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Artificial intelligence research and development : current challenges, new trends and applications / / edited by Zoe Falomir, Karina Gibert and Enric Plaza
| Artificial intelligence research and development : current challenges, new trends and applications / / edited by Zoe Falomir, Karina Gibert and Enric Plaza |
| Pubbl/distr/stampa | Amsterdam ; ; Berlin ; ; Washington, DC : , : IOS Press, , [2018] |
| Descrizione fisica | 1 online resource (422 pages) |
| Disciplina | 006.3 |
| Collana | Frontiers in artificial intelligence and applications |
| Soggetto topico | Artificial intelligence |
| Soggetto genere / forma | Electronic books. |
| ISBN | 1-61499-918-X |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910467304403321 |
| Amsterdam ; ; Berlin ; ; Washington, DC : , : IOS Press, , [2018] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Artificial intelligence research and development : current challenges, new trends and applications / / edited by Zoe Falomir, Karina Gibert and Enric Plaza
| Artificial intelligence research and development : current challenges, new trends and applications / / edited by Zoe Falomir, Karina Gibert and Enric Plaza |
| Pubbl/distr/stampa | Amsterdam ; ; Berlin ; ; Washington, DC : , : IOS Press, , [2018] |
| Descrizione fisica | 1 online resource (422 pages) |
| Disciplina | 006.3 |
| Collana | Frontiers in artificial intelligence and applications |
| Soggetto topico | Artificial intelligence |
| Soggetto non controllato | CCIA |
| ISBN | 1-61499-918-X |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910793246103321 |
| Amsterdam ; ; Berlin ; ; Washington, DC : , : IOS Press, , [2018] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Artificial intelligence research and development : current challenges, new trends and applications / / edited by Zoe Falomir, Karina Gibert and Enric Plaza
| Artificial intelligence research and development : current challenges, new trends and applications / / edited by Zoe Falomir, Karina Gibert and Enric Plaza |
| Pubbl/distr/stampa | Amsterdam ; ; Berlin ; ; Washington, DC : , : IOS Press, , [2018] |
| Descrizione fisica | 1 online resource (422 pages) |
| Disciplina | 006.3 |
| Collana | Frontiers in artificial intelligence and applications |
| Soggetto topico | Artificial intelligence |
| Soggetto non controllato | CCIA |
| ISBN | 1-61499-918-X |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910807042803321 |
| Amsterdam ; ; Berlin ; ; Washington, DC : , : IOS Press, , [2018] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Case-Based Reasoning Research and Development [[electronic resource] ] : 22nd International Conference, ICCBR 2014, Cork, Ireland, September 29, 2014 - October 1, 2014. Proceedings / / edited by Luc Lamontagne, Enric Plaza
| Case-Based Reasoning Research and Development [[electronic resource] ] : 22nd International Conference, ICCBR 2014, Cork, Ireland, September 29, 2014 - October 1, 2014. Proceedings / / edited by Luc Lamontagne, Enric Plaza |
| Edizione | [1st ed. 2014.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2014 |
| Descrizione fisica | 1 online resource (XII, 542 p. 146 illus.) |
| Disciplina | 153.43 |
| Collana | Lecture Notes in Artificial Intelligence |
| Soggetto topico |
Artificial intelligence
Information storage and retrieval Data mining Application software User interfaces (Computer systems) Artificial Intelligence Information Storage and Retrieval Data Mining and Knowledge Discovery Information Systems Applications (incl. Internet) User Interfaces and Human Computer Interaction Computer Appl. in Administrative Data Processing |
| ISBN | 3-319-11209-0 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | What I Talk About when I Talk About CBR -- Running with Scissors: Cut-Ups, Boundary Friction and Creative Reuse -- Learning Solution Similarity in Preference-based CBR -- Case-Based Parameter Selection for Plans: Coordinating Autonomous Vehicle Teams -- Automatic Case Capturing for Problematic Drilling Situations -- Algorithm for Adapting Cases Represented in a Tractable Description Logic -- Sentiment and Preference Guided Social Recommendation -- A Hybrid CBR-ANN Approach to the Appraisal of Internet Domain Names -- Further Experiments in Opinionated Product Recommendation -- How Much Do You Trust Me? Learning a Case-Based Model of Inverse Trust -- Tuuurbine: A Generic CBR Engine Over RDFS -- How case-based reasoning on e-community knowledge can be improved thanks to knowledge reliability -- Case-Based Object Placement Planning -- On the Role of Analogy in Resolving Cognitive Dissonance in Collaborative Interdisciplinary Design -- Case-Based Prediction of Teen Driver Behavior and Skill. Adapting propositional cases based on tableaux repairs using adaptation knowledge. |
