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João MendesMoreira, Alípio M. Jorge, J. F. D. Sousa, C. Soares, Comparing stateoftheart regression methods for long term travel time prediction, Intelligent Data Analysis, Vol. 16 (3), pp. 427449, 2012 [ISI, DBLP]

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M. G. C. Resende, R. F. Toso, José F. Gonçalves, R. M. A. Silva, A biased randomkey genetic algorithm for the Steiner triple covering problem, Optimization Letters, Vol. 6 (4), pp. 605619, APR 2012 [ISI, DBLP] 
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José F. Gonçalves, M. G. C. Resende, A parallel multipopulation biased randomkey genetic algorithm for a container loading problem, Computers & Operations Research, 39 (2), pp. 179–190, FEB 2012 [ISI, DBLP] 
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Alberto Pinto, João P. Almeida, A. Portela, Golden tilings. Transactions of the American Mathematical Society, Vol. 364 (5) pp. 22612280, MAY 2012, [ISI] 
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Alípio Mário Jorge, Paulo J. Azevedo, Optimal leverage association rules with numerical interval conditions, Intelligent Data Analysis, Vol: 16 (1), pp.2547, 2012 [ISI, DBLP] 
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B. Sousa, Bruno M. P. M. Oliveira, M.D.V. de Almeida, Growth trends in boys and girls (10– 17 yearsold) from autonomous region of Madeira, Portugal between 1996–1998 and 2007–2009, Annals of Human Biology, Vol. 39 (6): pp. 526–529, 2012. [ISI] 
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Pedro Quelhas Brito, Teen conceptualization of digital technologies, New Media & Society, Vol. 14 (3), pp.513532. [ISI, DBLP] 
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Pedro Quelhas Brito, Tweens’ Characterization of Digital Technologies, Computers & Education, Vol. 59 (2) pp. 580–593. [ISI, DBLP] 
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C. Castro, M.J. Bento, N. Lunet, Pedro Campos, Assessing the completeness of cancer registration using suboptimal death certificate information, European Journal of Cancer Prevention, Vol. 21 (5), pp. 478479, Sep 2012 [ISI] 
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Adelaide Figueiredo, Goodnessoffit for a concentrated von MisesFisher distribution, Computational Statistics, Vol. 27 (1), pp. 6982, MAR 2012 [ISI] 
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José Maria Martins, Alberto Pinto, N. Stollenwerk, Stationarity in Moment Closure and QuasiStationarity of the SIS model, Mathematical Biosciences, Vol. 236 (2), pp. 126–131, APR 2012 [ISI

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J.N. Fidalgo, Dalila B.M.M. Fontes, Fostering microgeneration in power systems: the effect of legislative limitations, Electric Power Systems Research, vol. 84 (1), pp. 181186, MAR 2012 [ISI] 
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Jeffrey E. Schaller, Jorge M. S. Valente, Minimizing the weighted sum of squared tardiness on a single machine, Computers & Operations Research, Vol. 39 (5), pp. 919928, MAY 2012 [ISI, DBLP] 
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João MendesMoreira, Carlos Soares, Alípio Mário Jorge, and J. F. Sousa. Ensemble approaches for regression: A survey. ACM Computing Surveys, 45, 1, Article 10 NOV 2012, 40 pages [ISI, DBLP] 
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Jorge M. S. Valente, J. E. Schaller, Dispatching Heuristics for the Single Machine Weighted Quadratic Tardiness Scheduling Problem, Computers & Operations Research Vol:39 Issue:9, 2223–2231. SEP 2012 [ISI, DBLP] 
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Miguel Ferreira, I.P. Figueiredo, Bruno M.P.M. Oliveira, Alberto Pinto, Strategic optimization in R&D investment, Optimization: A Journal of Mathematical Programming and Operations Research, Vol. 61 (8), Special Issue: SI pp. 10131023, 2012 [ISI 
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Márcia D. B. Oliveira, João Gama, A Framework to Monitor Clusters' Evolution Applied to Economy and Finance Problems, Intelligent Data Analysis 16(1), pp. 93111 (2012). [ISI, DBLP] 
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Márcia D. B. Oliveira, João Gama, An Overview of Social Network Analysis, Wiley Interdisciplinary Reviews  Data Mining and Knowledge Discovery, Vol. 2 (2), pp. 99115, MARAPR 2012 [ISI, DBLP] 
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Alberto Pinto, Miguel Ferreira, B. F. Finkenstädt, Bruno M.P.M. Oliveira, and A. N. Yannacopoulos, On the convergence to Walrasian prices in random matching Edgeworthian economies, Central European Journal of Operations Research, Vol. 20 (3), Special Issue: SI, pp. 485495, SEP 2012 [ISI] 
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Pedro P. Rodrigues, Learning from ubiquitous data streams: Clustering data and data sources, AI Communications, 25(1), 69–71 [ISI, DBLP] 
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Rui Camacho, R. Ferreira, N. Rosa, V. Guimarães, Nuno A. Fonseca, Vítor Santos Costa, M. Sousa, A. Magalhães, Predicting the secondary structure of proteins using machine learning algorithms, International Journal of Data Mining and Bioinformatics, Vol. 6 (6), pp: 571584, 2012 [ISI, DBLP] 
