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Advanced Intelligent Computing Theories and Applications. With Aspects of Theoretical and Methodological Issues [[electronic resource] ] : Fourth International Conference on Intelligent Computing, ICIC 2008 Shanghai, China, September 15-18, 2008 Proceedings / / edited by De-Shuang Huang, Donald C. Wunsch, Daniel S. Levine, Kang-Hyun Jo
| Advanced Intelligent Computing Theories and Applications. With Aspects of Theoretical and Methodological Issues [[electronic resource] ] : Fourth International Conference on Intelligent Computing, ICIC 2008 Shanghai, China, September 15-18, 2008 Proceedings / / edited by De-Shuang Huang, Donald C. Wunsch, Daniel S. Levine, Kang-Hyun Jo |
| Edizione | [1st ed. 2008.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2008 |
| Descrizione fisica | 1 online resource (XXVII, 1273 p.) |
| Disciplina | 006.301 |
| Collana | Theoretical Computer Science and General Issues |
| Soggetto topico |
Computer programming
Application software Pattern recognition systems Computer science Algorithms Artificial intelligence Programming Techniques Computer and Information Systems Applications Automated Pattern Recognition Theory of Computation Artificial Intelligence |
| ISBN | 3-540-87442-9 |
| Classificazione |
54.72
DAT 500f DAT 700f SS 4800 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Biological and Quantum Computing -- Intelligent Computing in Bioinformatics -- Computational Genomics and Proteomics -- Intelligent Computing in Signal Processing -- Intelligent Computing in Pattern Recognition -- Intelligent Computing in Communication -- Intelligent Agent and Web Applications -- Intelligent Fault Diagnosis -- Intelligent Control and Automation -- Intelligent Data Fusion and Security -- Intelligent Prediction and Time Series Analysis -- Natural Language Processing and Expert Systems -- Intelligent Image/Document Retrievals -- Network-Based Intelligence and Automation -- Intelligent Robot Systems Based on Vision Technology -- Computational Intelligence for Image Analysis. |
| Record Nr. | UNISA-996465522903316 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2008 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Advanced Intelligent Computing Theories and Applications. With Aspects of Theoretical and Methodological Issues [[electronic resource] ] : Fourth International Conference on Intelligent Computing, ICIC 2008 Shanghai, China, September 15-18, 2008 Proceedings / / edited by De-Shuang Huang, Donald C. Wunsch, Daniel S. Levine, Kang-Hyun Jo
| Advanced Intelligent Computing Theories and Applications. With Aspects of Theoretical and Methodological Issues [[electronic resource] ] : Fourth International Conference on Intelligent Computing, ICIC 2008 Shanghai, China, September 15-18, 2008 Proceedings / / edited by De-Shuang Huang, Donald C. Wunsch, Daniel S. Levine, Kang-Hyun Jo |
| Edizione | [1st ed. 2008.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2008 |
| Descrizione fisica | 1 online resource (XXVII, 1273 p.) |
| Disciplina | 006.301 |
| Collana | Theoretical Computer Science and General Issues |
| Soggetto topico |
Computer programming
Application software Pattern recognition systems Computer science Algorithms Artificial intelligence Programming Techniques Computer and Information Systems Applications Automated Pattern Recognition Theory of Computation Artificial Intelligence |
| ISBN | 3-540-87442-9 |
| Classificazione |
54.72
DAT 500f DAT 700f SS 4800 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Biological and Quantum Computing -- Intelligent Computing in Bioinformatics -- Computational Genomics and Proteomics -- Intelligent Computing in Signal Processing -- Intelligent Computing in Pattern Recognition -- Intelligent Computing in Communication -- Intelligent Agent and Web Applications -- Intelligent Fault Diagnosis -- Intelligent Control and Automation -- Intelligent Data Fusion and Security -- Intelligent Prediction and Time Series Analysis -- Natural Language Processing and Expert Systems -- Intelligent Image/Document Retrievals -- Network-Based Intelligence and Automation -- Intelligent Robot Systems Based on Vision Technology -- Computational Intelligence for Image Analysis. |
| Record Nr. | UNINA-9910483797103321 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2008 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
AI 2007: Advances in Artificial Intelligence [[electronic resource] ] : 20th Australian Joint Conference on Artificial Intelligence, Gold Coast, Australia, December 2-6, 2007, Proceedings / / edited by Mehmet A. Orgun, John Thornton
| AI 2007: Advances in Artificial Intelligence [[electronic resource] ] : 20th Australian Joint Conference on Artificial Intelligence, Gold Coast, Australia, December 2-6, 2007, Proceedings / / edited by Mehmet A. Orgun, John Thornton |
| Edizione | [1st ed. 2007.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2007 |
| Descrizione fisica | 1 online resource (XXI, 841 p.) |
| Disciplina | 006.3 |
| Collana | Lecture Notes in Artificial Intelligence |
| Soggetto topico |