| Record Nr. | UNINA-9910484850203321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2014 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Case-Based Reasoning Research and Development [[electronic resource] ] : 22nd International Conference, ICCBR 2014, Cork, Ireland, September 29, 2014 - October 1, 2014. Proceedings / / edited by Luc Lamontagne, Enric Plaza
| Case-Based Reasoning Research and Development [[electronic resource] ] : 22nd International Conference, ICCBR 2014, Cork, Ireland, September 29, 2014 - October 1, 2014. Proceedings / / edited by Luc Lamontagne, Enric Plaza |
| Edizione | [1st ed. 2014.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2014 |
| Descrizione fisica | 1 online resource (XII, 542 p. 146 illus.) |
| Disciplina | 153.43 |
| Collana | Lecture Notes in Artificial Intelligence |
| Soggetto topico |
Artificial intelligence
Information storage and retrieval Data mining Application software User interfaces (Computer systems) Artificial Intelligence Information Storage and Retrieval Data Mining and Knowledge Discovery Information Systems Applications (incl. Internet) User Interfaces and Human Computer Interaction Computer Appl. in Administrative Data Processing |
| ISBN | 3-319-11209-0 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | What I Talk About when I Talk About CBR -- Running with Scissors: Cut-Ups, Boundary Friction and Creative Reuse -- Learning Solution Similarity in Preference-based CBR -- Case-Based Parameter Selection for Plans: Coordinating Autonomous Vehicle Teams -- Automatic Case Capturing for Problematic Drilling Situations -- Algorithm for Adapting Cases Represented in a Tractable Description Logic -- Sentiment and Preference Guided Social Recommendation -- A Hybrid CBR-ANN Approach to the Appraisal of Internet Domain Names -- Further Experiments in Opinionated Product Recommendation -- How Much Do You Trust Me? Learning a Case-Based Model of Inverse Trust -- Tuuurbine: A Generic CBR Engine Over RDFS -- How case-based reasoning on e-community knowledge can be improved thanks to knowledge reliability -- Case-Based Object Placement Planning -- On the Role of Analogy in Resolving Cognitive Dissonance in Collaborative Interdisciplinary Design -- Case-Based Prediction of Teen Driver Behavior and Skill. Adapting propositional cases based on tableaux repairs using adaptation knowledge. |
| Record Nr. | UNISA-996199684003316 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2014 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Case-Based Reasoning Research and Development [[electronic resource] ] : Second International Conference on Case-Based Reasoning, ICCBR-97 Providence, RI, USA, July 25-27, 1997 Proceedings / / edited by David B. Leake, Enric Plaza
| Case-Based Reasoning Research and Development [[electronic resource] ] : Second International Conference on Case-Based Reasoning, ICCBR-97 Providence, RI, USA, July 25-27, 1997 Proceedings / / edited by David B. Leake, Enric Plaza |
| Edizione | [1st ed. 1997.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 1997 |
| Descrizione fisica | 1 online resource (XIV, 654 p.) |
| Disciplina | 006.3/33 |
| Collana | Lecture Notes in Artificial Intelligence |
| Soggetto topico |
Artificial intelligence
Information technology Business—Data processing Artificial Intelligence IT in Business |
| ISBN | 3-540-69238-X |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Case-based reasoning in color matching -- Estimating software development effort with case-based reasoning -- Applying case-based reasoning to automated deduction -- A Case-based approach for elaboration of design requirements -- Case-Based reasoning in an ultrasonic rail-inspection system -- CBR in a changing environment -- Case-based reasoning for information system design -- Applying memory-based learning to indexing of reference ships for case-based conceptual ship design -- CBR for document retrieval: The FAllQ project -- Combining medical records with case-based reasoning in a mixed paradigm design — TROPIX architecture & implementation -- Ocram-CBR: A Shell for Case-Based Educational Systems -- From troubleshooting to process design: Closing the manufacturing loop -- ForMAT and Parka: A technology integration experiment and beyond -- Encouraging self-explanation through case-based tutoring: A case study -- Lessons learned from deployed CBR systems and design decisions made in building a commercial CBR tool -- Using case-based reasoning for reusing software knowledge -- New technology bliss