Miquel Sànchez-Marrè

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Ulises CortesProfessor of Artificial Intelligence, Universitat Politècnica de CatalunyaVerified email at cs.upc.edu
Karina GibertFull professor at Universitat Politècnica de Catalunya-BarcelonaTechVerified email at upc.edu
francisco javier lafuente SanchoProfessor of chemical engineering, Universitat Autònoma de BarcelonaVerified email at uab.cat
Luigi CeccaroniEarthwatchVerified email at 1000001labs.org
Javier BejarAssociate Professor of Artificial Intelligence, Universitat Politècnica de CatalunyaVerified email at cs.upc.edu
Javier Vazquez-SalcedaAssociate Professor, Universitat Politecnica de CatalunyaVerified email at cs.upc.edu
CARLO CALTAGIRONEPROFESSORE DI NEUROLOGIA FONDAZIONE SANTA LUCIAVerified email at hsantalucia.it
Cristina UrdialesProfessor (Electronics Technology), University of MalagaVerified email at uma.es
Ioannis N. AthanasiadisWageningen University and ResearchVerified email at wur.nl
Mario MartinUniversitat Politecnica de CatalunyaVerified email at lsi.upc.edu
Joaquín IzquierdoEmeritus Professor, Universitat Politècnica de ValènciaVerified email at upv.es
Fernando Orduña CabreraInternational Institute for Applied Systems AnalysisVerified email at iiasa.ac.at
Juan Antonio Baeza (ORCID: 0000-00...Full Professor, Dep. Chemical, Biological and Environ. Engineering, Universitat Autònoma BarcelonaVerified email at uab.cat
David RiañoAssociate Professor, Universitat Rovira i VirgiliVerified email at urv.cat
Lola CañameroFull Professor, INEX Chair of Neuroscience and Robotics, ETIS Lab, CY Cergy Paris University, FranceVerified email at cyu.fr
Miquel À. Cugueró-EscofetPolytechnic University of Catalonia – BarcelonaTech (UPC)Verified email at upc.edu
Geoffrey HolmesUniversity of WaikatoVerified email at waikato.ac.nz
Montserrat Aulinas MasóPart-time teacher at University of Girona (UdG)Verified email at udg.edu
Saso DzeroskiJozef Stefan Institute, Dept. of Knowledge TechnologiesVerified email at ijs.si
Alípio JorgeUniversity of Porto, FCUP, DCC, INESC TEC, LIAADVerified email at fc.up.pt

Miquel Sànchez-Marrè

Associate Professor of Computer Science, Universitat Politècnica de Catalunya · BarcelonaTech

Verified email at cs.upc.edu - Homepage

Artificial Intelligence Case-Based Reasoning Machine Learning Intelligent Decision Support Systems Data Mining


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Designing and building real environmental decision support systems M Poch, J Comas, I Rodríguez-Roda, M Sànchez-Marrè, U Cortés Environmental Modelling & Software 19 (9), 857-873, 2004	391	2004
Artificial intelligence and environmental decision support systems U Cortès, M Sànchez-Marrè, L Ceccaroni, I R-Roda, M Poch Applied intelligence 13, 77-91, 2000	232	2000
OntoWEDSS: augmenting environmental decision-support systems with ontologies L Ceccaroni, U Cortés, M Sanchez-Marre Environmental Modelling & Software 19 (9), 785-797, 2004	138	2004
A comparative study on the use of similarity measures in case-based reasoning to improve the classification of environmental system situations H Núñez, M Sànchez-Marrè, U Cortés, J Comas, M Martínez, ... Environmental Modelling & Software 19 (9), 809-819, 2004	116	2004
A hybrid supervisory system to support WWTP operation: implementation and validation I Rodríguez-Roda, M Sànchez-Marrè, J Comas, J Baeza, J Colprim, ... Water Science & Technology 45 (4-5), 289-297, 2002	114	2002
DAI-DEPUR: an integrated and distributed architecture for wastewater treatment plants supervision M Sànchez, U Cortés, J Lafuente, I R-Roda, M Poch Artificial Intelligence in Engineering 10 (3), 275-285, 1996	108	1996
A survey on pre-processing techniques: Relevant issues in the context of environmental data mining K Gibert, M Sànchez–Marrè, J Izquierdo AI Communications 29 (6), 627-663, 2016	90	2016
Decision Support Systems (DSS) for Wastewater Treatment Plants – A Review of the State of the Art T Mannina, G. Ferrerira Rebouças, A Cosenza, M Sànchez-Marrè, ... Bioresource and Technology 290 (121814), 1-15, 2019	84*	2019
Which method to use? An assessment of data mining methods in Environmental Data Science K Gibert, J Izquierdo, M Sànchez-Marrè, SH Hamilton, I Rodríguez-Roda, ... Environmental Modelling & Software 110, 3-27, 2018	83	2018
A knowledge-based approach to the deflocculation problem: integrating on-line, off-line, and heuristic information J Comas, I Rodrıguez-Roda, M Sànchez-Marrè, U Cortés, A Freixó, ... Water research 37 (10), 2377-2387, 2003	82	2003
Assistive technologies for the disabled and for the new generation of senior citizens: the e‐Tools architecture U Cortés, R Annicchiarico, J Vázquez‐Salceda, C Urdiales, L Cañamero, ... AI Communications 16 (3), 193-207, 2003	81	2003
Choosing the right data mining technique: classification of methods and intelligent recommendation K Gibert, M Sànchez-Marrè, V Codina 5th Int. Congress on Environmental Modelling and Software (iEMSs 2010) 3 …, 2010	76	2010
Concept formation in WWTP by means of classification techniques: a compared study M Sànchez, J Béjar, U Cortés, J De Gràcia, J Lafuente, M Poch Applied Intelligence 7 (2), 147-166, 1997	74	1997
Aprendizaje Automático A Moreno, E Armengol, J Béjar, L Belanche, U Cortés, R Gavaldà, ... Edicions UPC, ISBN: 84-7653-460-4, 1994	74	1994
GESCONDA: An intelligent data analysis system for knowledge discovery and management in environmental databases K Gibert, M Sànchez-Marrè, I Rodríguez-Roda Environmental Modelling & Software 21 (1), 115-120, 2006	65	2006
Cbr and argument schemes for collaborative decision making P Tolchinsky, S Modgil, U Cortés, M Sànchez-Marrè Frontiers in Artificial Intelligence and Applications 144, 71, 2006	61	2006
A case-based recommendation approach for market basket data A Gatzioura, M Sànchez-Marrè IEEE Intelligent systems 30 (1), 20-27, 2014	59	2014
An approach for temporal case-based reasoning: Episode-based reasoning M Sánchez-Marré, U Cortés, M Martínez, J Comas, I Rodríguez-Roda 7th International Conference on Case-Based Reasoning (ICCBR 2005), 465-476, 2005	53	2005
Knowledge discovery by means of inductive methods in wastewater treatment plant data J Comas, S Dzeroski, K Gibert, I R‐Roda, M Sànchez‐Marrè AI Communications 14 (1), 45-62, 2001	53	2001
A Hybrid Recommendation Algorithm for Improving Automatic Playlist Continuation A Gatzioura, J Vinagre, AM Jorge, M Sànchez-Marrè IEEE Transactions on Knowledge and Data Engineering 33 (5), 1819-1830, 2021	50*	2021

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