Artificial intelligence
Mathematical logic Data mining Application software Information storage and retrieval Computers Artificial Intelligence Mathematical Logic and Formal Languages Data Mining and Knowledge Discovery Information Systems Applications (incl. Internet) Information Storage and Retrieval Computation by Abstract Devices |
| ISBN | 3-540-76928-5 |
| Classificazione |
004
DAT 700f SS 4800 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Invited Talks -- Machine Learning -- Neural Networks -- Evolutionary Computing -- Constraint Satisfaction -- Satisfiability -- Automated Reasoning -- Knowledge Discovery -- Robotics -- Social Intelligence -- Ontologies and Semantic Web -- Natural Language Systems -- Knowledge Representation -- Expert Systems -- Applications of AI -- Short Papers. |
| Record Nr. | UNINA-9910483492703321 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2007 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
AI 2007: Advances in Artificial Intelligence [[electronic resource] ] : 20th Australian Joint Conference on Artificial Intelligence, Gold Coast, Australia, December 2-6, 2007, Proceedings / / edited by Mehmet A. Orgun, John Thornton
| AI 2007: Advances in Artificial Intelligence [[electronic resource] ] : 20th Australian Joint Conference on Artificial Intelligence, Gold Coast, Australia, December 2-6, 2007, Proceedings / / edited by Mehmet A. Orgun, John Thornton |
| Edizione | [1st ed. 2007.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2007 |
| Descrizione fisica | 1 online resource (XXI, 841 p.) |
| Disciplina | 006.3 |
| Collana | Lecture Notes in Artificial Intelligence |
| Soggetto topico |
Artificial intelligence
Mathematical logic Data mining Application software Information storage and retrieval Computers Artificial Intelligence Mathematical Logic and Formal Languages Data Mining and Knowledge Discovery Information Systems Applications (incl. Internet) Information Storage and Retrieval Computation by Abstract Devices |
| ISBN | 3-540-76928-5 |
| Classificazione |
004
DAT 700f SS 4800 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Invited Talks -- Machine Learning -- Neural Networks -- Evolutionary Computing -- Constraint Satisfaction -- Satisfiability -- Automated Reasoning -- Knowledge Discovery -- Robotics -- Social Intelligence -- Ontologies and Semantic Web -- Natural Language Systems -- Knowledge Representation -- Expert Systems -- Applications of AI -- Short Papers. |
| Record Nr. | UNISA-996465412103316 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2007 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
AI 2009: Advances in Artificial Intelligence [[electronic resource] ] : 22nd Australasian Joint Conference, Melbourne, Australia, December 1-4, 2009, Proceedings / / edited by Ann Nicholson, Xiaodong Li
| AI 2009: Advances in Artificial Intelligence [[electronic resource] ] : 22nd Australasian Joint Conference, Melbourne, Australia, December 1-4, 2009, Proceedings / / edited by Ann Nicholson, Xiaodong Li |
| Edizione | [1st ed. 2009.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2009 |
| Descrizione fisica | 1 online resource (XVI, 688 p.) |
| Disciplina | 004n/a |
| Collana | Lecture Notes in Artificial Intelligence |
| Soggetto topico |
Artificial intelligence
Computers Data mining Information storage and retrieval Natural language processing (Computer science) User interfaces (Computer systems) Artificial Intelligence Theory of Computation Data Mining and Knowledge Discovery Information Storage and Retrieval Natural Language Processing (NLP) User Interfaces and Human Computer Interaction |
| Soggetto genere / forma |
Kongress.
Melbourne (2009) |
| ISBN | 3-642-10439-8 |
| Classificazione |
DAT 700f
SS 4800 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Agents -- Experimental Market Mechanism Design for Double Auction -- Model Checking Games for a Fair Branching-Time Temporal Epistemic Logic -- Multistage Fuzzy Decision Making in Bilateral Negotiation with Finite Termination Times -- Simple Default Reasoning in Theories of Action -- From My Agent to Our Agent: Exploring Collective Adaptive Agent via Barnga -- AI Applications -- Classification of EEG for Affect Recognition: An Adaptive Approach -- Effect of Experimental Factors on the Recognition of Affective Mental States through Physiological Measures -- A Distance Measure for Genome Phylogenetic Analysis -- Pattern Prediction in Stock Market -- Balancing Workload in Project Assignment -- Topical Analysis for Identification of Web Communities -- Collaborative-Comparison Learning for Complex Event Detection Using Distributed Hierarchical Graph Neuron (DHGN) Approach in Wireless Sensor Network -- Square Root Unscented Particle Filtering for Grid Mapping -- Computer Vision and Image Processing -- Towards Automatic Image Segmentation Using Optimised Region Growing Technique -- Texture Detection Using Neural Networks Trained on Examples of One Class -- Learning and Recognition of 3D Visual Objects in Real-Time -- Learning Motion Detectors by Genetic Programming -- Information-Theoretic