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Research Group on Intelligent Engineering and Computing for Advanced Innovation and Development
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Check some of our projects

DOMINOES
SAFECARE
FUSE-IT
GREEDi
M2M Grids
SIMOCE
CONTEST
LAPASSION
COLORS
MAS-Society
CENERGETIC
Eco Rural-IoT
LAPASSION
The Route
PHE
Grouplaner
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Some of our finished projects
DREAM-GO
NetEffiCity Community S
SEAS
GID-Microrede
AVIGAE
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AVIGAE
Selected Publications hide
Intelligent Systems
Marta Fernandes, Alda Canito, Verónica Bolón-Canedo, Luís Conceição, Isabel Praça, Goreti Marreiros
Data Analysis and Feature Selection for Predictive Maintenance: a case-study in the metallurgic industry
International journal of information Management
In press
João Carneiro, Pedro M. Saraiva, Luís Conceição, Ricardo Santos, Goreti Marreiros, Paulo Novais
Predicting Satisfaction: Perceived Decision Quality by Decision-Makers in Web-based Group Decision Support Systems
Neurocomputing
2018
João Carneiro, Diogo Martinho, Goreti Marreiros, Amparo Jiménez, Paulo Novais
Dynamic argumentation in UbiGDSS
Knowledge and Information Systems
2018
João Carneiro, Luis Conceição, Diogo Martinho, Goreti Marreiros, Paulo Novais
Including cognitive aspects in multiple criteria decision analysis
Annals of Operations Research
August 2018
Jorge Meira, Rui Andrade, Isabel Praça, João Carneiro and Goreti Marreiros
Comparative Results with Unsupervised Techniques in Cyber Attack Novelty Detection
International Symposium on Ambient Intelligence (ISAMI)
2018
D.Martinho, J.Carneiro, A.Mohammed, A.Vieira, I.Praça & G.Marreiros
Defining a Collaborative Platform to Report Machine State
World Conference on Information Systems and Technologies (WorldCist'18)
2018
M.Fernandes, A.Canito, V.Bolón, L.Conceição, I.Praça and G.Marreiros
Predictive Maintenance in the Metallurgical Industry: data analysis and feature selection
World Conference on Information Systemsvand Technologies (WorldCist'18)
2018
João Carneiro, Diogo Martinho, Goreti Marreiros and Paulo Novais
Arguing with behavior influence: A model for web-based group decision support systems
International Journal of Information Technology & Decision Making
2017
Luis Lino Ferreira, Michele Albano, José Silva, Diogo Martinho, Goreti Marreiros, Giovanni di Orio, Pedro Maló, Hugo Ferreira
A pilot for proactive maintenance in industry 4.0
IEEE 13th International Workshop on Factory Communication Systems (WFCS), Trondheim
2017
doi: 10.1109/WFCS.2017.7991952
João Carneiro, Diogo Martinho, Goreti Marreiros e Paulo Novais
How cognitive and affective aspects can influence the outcome of the group decision-making process
Expert Systems
2017
Carlos Ramos, Diogo Martinho, Goreti Marreiros, Gabriel Villarrubia, Juan Paz, Juan Corchado, Hoon Ko, Haeng-Kon Kim, Hyun Yoe
EKRUCAmI architecture - Applications in Healthcare Domain
State of the Art on AI Applied to Ambient Intelligence, J.C. Augusto, A. Aztiria Goenaga, A. Orlandini (eds), Frontiers in Artificial Intelligence and Applications, IOS Press
2017
Ana Raquel Faria, Ana Almeida, Constantino Martins, Ramiro Gonçalves, José Martins, Frederico Branco
A global perspective on an emotional learning model proposal
Telematics and Informatics
2017
doi: 10.1016/j.tele.2016.08.007
Mechelle Grace Zaragoza, Haeng-Kon Kim, Hyun Yeo, Ha Jin Hwang, Carlos Ramos and Goreti Marreiros