and pain in a large customer service center -- An engineering approach for troubleshooting case bases -- A large case-based reasoner for legal cases -- A scalable approach for question based indexing of encyclopedic texts -- An explicit representation of reasoning failures -- On the admissibility of concrete domains for CBR based on description logics -- Similarity metrics: A formal unification of cardinal and non-cardinal similarity measures -- The case for graph-structured representations -- The evaluation of a hierarchical case representation using context guided retrieval -- Refining conversational case libraries -- Perspectives: A declarative bias mechanism for case retrieval -- Using introspective learning to improve retrieval in CBR: A case study in air traffic control -- Using machine learning for assigning indices to textual cases -- How case-based reasoning and cooperative query answering techniques support RICAD -- What you saw is what you want: Using cases to seed information retrieval -- On the relation between the context of a feature and the domain theory in case-based planning -- Theoretical analysis of case retrieval method based on neighborhood of a new problem -- The adaptation knowledge bottleneck: How to ease it by learning from cases -- A case study of case-based CBR -- Solution-relevant abstractions constrain retrieval and adaptation -- Selecting most adaptable diagnostic solutions through Pivoting-Based Retrieval -- Towards improving case adaptability with a genetic algorithm -- Merge strategies for multiple case plan replay -- Loose coupling of failure explanation and repair: Using learning goals to sequence learning methods -- Using a case base of surfaces to speed-up reinforcement learning -- PAC analyses of a ‘similarity learning’ IBL algorithm -- Examining locally varying weights for nearest neighbor algorithms -- Case-based planning to learn -- A utility-based approach to learning in a mixed case-based and model-based reasoning architecture -- Qualitative knowledge to support reasoning about cases -- Integrating rule induction and case-based reasoning to enhance problem solving -- Using software process modeling for building a case-based reasoning methodology: Basic approach and case study -- Stratified case-based reasoning in non-refinable abstraction hierarchies -- Supporting combined human and machine planning: An interface for planning by analogical reasoning -- Using case-based reasoning for argumentation with multiple viewpoints -- Maintaining unstructured case bases -- An analogical theory of creativity in design -- Experimental study of a similarity metric for retrieving pieces from structured plan cases: Its role in the originality of plan case solutions -- Creative design: Reasoning and understanding -- Fuzzy modelling of case-based reasoning and decision -- Probabilistic indexing for case-based prediction -- A probabilistic model for case-based reasoning -- Case based reasoning, fuzzy systems modeling and solution composition. |
| Record Nr. | UNINA-9910144924503321 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 1997 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Case-Based Reasoning Research and Development [[electronic resource] ] : Second International Conference on Case-Based Reasoning, ICCBR-97 Providence, RI, USA, July 25-27, 1997 Proceedings / / edited by David B. Leake, Enric Plaza
| Case-Based Reasoning Research and Development [[electronic resource] ] : Second International Conference on Case-Based Reasoning, ICCBR-97 Providence, RI, USA, July 25-27, 1997 Proceedings / / edited by David B. Leake, Enric Plaza |
| Edizione | [1st ed. 1997.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 1997 |
| Descrizione fisica | 1 online resource (XIV, 654 p.) |
| Disciplina | 006.3/33 |
| Collana | Lecture Notes in Artificial Intelligence |
| Soggetto topico |
Artificial intelligence
Information technology Business—Data processing Artificial Intelligence IT in Business |