Image Reconstruction and Segmentation from Noisy Projections -- Belief Propagation Implementation Using CUDA on an NVIDIA GTX 280 -- Face Image Enhancement via Principal Component Analysis -- Data Mining and Statistical Learning -- On Using Adaptive Binary Search Trees to Enhance Self Organizing Maps -- Topic-Based Computing Model for Web Page Popularity and Website Influence -- Classifying Multiple Imbalanced Attributes in Relational Data -- Algorithms for the Computation of Reduced Convex Hulls -- Regularized Kernel Local Linear Embedding on Dimensionality Reduction for Non-vectorial Data -- Incremental E-Mail Classification and Rule Suggestion Using Simple Term Statistics -- The Positive Effects of Negative Information: Extending One-Class Classification Models in Binary Proteomic Sequence Classification -- Using Topic Models to Interpret MEDLINE’s Medical Subject Headings -- A Novel Path-Based Clustering Algorithm Using Multi-dimensional Scaling -- Ensemble Approach for the Classification of Imbalanced Data -- Adapting Spectral Co-clustering to Documents and Terms Using Latent Semantic Analysis -- MML Invariant Linear Regression -- DMCS: Dual-Model Classification System and Its Application in Medicine -- A Graph Distance Based Structural Clustering Approach for Networks -- Constructing Stochastic Mixture Policies for Episodic Multiobjective Reinforcement Learning Tasks -- Enhancing MML Clustering Using Context Data with Climate Applications -- Evolutionary Computing -- CoXCS: A Coevolutionary Learning Classifier Based on Feature Space Partitioning -- Multi-Objective Genetic Programming for Classification with Unbalanced Data -- Scheduling for the National Hockey League Using a Multi-objective Evolutionary Algorithm -- Classification-Assisted Memetic Algorithms for Equality-Constrained Optimization Problems -- Unsupervised Text Normalization Approach for Morphological Analysis of Blog Documents -- Novel Memetic Algorithm for Protein Structure Prediction -- Interestingness of Association Rules Using Symmetrical Tau and Logistic Regression -- Unsupervised Elimination of Redundant Features Using Genetic Programming -- A Distance Metric for Evolutionary Many-Objective Optimization Algorithms Using User-Preferences -- Balancing Parent and Offspring Selection in Genetic Programming -- Game Playing -- A Memory-Based Approach to Two-Player Texas Hold’em -- Decomposition of Multi-player Games -- Knowledge Representation and Reasoning -- Extended Full Computation-Tree Logic with Sequence Modal Operator: Representing Hierarchical Tree Structures -- A Data Model for Fuzzy Linguistic Databases with Flexible Querying -- Modelling Object Typicality in Description Logics -- Efficient SAT Techniques for Relative Encoding of Permutations with Constraints -- Uniform Interpolation for Revisited -- Modeling Abstract Behavior: A Dynamic Logic Approach -- Natural Language and Speech Processing -- Restoring Punctuation and Casing in English Text -- A Novel Connectionist Network for Solving Long Time-Lag Prediction Tasks -- An Abstraction-Based Data Model for Information Retrieval -- Vietnamese Document Representation and Classification -- Can Shallow Semantic Class Information Help Answer Passage Retrieval? -- English Article Correction System Using Semantic Category Based Inductive Learning Rules -- Towards Interpreting Task-Oriented Utterance Sequences -- Soft Computing -- Fuzzy Rank Linear Regression Model -- Numerical versus Analytic Synchronization in Small-World Networks of Hindmarsh-Rose Neurons -- Outline Capture of Images by Multilevel Coordinate Search on Cubic Splines -- User Modelling -- Aggregation Trade Offs in Family Based Recommendations -- Using Keyword-Based Approaches to Adaptively Predict Interest in Museum Exhibits -- Behaviour Recognition from Sensory Streams in Smart Environments -- Probabilistic Seeking Prediction in P2P VoD Systems. |
| Record Nr. | UNISA-996465577703316 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2009 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
AI 2009: Advances in Artificial Intelligence [[electronic resource] ] : 22nd Australasian Joint Conference, Melbourne, Australia, December 1-4, 2009, Proceedings / / edited by Ann Nicholson, Xiaodong Li
| AI 2009: Advances in Artificial Intelligence [[electronic resource] ] : 22nd Australasian Joint Conference, Melbourne, Australia, December 1-4, 2009, Proceedings / / edited by Ann Nicholson, Xiaodong Li |
| Edizione | [1st ed. 2009.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2009 |
| Descrizione fisica | 1 online resource (XVI, 688 p.) |
| Disciplina | 004n/a |
| Collana | Lecture Notes in Artificial Intelligence |
| Soggetto topico |
Artificial intelligence
Computers Data mining Information storage and retrieval Natural language processing (Computer science) User interfaces (Computer systems) Artificial Intelligence Theory of Computation Data Mining and Knowledge Discovery Information Storage and Retrieval Natural Language Processing (NLP) User Interfaces and Human Computer Interaction |
| Soggetto genere / forma |
Kongress.
