a Content Based Image Retrieval System -- An Extension of Stochastic Dominance to Fuzzy Random Variables -- Correlation of Intuitionistic Fuzzy Sets -- A Correlation Ratio for Possibility Distributions -- On Nonparametric Predictive Inference for Ordinal Data -- Using Cloudy Kernels for Imprecise Linear Filtering -- Peakedness and Generalized Entropy for Continuous Density Functions -- The Most Representative Utility Function for Non-Additive Robust Ordinal Regression -- Alternative Normalization Schemas for Bayesian Confirmation Measures -- Gender and Age Estimation from Synthetic Face Images -- Attribute Value Selection Considering the Minimum Description Length Approach and Feature Granularity -- Possibility Theory and Formal Concept Analysis: Context Decomposition and Uncertainty Handling -- A Parallel between Extended Formal Concept Analysis and Bipartite Graphs Analysis -- Negotiation as Creative Social Interaction Using Concept Hierarchies -- Estimating Top-k Destinations in Data Streams -- A Data Mining Algorithm for Inducing Temporal Constraint Networks -- Analysis of the Time Evolution of Scientograms Using the Subdue Graph Mining Algorithm -- Short-Time Prediction Based on Recognition of Fuzzy Time Series Patterns -- Time Series Comparison Using Linguistic Fuzzy Techniques -- Granular Approach for Evolving System Modeling -- Data Mining in Precision Agriculture: Management of Spatial Information -- Fuzzy Multivariable Gaussian Evolving Approach for Fault Detection and Diagnosis -- Dispersion Estimates for Telecommunications Fraud -- The Link Prediction Problem in Bipartite Networks -- Aggregation and Fusion -- Symmetrization of Modular Aggregation Functions -- Smooth Aggregation Functions on Finite Scales -- Dual Representable Aggregation Functions and Their Derived S-Implications -- Aggregation Functions with Stronger Types of Monotonicity -- Some Remarks on the Characterization of Idempotent Uninorms -- On the Median and Its Extensions -- Evidential Combination of Multiple HMM Classifiers for Multi-script Handwriting Recognition -- Using Uncertainty Information to Combine Soft Classifications -- Performance Evaluation of a Fusion System Devoted to Image Interpretation -- A New Adaptive Consensus Reaching Process Based on the Experts’ Importance -- On the Robustness for the Choquet Integral -- Explicit Descriptions of Bisymmetric Sugeno Integrals -- Learning Fuzzy-Valued Fuzzy Measures for the Fuzzy-Valued Sugeno Fuzzy Integral -- Choquet Integration on Set Systems -- Necessity-Based Choquet Integrals for Sequential Decision Making under Uncertainty -- A Fuzzy-Rule-Based Approach to Contextual Preference Queries -- Extracting and Modelling Preferences from Dialogue -- Argumentation Framework with Fuzzy Preference Relations -- An Algorithm for Generating Consistent and Transitive Approximations of Reciprocal Preference Relations -- Preference Modeling and Model Management for Interactive Multi-objective Evolutionary Optimization -- Dominance-Based Rough Set Approach to Preference Learning from Pairwise Comparisons in Case of Decision under Uncertainty -- Uncertainty Handling -- Trimming Plethoric Answers to Fuzzy Queries: An Approach Based on Predicate Correlation -- Searching Aligned Groups of Objects with Fuzzy Criteria -- How to Translate Words into Numbers? A Fuzzy Approach for the Numerical Translation of Verbal Probabilities -- Plateau Regions: An Implementation Concept for Fuzzy Regions in Spatial Databases and GIS -- Genuine Linguistic Fuzzy Logic Control: Powerful and Successful Control Method -- Cytoplasm Contour Approximation Based on Color Fuzzy Sets and Color Gradient -- Keeping Secrets in Possibilistic Knowledge Bases with Necessity-Valued Privacy Policies -- Inference with Fuzzy and Probabilistic Information -- Modelling Patterns of Evidence in Bayesian Networks: A Case-Study in Classical Swine Fever -- An Importance Sampling Approach to Integrate Expert Knowledge When Learning Bayesian Networks From Data -- Conflicts within and between Belief Functions -- Consonant Continuous Belief Functions Conflicts Calculation -- Credal Sets Approximation by Lower Probabilities: Application to Credal Networks -- Rule Discovery Process Based on Rough Sets under the Belief Function Framework -- Independent Natural Extension -- On Elementary Extensions in Fuzzy Predicate Logics -- Logical Proportions – Typology and Roadmap. |
Record Nr. | UNINA-9910483703303321 |
Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2010 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
|
Proceedings - 30. Workshop Computational Intelligence : Berlin, 26. - 27. November 2020 |
Autore | Schulte Horst |
Pubbl/distr/stampa | Karlsruhe, : KIT Scientific Publishing, 2020 |
Descrizione fisica | 1 electronic resource (290 p.) |
Soggetto topico | Mechanical engineering & materials |
Soggetto non controllato |
Computational Intelligence
Data Mining Deep Learning Machinelles Lernen Evolutionäre Algorithmen Machine Learning Evolutionary Algorithms |
ISBN | 1000124139 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | ger |
Altri titoli varianti | Proceedings - 30. Workshop Computational Intelligence |
Record Nr. | UNINA-9910586568603321 |
Schulte Horst | ||
Karlsruhe, : KIT Scientific Publishing, 2020 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
|
Proceedings - 31. Workshop Computational Intelligence : Berlin, 25. - 26. November 2021 |
Autore | Schulte Horst |
Pubbl/distr/stampa | Karlsruhe, : KIT Scientific Publishing, 2021 |
Descrizione fisica | 1 electronic resource (320 p.) |
Soggetto topico | Mechanical engineering & materials |
Soggetto non controllato |
Maschinelles Lernen
Deep Learning Computational Intelligence Künstliche Intelligenz Neuronale Netze Maschine Learning Artificial Intelligence Neural Networks |
ISBN | 1000138532 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | ger |
Altri titoli varianti | Proceedings - 31. Workshop Computational Intelligence |
Record Nr. | UNINA-9910513700803321 |
Schulte Horst | ||
Karlsruhe, : KIT Scientific Publishing, 2021 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
|
Proceedings - 32. Workshop Computational Intelligence: Berlin, 1. - 2. Dezember 2022 |
Autore | Schulte Horst |
Pubbl/distr/stampa | Karlsruhe, : KIT Scientific Publishing, 2022 |
Descrizione fisica | 1 electronic resource (280 p.) |
Soggetto topico | Mechanical engineering & materials |
Soggetto non controllato |
Computational Intelligence
Maschinelles Lernen Deep Learning Fuzzy Systeme Datenanalyse Machine Learning Fuzzy Systems Data Mining |
ISBN | 1000151141 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | ger |
Altri titoli varianti | Proceedings - 32. Workshop Computational Intelligence |
Record Nr. | UNINA-9910634081903321 |
Schulte Horst | ||
Karlsruhe, : KIT Scientific Publishing, 2022 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
|