| ISBN | 3-540-69238-X |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Case-based reasoning in color matching -- Estimating software development effort with case-based reasoning -- Applying case-based reasoning to automated deduction -- A Case-based approach for elaboration of design requirements -- Case-Based reasoning in an ultrasonic rail-inspection system -- CBR in a changing environment -- Case-based reasoning for information system design -- Applying memory-based learning to indexing of reference ships for case-based conceptual ship design -- CBR for document retrieval: The FAllQ project -- Combining medical records with case-based reasoning in a mixed paradigm design — TROPIX architecture & implementation -- Ocram-CBR: A Shell for Case-Based Educational Systems -- From troubleshooting to process design: Closing the manufacturing loop -- ForMAT and Parka: A technology integration experiment and beyond -- Encouraging self-explanation through case-based tutoring: A case study -- Lessons learned from deployed CBR systems and design decisions made in building a commercial CBR tool -- Using case-based reasoning for reusing software knowledge -- New technology bliss and pain in a large customer service center -- An engineering approach for troubleshooting case bases -- A large case-based reasoner for legal cases -- A scalable approach for question based indexing of encyclopedic texts -- An explicit representation of reasoning failures -- On the admissibility of concrete domains for CBR based on description logics -- Similarity metrics: A formal unification of cardinal and non-cardinal similarity measures -- The case for graph-structured representations -- The evaluation of a hierarchical case representation using context guided retrieval -- Refining conversational case libraries -- Perspectives: A declarative bias mechanism for case retrieval -- Using introspective learning to improve retrieval in CBR: A case study in air traffic control -- Using machine learning for assigning indices to textual cases -- How case-based reasoning and cooperative query answering techniques support RICAD -- What you saw is what you want: Using cases to seed information retrieval -- On the relation between the context of a feature and the domain theory in case-based planning -- Theoretical analysis of case retrieval method based on neighborhood of a new problem -- The adaptation knowledge bottleneck: How to ease it by learning from cases -- A case study of case-based CBR -- Solution-relevant abstractions constrain retrieval and adaptation -- Selecting most adaptable diagnostic solutions through Pivoting-Based Retrieval -- Towards improving case adaptability with a genetic algorithm -- Merge strategies for multiple case plan replay -- Loose coupling of failure explanation and repair: Using learning goals to sequence learning methods -- Using a case base of surfaces to speed-up reinforcement learning -- PAC analyses of a ‘similarity learning’ IBL algorithm -- Examining locally varying weights for nearest neighbor algorithms -- Case-based planning to learn -- A utility-based approach to learning in a mixed case-based and model-based reasoning architecture -- Qualitative knowledge to support reasoning about cases -- Integrating rule induction and case-based reasoning to enhance problem solving -- Using software process modeling for building a case-based reasoning methodology: Basic approach and case study -- Stratified case-based reasoning in non-refinable abstraction hierarchies -- Supporting combined human and machine planning: An interface for planning by analogical reasoning -- Using case-based reasoning for argumentation with multiple viewpoints -- Maintaining unstructured case bases -- An analogical theory of creativity in design -- Experimental study of a similarity metric for retrieving pieces from structured plan cases: Its role in the originality of plan case solutions -- Creative design: Reasoning and understanding -- Fuzzy modelling of case-based reasoning and decision -- Probabilistic indexing for case-based prediction -- A probabilistic model for case-based reasoning -- Case based reasoning, fuzzy systems modeling and solution composition. |
| Record Nr. | UNISA-996465750503316 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 1997 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Knowledge Acquisition, Modeling and Management [[electronic resource] ] : 10th European Workshop, EKAW'97, Sant Feliu de Guixols, Catalonia, Spain, October 15-18, 1997. Proceedings / / edited by Enric Plaza, Richard Benjamins
| Knowledge Acquisition, Modeling and Management [[electronic resource] ] : 10th European Workshop, EKAW'97, Sant Feliu de Guixols, Catalonia, Spain, October 15-18, 1997. Proceedings / / edited by Enric Plaza, Richard Benjamins |
| Edizione | [1st ed. 1997.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 1997 |
| Descrizione fisica | 1 online resource (XII, 396 p.) |
| Disciplina | 006.3/3 |
| Collana | Lecture Notes in Artificial Intelligence |
| Soggetto topico |
Artificial intelligence
Artificial Intelligence |