Structuring CAMA (Context Area Mobile Applications) in SOA (Service Oriented Architecture) and MDA (Modern Driven Architecture)
Future Generation Information Technology 2016, Jeju, Republic of Korea
2016
A.P.Santos, C.Ramos, & N.Marques
Finding Compositional Rules for Determining the Semantic Orientation of Phrases
International Conference on Computational Processing of the Portuguese Language
2016
J.Diz, G.Marreiros, & A.Freitas
Applying Data Mining Techniques to Improve Breast Cancer Diagnosis
Journal of medical systems
2016
doi: 10.1007/s10916-016-0561-y
A.Fernandes, H.Vicente, M.Figueiredo, N.Maia, G.Marreiros, M.Neves, & J.Neves
A Case-Base Approach to Workforces’ Satisfaction Assessment
Research and Practical Issues of Enterprise Information Systems: 10th IFIP WG 8.9 Working Conference, CONFENIS 2016, Vienna, Austria
December 2016
Tiago Pinto, João Barreto, Isabel Praça, Tiago M. Sousa, Zita Vale, E.J. Solteiro Pires
Six Thinking Hats: A Novel Metalearner for Intelligent Decision Support in Electricity Markets
Decision Support Systems, vol. 79, pp. 1-11
November 2015
doi: 10.1016/j.dss.2015.07.011
João Carneiro, Diogo Martinho, Goreti Marreiros, Paulo Novais
Defining Agents’ Behaviour for Negotiation Contexts
Lecture Notes in Computer Science Vol. 9273, pp 3-14
A2015
Micael S. Couceiro, Amadeu Fernandes, Rui P. Rocha, N. M. Fonseca Ferreira
Understanding the Communication Complexity of the Robotic Darwinian PSO
Robotica, Cambridge University Press, 33 (1), pp.157-180
2015
doi: 10.1017/S0263574714000058
Isabel S. Jesus and Ramiro S. Barbosa
Design of Fuzzy Fractional PD+I Controllers Tuned by a Genetic Algorithm
Mathematical Problems in Engineering, Hindawi
2014
doi: 10.1155/2014/676121
Ricardo Anacleto, Lino Figueiredo, Ana Almeida, Paulo Novais
Mobile application to provide personalized sightseeing tours
Journal of Network and Computer Applications
May 2014
Nuno Luz, Nuno Silva, Paulo Novais
A Survey of Task-Oriented Crowdsourcing
Artificial Intelligence Review
August 2014
doi: 10.1007/s10462-014-9423-5
Luís Gomes, Pedro Faria, Hugo Morais, Zita Vale, Carlos Ramos
Distributed, Agent-Based Intelligent System for Demand Response Program Simulation in Smart Grids
IEEE Intelligent Systems, vol. 29, pp. 56-65
January/February 2014
doi: 10.1109/MIS.2013.2
Fátima Rodrigues, Paulo Oliveira
A System for Formative Assessment and Monitoring of Students' Progress
Computers & Education, vol. 37, no. 2, pp. 163-178
2014
doi: 10.1016/j.compedu.2014.03.001
Isabel Jesus, Ramiro Barbosa
Design of Fuzzy Fractional PD + I Controllers Tuned by a Genetic Algorithm
Journal Mathematical Problems in Engineering, vol. 2014
2014
doi: 10.1155/2014/676121
Paulo Maio, Nuno Silva
An Extensible Argument-based Ontology Matching Negotiation Approach
Science of Computer Programming
January 2014
doi: 10.1016/j.scico.2014.01.011
Nuno Moniz, Luís Torgo, Fátima Rodrigues
Resampling approaches to improve news importance prediction
13th International Symposium on Intelligent Data Analysis (IDA 2014)
2014, Belgium
Virgínia Nascimento, Maria João Viamonte, Alda Canito, Nuno Silva
Improving Semantic Interoperability with Ontology Alignment Negotiation and Reutilization
15th International Conference on Information Integration and Web-based Applications & Services (iiWAS 2013)
December 2013, Vienna, Austria
doi: 10.1145/2539150.2539256
Virgínia Nascimento, Maria João Viamonte, Alda Canito, Nuno Silva
Exploring Emergent Social Networks to Improve Agent Mediated E-Commerce
10th International Conference on e-Business Engineering (ICEBE 2013)
September 2013, Coventry, U.K.
