Publications

Theses

[1]
M. Sànchez-Marrè. DAI-DEPUR: An Integrated Supervisor Multi-Level Architecture for Wastewater Treatment Plants. Ph.D. Thesis. Departament de Llenguatges i Sistemes Informàtics. Universitat Politècnica de Catalunya, 1996.
[2]
M. Sànchez-Marrè. DEPUR: aplicació dels sistemes basats en el coneixement al diagnóstic en plantes de tractament d'aigües residuals. Master's Thesis. Research Report LSI-91-35 (In Catalan). Facultat d'Informàtica de Barcelona. Universitat Politècnica de Catalunya, 1991.
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Books

[1]
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.
[2]
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.
[3]
A. Moreno, E. Armengol, J. Bejar, Ll. Belanche, U. Cortés, R. Gavaldà, J. M. Gimeno, B. López, M. Martín and M. Sànchez-Marrè. Machine Learning. (In Spanish). Col.lecció POLITEX, No. 36. Àrea de computació i control. ISBN 84-7653-531-7. Edicions UPC, 1994.
[4]
U. Cortés, Béjar, A. Moreno, J. M. Gimeno, H. Rodríguez, Ll. Belanche M. Martín, M. Sànchez-Marrè and R. Sangüesa. Artificial Intelligence. (In Spanish). Col.lecció POLITEX, No. 17. Àrea de computació i control. ISBN 84-7653-460-4. Edicions UPC, 1993.
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Workshop Notes

[1]
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.
[2]
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.
[3]
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.
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Workshop Reports

[1]
U. Cortés and M. Sànchez-Marrè. Environmental Decision Support Systems. AI Communications 14(1):1-2, January-March 2001.
[2]
U. Cortés and M. Sànchez-Marrè. Environmental Decision Support Systems and Artificial Intelligence: New Issues. AI Magazine 21(1):97-98, April-June, Spring 2000.
[3]
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, October-December 1999.
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Chapters of Books

[1]
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.
[2]
U. Cortés and M. Sànchez-Marrè. Environmental Exercises in Computer Science (In Catalan). Chapter in Environmental Exercises in Technological Studies (J. Jorge, ed.). University Monographies, 2, pp. 61-73. Dipòsit legal: B-50799-2000. Generalitat de Catalunya. Dept. de Medi Ambient. November 2000.
[3]
M. Sànchez-Marrè, U. Cortés, J. Béjar, I. R.-Roda and M. Poch. Reflective Reasoning in a CBR Agent. Chapter in Collaboration Between Human and Artificial Societies. Coordination and Agent-Based Distributed Computing (J. A. Padget, ed.). ISBN 3-540-66930-2. Lectures Notes in Artifical Intelligence, pp. 143-158, LNAI-1624, Springer-Verlag. December, 1999.
[4]
J. Berenguer i Sau and M. Sànchez-Marrè. Information Technologies and the Environment (In Catalan). Chapter in Environment and Technology, (A.L. Torres & I. Capdevila, eds.) (In Catalan). Col.lecció POLITEX, No. 73, pp. 273-284. ISBN 84-8301-278-2. Edicions UPC, 1998.
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Journals

