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Progress in Artificial Intelligence, Volume 1
Volume 1, Number 1, April 2012
- Francisco Herrera, Cesar Analide
:
Editors' Preface. 1 - Somchaya Liemhetcharat, Manuela M. Veloso:
Multi-robot map-merging-free connectivity-based positioning and tethering in unknown environments. 3-23 - Pedro Meseguer:
Towards 40 years of constraint reasoning. 25-43 - João Gama
A survey on learning from data streams: current and future trends. 45-55 - Diego Vidaurre, Concha Bielza
Forward stagewise naïve Bayes. 57-69 - Nicolás García-Pedrajas, Aida de Haro-García
Scaling up data mining algorithms: review and taxonomy. 71-87 - T. Ryan Hoens, Robi Polikar, Nitesh V. Chawla
Learning from streaming data with concept drift and imbalance: an overview. 89-101 - Josu Ceberio
A review on estimation of distribution algorithms in permutation-based combinatorial optimization problems. 103-117 - José Neves, Jorge Ribeiro
Evolutionary intelligence in asphalt pavement modeling and quality-of-information. 119-135
Volume 1, Number 2, July 2012
- Frank Dignum, Juan Pavón
Special issue: Multi-Agent Systems applications in transport. 137-138 - Neïla Bhouri
An agent-based computational approach for urban traffic regulation. 139-147 - Francisco Grimaldo, Miguel Lozano
Towards a model for urban mobility social simulation. 149-156 - Ivo J. P. M. Timóteo, Miguel R. Araujo
Using TraSMAPI for the assessment of multi-agent traffic management solutions. 157-164 - Rutger Claes, Tom Holvoet
Weighing communication overhead against travel time reduction in advanced traffic information systems. 165-172 - David Handford, Alex Rogers:
An agent-based social forces model for driver evacuation behaviours. 173-181 - Estanislao Mercadal
Double multiagent architecture for dynamic triage of victims in emergency scenarios. 183-191 - Laurent Vercouter, Jean-Paul Jamont
Lightweight trusted routing for wireless sensor networks. 193-202
Volume 1, Number 3, September 2012
- Alexander Gammerman:
Conformal predictors. 203-204 - Valentina Fedorova, Ilia Nouretdinov, Alex Gammerman:
Testing the Gauss linear assumption for on-line predictions. 205-213 - Sergio González-Sanz, Jesús Vega, Augusto Pereira
Region selection and image classification methodology using a non-conformity measure. 215-222 - Mikhail Dashevskiy, Zhiyuan Luo:
Two methods for reliable classification of network traffic. 223-234 - Olga Ivina, Ilia Nouretdinov, Alex Gammerman:
Valid predictions with confidence estimation in an air pollution problem. 235-243 - Dmitry Devetyarov, Ilia Nouretdinov, Brian Burford, Stephane Camuzeaux
Conformal predictors in early diagnostics of ovarian and breast cancers. 245-257
Volume 1, Number 4, December 2012
- Francisco Martín
Effective real-time visual object detection. 259-265 - Carlos Lopez-Molina
Extending the upper-lower edge detector by means of directional masks and OWA operators. 267-276 - Stella Heras
Agreement technologies and their use in cloud computing environments. 277-290 - Nicolas Cebron, Fabian Richter, Rainer Lienhart:
"I can tell you what it's not": active learning from counterexamples. 291-301 - Oscar Luaces
Binary relevance efficacy for multilabel classification. 303-313 - Iago Porto-Díaz, David Martínez-Rego
Information Theoretic Learning and local modeling for binary and multiclass classification. 315-328 - José A. Gámez, Juan L. Mateo, José M. Puerta
One iteration CHC algorithm for learning Bayesian networks: an effective and efficient algorithm for high dimensional problems. 329-346 - Vicente García
Surrounding neighborhood-based SMOTE for learning from imbalanced data sets. 347-362
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