Organisers
Miquel Sànchez-Marrè, KEMLG, Technical University of Catalonia, Catalonia (contact:
miquel@lsi.upc.edu)
Joaquim Comas, Laboratory of Chemical and Environmental Engineering, University of Girona, Catalonia
Ignasi Rodríguez-Roda, Laboratory of Chemical and Environmental Engineering, University of Girona, Catalonia
Karina Gibert, KEMLG, Technical University of Catalonia, Catalonia
Rick Sojda, NRMSC, US Dept. of the Interior - Geological Survey/Ecology Dept., Montana State University, USA
Peter Struss, Computer Science Department, Technical University of Munich, Germany
Jean Philippe Steyer, PEACE group, Environmental Biotechnology Laboratory - INRA, France
Virgínia Brilhante, Computing Science Department, Federal University of Amazonas – UFAM, Manaus, Brazil
Topics
- Methodologies and frameworks for the development of IEDSSs
- Integration of AI and Statistical/Mathematical models in IEDSSs
- Model recomendation in IEDSSs
- Benchmarking and validation of IEDSSs.
Description
The session will focus a discussion platform for Artificial Intelligence (AI) and Environmental researchers involved in the development of applications in the Intelligent Environmental Decision Support Systems (IEDSS) area. Nowadays, AI techniques such as rule-based reasoning, fuzzy models, case-based reasoning, qualitative reasoning, artificial neural networks, genetic algorithms and programming, model-based reasoning, bayesian networks, multiagent systems, etc., enable the construction of reliable and real applications. IEDSS are present in the environmental management process at different levels such as hazard identification, risk assessment, risk evaluation and intervention decision-making, but there is neither well defined methodology or framework for the development of IEDSSs nor for Model integration nor for Model recomendatiom techniques nor for Benchmarking and validation of IEDSSs. These are the open challenges to be addressed by the session papers.
Session participants may come from all environmental science and AI fields.
Schedule
Tuesday 8
|
| Time
| Title
| Authors
| Place
|
| 9:30 - 9:50
| 'An approach to formal modeling of environmental knowledge via concept maps and ontologies'
| A. Simón-Cuevas, L. Ceccaroni and A. Rosete-Suárez
| A6103
|
| 9:50 - 10:10
| 'Managing Insular Tropical Environment through Data and Knowledge Bases by using Web Services: a case study on Corals and Herbarium of La Réunion Island'
| N. Conruyt, D. Sebastien, D. Payet, Y. Geynet, D. Caron, and D. Grosser
| A6103
|
| 10:10 - 10:30
| 'An Intelligent Decision Support System for Environmental Impact Assessment of Industrial Projects'
| S. Aly and I. Vrana
| A6103
|
| 10:30 - 10:50
| 'Intelligent Environmental Decision Support System for integrated operation of Membrane Bioreactors'
| I. Rodríguez-Roda, J. Comas, H. Monclús, J. Sipma and M Poch
| A6103
|
| 11:20 - 11:40
| 'A new definition of Minimum Sustainable Flow based on water quality modelling and fuzzy processing'
| S. Marsili-Libelli, A. Nocita, E. Giusti and M. Saccà
| A6103
|
| 11:40 - 12:00
| 'Improving process performance in wastewater treatment plants using an intelligent environmental decision support system'
| L. Corominas, J. Denamur, X. Flores-Alsina and J. Comas
| A6103
|
| 12:00 - 12:20
| 'Genetic algorithm based technique for defining threshold regression models'
| J.C.M. Pires, F.G. Martins, M.C.M. Alvim-Ferraz and M.C. Pereira
| A6103
|
| 12:20 - 12:40
| 'Optimum Water Allocation at Basin Scale Using Meta-Modeling'
| M. Shourian and S. Jamshid Mousavi
| A6103
|
| 12:40 - 13:00
| 'Machine Learning Algorithms for GeoSpatial Data. Applications and Software Tools'
| M. Kanevski, A. Pozdnoukhov and V. Timonin
| A6103
|
| 15:00 - 15:20
| 'Semi-Supervised Support Vector Machine for Natural Hazards Forecasting. Case Study: Snow Avalanches'
| A. Pozdnoukhov, R. S. Purves and M. Kanevski
| A6103
|
| 15:20 - 15:40
| 'Using Artificial Neural Networks to Predict Local Disease Risk Indicators with Multi-Scale Weather, Land and Crop Data'
| A. Pechenick and D.M. Rizzo
| A6103
|
| 15:40 - 16:00
| 'Incorporating Likelihood information into Multi-objective Calibration of Conceptual Rainfall-Runoff Models'
| A. Azemi, A. H. C. Chan and X. Yao
| A6103
|
| 16:00 - 16:20
| 'Environmental data inference through fuzzy clustering'
| S. Marsili-Libelli and E. Giusti
| A6103
|
| 16:40 - 17:00
| 'Bayesian Challenges in Integrated Catchment Modelling'
| V. Kumar, A. Holzkaemper, B. Surridge, P.I. Rockett, M. Niranjan and D. N. Lerner
| A6103
|
| 17:00 - 17:20
| 'Developing Bayesian network models within a Risk Assessment framework'
| C. A. Pollino and B. T. Hart
| A6103
|
| 17:20 - 17:40
| 'Spatially Distributed Identification of Debris Flow Source Areas by Credal Networks'
| A. Salvetti, A. Antonucci, and M. Zaffalon
| A6103
|
| 17:40 - 18:00
| 'Learning conditional probabilities in event bushes with temporal labels'
| S. I. Nikolenko, C. A. Pshenichny , R. Carniel
| A6103
|
Wednesday 9
|
| 9:30 - 9:50
| 'Towards A Framework for the Development of Intelligent Environmental Decision Support Systems'
| M. Sànchez-Marrè, J. Comas, I. Rodríguez-Roda, M. Poch and U. Cortés
| A6103
|