[1]
M. Poch, I. R-Roda, J. Comas, J. Baeza, J. Lafuente, M. Sànchez-Marrè & U. Cortés. Wastewater treatment improvement trough an intelligent integrated supervisory system. To appear in Contributions to Science, 2001.
[2]
I. R-Roda, M. Poch, M. Sànchez-Marrè & U. Cortés. Automatic Knowledge Acquisition from Complex Processes for the Development of Knowledge Based Systems. To appear in Industrial and Engineering Chemistry Research, 2001.
[3]
J.M. Gimeno, J. Béjar & M. Sànchez-Marrè. Nearest-Neighbours for time series. To appear in Applied Intelligence, 2001.
[4]
I. R-Roda, M. Sànchez-Marrè, J. Comas, U. Cortés & M. Poch. Development of a Case-Based System for the Supervision of an Activated Sludge Process. Environmental Technology 22:477-486, April 2001.
[5]
J. Comas, S. Dzeroski, K. Gibert, I. R.-Roda & M. Sànchez-Marrè. Knowledge Discovery by means of inductive methods in wastewater treatment plant data. AI Communications 14(1):45-62, January 2001.
[6]
U. Cortés, M. Sànchez-Marrè, R. Sangüesa, J. Comas, I. R-Roda, M. Poch & D. Riaño. Knowledge Management in Environmental Decision Support Systems. AI Communications 14(1):3-12, January 2001.
[7]
M. Sànchez-Marrè, U. Cortés, I. R.-Roda and M. Poch. Using Meta-cases to Improve Accuracy in Hierarchical Case Retrieval. Computación y Sistemas 4(1):53-63, July 2000.
[8]
U. Cortés, M. Sànchez-Marrè & M. Poch. Artificial Intelligence and Environmental Applications. Applied Intelligence 13(1):5-6, July 2000.
[9]
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.
[10]
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.
[11]
M. Sànchez-Marrè, U. Cortés, I. R.-Roda, M. Poch. Sustainable Case Learning for continuous domains. Environmental Modelling & Software 14:349-357, May 1999.
[12]
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.
[13]
M. Poch, I. R.-Roda, M. Sànchez-Marrè, J. Lafuente & U. Cortés. An Intelligent System for controlling a Wastewater Treatment Plant (In Catalan). Scientia Gerundensis 23, year 1997-1998, 1998.
[14]
J. Béjar, M. Sànchez-Marrè and U. Cortés. Machine Learning (In Spanish). Novatica 131:9-13, January-February 1998.
[15]
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.
[16]
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.
[17]
U. Cortés, T.P. Hall, E. Mor and M. Sànchez-Marrè. Agents on the network (In Spanish). Novatica 124:50-52, November-December 1996.
[18]
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.
[19]
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.
[20]
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.
[21]
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.
[22]
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.
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Conferences

[1]
I. R-Roda, M. Sànchez-Marrè, J. Comas, J. Baeza, J. Colprim, J. Lafuente, U. Cortés & M. Poch. A Hybrid Supervisory System to Support Wastewater Treatment Plant Operation. 1st IWA Conference on Instrumentation, Control and Automation (ICA'2001). Malmö, Sweden. June 2001.
[2]
D. Riaño, M. Sànchez-Marrè & I. R-Roda. Autonomous Agent Architecture to Supervise and Control a Wastewater Treatment Plant. 14th Int. Conference on Industrial and Engineering Applications of Expert Systems and Artificial Intelligence (IEA/AIE'2001). Budapest, Hungary. June 2001.
[3]
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.
[4]
L. Ceccaroni, U. Cortés & M. Sànchez-Marrè. Wawo - An ontology embedded into an environmental decision support system for WWTP management. ECAI Workshop on Applications of ontologies and problem-solving methods, pp. 2:1-2:9. Berlin, Germany. August 2000.
[5]
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.
[6]
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.
[7]
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.
[8]
M. Sànchez-Marrè, U. Cortés, I. R-Roda & M. Poch. Meta-cases: a Strategy to Improve Performance and Accuracy in Case Retrieval. 2nd Catalan Conference on Artificial Intelligence (CCIA'99). ACIA Bulletin 18-19:161-169. Girona, Catalonia, EU. October, 1999.
[9]
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.
[10]
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.
[11]
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.
[12]
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.
[13]
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.
[14]
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.
[15]
M. Sànchez-Marrè, U. Cortés, I. R-Roda & M. Poch. L'Eixample Distance: a New Similarity Measure for Case retrieval. 1st Catalan Conference on Artificial Intelligence(CCIA'98). ACIA Bulletin 14-15:246-253. Tarragona, Catalonia, EU. October, 1998.
[16]
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.
[17]
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.
[18]
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.
[19]
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.
[20]
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.
[21]
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.
[22]
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.
[23]
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.
[24]
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.
[25]
M. Sànchez-Marrè, J. Béjar, N. Castell, U. Cortés, J.M. Gimeno, H. Rodríguez. La enseñanza de la Inteligencia Artificial básica en la Facultat d'Informàtica de Barcelona. Actas de las Jornadas sobre Enseñanzas Universitarias de Informática (JENUI'97)(In Spanish). Servicio de Publicaciones de la UPM, pp. 247-254. Madrid, Spain. June 1997.
[26]
M. Sànchez-Marr&egrave. Artificial Intelligence: a new tool for research and teaching in nursery. Invited Conference and Panel. First European Congress on Computer Science in Nursery, Ciutat Sanitària i Universitària de Bellvitge, Barcelona. Catalonia, Spain. May 1997.
[27]
M. Sànchez-Marrè, J. Béjar, U. Cortés. Reflective Reasoning in a CBR agent. Procc. of the VIM Project Spring Workshop on Collaboration Between Human and Artificial Societies, Lanjarón, Granada, Spain. May 1997.
[28]
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.
[29]
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.
[30]
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.
[31]
M. Poch, J. Lafuente, P. Serra, C. Fu, R. Moreno, I. Serra, C. de Prada, M. del Valle, J. Bartrolí, M. Sànchez-Marrè, U. Cortés and R. Tomàs. Control de los biorrecatores de lodos activados: de la monitorización a la inteligencia artificial. Actas del Congreso Español de Biotecnología (BIOTEC-92). Santiago de Compostela, Spain. September, 1992.
[32]
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.
[33]
Ll. Belanche, M. Sànchez-Marrè, and U. Cortés. Un sistema basado en el conocimiento para la diagnosis en plantas de tratamiento de aguas residuales. (In Spanish) Memorias del III Congreso Iberoamericano de Inteligencia Artificial (IBERAMIA-92), pp. 41-58. La Habana, Cuba. February 1992.
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Research/Technical Reports

