[{"@context":"http:\/\/schema.org\/","@type":"BlogPosting","@id":"https:\/\/wiki.edu.vn\/en\/wiki24\/knowledge-engineering-and-machine-learning-group\/#BlogPosting","mainEntityOfPage":"https:\/\/wiki.edu.vn\/en\/wiki24\/knowledge-engineering-and-machine-learning-group\/","headline":"Knowledge Engineering and Machine Learning Group","name":"Knowledge Engineering and Machine Learning Group","description":"before-content-x4 From Wikipedia, the free encyclopedia after-content-x4 The Knowledge Engineering and Machine Learning group (KEMLg) is a research group belonging","datePublished":"2016-08-11","dateModified":"2016-08-11","author":{"@type":"Person","@id":"https:\/\/wiki.edu.vn\/en\/wiki24\/author\/lordneo\/#Person","name":"lordneo","url":"https:\/\/wiki.edu.vn\/en\/wiki24\/author\/lordneo\/","image":{"@type":"ImageObject","@id":"https:\/\/secure.gravatar.com\/avatar\/c9645c498c9701c88b89b8537773dd7c?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/c9645c498c9701c88b89b8537773dd7c?s=96&d=mm&r=g","height":96,"width":96}},"publisher":{"@type":"Organization","name":"Enzyklop\u00e4die","logo":{"@type":"ImageObject","@id":"https:\/\/wiki.edu.vn\/wiki4\/wp-content\/uploads\/2023\/08\/download.jpg","url":"https:\/\/wiki.edu.vn\/wiki4\/wp-content\/uploads\/2023\/08\/download.jpg","width":600,"height":60}},"image":{"@type":"ImageObject","@id":"https:\/\/en.wikipedia.org\/wiki\/Special:CentralAutoLogin\/start?type=1x1","url":"https:\/\/en.wikipedia.org\/wiki\/Special:CentralAutoLogin\/start?type=1x1","height":"1","width":"1"},"url":"https:\/\/wiki.edu.vn\/en\/wiki24\/knowledge-engineering-and-machine-learning-group\/","about":["Wiki"],"wordCount":4655,"articleBody":"     (adsbygoogle = window.adsbygoogle || []).push({});before-content-x4From Wikipedia, the free encyclopedia       (adsbygoogle = window.adsbygoogle || []).push({});after-content-x4The Knowledge Engineering and Machine Learning group (KEMLg) is a research group belonging to the Technical University of Catalonia (UPC) \u2013 BarcelonaTech.  It was founded by Prof. Ulises Cort\u00e9s. The group has been active in the Artificial Intelligence field since 1986.The main goal of this research group is the analysis, design, implementation and application of several Artificial Intelligence techniques, to support the operation or behavior analysis of real-world complex systems or domains. Research is focused on the analysis, design, management or supervision of these domains, such as in the health and medical field, in environmental processes and systems, and in the industrial and enterprise sector.[1]       (adsbygoogle = window.adsbygoogle || []).push({});after-content-x4Specific research efforts are undertaken in analysis and development of intelligent agents, understanding of coalition setting dynamics, social structure dynamics analysis, formal model construction for norms and conventions for e-commerce, temporal episode-based reasoning, information flow process design, experience-based argumentation techniques, hybrid methods in Statistics and Artificial Intelligence, belief or Bayesian networks, Case-based reasoning, knowledge-based systems, supervised and unsupervised machine learning techniques, knowledge model identification and knowledge model building, knowledge representation, ontologies, social networks, semantic Web, Web services, and directory service study.One of the major areas of application expertise is in the development of Environmental Decision Support Systems (EDSS) using Artificial Intelligence Techniques.[2][3][4] For example, research has been done since 1990 in the area of Urban Wastewater Treatment Plants (WWTP),[5][6] and more specifically on those that have as a technological basis the activated sludge.