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Modeling Decision for Artificial Intelligence [[electronic resource] ] : 8th International Conference, MDAI 2011, Changsha, Hunan, China, July 28-30, 2011, Proceedings / / edited by Vicenc Torra, Yasuo Narukawa, Jianping Yin, Jun Long
| Modeling Decision for Artificial Intelligence [[electronic resource] ] : 8th International Conference, MDAI 2011, Changsha, Hunan, China, July 28-30, 2011, Proceedings / / edited by Vicenc Torra, Yasuo Narukawa, Jianping Yin, Jun Long |
| Edizione | [1st ed. 2011.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2011 |
| Descrizione fisica | 1 online resource (XIII, 259 p.) |
| Disciplina | 006.3 |
| Collana | Lecture Notes in Artificial Intelligence |
| Soggetto topico |
Artificial intelligence
Application software Data mining Database management Computer communication systems Algorithms Artificial Intelligence Information Systems Applications (incl. Internet) Data Mining and Knowledge Discovery Database Management Computer Communication Networks Algorithm Analysis and Problem Complexity |
| ISBN | 3-642-22589-6 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNISA-996465750303316 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2011 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Modeling Decisions for Artificial Intelligence [[electronic resource] ] : 12th International Conference, MDAI 2015, Skövde, Sweden, September 21-23, 2015, Proceedings / / edited by Vicenc Torra, Torra Narukawa
| Modeling Decisions for Artificial Intelligence [[electronic resource] ] : 12th International Conference, MDAI 2015, Skövde, Sweden, September 21-23, 2015, Proceedings / / edited by Vicenc Torra, Torra Narukawa |
| Edizione | [1st ed. 2015.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015 |
| Descrizione fisica | 1 online resource (XXVI, 243 p. 39 illus.) |
| Disciplina | 006.3015118 |
| Collana | Lecture Notes in Artificial Intelligence |
| Soggetto topico |
Pattern recognition
Data mining Application software Information storage and retrieval Numerical analysis Artificial intelligence Pattern Recognition Data Mining and Knowledge Discovery Information Systems Applications (incl. Internet) Information Storage and Retrieval Numeric Computing Artificial Intelligence |
| ISBN | 3-319-23240-1 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- Organization -- Abstracts of Invited Talks -- Modeling the Complex Search Space of DataPrivacy Problems -- Classifying Large Graphswith Differential Privacy -- Statistical Forecasting Using Belief Functions -- Preference Learning: Machine Learning MeetsPreference Modeling -- Game-Theoretic Approaches to DecisionMaking in Cyber-Physical Systems Security(Extended Abstract) -- Contents -- Invited Paper -- Classifying Large Graphs with Differential Privacy -- 1 Introduction -- 2 Background -- 2.1 Graph Kernels -- 2.2 Differential Privacy and Graphs -- 3 Private Kernels for Large Graphs -- 3.1 Private Graphlet Kernels -- 3.2 Private p-random Walk Kernels -- 4 Scaling Private Graphlet Kernels -- 4.1 Differential Privacy with Sampling -- 5 Experiments -- 5.1 Datasets -- 5.2 Experimental Setup -- 5.3 Classification Results -- 5.4 Sampling the Private Graphlet Kernel -- 6 Related Work -- 7 Conclusions -- References -- Aggregation Operators and Decision Making -- Extremal Completions of Triangular Norms Known on a Subregion of the Unit Interval -- 1 Introduction -- 2 Basic Notions and Results -- 3 Extremal Extensions of t-norms Without a Non-trivial Idempotent Element in [a,b] -- 3.1 Case When a=b -- 3.2 Case when a=0 -- 3.3 Case When b=1 -- 3.4 Case When 0 Spherical k-Means++ Clustering -- 1 Introduction -- 2 Preparation -- 2.1 Spherical k-Means Clustering -- 3 Extension of Dissimilarity in SKM -- 4 Analysis -- 4.1 Preliminary Step -- 4.2 Main Step -- 5 Spherical k-Means++ -- 6 Conclusion -- References -- On Possibilistic Clustering Methods Based on Shannon/Tsallis-Entropy for Spherical Data and Categorical Multivariate Data -- 1 Introduction -- 2 Preliminaries -- 2.1 Notation, Fuzzyc-Means, and Its Variants -- 2.2 Possibilistic Clustering -- 2.3 Fuzzy Clustering for Spherical Data -- 2.4 Fuzzy Clustering for Categorical Multivariate Data -- 3 Proposed Method -- 3.1 Modifying ePCM and tPCM -- 3.2 Possibilistic Clustering for Spherical Data -- 3.3 Possibilistic Clustering for Categorical Multivariate Data -- 4 Numerical Example -- 5 Conclusions -- References -- A Unified Theory of Fuzzy c-Means Clustering Models with Improved Partition -- 1 Introduction -- 2 Background -- 2.1 The Fuzzy c-Means Algorithm -- 2.2 Fuzzy c-Means with Improved Partition -- 2.3 Suppression of Fuzzy c-Means -- 3 The Unified Framework -- 4 Comparative Evaluation -- 5 Conclusions -- References -- Data Mining and Data Privacy -- Effective MVU via Central Prototypes and Kernel Ridge Regression -- 1 Introduction -- 2 Maximum Variance Unfolding -- 3 Selective MVU -- 3.1 Central Prototypes Selection -- 3.2 Complexity of Selective MVU -- 4 Experiments and Results -- 5 Conclusions and Future Extensions -- References -- Cooperative Multi-agent Learning in a Large Dynamic Environment -- 1 Introduction -- 2 Problem Statement -- 3 A Review of the D-DCM-MultiQ Method -- 3.1 Failure to Complete the Hunting Task (Blockage of Learning) -- 3.2 Inappropriate Dynamic Scenario -- 4 Our Proposed Learning Approach for Cooperative Multi-agents Systems in Dynamic Environments -- 4.1 First Proposal: The Action Selection Strategy. 