Publications

I. R.-Roda, Poch M., M. Sànchez-Marrè and U. Cortés. Development of a knowledge based system to support the management of biotechnological processes: application to wastewater treatment plants. Chapter in Recent Research Developments in Biotechnology and Bioengineering, 3, pp. 129-141. ISBN 81-7736-031-0. December 2000.

U. Cortés & M. Sànchez-Marrè (Eds.). Workshop Notes on 2nd ECAI Workshop on Binding Environmental Sciences and Artificial Intelligence (BESAI'2000). European Conference on Artificial Intelligence (ECAI'2000). Berlin, Germany, August, 2000.

U. Cortés, M. Sànchez-Marrè, L. Ceccaroni, I. R-Roda & M. Poch. Artificial Intelligence and Environmental Decision Support Systems. Applied Intelligence 13(1):77-91, July 2000.

U. Cortés and M. Sànchez-Marrè. Environmental Decision Support Systems and Artificial Intelligence: New Issues. AI Magazine 21(1):97-98, Spring 2000.

L. Ceccaroni, U. Cortés & M. Sànchez-Marrè. Integrated Management of Wastewater Treatment. 3rd Catalan Conference on Artificial Intelligence (CCIA'2000). ACIA Bulletin 22:219-233. Vilanova i la Geltrú, Catalonia, EU. October, 2000.

U. Cortés, M. Sànchez-Marrè, J. Comas, I. R-Roda & M. Poch. Knowledge Management in Environmental Decision Support Systems. 2nd ECAI Workshop on Binding Environmental Sciences and Artificial Intelligence (BESAI'2000), pp. 1:1-1:6. Berlin, Germany. August 2000.

J. Comas, S. Dzeroski & M. Sànchez-Marrè. Applying Machine Learning Methods to Wastewater Treatment Plant data. 2nd ECAI Workshop on Binding Environmental Sciences and Artificial Intelligence (BESAI'2000), pp. 10:1-10:11. Berlin, Germany. August 2000.

Ceccaroni, L. and Robertson, D. WaRP - A Reactive Planner integrated in an environmental decision-support system for Wastewater treatment plant management. Proceedings of ECAI 2000. Berlin, Germany. August 2000.

Ceccaroni, L. Integration of a rule-based expert system, a case-based reasoner and an ontological knowledge-base in the wastewater domain. 2nd ECAI Workshop on Binding Environmental Sciences and Artificial Intelligence (BESAI'2000), pp. 8:1-8:10. Berlin, Germany. August 2000.

Ceccaroni, L., Cortes, U. and Sanchez-Marre, M. WaWO - An ontology embedded into an environmental decision-support system for wastewater treatment plant management. Proceedings of the workshop ECAI 2000 - W09: Applications of ontologies and problem-solving methods. Berlin, Germany. August 2000.

L. Ceccaroni, J. Comas & M. Sànchez-Marrè. Semi-automatic learning with quantitaive and qualitative features. 8th Spanish Conference on Artificial Intelligence / III Technological Transfer of Artificial Intelligence (CAEPIA'99 / TTIA'99), pp. 17-25. ISBN 931170-0-5. Murcia, Spain, November 1999.

I. R-Roda, M. Poch, M. Sànchez-Marrè, U. Cortés & J. Lafuente. Consider a Case-Based System for Control of Complex Processes. Chemical Engineering Progress 95(6):39-48, June 1999.

U. Cortés, M. Sànchez-Marrè, I. R.-Roda and D. Riaño. Binding Environmental Sciences and Artificial Intelligence on ECAI'98. AI Communications 12(4):261-265, 1999.

U. Cortés & M. Sànchez-Marrè (Eds.). Workshop Notes on AAAI'99 Workshop on Environmental Decision Support Systems and Artificial Intelligence (EDSSAI'99). National Conference on Artificial Intelligence (AAAI’99). Orlando, FL. USA. July, 1999. AAAI Technical Report WS-99-07. AAAI Press. ISBN 1-57735-091-x, 1999.

M. Sànchez-Marrè, U. Cortés, I. R.-Roda, M. Poch. Binding Environmental Sciences and Artificial Intelligence in Environmental Modelling & Software. Environmental Modelling & Software 14:335-337, May 1999.

R.-Roda I., Comas J., Sànchez-Marrè M., Cortés U., Lafuente J. & Poch M. "Expert system development for a real waste water treatment plant". Chemical Industry and Environment III, pp. 653-660. Edited by R. Zarzycki and Z. Malecki, ISBN 83-87198-68-4. Kraków, Poland, September 1999.