| ISBN | 3-540-69606-7 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Acquisition of search knowledge -- A systematic approach to the functionality of problem-solving methods -- An ontology approach to product disassembly -- Knowledge refinement for a design system -- Compositional verification of knowledge-based systems: A case study for diagnostic reasoning -- An enterprise reference scheme for integrating model based knowledge engineering and enterprise modelling -- The tower-of-adapters method for developing and reusing problem-solving methods -- Using ontologies for defining tasks, problem-solving methods and their mappings -- An empirical evaluation of a system for text knowledge acquisition -- Acquisition of conceptual structure in scientific theories -- Designing operators for constructing domain knowledge ontologies -- Reuse of problem-solving methods and family resemblances -- Specification of flexible knowledge-based systems -- Problem solving for redesign -- The notion of role in conceptual modeling -- Knowledge acquisition first, modelling later -- Knowledge acquisition for the onboard planner of an autonomous spacecraft -- Information tuning with KARAT: Capitalizing on existing documents -- Syntactic parsing as a knowledge acquisition problem -- Building up and making use of corporate knowledge repositories -- Modelling competitive co-operation of agents in a compositional multi-agent framework -- An instrument for a purpose driven comparison of modelling frameworks -- Knowledge discovery in rule bases -- Supporting probability elicitation by sensitivity analysis -- Towards more collaboration between machine learning systems and their users -- COATIS, an NLP system to locate expressions of actions connected by causality links -- Using knowledge acquisition to build spoken language systems -- An assistant for a design project: Application to the design of a mixed hardware/software architecture -- REVINOS : An interactive revision tool based on the concept of situation -- KIDS for KADS -- Exploiting inductive bias shift in knowledge acquisition from ill-structured domains -- The DARPA high performance knowledge bases programme. |
| Record Nr. | UNISA-996465524103316 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 1997 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Knowledge Acquisition, Modeling and Management [[electronic resource] ] : 10th European Workshop, EKAW'97, Sant Feliu de Guixols, Catalonia, Spain, October 15-18, 1997. Proceedings / / edited by Enric Plaza, Richard Benjamins
| Knowledge Acquisition, Modeling and Management [[electronic resource] ] : 10th European Workshop, EKAW'97, Sant Feliu de Guixols, Catalonia, Spain, October 15-18, 1997. Proceedings / / edited by Enric Plaza, Richard Benjamins |
| Edizione | [1st ed. 1997.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 1997 |
| Descrizione fisica | 1 online resource (XII, 396 p.) |
| Disciplina | 006.3/3 |
| Collana | Lecture Notes in Artificial Intelligence |
| Soggetto topico |
Artificial intelligence
Artificial Intelligence |
| ISBN | 3-540-69606-7 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Acquisition of search knowledge -- A systematic approach to the functionality of problem-solving methods -- An ontology approach to product disassembly -- Knowledge refinement for a design system -- Compositional verification of knowledge-based systems: A case study for diagnostic reasoning -- An enterprise reference scheme for integrating model based knowledge engineering and enterprise modelling -- The tower-of-adapters method for developing and reusing problem-solving methods -- Using ontologies for defining tasks, problem-solving methods and their mappings -- An empirical evaluation of a system for text knowledge acquisition -- Acquisition of conceptual structure in scientific theories -- Designing operators for constructing domain knowledge ontologies -- Reuse of problem-solving methods and family resemblances -- Specification of flexible knowledge-based systems -- Problem solving for redesign -- The notion of role in conceptual modeling -- Knowledge acquisition first, modelling later -- Knowledge acquisition for the onboard planner of an autonomous spacecraft -- Information tuning with KARAT: Capitalizing on existing documents -- Syntactic parsing as a knowledge acquisition problem -- Building up and making use of corporate knowledge repositories -- Modelling competitive co-operation of agents in a compositional multi-agent framework -- An instrument for a purpose driven comparison of modelling frameworks -- Knowledge discovery in rule bases -- Supporting probability elicitation by sensitivity analysis -- Towards more collaboration between machine learning systems and their users -- COATIS, an NLP system to locate expressions of actions connected by causality links -- Using knowledge acquisition to build spoken language systems -- An assistant for a design project: Application to the design of a mixed hardware/software architecture -- REVINOS : An interactive revision tool based on the concept of situation -- KIDS for KADS -- Exploiting inductive bias shift in knowledge acquisition from ill-structured domains -- The DARPA high performance knowledge bases programme. |