doi: 10.1109/ICEBE.2013.8
Virgínia Nascimento, Maria João Viamonte, Alda Canito, Nuno Silva
Agent-Based Electronic Commerce with Ontology Services and Social Network Based Support
15th International Conference on Enterprise Information Systems
July 2013, Angers, France
doi: 10.5220/0004448904970504
Constantino Martins, Luiz Faria, Marta Fernandes, Paulo Couto, Cristina Bastos, Eurico Carrapatoso
PCMAT - Mathematics Collaborative Educational System
Smart Innovation, Systems and Technologies, vol. 17, no. 1, pp. 183-212
2013
doi: 10.1007/978-3-642-30171-1_8
Joel Lucas, Nuno Luz, María Moreno, Ricardo Anacleto, Ana Almeida, Constantino Martins
A hybrid recommendation approach for a tourism system
Expert Systems with Applications vol. 40, no. 9, pp. 3532 - 3550
2013
doi: 10.1016/j.eswa.2012.12.061
Jorge Santos, Fátima Rodrigues, Lino Oliveira
A Web & Mobile City Maintenance Reporting Solution
Conference on Enterprise Information Systems, vol. 9, pp. 226-235
2013, Lisbon
doi: 10.1016/j.protcy.2013.12.025
Virgínia Nascimento, Maria João Viamonte, Alda Canito, Nuno Silva
Agent Mediated Electronic Market Enhanced with Ontology Matching Services and Emergent Social Networks
Distributed Computing and Artificial Intelligence, vol. 217, no. 55, pp. 457-464
2013
doi: 10.1007/978-3-319-00551-5_55
Ricardo Sousa, Fátima Rodrigues
Mining association rules with rare and frequent items
International Journal of Knowledge Engineering and Data Mining, vol. 2, no. 4, pp. 237-247
2013
doi: 10.1504/IJKEDM.2013.059290
Virgínia Nascimento, Maria João Viamonte, Alda Canito, Nuno Silva
Enhancing ontology alignment recommendation by exploiting emergent social networks
2012 IEEE/WIC/ACM International Conference on Intelligent Agent Technology (WI-IAT 2012)
December 2012, Macau, China
doi: 10.1109/WI-IAT.2012.123
Hoon Ko, Goreti Marreiros, Hugo Morais, Zita Vale, Carlos Ramos
Intelligent supervisory control system for home devices using a cyber physical approach
Integrated Computer-aided Engineering, vol. 19, no. 1, pp. 67-79
2012
doi: 10.3233/ICA-2012-0388
Tiago Pinto, Hugo Morais, Pedro Oliveira, Zita Vale, Isabel Praça, Carlos Ramos
A new approach for multi-agent coalition formation and management in the scope of eletricity markets
Energy, vol. 36, no. 8, pp. 5004-5015
August 2011
doi: 10.1016/j.energy.2011.05.045
Carlos Ramos, Goreti Marreiros, Ricardo Santos
A Survey on the use of Emotions, Mood, and Personality in Ambient Intelligence and Smart Environments
Handbook of Research on Ambient Intelligence and Smart Environments: Trends and Perspectives, pp. 88-107
2011
doi: 10.4018/978-1-61692-857-5.ch006
Carlos Ramos, Zita Vale, Luiz Faria
Cyber-Physical Intelligence in the Context of Power Systems
Future Generation Information Technology, vol. 7105, pp. 19-29
Lecture Notes in Computer Science
2011
doi: 10.1007/978-3-642-27142-7_3
Constantino Martins, Paulo Couto, Cristina Lobo, Luiz Faria
PCMAT - Mathematics Collaborative Learning Platform
Highlights in Practical Applications of Agents and Multiagent Systems, pp. 93-100
2011
doi: 10.1007/978-3-642-19917-2_12
Ricardo Santos, Goreti Marreiros, Carlos Ramos, José Neves, José Bulas-Cruz
Personality, Emotion, and Mood in Agent-Based Group Decision Making
IEEE Intelligent Systems, vol. 26, no. 6, pp. 58-66
2011
doi: 10.1109/MIS.2011.92
Carlos Ramos, Goreti Marreiros, Ricardo Santos, Carlos Freitas
