What is included with this book?
Knowledge Representation | |
Topology and Knowledge of Multiple Agents | p. 1 |
A Propositional Dynamic Logic Approach for Order of Magnitude Reasoning | p. 11 |
Quantum-Based Belief Merging | p. 21 |
Planning and Scheduling | |
A Study of Schedule Robustness for Job Shop with Uncertainty | p. 31 |
A Synergy of Planning and Ontology Concept Ranking for Semantic Web Service Composition | p. 42 |
Towards the Use of XPDL as Planning and Scheduling Modeling Tool: The Workflow Patterns Approach | p. 52 |
Constraint Satisfaction and Optimization | |
A Heuristic Method for Balanced Graph Partitioning: An Application for the Demarcation of Preventive Police Patrol Areas | p. 62 |
Using Indexed Finite Set Variables for Set Bounds Propagation | p. 73 |
Probabilistic Reasoning | |
Extension of Bayesian Network Classifiers to Regression Problems | p. 83 |
Transfer Learning for Bayesian Networks | p. 93 |
Machine Learning | |
A Dipolar Competitive Neural Network for Video Segmentation | p. 103 |
Geodesic Generative Topographic Mapping | p. 113 |
Rough Evolutionary Fuzzy System Based on Interactive T-Norms | p. 123 |
K-Means Initialization Methods for Improving Clustering by Simulated Annealing | p. 133 |
Data Reduction Method for Categorical Data Clustering | p. 143 |
A Multi-measure Nearest Neighbor Algorithm for Time Series Classification | p. 153 |
Detection of Anomalies in Large Datasets Using an Active Learning Scheme Based on Dirichlet Distributions | p. 163 |
The SKM Algorithm: A K-Means Algorithm for Clustering Sequential Data | p. 173 |
Multiagent Systems | |
Ensuring Time in Real-Time Commitments | p. 183 |
Hybrid Multi-agent Architecture (HoCa) Applied to the Control and Supervision of Patients in Their Homes | p. 193 |
Mixing Greedy and Evolutive Approaches to Improve Pursuit Strategies | |
The Evolution of Negotiation and Impasse in Two-Party Multi-issue Bargaining | p. 213 |
Characters with Character | p. 223 |
Natural Language Processing | |
Automatic Generalization of a QA Answer Extraction Module Based on Semantic Roles | p. 233 |
A Multilingual Application for Automated Essay Scoring | p. 243 |
Combining Frequent and Discriminating Attributes in the Generation of Definite Descriptions | p. 252 |
A Machine Learning Approach to Portuguese Pronoun Resolution | p. 262 |
Text Classification on Embedded Manifolds | p. 272 |
An Improved Connectionist Translator between Natural Languages | p. 282 |
Intelligent Information Systems and NLP | |
A Framework for Information Retrieval Based on Fuzzy Relations and Multiple Ontologies | p. 292 |
Recommendation System for Automatic Recovery of Broken Web Links | p. 302 |
Conceptual Subtopic Identification in the Medical Domain | p. 312 |
Real-Time Open-Domain QA on the Portuguese Web | p. 322 |
Hyponymy Extraction and Web Search Behavior Analysis Based on Query Reformulation | p. 332 |
Semantics of Place: Ontology Enrichment | p. 342 |
Explicit Dynamic User Profiles for a Collaborative Filtering Recommender System | p. 352 |
Text Retrieval through Corrupted Queries | p. 362 |
Robotics | |
Dynamic Velocity Field Angle Generation for Obstacle Avoidance in Mobile Robots Using Hydrodynamics | p. 372 |
Motion Planning for Cooperative Multi-robot Box-Pushing Problem | p. 382 |
Multi-robot Exploration and Mapping Using Self Biddings | p. 392 |
Coordinated Multi-robot Exploration with SRT-Radial | p. 402 |
On the Selection of a Classification Technique for the Representation and Recognition of Dynamic Gestures | p. 412 |
Applications | |
A Fuzzy Hybrid Intelligent System for Human Semen Analysis | p. 422 |
Genetic Programming for Predicting Protein Networks | p. 432 |
Fragmentation and Frontier Evolution for Genetic Algorithms Optimization in Music Transcription | p. 442 |
Applying Genetic Programming to Civil Engineering in the Improvement of Models, Codes and Norms | p. 452 |
Author Index | p. 461 |
Table of Contents provided by Ingram. All Rights Reserved. |
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