4.2 Second Proposal: The Proposed Learning Method Strategy -- 5 Experiments and Analysis -- 5.1 Impact of Least Recently Visited States on the Selection of the Next State -- 5.2 Impact of Increasing the Number of Agents on Learning Performance -- 6 Conclusion -- References -- Optimized and Parallel Query Processing in Similarity-Based Databases -- 1 Introduction -- 2 Generalized Relational Model of Data -- 3 Query Processing -- 3.1 Compilation -- 3.2 Optimizations -- 4 Parallel Query Processing and Experimental Evaluation -- References -- An Evaluation of Edge Modification Techniques for Privacy-Preserving on Graphs -- 1 Introduction -- 1.1 Our Contributions -- 1.2 Notation -- 1.3 Roadmap -- 2 Edge Modification Techniques -- 3 Evaluating Framework -- 3.1 Tested Networks -- 3.2 Information Loss Measures -- 4 Experimental Results -- 5 Conclusions -- References -- Co-utile Collaborative Anonymization of Microdata -- 1 Introduction -- 1.1 Contribution and Plan of this Paper -- 2 Related Work -- 3 Collaborative Anonymization: Requirements and Justification -- 4 Collaborative k-Anonymity -- 5 Collaborative Masking of Confidential Data -- 6 Conclusions and Future Research -- A k-Anonymity -- B Reverse Mapping -- C Co-utility -- References -- Generalization-Based k-Anonymization -- 1 Introduction -- 2 Preliminaries -- 3 An Algorithm for k-Anonymization -- 4 Experiments -- 5 Conclusions -- References -- Logics -- The Complexity of 3-Valued Łukasiewicz Rules -- 1 Introduction -- 2 Preliminaries -- 3 Complexity of the Satisfiability Problem of 3-Valued Łukasiewicz Rules -- 4 Conclusions -- References -- Information Theory for Subjective Logic -- 1 Introduction -- 2 Ellsberg Paradox -- 3 Opinion Representation in Subjective Logic -- 4 Information Theory -- 5 Pignistic Entropy -- 6 Aggregate Uncertainty Entropy -- 7 Ambiguity Entropy -- 7.1 Belief Entropy. 7.2 Conceivability Entropy -- 8 Conclusion -- References -- Author Index. |
| Record Nr. | UNISA-996200362303316 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
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Modeling Decisions for Artificial Intelligence [[electronic resource] ] : First International Conference, MDAI 2004, Barcelona, Spain, August 2-4, 2004, Proceedings / / edited by Vicenc Torra, Yasuo Narukawa
| Modeling Decisions for Artificial Intelligence [[electronic resource] ] : First International Conference, MDAI 2004, Barcelona, Spain, August 2-4, 2004, Proceedings / / edited by Vicenc Torra, Yasuo Narukawa |
| Edizione | [1st ed. 2004.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2004 |
| Descrizione fisica | 1 online resource (XI, 330 p.) |
| Disciplina | 006.3/01/5118 |
| Collana | Lecture Notes in Artificial Intelligence |
| Soggetto topico |
Artificial intelligence
Mathematical logic Computers Database management Computer simulation Operations research Decision making Artificial Intelligence Mathematical Logic and Formal Languages Computation by Abstract Devices Database Management Simulation and Modeling Operations Research/Decision Theory |
| ISBN |
3-540-27774-9
3-540-22555-2 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Invited Talks -- to RoboCup Research in Japan -- Fuzzy Integrals -- Fuzzy Qualitative Models to Evaluate the Quality on the Web -- Multisets and Fuzzy Multisets as a Framework of Information Systems -- Regular Papers -- Stock Price Forecasting: Statistical, Classical and Fuzzy Neural Network Approach -- Wavelet Time Shift Properties Integration with Support Vector Machines -- A Study on Weighting Training Patterns for Fuzzy Rule-Based Classification Systems -- A Machine Learning Approach for Modeling Algorithm Performance Predictors -- A Novel Network Traffic Analysis Method Based on Fuzzy Association Rules -- Quantum Computing Based Machine Learning Method and Its Application in Radar Emitter Signal Recognition -- Modeling the Distributed Control of the Lower Urinary Tract Using a Multiagent System -- Mining Diagnostic Taxonomy Using Interval-Based Similarity from Clinical Databases -- Combining Multiple Classifiers Using Dempster’s Rule of Combination for Text Categorization -- An Empirical Analysis of Assessment Errors for Weights and Andness in LSP Criteria -- Reliability of LSP Criteria -- Unsupervised Aggregation by the Choquet Integral Based on Entropy Functionals: Application to the Evaluation of Students -- Preservation of Distinguished Fuzzy Measure