Melbourne (2009) |
| ISBN | 3-642-10439-8 |
| Classificazione |
DAT 700f
SS 4800 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Agents -- Experimental Market Mechanism Design for Double Auction -- Model Checking Games for a Fair Branching-Time Temporal Epistemic Logic -- Multistage Fuzzy Decision Making in Bilateral Negotiation with Finite Termination Times -- Simple Default Reasoning in Theories of Action -- From My Agent to Our Agent: Exploring Collective Adaptive Agent via Barnga -- AI Applications -- Classification of EEG for Affect Recognition: An Adaptive Approach -- Effect of Experimental Factors on the Recognition of Affective Mental States through Physiological Measures -- A Distance Measure for Genome Phylogenetic Analysis -- Pattern Prediction in Stock Market -- Balancing Workload in Project Assignment -- Topical Analysis for Identification of Web Communities -- Collaborative-Comparison Learning for Complex Event Detection Using Distributed Hierarchical Graph Neuron (DHGN) Approach in Wireless Sensor Network -- Square Root Unscented Particle Filtering for Grid Mapping -- Computer Vision and Image Processing -- Towards Automatic Image Segmentation Using Optimised Region Growing Technique -- Texture Detection Using Neural Networks Trained on Examples of One Class -- Learning and Recognition of 3D Visual Objects in Real-Time -- Learning Motion Detectors by Genetic Programming -- Information-Theoretic Image Reconstruction and Segmentation from Noisy Projections -- Belief Propagation Implementation Using CUDA on an NVIDIA GTX 280 -- Face Image Enhancement via Principal Component Analysis -- Data Mining and Statistical Learning -- On Using Adaptive Binary Search Trees to Enhance Self Organizing Maps -- Topic-Based Computing Model for Web Page Popularity and Website Influence -- Classifying Multiple Imbalanced Attributes in Relational Data -- Algorithms for the Computation of Reduced Convex Hulls -- Regularized Kernel Local Linear Embedding on Dimensionality Reduction for Non-vectorial Data -- Incremental E-Mail Classification and Rule Suggestion Using Simple Term Statistics -- The Positive Effects of Negative Information: Extending One-Class Classification Models in Binary Proteomic Sequence Classification -- Using Topic Models to Interpret MEDLINE’s Medical Subject Headings -- A Novel Path-Based Clustering Algorithm Using Multi-dimensional Scaling -- Ensemble Approach for the Classification of Imbalanced Data -- Adapting Spectral Co-clustering to Documents and Terms Using Latent Semantic Analysis -- MML Invariant Linear Regression -- DMCS: Dual-Model Classification System and Its Application in Medicine -- A Graph Distance Based Structural Clustering Approach for Networks -- Constructing Stochastic Mixture Policies for Episodic Multiobjective Reinforcement Learning Tasks -- Enhancing MML Clustering Using Context Data with Climate Applications -- Evolutionary Computing -- CoXCS: A Coevolutionary Learning Classifier Based on Feature Space Partitioning -- Multi-Objective Genetic Programming for Classification with Unbalanced Data -- Scheduling for the National Hockey League Using a Multi-objective Evolutionary Algorithm -- Classification-Assisted Memetic Algorithms for Equality-Constrained Optimization Problems -- Unsupervised Text Normalization Approach for Morphological Analysis of Blog Documents -- Novel Memetic Algorithm for Protein Structure Prediction -- Interestingness of Association Rules Using Symmetrical Tau and Logistic Regression -- Unsupervised Elimination of Redundant Features Using Genetic Programming -- A Distance Metric for Evolutionary Many-Objective Optimization Algorithms Using User-Preferences -- Balancing Parent and Offspring Selection in Genetic Programming -- Game Playing -- A Memory-Based Approach to Two-Player Texas Hold’em -- Decomposition of Multi-player Games -- Knowledge Representation and Reasoning -- Extended Full Computation-Tree Logic with Sequence Modal Operator: Representing Hierarchical Tree Structures -- A Data Model for Fuzzy Linguistic Databases with Flexible Querying -- Modelling Object Typicality in Description Logics -- Efficient SAT Techniques for Relative Encoding of Permutations with Constraints -- Uniform Interpolation for Revisited -- Modeling Abstract Behavior: A Dynamic Logic Approach -- Natural Language and Speech Processing -- Restoring Punctuation and Casing in English Text -- A Novel Connectionist Network for Solving Long Time-Lag Prediction Tasks -- An Abstraction-Based Data Model for Information Retrieval -- Vietnamese Document Representation and Classification -- Can Shallow Semantic Class Information Help Answer Passage Retrieval? -- English Article Correction System Using Semantic Category Based Inductive Learning Rules -- Towards Interpreting Task-Oriented Utterance Sequences -- Soft Computing -- Fuzzy Rank Linear Regression Model -- Numerical versus Analytic Synchronization in Small-World Networks of Hindmarsh-Rose Neurons -- Outline Capture of Images by Multilevel Coordinate Search on Cubic Splines -- User Modelling -- Aggregation Trade Offs in Family Based Recommendations -- Using Keyword-Based Approaches to Adaptively Predict Interest in Museum Exhibits -- Behaviour Recognition from Sensory Streams in Smart Environments -- Probabilistic Seeking Prediction in P2P VoD Systems. |
| Record Nr. | UNINA-9910482964203321 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2009 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
AI 2011: Advances in Artificial Intelligence [[electronic resource] ] : 24th Australasian Joint Conference, Perth, Australia, December 5-8, 2011, Proceedings / / edited by Dianhui Wang, Mark Reynolds
| AI 2011: Advances in Artificial Intelligence [[electronic resource] ] : 24th Australasian Joint Conference, Perth, Australia, December 5-8, 2011, Proceedings / / edited by Dianhui Wang, Mark Reynolds |