[1]
J. Padget, C. Sierra, U. Cortés, M. Sànchez-Marrè & J. Béjar. Procc. of the VIM Project Spring Workshop on Collaboration Between Human and Artificial Societies, Lanjarón, Granada, Spain. Research Report LSI-97-36-R. Dept. de Llenguatges i Sistemes Informàtics, Universitat Politècnica de Catalunya, May 1997.
[2]
P. Serra, M. Sànchez-Marrè, J. Lafuente, U. Cortés and M. Poch. DEPUR: a knowledge-based tool for wastewater treatment plants. Research Report LSI-93-39-R. Dept. de Llenguatges i Sistemes Informàtics, Universitat Politècnica de Catalunya, 1993.
[3]
M. Sànchez-Marrè. DEPUR: Aplicació del sistemes basats en el coneixement al diagnòstic en plantes de tractament d'aigües residuals. Master's Thesis. Research Report LSI-91-35 (In Catalan). Dept. de Llenguatges i Sistemes Informàtics, Universitat Politècnica de Catalunya, 1991.
[4]
M. Sànchez-Marrè. Representació del coneixement: una síntesi. Research Report LSI-91-18 (In Catalan). Dept. de Llenguatges i Sistemes Informàtics, Universitat Politècnica de Catalunya, 1991.
[5]
M. Sànchez-Marrè. DEPUR: Una aplicació de MILORD per al tractament d'aigues residuals en una depuradora. Research Report LSI-90-12 (In Catalan). Dept. de Llenguatges i Sistemes Informàtics, Universitat Politècnica de Catalunya, 1990.
[6]
M. Sànchez-Marrè. UPCLISP: de vinculació dinàmica a shallow-binding. Technical Report (In Catalan). Dept. de Llenguatges i Sistemes Informàtics, Universitat Politècnica de Catalunya, May 1988.
[7]
M. Sànchez-Marrè. Verbal framing for the monolingual entries in the Intercoder system. Technical Report. Siemens S.A. (CDS), 1988.
[8]
J. Quer and M. Sànchez-Marrè. The Spanish Intercoder and Defaulter Version. Technical Report METAL-SP.3. Siemens S.A. (CDS), 1988.
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Others

[1]
M. Sànchez-Marrè. AIRTC'94 Report. ACIA Bulletin No. 1, pp. 12-13. ACIA publication. Dip.L. GI-1348/94. Fall, 1994.
[2]
M. Sànchez-Marrè. Ph.D. Thesis Abstract. ACIA Bulletin No. 6, pp. 6. ACIA publication. Dip.L. GI-1348/94. Winter, 1996.
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