Spatial tessellations: concepts and applications of Voronoi diagrams
Spatial tessellations: concepts and applications of Voronoi diagrams
Web Services Essentials
Perspectives on Organizations in Multi-agent Systems
EASSS '01 Selected Tutorial Papers from the 9th ECCAI Advanced Course ACAI 2001 and Agent Link's 3rd European Agent Systems Summer School on Multi-Agent Systems and Applications
The Evolution of a WILDLAND Forest FIRE FRONT
The Visual Computer: International Journal of Computer Graphics
Hybrid multi-agent architecture as a real-time problem-solving model
Expert Systems with Applications: An International Journal
Fast Iterative Kernel Principal Component Analysis
The Journal of Machine Learning Research
Computer vision techniques for forest fire perception
Image and Vision Computing
Automatic bandwidth selection for circular density estimation
Computational Statistics & Data Analysis
Soa in practice
Applying a Dynamic Data Driven Genetic Algorithm to Improve Forest Fire Spread Prediction
ICCS '08 Proceedings of the 8th international conference on Computational Science, Part III
Load Balancing Spatial Analysis in XML/GML/SVG Based WebGIS
ESIAT '09 Proceedings of the 2009 International Conference on Environmental Science and Information Application Technology - Volume 02
A rule-based CBR approach for expert finding and problem diagnosis
Expert Systems with Applications: An International Journal
A forecasting solution to the oil spill problem based on a hybrid intelligent system
Information Sciences: an International Journal
Expert Systems with Applications: An International Journal
Obtuse triangle suppression in anisotropic meshes
Computer Aided Geometric Design
An intelligent tutoring module controlled by BDI agents for an e-learning platform
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Extending CBR with multiple knowledge sources from web
ICCBR'10 Proceedings of the 18th international conference on Case-Based Reasoning Research and Development
Self-organization in an agent network: A mechanism and a potential application
Decision Support Systems
IEEE Transactions on Neural Networks
Hi-index | 12.05 |
In this interdisciplinary study a novel hybrid forecasting system is presented, in which an isotropic buffer operator is applied for case-based creation within the structure of the organization-based multi-agent system. Commonly used as an image analysis technique by commercial Geographic Information Systems (GIS), the buffer operator in this particular system calculates the area of a forest fire for prediction and visualization tasks. The use of the buffer operator improves the quality of the data used by the system and in consequence the quality of the results obtained. The system has been successfully tested using real historical data on forest fires evolution, by generating accurate predictions.