| Edizione | [1st ed. 2011.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2011 |
| Descrizione fisica | 1 online resource (XVII, 821 p.) |
| Disciplina | 006.3 |
| Collana | Lecture Notes in Artificial Intelligence |
| Soggetto topico |
Artificial intelligence
Algorithms Application software Computers Information storage and retrieval Data mining Artificial Intelligence Algorithm Analysis and Problem Complexity Information Systems Applications (incl. Internet) Computation by Abstract Devices Information Storage and Retrieval Data Mining and Knowledge Discovery |
| Soggetto genere / forma |
Kongress2011.Perth (Westaustralien)
Conference papers and proceedings. |
| Soggetto non controllato | AI |
| ISBN | 3-642-25832-8 |
| Classificazione |
SS 4800
004 DAT 700f |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Title page -- Preface -- Organization -- Table of Contents -- Session 1: Data Mining and Knowledge Discovery -- Guided Rule Discovery in XCS for High-Dimensional Classification Problems -- Introduction -- Background -- XCS Overview -- Related Work -- Model -- Experiments -- Data Sets -- Parameters -- Results -- Conclusions -- References -- Motif-Based Method for Initialization the K-Means Clustering for Time Series Data -- Introduction -- Background -- Dimensionality Reduction -- Clustering for Time Series Data -- locations are often termed the seeds for the k-Means algorithm.2.3 Time Series Motifs and the Brute-Force Algorithm for Finding Motifs -- The Proposed Clustering Method for Time Series Data -- How to Speed Up the Brute-Force Algorithm for Finding 1-Motifs -- How to Derive Initial Centers from Results of K-Means Clustering on 1-Motifs -- Experimental Evaluation -- Conclusions -- References -- Semi-Supervised Classification Using Tree-Based Self-Organizing Maps -- Introduction -- The Tree-Based Topology Oriented SOM -- The TTOSOM-Based Classifier -- Experimental Setup -- Results -- Conclusions -- References -- The Discovery and Use of Ordinal Information on Attribute Values in Classifier Learning -- Introduction -- Value of Ordinal Information -- Testing -- Results -- Discovering Orders -- Developing Methods -- Testing Order Discovery -- Random Orders for Ensemble Classifiers -- Conclusions and Further Work -- References -- Beyond Trees: Adopting MITI to Learn Rules and Ensemble Classifiers for Multi-Instance Data -- Introduction -- The MITI Algorithm -- Experimental Results -- MIRI: Using MITI to Learn Rule Sets -- Experimental Results -- Building Ensemble Classifiers -- Experimental Results -- Conclusions -- References -- Automatically Measuring the Quality of User Generated Content in Forums -- Introduction.
Problem Definition -- UGCQ Assessment Model -- Experiment -- Datasets -- Feature Selection -- Performance Evaluation -- Post Quality Classification -- Results -- Friedman Test -- Nemenyi Test -- Discussion -- Related Work -- Conclusion -- References -- Genetically Enhanced Feature Selection of Discriminative Planetary Crater Image Features -- Introduction -- Related Work -- Genetically Enhanced Feature Selection -- Genetic Representation -- Wrapped Classifier Fitness Function -- Random Crossover -- Mutation -- Highest Fitness (Greedy) Selection -- Weighted Random Selection -- Weighted Random Selection with Simulated Annealing -- Complexity -- Experimental Results -- Conclusion -- References -- Penalized Least Squares for Smoothing Financial Time Series -- Introduction -- Current Methods -- Our Proposed Method -- Experiment Description -- Data -- Smoothness (Noise) Function -- Lag Function -- Cross Validation -- Results -- Conclusions -- References -- Logistic Regression with the Nonnegative Garrote -- Introduction -- Nonnegative Garrote -- Simulation -- Simulated Data -- Path Consistency -- Initial Estimates for the NNG -- Real Data -- Discussion and Recommendations -- References -- Identification of Breast Cancer Subtypes Using Multiple Gene Expression Microarray Datasets -- Introduction -- The Consensus Clustering Problem -- Objective Function -- The Genetic Algorithm -- The Breast Cancer Datasets -- Results -- Comparison with Existing Subtypes -- Conclusion -- References -- Combining Instantaneous and Time-Delayed Interactions between Genes - A Two Phase Algorithm Based on Information Theory -- Introduction -- Background -- Bayesian Network (BN) -- Dynamic Bayesian Network (DBN) -- Information Theoretic Quantities -- The Method -- The Framework for Representation -- Finding the Appropriate Search Strategy -- Finding the Intra-slice Arc Directions. Simulation and Results -- Synthetic Network -- Real-Life Biological Data -- Conclusion -- References -- A Sparse-Grid-Based Out-of-Sample Extension for Dimensionality Reduction and Clustering with Laplacian Eigenmaps -- Introduction -- Laplacian Eigenmaps and Spectral Clustering -- Sparse Grids -- Sparse-Grid-Based Out-of-Sample Extension -- Experiments -- Conclusion -- References -- Distribution Based Data Filtering for Financial Time Series Forecasting -- Introduction -- Related Work -- Distribution Based Samples Removing Algorithm -- Distance Value - Threshold Based Decision -- Distance Value - Percentage Based Decision -- Datasets -- Experiments -- Conclusion -- References -- Sequential Feature Selection for Classification -- Introduction -- Framework -- General Idea -- Sequential Classification -- Action Selection without Replacement -- Solving the POMDP -- Experiments and Discussion -- Handwritten MNIST Digit Classification -- Diabetes Dataset with Naive Bayes Classification -- Discussion -- Conclusion -- References -- Long-Tail Recommendation Based on Reflective Indexing -- Introduction -- Novelty as an Important