Classes by Distortion -- Decision Modelling Using the Choquet Integral -- Measurements of Consensus in Multi-granular Linguistic Group Decision-Making -- On Detecting Interactions in Hayashi’s Second Method of Quantification -- A Generalization of Symbolic Data Analysis Allowing the Processing of Fuzzy Granules -- A Learning Procedure to Estimate Missing Values in Fuzzy Preference Relations Based on Additive Consistency -- Decision Making in a Dynamic System Based on Aggregated Fuzzy Preferences -- Object Positioning Based on Partial Preferences -- A Comparative Study of Clustering Methods for Long Time-Series Medical Databases -- Fuzzy Multiset Model and Methods of Nonlinear Document Clustering for Information Retrieval -- A Feature Weighting Approach to Building Classification Models by Interactive Clustering -- A Framework for Representation and Manipulation of Vague Knowledge -- Comparing Transitive Closure with a New T-transitivization Method -- On the Interpretation of Some Fuzzy Integrals. |
| Record Nr. | UNINA-9910144170203321 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2004 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Privacy in Statistical Databases [[electronic resource] ] : CASC Project International Workshop, PSD 2004, Barcelona, Spain, June 9-11, 2004, Proceedings / / edited by Josep Domingo-Ferrer, Vicenc Torra
| Privacy in Statistical Databases [[electronic resource] ] : CASC Project International Workshop, PSD 2004, Barcelona, Spain, June 9-11, 2004, Proceedings / / edited by Josep Domingo-Ferrer, Vicenc Torra |
| Edizione | [1st ed. 2004.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2004 |
| Descrizione fisica | 1 online resource (X, 374 p.) |
| Disciplina | 005.8 |
| Collana | Lecture Notes in Computer Science |
| Soggetto topico |
Data structures (Computer science)
Data encryption (Computer science) Database management Mathematical statistics Computers and civilization Computers Law and legislation Data Structures and Information Theory Cryptology Database Management Probability and Statistics in Computer Science Computers and Society Legal Aspects of Computing |
| ISBN |
1-280-30771-4
9786610307715 3-540-25955-4 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Foundations of Tabular Protection -- Survey on Methods for Tabular Data Protection in ARGUS -- Data Swapping: Variations on a Theme by Dalenius and Reiss -- Bounds for Cell Entries in Two-Way Tables Given Conditional Relative Frequencies -- Methods for Tabular Protection -- A New Tool for Applying Controlled Rounding to a Statistical Table in Microsoft Excel -- Getting the Best Results in Controlled Rounding with the Least Effort -- Computational Experiments with Minimum-Distance Controlled Perturbation Methods -- Balancing Quality and Confidentiality for Multivariate Tabular Data -- Reducing the Set of Tables ? -ARGUS Considers in a Hierarchical Setting -- Approaches to Identify the Amount of Publishable Information in Business Surveys through Waivers -- Maximum Utility-Minimum Information Loss Table Server Design for Statistical Disclosure Control of Tabular Data -- A Fast Network Flows Heuristic for Cell Suppression in Positive Tables -- Masking for Microdata Protection -- On the Security of Noise Addition for Privacy in Statistical Databases -- Microaggregation for Categorical Variables: A Median Based Approach -- Evaluating Fuzzy Clustering Algorithms for Microdata Protection -- To Blank or Not to Blank? A Comparison of the Effects of Disclosure Limitation Methods on Nonlinear Regression Estimates -- Outlier Protection in Continuous Microdata Masking -- Risk in Microdata Protection -- Re-identification Methods for Masked Microdata -- Masking and Re-identification Methods for Public-Use Microdata: Overview and Research Problems -- A Bayesian Hierarchical Model Approach to Risk Estimation in Statistical Disclosure Limitation -- Individual Risk Estimation in ?-Argus: A Review -- Analysis of Re-identification Risk Based on Log-Linear Models -- Synthetic Data -- New Approaches to Confidentiality Protection: Synthetic Data, Remote Access and Research Data Centers -- Multiply-Imputing Confidential Characteristics and File Links in Longitudinal Linked Data -- Fast Generation of Accurate Synthetic Microdata -- Software and Case Studies -- Trade-Off between Disclosure Risk and Information Loss Using Multivariate Microaggregation: A Case Study on Business Data -- The ARGUS Software in the CASC-Project -- Different Grades of Statistical Disclosure Control Correlated with German Statistics Law -- Developing Adoptable Disclosure Protection Techniques: Lessons Learned from a U.S. Experience -- Privacy Preserving and Data Mining in an On-Line Statistical Database of Additive Type. |
| Record Nr. | UNISA-996466234503316 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2004 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
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