R.-Roda I., Sànchez-Marrè M., Comas J., Cortés U., Lafuente J. & Poch M. "An Intelligent Integration to improve the Control and Supervision of large WWTP". 8th IAWQ Conference on Design, Operation and Economics of Large Wastewater Treatment Plants, pp. 566-570, Published by Budapest University of Technology, ISBN 963 420 606 9. Budapest, Hungary, September 1999.

Riaño D., Sànchez-Marrè M. & R.-Roda I. "A Wastewater Treatment Plant Multiagent System". 3rd World Multiconference on Systemics, Cibernetics and Informatics (SCI'99), pp. 586-591, Orlando, USA. July 1999.

Cortés U., Sànchez-Marrè M., R.-Roda I. & Poch M. "Towards Environmental Decision Support Systems". In AAAI'99 Workshop on Environmental Decision Support Systems and Artificial Intelligence (EDSSAI'99). Technical Report WS-99-07, AAAI Press, pp.8-14, ISBN 1-57735-091-x, Orlando, USA. July 1999.

I. R-Roda, J. Comas, J. Colprim, J. Baeza, M. Sànchez-Marrè & U. Cortés. A Multi-paradigm Decision Support System to improve WWTP Operation. In AAAI'99 Workshop on Environmental Decision Support Systems and Artificial Intelligence (EDSSAI'99). Technical Report WS-99-07, AAAI Press, pp.68-73, ISBN 1-57735-091-x. Orlando, USA. July 1999.

J.M. Gimeno, J. Béjar, M. Sànchez-Marrè, U. Cortés, I. R-Roda & M. Poch. A hybrid AI framework for process supervision: integrating multi-knowledge problem solving and learning. VI Congreso Iberoamericano d’Inteligencia Artificial (IBERAMIA 98), pp. 161-174. Lisboa, Portugal. October 1998.

U. Cortés & M. Sànchez-Marrè (Eds.). Workshop Notes on ECAI'98 Workshop on Binding Environmental Sciences and Artificial Intelligence (BESAI'98). European Conference on Artificial Intelligence (ECAI'98). Brighton, UK, August, 1998.

M. Sànchez-Marrè, U. Cortés, I. R-Roda & M. Poch. Case Learning through a similarity measure for continuous domains. ECAI’98 Workshop on Binding Environmental Sciences and Artificial Intelligence (BESAI’98), pp. 39-54. Brighton, U.K. August 1998.

J.M. Gimeno, M. Sànchez-Marrè, J. Béjar, U. Cortés and I. R-Roda. Modelling WWTP Dynamics by means of Transition Networks. ECAI’98 Workshop on Binding Environmental Sciences and Artificial Intelligence (BESAI’98), pp. 109-116. Brighton, U.K. August 1998.

R.-Roda I., Comas J., Sànchez M., Cortés U., Lafuente J. & Poch M. "Specific knowledge base development to build an expert system for wastewater treatment plant management". IAWQ 19th Biennal International Conference. Vancouver, 21-26 June, 1998.

J.M. Gimeno, J. Béjar, M. Sànchez-Marrè, U. Cortés and I. R.-Roda. Discovering and Modeling Process Change: an Application to Industrial Processes. Procc. of the 2nd Int. Conference on the Practical Application of Knowledge Discovery and Data Mining (PADD 98), pp. 143-153. London, U.K. March, 1998.

I. R.-Roda, M. Poch, J. Lafuente, M. Sànchez-Marrè, J.M. Gimeno, U. Cortés. An Integrated Intelligent System to Improve Wastewater Treatment Plant Operation. Int. Workshop on Decision and Control in Waste Bio-Processing (WASTE DECISION 98) . Montpellier-Narbonne, France. February, 1998.

J. Comas, I. R.-Roda, M. Poch, M. Sànchez-Marrè, J.M. Gimeno, U. Cortés. An Integrated Intelligent System to Improve Wastewater Treatment Plant Operation. Part II: The Lloret Case Study. Int. Workshop on Decision and Control in Waste Bio-Processing (WASTE DECISION 98). Montpellier-Narbonne, France. February, 1998.

J. Béjar, U. Cortés, M. Sànchez-Marrè, J.M. Gimeno, M. Poch. Applying Domain Knowledge to the Discovery of Operating Situations in WWTP. Int. Conference on Intelligent Information Systems (IIS'97). The Bahamas. IEEE Computer Society Press, pp. 360-364. December, 1997.