Value of Long-Tail Recommendations -- Methodological Assumptions -- Contribution of the Paper -- Algebraic Model for PRI -- Modeling User-Item Dependencies as a Probability Space -- Reflective Data Processing -- The PRI Algorithm -- Evaluation -- Data Sets -- Recommendation Quality Evaluation -- Conclusions -- References -- Author Name Disambiguation for Ranking and Clustering PubMed Data Using NetClus -- Introduction -- Related Work -- The Challenges of Author Name Disambiguation on PubMed -- Related Work on Disambiguation of PubMed Authors -- A Multi-evidence Author Disambiguation System -- Disambiguation Using Organisation Names and Addresses -- Disambiguation Using Co-author Network -- Evaluation of the Disambiguation Technique. Accuracy of the Proposed Disambiguation Technique -- Evaluation of NetClus Results -- Conclusion and Future Work -- References -- Self-Organizing Maps for Translating Health Care Knowledge: A Case Study in Diabetes Management -- Introduction -- Background: Mining Diabetic Patient Data -- Application -- Chronic Disease Management (CDM) -- Chronic Disease Management Network (cdmNet) -- Chronic Disease Management Network - Business Intelligence (cdmNet-BI) Module -- The Self-Organizing Map (SOM) -- The Growing Self-Organizing Map (GSOM) -- Patterns in Diabetes Management -- Analysis of Features Common to Any Individual -- Analysis of Common Features with Diabetes Specific Medical Features -- Patterns Recognised from Diabetes Data: Outcomes -- Conclusions and Future Work -- References -- Distance-Based Feature Selection on Classification of Uncertain Objects -- Introduction -- Related Work -- Problem Definition -- UK-Means -- Supervised UK-Means -- Algorithms -- Averaging Approach -- Distribution-Based Approach -- Experimental Results -- Data Sets -- Performance Evaluation -- Conclusion -- References -- Session 2: Machine Learning -- Closure Spaces of Isotone Galois Connections and Their Morphisms -- Introduction -- Preliminaries: Matrices, Decompositions, Concept Lattices -- Closure Spaces Induced by (^,V) -- Morphisms of c-Closure Spaces -- Isomorphic c-Closure Spaces -- Conclusions -- References -- Ensemble Learning and Pruning in Multi-Objective Genetic Programming for Classification with Unbalanced Data -- Introduction -- Related Work: Ensemble Learning for Class Imbalance -- Multi-Objective GP (MOGP) for Evolving Ensembles -- GP Framework for Classification -- MOGP Fitness -- MOGP Search -- MOGP Ensemble Performance -- Evolutionary Parameters and Unbalanced Data Sets -- MOGP Ensemble Results -- Ensemble Pruning -- Fitness-Based Pruning. GP for Evolving Composite Voting Trees -- Performance of Ensembles Using Puning Methods -- Conclusions -- References -- Compiling Bayesian Networks for Parameter Learning Based on Shared BDDs -- Introduction -- Preliminary -- Bayesian Networks -- Parameter Learning Problem for BNs -- Proposed Method -- Encoding and Compiling -- Learning -- Experiments -- Conclusion and Related Work -- References -- An Empirical Study of Bagging Predictors for Imbalanced Data with Different Levels of Class Distribution -- Introduction -- Designed Framework -- Evaluation Metrics -- Experimental Setting -- Selection of Base Learners -- Data-Sets -- Experimental Results Analysis -- Statistical Test -- Comparison between Bagging and Single Learners -- Comparison between Bagging Predictors -- Conclusion -- References -- A Simple Bayesian Algorithm for Feature Ranking in High Dimensional Regression Problems -- Introduction -- Bayesian Feature Ranking (BFR) Algorithm -- Discussion and Results -- Simulated Data -- Real Data -- Conclusion -- References -- Semi-random Model Tree Ensembles: An Effective and Scalable Regression Method -- Introduction -- Random Model Trees -- Experiments -- Linear Regression -- Gaussian Process Regression -- Additive Groves -- Random Model Trees -- Results -- Relative Mean Absolute Error -- Conclusions -- References -- Supervised Subspace Learning with Multi-class Lagrangian SVM on the Grassmann Manifold -- Introduction -- Proposed Method -- Multi-class Lagrangian SVM -- Learning the Projection -- Experiments -- Conclusion -- References -- Bagging Ensemble Selection -- Introduction -- Bagging Ensemble Selection -- Experimental Results -- Comparison of Bagging Ensemble Selection Algorithms to the Forward Ensemble Selection Algorithms -- Comparison of Bagging Ensemble Selection Algorithms to Other Ensemble Learning Algorithms -- Conclusions. References. |
| Record Nr. | UNISA-996465973703316 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2011 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
AIIA 2009: Emergent Perspectives in Artificial Intelligence [[electronic resource] ] : XIth International Conference of the Italian Association for Artificial Intelligence, Reggio Emilia, Italy, December 9-12, 2009, Proceedings / / edited by Roberto Serra, Rita Cucchiara
| AIIA 2009: Emergent Perspectives in Artificial Intelligence [[electronic resource] ] : XIth International Conference of the Italian Association for Artificial Intelligence, Reggio Emilia, Italy, December 9-12, 2009, Proceedings / / edited by Roberto Serra, Rita Cucchiara |
| Edizione | [1st ed. 2009.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2009 |
| Descrizione fisica | 1 online resource (XIII, 508 p.) |
| Disciplina | 004n/a |
| Collana | Lecture Notes in Artificial Intelligence |
| Soggetto topico |
Artificial intelligence
Data mining Mathematical logic Computers User interfaces (Computer systems) Pattern recognition Artificial Intelligence Data Mining and Knowledge Discovery Mathematical Logic and Formal Languages Computation by Abstract Devices User Interfaces and Human Computer Interaction Pattern Recognition |
| Soggetto genere / forma |
Kongress.