[7]Table of Contents       (adsbygoogle = window.adsbygoogle || []).push({});after-content-x4Research lines[edit]Network memberships[edit]Accreditations[edit]References[edit]External links[edit]Research lines[edit]Their main research lines include:Network memberships[edit]These are the networks of excellence and thematic networks the group belongs to:ATICA \u2013 Spanish Network for the Advance and Transfer of Applied Computational Intelligence (TIN2011-14083-E)[15]Data Mining and Machine Learning Spanish Network (TIC2002-11124-E)[16]KDNET \u2013 Knowledge Discovery Network of Excellence (IST-2001-33086)[17]Fluvial Basin Integral Management. Thematic network (2003\/XT\/00045)Monitoring and Modelling as a Support Tools for the Improvement of Water Quality in Catalonia. Thematic network (1999\/XT\/0037, 2001\/XT\/00030, 2003\/XT\/0069)MLNET, MLNET2 \u2013 Machine Learning Network of Excellence (ESPRIT 29288)[18]AgentLink, AgentLink II, AgentLink III \u2013 Network of Excellence for Agent-Based Computing (IST-1999-29003)[19]Artificial Intelligence in Catalonia. Thematic network (1996\/XT\/0031)Ulises Cort\u00e9s: “Premio ESTYLF 2012”. Recognizing 25 years working in fuzzy logic.Jorge Rodas: “Knowledge Discovery in repeated and very short serial measures with a blocking factor”. 2002 Premio Chihuahua. Advisors: Dr. Karina Gibert & Dr. Emilio Rojo.Javier V\u00e1zquez:  “The role of norms and electronic institutions in multi-agent systems applied to complex domains the harmonia framework”.  2003 ECCAI Artificial Intelligence Dissertation Award.[20]  Advisor: Prof Ulises Cort\u00e9sCristina Urdiales: “CARMEN (Collaborative Autonomous Robot for Mobility ENhancement)”.  2010 ECCAI Artificial Intelligence Dissertation Award.[21] Also awarded with the VODAFONE SPAIN Foundation Award for Best Doctoral Thesis in ICT Accessibility and Personal Autonomy (2012). This award was given in the XXXII edition of Telecommunication Engineers Awards, organized by the Official Association of Telecommunication Engineers. Advisor: Prof Ulises Cort\u00e9sMiquel S\u00e0nchez-Marr\u00e8:Accesit of the Oms i De Prat 1991 Prize, granted by Caixa de Manresa, in the field of Experimental and Applied Sciences for the Master’s Thesis entitled, DEPUR: an Application of Knowledge-Based Systems to Wastewater Treatment Plants Diagnosis (1991).Elected Fellow of the International Environmental Modelling and Software society (iEMSs), 2005[22]Karina Gibert: Elected Fellow of the International Environmental Modelling and Software society (iEMSs), 2007[23]Accreditations[edit]References[edit]^ La Vanguardia (Catalunya TIC Innova), 27 February 2012^ Cort\u00e9s, U.; S\u00e0nchez-Marr\u00e8, M.; Ceccaroni, L.; R-Roda, I.; Poch, M. (1 January 2000). “Artificial Intelligence and Environmental Decision Support Systems”. Applied Intelligence. 13 (1): 77\u201391. doi:10.1023\/A:1008331413864. S2CID\u00a0207547624.^ Cort\u00e9s, U.; S\u00e0nchez-Marr\u00e8, M.; Sang\u00fcesa, R.; Comas, J.; Roda, I.; Poch, M.; Ria\u00f1o, D. (1 January 2001). “Knowledge Management in Environmental Decision Support Systems”. AI Communications. 14 (1): 3\u201312. Archived from the original on 29 June 2013. Retrieved 25 April 2013.^ Ceccaroni, Luigi; Cort\u00e9s, Ulises; S\u00e0nchez-Marr\u00e8, Miquel (31 August 2004). “OntoWEDSS: augmenting environmental decision-support systems with ontologies”. Environmental Modelling & Software. 19 (9): 785\u2013797. CiteSeerX\u00a010.1.1.4.4438. doi:10.1016\/j.envsoft.2003.03.006.^ S\u00e0nchez, Miquel; Cort\u00e9s, Ulises; Lafuente, Javier; Roda, Ignasi R.; Poch, Manel (31 August 1996). “DAI-DEPUR: an integrated and distributed architecture for wastewater treatment plants supervision”. Artificial Intelligence in Engineering. 10 (3): 275\u2013285. doi:10.1016\/0954-1810(96)00004-0. hdl:10256\/2882.