J.M. Gimeno, J. Béjar, M. Sànchez-Marrè, U. Cortés, I. R-Roda, M. Poch, J. Lafuente. Providing WWTP with Predictive Knowledge based on Transition Networks. Int. Conference on Intelligent Information Systems (IIS'97). IEEE Computer Society Press, pp. 355-359. The Bahamas. December, 1997.

J.M. Gimeno, J. Béjar, M. Sànchez-Marrè, U. Cortés, I. R-Roda, M. Poch, J. Lafuente. Learning Transition Networks from WWTP Real Operational Data. Jornades d'Intel·ligència Artificial: Noves tendències (JIA'97). ACIA Bulletin 12:62-69. Lleida, Catalonia, Spain. October, 1997.

M. Sànchez-Marrè, U. Cortés, I. R.-Roda, M. Poch, and J. Lafuente. Learning and Adaptation in WWTP through Case-Based Reasoning. Special issue on Machine Learning of Microcomputers in Civil Engineering 12(4):251-266. July, 1997.

M. Sànchez-Marrè, U. Cortés, J. Béjar, J. De Gràcia, J. Lafuente and M. Poch. Concept Formation in WWTP by means of Classification Techniques: a Compared Study. Applied Intelligence 7(2):147-166. April, 1997.

M. Sànchez-Marrè, U. Cortés, J. Lafuente, I. R.-Roda, and M. Poch. DAI-DEPUR: an Integrated and Distributed Architecture for Wastewater Treatment Plants Supervision. Artificial Intelligence in Engineering 10(3):275-285, August 1996.

P. Serra, M. Sànchez-Marrè, J. Lafuente, U. Cortés, and M. Poch. ISCWAP: a Knowledge-Based System for Supervising Activated Sludge Processes. Computers & Chemical Engineering 21(2):211-221, October 1996.

M. Sànchez-Marrè. DAI-DEPUR: An Integrated Supervisor Multi-Level Architecture for Wastewater Treatment Plants. Ph.D. Thesis. ISBN 84-7653-604-6. Edicions de la Universitat Politècnica de Catalunya, 1996.

M. Sànchez-Marrè, U. Cortés, J. Lafuente, I. R.-Roda, and M. Poch. Knowledge-Based Techniques in Wastewater Treatment Plants Managment. Submitted to Enciclopedia of Life Support Systems (EOLSS). September, 1995.

M. Poch, J. Lafuente, M. Sànchez-Marrè, U. Cortés and R. Tomàs. Expert Systems: a New Tool to help in the Wastewater Treatment Plants Management (In Spanish). Tecnología del Agua XV(141):25-31. Elsevier Prensa S.A., 1995.

M. Sànchez-Marrè, U. Cortés, I. R-Roda and M. Poch. Integrating General Expert Knowledge and Specific Experimental Knwoledge in WWTP. Procc. of the IJCAI'95 Workshop on Artificial Intelligence and the Environment, pp 75-81. Montréal, Canada. August 1995.

M. Sànchez-Marrè, I. R-Roda, M. Poch, U. Cortés and J. Lafuente. DAI-DEPUR Architecture: Distibuted Agents for Real-Time WWTP Supervision and Control. Procc. of 2nd IFAC/IFIP/IMACS Symposium on Artificial Intelligence in Real-Time Control (AIRTC'94), pp. 147-152. València, Spain. October 1994.

M. Sànchez-Marrè, I. R-Roda, J. Lafuente, U. Cortés and M. Poch. Real Time Supervision of Wastewater Treatment Plants: A Distributed AI Approach. Preprints of 2nd IFAC Workshop on Computer Software Structures Integrating AI/KBS (CSI-AI/KBS'94), pp. 188-193. Lund, Sweden. August 1994.

P. Serra, M. Sànchez-Marrè, J. Lafuente, U. Cortés, and M. Poch. DEPUR: a Knowledge-Based Tool for Waste Water Treatment Plants. Engineering Applications of Artificial Intelligence 7(1):23-30, 1994.

Ll. Belanche, M. Sànchez-Marrè, U. Cortés and P. Serra. A Knowledge-Based System for the Diagnosis of Waste-water Treatment Plant. Procc. of 5th International Conference on Industrial and Engineering Applications of AI ad Expert Systems (IEA/AIE-92). LNAI-604, pp. 324-336, Springer-Verlag. Paderborn, Germany. June 1992.