Reggio nell'Emilia (2009) |
| ISBN | 3-642-10291-3 |
| Classificazione |
DAT 700f
SS 4800 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Knowledge Representation and Reasoning -- Bayesian Networks: The Parental Synergy and the Prior Convergence Error -- Constraints for Representing Transforming Entities in Bio-ontologies -- Common-Sense Rule Inference -- Hard QBF Encodings Made Easy: Dream or Reality? -- CONGAS: A COllaborative Ontology Development Framework Based on Named GrAphS -- Pstable Semantics for Logic Programs with Possibilistic Ordered Disjunction -- Reasoning about Typicality with Low Complexity Description Logics: The Logic -- A Prioritized “And” Aggregation Operator for Multidimensional Relevance Assessment -- Deriving Information from Sampling and Diving -- Optimal Decision Tree Synthesis for Efficient Neighborhood Computation -- Mathematical Symbol Indexing -- Machine Learning -- Local Kernel for Brains Classification in Schizophrenia -- Improvement of the Classifier Performance of a Pedestrian Detection System by Pixel-Based Data Fusion -- Plugging Taxonomic Similarity in First-Order Logic Horn Clauses Comparison -- Empirical Assessment of Two Strategies for Optimizing the Viterbi Algorithm -- Approximate Frequent Itemset Discovery from Data Stream -- Kernel-Based Learning for Domain-Specific Relation Extraction -- Automatic Cluster Selection Using Index Driven Search Strategy -- The Necessity of Machine Learning and Epistemology in the Development of Categorization Theories: A Case Study in Prototype-Exemplar Debate -- Evolutionary Computation -- A Lexicographic Encoding for Word Sense Disambiguation with Evolutionary Neural Networks -- Feature Membership Functions in Voronoi-Based Zoning -- Optimal Planning with ACO -- Navigation in Evolving Robots: Insight from Vertebrates -- Search -- Social Tagging for Personalized Web Search -- Partitioning Search Spaces of a Randomized Search -- Improving Plan Quality in SAT-Based Planning -- A New Approach to Iterative Deepening Multiobjective A* -- High Performing Algorithms for MAP and Conditional Inference in Markov Logic -- Natural Language Processing -- A Robust Geometric Model for Argument Classification -- Probabilistic Ontology Learner in Semantic Turkey -- Semantic Annotation of Legal Modificatory Provisions -- Towards Extensible Textual Entailment Engines: The EDITS Package -- “Language Is the Skin of My Thought”: Integrating Wikipedia and AI to Support a Guillotine Player -- Analyzing Interactive QA Dialogues Using Logistic Regression Models -- Multi-agent Systems -- An Agent-Based Paradigm for Free-Hand Sketch Recognition -- Solving Integer Programming Problems by Using Artificial Bee Colony Algorithm -- Representing Excuses in Social Dependence Networks -- Application -- Statistical and Fuzzy Approaches for Atmospheric Boundary Layer Classification -- Learning Local Correspondences for Static Signature Verification -- ML Techniques for the Classification of Car-Following Maneuver -- An Asynchronous Cellular Automata-Based Adaptive Illumination Facility -- Relational Temporal Data Mining for Wireless Sensor Networks -- Ontology-Driven Co-clustering of Gene Expression Data -- Value-Driven Characters for Storytelling and Drama -- A Knowledge Management System Using Bayesian Networks -- Knowledge Discovery and Digital Cartography for the ALS (Linguistic Atlas of Sicily) Project -- Parameter Tuning of a Stochastic Biological Simulator by Metaheuristics -- Hypotheses about Typical General Human Strategic Behavior in a Concrete Case -- A Fuzzy Approach to Product Configuration on Standard Databases -- Classifying Human Body Acceleration Patterns Using a Hierarchical Temporal Memory. |
| Record Nr. | UNISA-996465576103316 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2009 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
AIIA 2009: Emergent Perspectives in Artificial Intelligence [[electronic resource] ] : XIth International Conference of the Italian Association for Artificial Intelligence, Reggio Emilia, Italy, December 9-12, 2009, Proceedings / / edited by Roberto Serra, Rita Cucchiara
| AIIA 2009: Emergent Perspectives in Artificial Intelligence [[electronic resource] ] : XIth International Conference of the Italian Association for Artificial Intelligence, Reggio Emilia, Italy, December 9-12, 2009, Proceedings / / edited by Roberto Serra, Rita Cucchiara |
| Edizione | [1st ed. 2009.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2009 |
| Descrizione fisica | 1 online resource (XIII, 508 p.) |
| Disciplina | 004n/a |
| Collana | Lecture Notes in Artificial Intelligence |
| Soggetto topico |
Artificial intelligence
Data mining Mathematical logic Computers User interfaces (Computer systems) Pattern recognition Artificial Intelligence Data Mining and Knowledge Discovery Mathematical Logic and Formal Languages Computation by Abstract Devices User Interfaces and Human Computer Interaction Pattern Recognition |
| Soggetto genere / forma |
Kongress.