^ Sanchez-Marre, Miquel; Cortes, Ulises; R.-Roda, Ignasi; Poch, Manel; Lafuente, Javier (1 July 1997). “Learning and Adaptation in Wastewater Treatment Plants Through Case-Based Reasoning”. Computer-Aided Civil and Infrastructure Engineering. 12 (4): 251\u2013266. doi:10.1111\/0885-9507.00061. S2CID\u00a0109544914.^ Serra, Pau; S\u00e0nchez, Miquel; Lafuente, Javier; Cort\u00e9s, Ulises; Poch, Manel (31 December 1996). “ISCWAP: A knowledge-based system for supervising activated sludge processes”. Computers & Chemical Engineering. 21 (2): 211\u2013221. CiteSeerX\u00a010.1.1.77.8315. doi:10.1016\/0098-1354(95)00258-8.^ V\u00e1zquez-Salceda, Javier; Dignum, Virginia; Dignum, Frank (1 November 2005). “Organizing Multiagent Systems”. Autonomous Agents and Multi-Agent Systems. 11 (3): 307\u2013360. CiteSeerX\u00a010.1.1.5.2963. doi:10.1007\/s10458-005-1673-9. S2CID\u00a07412987.^ Pujol, Josep M.; Sang\u00fcesa, Ramon; Delgado, Jordi (2002). Extracting reputation in multi agent systems by means of social network topology. Proceedings of the First International Joint Conference on Autonomous Agents and Multiagent Systems: Part 1. AAMAS ’02. pp.\u00a0467\u2013474. CiteSeerX\u00a010.1.1.15.1077. doi:10.1145\/544741.544853. ISBN\u00a0978-1581134803. S2CID\u00a016514776.^ V\u00e1zquez-Salceda, Javier; Aldewereld, Huib; Dignum, Frank (2004). Multiagent System Technologies. Lecture Notes in Computer Science. Vol.\u00a03187. pp.\u00a0313\u2013327. doi:10.1007\/978-3-540-30082-3_23. hdl:1874\/19703. ISBN\u00a0978-3-540-23222-3.^ V\u00e1zquez-Salceda, Javier; Dignum, Frank (2003). Modelling Electronic Organizations. Multi-Agent Systems and Applications III. Lecture Notes in Computer Science. Vol.\u00a02691. pp.\u00a0584\u2013593. CiteSeerX\u00a010.1.1.64.5781. doi:10.1007\/3-540-45023-8_56. ISBN\u00a0978-3-540-40450-7.^ Gibert, Karina; S\u00e0nchez-Marr\u00e8, Miquel; Rodr\u00edguez-Roda, Ignasi (31 December 2006). “GESCONDA: An intelligent data analysis system for knowledge discovery and management in environmental databases”. Environmental Modelling & Software. 21 (1): 115\u2013120. doi:10.1016\/j.envsoft.2005.01.004.^ Gibert, Karina; Cort\u00e9s, Ulises (1998). “Clustering based on rules and knowledge discovery in ill-structured domains”. Computaci\u00f3n y Sistemas. 1 (4): 213\u2013227.^ http:\/\/noticias.universia.es\/ciencia-nn-tt\/noticia\/2010\/07\/28\/754069\/caminador-inteligente-disenado-upc-presentara-expo-shanghai.html Universia, “Un caminador inteligente dise\u00f1ado en la UPC se presentar\u00e1 en la Expo de Shanghai” 28 July 2010^ “Inicio”. Archived from the original on 25 July 2013. Retrieved 25 April 2013.^ Red Espa\u00f1ola de Miner\u00eda de Datos y Aprendizaje^ KDNET^ MLNET^ “AgentLink”. Archived from the original on 23 July 2008. Retrieved 24 March 2010.^ “2003 Artificial Intelligence Dissertation Award”. Archived from the original on 11 May 2012. Retrieved 4 November 2012.^ “2010 Artificial Intelligence Dissertation Award”. Archived from the original on 11 May 2012. Retrieved 4 November 2012.^ “Medallists, Fellows and ECREs \u2013 iEMSs”.^ “Medallists, Fellows and ECREs \u2013 iEMSs”.^ “Archived copy” (PDF). Archived from the original (PDF) on 2 March 2012. Retrieved 24 March 2010.{{cite web}}:  CS1 maint: archived copy as title (link)External links[edit]       (adsbygoogle = window.adsbygoogle || []).push({});after-content-x4"},{"@context":"http:\/\/schema.org\/","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"item":{"@id":"https:\/\/wiki.edu.vn\/en\/wiki24\/#breadcrumbitem","name":"Enzyklop\u00e4die"}},{"@type":"ListItem","position":2,"item":{"@id":"https:\/\/wiki.edu.vn\/en\/wiki24\/knowledge-engineering-and-machine-learning-group\/#breadcrumbitem","name":"Knowledge Engineering and Machine Learning Group"}}]}]