Smart Offices and Intelligent Decision Rooms
Handbook of Ambient Intelligence and Smart Environments, pp. 851-880
2010
doi: 10.1007/978-0-387-93808-0_32
Goreti Marreiros, Ricardo Santos, Carlos Ramos, José Neves
Context-Aware Emotion-Based Model for Group Decision Making
IEEE Intelligent Systems, vol 25, no. 2, pp. 31-39
2010
doi: 10.1109/MIS.2010.46
Luiz Faria, António Silva, Zita Vale, Albino Marques
Training Control Centers' Operators in Incident Diagnosis and Power Restoration Using Intelligent Tutoring Systems
IEEE Transactions on Learning Technologies, vol. 2, no. 2, pp. 135-147
July 2009
doi: 10.1109/TLT.2009.16
Carlos Ramos, Juan Carlos Augusto, Daniel Shapiro
Ambient intelligence the next step for artificial intelligence
IEEE Intelligent Systems, vol. 23, no. 2, pp. 15-18
November 2008
doi: 10.1109/MIS.2008.19
Constantino Martins, Luiz Faria, Carlos Carvalho Eurico Carrapatoso
User Modeling In Adaptive Hypermedia Educational Systems
Journal of Educational Technology & Society, vol. 11, no. 1, pp. 194-207
2008
Constantino Martins, Luiz Faria, Eurico Carrapatoso
Constructivist Approach for an Educational Adaptive Hypermedia Tool
8th IEEE International Conference on Advanced Learning Technologies (ICALT)
2008
doi: 10.1109/ICALT.2008.315
Owen Gilson, Nuno Silva, Phil W. Grant, Min Chen
From web data to visualization via ontology mapping
Computer Graphics Forum, vol. 27, pp. 959-966
2008
doi: 10.1111/j.1467-8659.2008.01230.x
Carlos Ramos
Ambient intelligence - A state of the art from artificial intelligence perspective
Lecture Notes in Computer Science, vol. 4874, pp. 285-295
2007
doi: 10.1007/978-3-540-77002-2_24
Nuno Silva, Paulo Maio, João Rocha
An approach to ontology mapping negotiation
3rd International Conference on Knowledge Capture Workshop on Integrating Ontologies
October 2005, Banff, Canada
Luiz Faria, Zita Vale, Carlos Ramos, Albino Marques
Diagnosis Tasks Intelligent Training based on a Model Tracing approach
Engineering Intelligent Systems for Electrical Engineering and Communications, vol. 13, no. 4, pp. 223-230
2005
Isabel Praça, Carlos Ramos, Zita Vale, Manuel Cordeiro
MASCEM: A Multi-Agent System that Simulates Competitive Electricity Markets
IEEE Intelligent Systems, vol. 18, n. 6, pp. 54-60, Special Issue on Agents and Markets
November-December, 2003
doi: 10.1109/MIS.2003.1249170
Alexander Maedche, Boris Motik, Nuno Silva, Raphael Volz
MAFRA - A MApping FRAmework for Distributed Ontologies
Lecture Notes in Computer Science, vol. 2473, pp. 235-250
2002
doi: 10.1007/3-540-45810-7_23
Zita Vale, Carlos Ramos, Luiz Faria, Nuno Malheiro, Albino Marques, Couto Rosado
Real-Time Inference for Knowledge-Based Applications in Power System Control Centers
Systems Analysis Modelling Simulation, vol. 42, no. 7, pp. 961-973
2002
doi: 10.1080/716067201
Zita Vale, M. Fernanda Fernandes, Couto Rosado, Albino Marques, Carlos Ramos, Luiz Faria
Better KBS for real-time applications in power system control centers: the experience of SPARSE project
Computers in Industry, vol. 37, no. 2, pp. 97-111
1998
doi: 10.1016/S0166-3615(98)00086-4
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This research group is supported by FEDER Funds through the “Programa Operacional Factores de Competitividade - COMPETE” program and by National Funds through FCT “Fundação para a Ciência e a Tecnologia” under the projects: UID/EEA/00760/2013