Reggio nell'Emilia (2009) |
| ISBN | 3-642-10291-3 |
| Classificazione |
DAT 700f
SS 4800 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Knowledge Representation and Reasoning -- Bayesian Networks: The Parental Synergy and the Prior Convergence Error -- Constraints for Representing Transforming Entities in Bio-ontologies -- Common-Sense Rule Inference -- Hard QBF Encodings Made Easy: Dream or Reality? -- CONGAS: A COllaborative Ontology Development Framework Based on Named GrAphS -- Pstable Semantics for Logic Programs with Possibilistic Ordered Disjunction -- Reasoning about Typicality with Low Complexity Description Logics: The Logic -- A Prioritized “And” Aggregation Operator for Multidimensional Relevance Assessment -- Deriving Information from Sampling and Diving -- Optimal Decision Tree Synthesis for Efficient Neighborhood Computation -- Mathematical Symbol Indexing -- Machine Learning -- Local Kernel for Brains Classification in Schizophrenia -- Improvement of the Classifier Performance of a Pedestrian Detection System by Pixel-Based Data Fusion -- Plugging Taxonomic Similarity in First-Order Logic Horn Clauses Comparison -- Empirical Assessment of Two Strategies for Optimizing the Viterbi Algorithm -- Approximate Frequent Itemset Discovery from Data Stream -- Kernel-Based Learning for Domain-Specific Relation Extraction -- Automatic Cluster Selection Using Index Driven Search Strategy -- The Necessity of Machine Learning and Epistemology in the Development of Categorization Theories: A Case Study in Prototype-Exemplar Debate -- Evolutionary Computation -- A Lexicographic Encoding for Word Sense Disambiguation with Evolutionary Neural Networks -- Feature Membership Functions in Voronoi-Based Zoning -- Optimal Planning with ACO -- Navigation in Evolving Robots: Insight from Vertebrates -- Search -- Social Tagging for Personalized Web Search -- Partitioning Search Spaces of a Randomized Search -- Improving Plan Quality in SAT-Based Planning -- A New Approach to Iterative Deepening Multiobjective A* -- High Performing Algorithms for MAP and Conditional Inference in Markov Logic -- Natural Language Processing -- A Robust Geometric Model for Argument Classification -- Probabilistic Ontology Learner in Semantic Turkey -- Semantic Annotation of Legal Modificatory Provisions -- Towards Extensible Textual Entailment Engines: The EDITS Package -- “Language Is the Skin of My Thought”: Integrating Wikipedia and AI to Support a Guillotine Player -- Analyzing Interactive QA Dialogues Using Logistic Regression Models -- Multi-agent Systems -- An Agent-Based Paradigm for Free-Hand Sketch Recognition -- Solving Integer Programming Problems by Using Artificial Bee Colony Algorithm -- Representing Excuses in Social Dependence Networks -- Application -- Statistical and Fuzzy Approaches for Atmospheric Boundary Layer Classification -- Learning Local Correspondences for Static Signature Verification -- ML Techniques for the Classification of Car-Following Maneuver -- An Asynchronous Cellular Automata-Based Adaptive Illumination Facility -- Relational Temporal Data Mining for Wireless Sensor Networks -- Ontology-Driven Co-clustering of Gene Expression Data -- Value-Driven Characters for Storytelling and Drama -- A Knowledge Management System Using Bayesian Networks -- Knowledge Discovery and Digital Cartography for the ALS (Linguistic Atlas of Sicily) Project -- Parameter Tuning of a Stochastic Biological Simulator by Metaheuristics -- Hypotheses about Typical General Human Strategic Behavior in a Concrete Case -- A Fuzzy Approach to Product Configuration on Standard Databases -- Classifying Human Body Acceleration Patterns Using a Hierarchical Temporal Memory. |
| Record Nr. | UNINA-9910484420803321 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2009 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Artificial Intelligence and Computational Intelligence [[electronic resource] ] : International Conference, AICI 2009, Shanghai, China, November 7-8, 2009, Proceedings / / edited by Hepu Deng, Lanzhou Wang, Fu Lee Wang, Jingsheng Lei
| Artificial Intelligence and Computational Intelligence [[electronic resource] ] : International Conference, AICI 2009, Shanghai, China, November 7-8, 2009, Proceedings / / edited by Hepu Deng, Lanzhou Wang, Fu Lee Wang, Jingsheng Lei |
| Edizione | [1st ed. 2009.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2009 |
| Descrizione fisica | 1 online resource (XX, 737 p.) |
| Disciplina | 006.3 |
| Collana | Lecture Notes in Artificial Intelligence |
| Soggetto topico |
Artificial intelligence
Data mining Computer simulation Pattern recognition Biometrics (Biology) Special purpose computers Artificial Intelligence Data Mining and Knowledge Discovery Simulation and Modeling Pattern Recognition Biometrics Special Purpose and Application-Based Systems |
| Soggetto genere / forma |
Kongress.
Schanghai (2009) |
| ISBN | 3-642-05253-3 |
| Classificazione |
DAT 700f
SS 4800 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Support Vector Machine -- Rough Set Theory -- Particle Swarm Optimization -- Neural Computation -- Intelligent Agents and Systems -- Information Security -- Immune Computation -- Genetic Algorithms -- Fuzzy Computation -- Biological Computing -- Applications of Computational Intelligence -- Ant Colony Algorithm -- Robotics -- Pattern Recognition -- Neural Networks -- Natural Language Processing -- Machine Vision -- Machine Learning -- Logic Reasoning and Theorem-Proving -- Knowledge Representation and Acquisition -- Intelligent Signal Processing -- Intelligent Scheduling -- Intelligent Information Retrieval -- Intelligent Information Fusion -- Intelligent Image Processing -- Heuristic Searching Methods -- Fuzzy Logic and Soft Computing -- Distributed AI and Agents -- Data Mining and Knowledge Discovering -- Applications of Artificial Intelligence -- Others. |
| Record Nr. | UNISA-996465579503316 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2009 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