| Record Nr. | UNINA-9910768185303321 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 1997 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Machine learning : ECML 2000 : 11th European Conference on Machine Learning, Barcelona, Catalonia, Spain, May 31-June 2, 2000 : proceedings / / edited by Ramon Lopez de Mantaras, Enric Plaza
| Machine learning : ECML 2000 : 11th European Conference on Machine Learning, Barcelona, Catalonia, Spain, May 31-June 2, 2000 : proceedings / / edited by Ramon Lopez de Mantaras, Enric Plaza |
| Edizione | [1st ed. 2000.] |
| Pubbl/distr/stampa | Berlin, Germany ; ; New York, New York : , : Springer, , [2000] |
| Descrizione fisica | 1 online resource (468 p.) |
| Disciplina | 006.31 |
| Collana | Lecture Notes in Artificial Intelligence |
| Soggetto topico |
Computer science
Computer software Artificial intelligence |
| ISBN |
1-280-80489-0
9786610804894 3-540-45164-1 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Invited Papers -- Beyond Occam’s Razor: Process-Oriented Evaluation -- The Representation Race — Preprocessing for Handling Time Phenomena -- Contributed Papers -- Short-Term Profiling for a Case-Based Reasoning Recommendation System -- K-SVCR. A Multi-class Support Vector Machine -- Learning Trading Rules with Inductive Logic Programming -- Improving Knowledge Discovery Using Domain Knowledge in Unsupervised Learning -- Exploiting Classifier Combination for Early Melanoma Diagnosis Support -- A Comparison of Ranking Methods for Classification Algorithm Selection -- Hidden Markov Models with Patterns and Their Application to Integrated Circuit Testing -- Comparing Complete and Partial Classification for Identifying Latently Dissatisfied Customers -- Wrapper Generation via Grammar Induction -- Diversity versus Quality in Classification Ensembles Based on Feature Selection -- Minimax TD-Learning with Neural Nets in a Markov Game -- Boosting Applied to Word Sense Disambiguation -- A Multiple Model Cost-Sensitive Approach for Intrusion Detection -- Value Miner: A Data Mining Environment for the Calculation of the Customer Lifetime Value with Application to the Automotive Industry -- Investigation and Reduction of Discretization Variance in Decision Tree Induction -- Asymmetric Co-evolution for Imperfect-Information Zero-Sum Games -- A Machine Learning Approach to Workflow Management -- The Utilization of Context Signals in the Analysis of ABR Potentials by Application of Neural Networks -- Complexity Approximation Principle and Rissanen’s Approach to Real-Valued Parameters -- Handling Continuous-Valued Attributes in Decision Tree with Neural Network Modeling -- Learning Context-Free Grammars with a Simplicity Bias -- Partially Supervised Text Classification: Combining Labeled and Unlabeled Documents Using an EM-like Scheme -- Toward an Explanatory Similarity Measure for Nearest-Neighbor Classification -- Relative Unsupervised Discretization for Regression Problems -- Metric-Based Inductive Learning Using Semantic Height Functions -- Error Analysis of Automatic Speech Recognition Using Principal Direction Divisive Partitioning -- A Study on the Performance of Large Bayes Classifier -- Dynamic Discretization of Continuous Values from Time Series -- Using a Symbolic Machine Learning Tool to Refine Lexico-syntactic Patterns -- Measuring Performance when Positives Are Rare: Relative Advantage versus Predictive Accuracy — A Biological Case-Study -- Mining TCP/IP Traffic for Network Intrusion Detection by Using a Distributed Genetic Algorithm -- Learning Patterns of Behavior by Observing System Events -- Dimensionality Reduction through Sub-space Mapping for Nearest Neighbour Algorithms -- Nonparametric Regularization of Decision Trees -- An Efficient and Effective Procedure for Updating a Competence Model for Case-Based Reasoners -- Layered Learning -- Problem Decomposition for Behavioural Cloning -- Dynamic Feature Selection in Incremental Hierarchical Clustering -- On the Boosting Pruning Problem -- An Empirical Study of MetaCost Using Boosting Algorithms -- Clustered Partial Linear Regression -- Knowledge Discovery from Very Large Databases Using Frequent Concept Lattices -- Some Improvements on Event-Sequence Temporal Region Methods. |
| Record Nr. | UNINA-9910143607503321 |
| Berlin, Germany ; ; New York, New York : , : Springer, , [2000] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