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S. M. T. Silva, Jorge M. S. Valente, A. A. C. Teixeira, An Evolutionary Model of Industry Dynamics and Firms’ Institutional Behavior with Job Search, Bargaining and Matching, Journal of Economic Interaction and Coordination Vol.7 (1), pp.2361, MAY 2012 [ISI] 
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X. Romão, Rui Gonçalves, A. Costa and R. Delgado, Evaluation of the EC83 confidence factors for the characterization of concrete strength in existing structures, Materials and Structures, Vol. 45 (11), pp. 17371758, NOV 2012 [ISI] 
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A. Freitas, T. SilvaCosta, F. Lopes, I. GarciaLema, A. TeixeiraPinto, Pavel Brazdil, A. CostaPereira, Factors influencing hospital high length of stay outliers, BMC HEALTH SERVICES RESEARCH, Vol. 12 (265), AUG 20 2012 [ISI] 
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I. Žliobaitė, A. Bifet, M. Gaber, B. Gabrys, João Gama, L. Minku, K. Musial, Next challenges for adaptive learning systems, SIGKDD Explorations, Vol. 14 (1), June 2012 [DBLP] 
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Brett Drury, Luís Torgo, J. J. Almeida, Classifying News Stories with a Constrained Learning Strategy to Estimate the Direction of a Market Index, International Journal of Computer Science & Applications, Vol. 9 (1), pp. 122, JAN 2012 (2012) [DBLP] 
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João Vinagre, Alípio M. Jorge, Forgetting mechanisms for scalable collaborative filtering, Journal of the Brazilian Computer Society, Vol. 18(4), pp. 271282, Springer 2012 [DBLP] 
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Nuno Escudeiro, Alípio M. Jorge, DConfidence: an active learning strategy to reduce label disclosure complexity in the presence of imbalanced class distributions, Journal of the Brazilian Computer Society, pp.120, 2012 [DBLP] 
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A. Singh, Jorge M. S. Valente, M. R. A. Moreira, Hybrid Heuristics for the Single Machine Scheduling Problem with Quadratic Earliness and Tardiness Costs, International Journal of Machine Learning and Cybernetics, Vol. 3, pp. 327333. 
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B. Barbosa, Pedro Quelhas Brito, Do open day events develop art museum audiences?, Museum Management and Curatorship, Vol.27 (1), pp.1733, FEB 2012 
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Paula Brito, A. P. Duarte Silva, Modelling Interval Data with Normal and SkewNormal Distributions, Journal of Applied Statistics, Vol. 39 (1), pp. 320. 
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Brett Drury, J.J. Almeida, M. H. Morais, Construction and maintenance of a fuzzy temporal ontology from news stories, International Journal of Metadata, Semantics and Ontologies, Vol. 6 (3), pp. 219233 
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D. D. Pinheiro, Alberto Pinto, S. Z. Xanthopoulos, A. N. Yannacopoulos, A projected gradient dynamical system modeling the dynamics of bargaining, Journal of Difference Equations and Applications 
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D.D. Pinheiro, Alberto Pinto, S.R. Pliska, Optimal life insurance purchase, consumption and investment on a financial market with multidimensional diffusive terms, Optimization: A Journal of Mathematical Programming and Operations Research 
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Adelaide Figueiredo, F. Figueiredo, N. Monteiro, O. Straume, Restructuring in privatised firms: a Statis approach, Structural Change and Economic Dynamics, Vol. 23, pp. 108116. 
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João Gama, Raquel Sebastião, Pedro P. Rodrigues, On evaluating stream learning algorithms, Machine Learning. 
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João Gama, A Survey on Learning from Data Streams: Current and Future Trends, Progress in Artificial Intelligence, Vol. 1 (1), Springer 2012 
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José F. Gonçalves, Dalila B.M.M. Fontes, A Multi Population Genetic Algorithm for HopConstrained Trees in Nonlinear Cost Flow Networks, Optimization Letters, Online June 2012. 
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M.S.R. Monteiro, Dalila B.M.M. Fontes, F.A.C.C. Fontes, Concave Minimum Cost Network Flow Problems Solved with a Colony of Ants, Journal of Heuristics, Online November 2012. 
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P. Abreu, João MendesMoreira, I. Costa, D. Castelão, L. Reis, J. Garganta, Human versus virtual robotics soccer: A technical analysis European Journal of Sport Science, Vol.12 (1), pp.2635, 2012 
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Raquel Sebastião, M. M. Silva, R. Rabiço, João Gama, T. Mendonça, Realtime algorithm for changes detection in depth of anesthesia signals, Evolving Systems, Springer (2012). 
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Pedro Campos, M. Campos, P. Freitas, J. A. Jorge, Footturistic multimedia: designing interactive multimedia installations for shoe shops, Multimedia Tools Appl. 61(2): 471487 (2012) [DBLP] 
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M. N. Caldevilla, M.A. Costa, Paulo Teles, P. M. Ferreira, Evaluation and crosscultural adaptation of the Hendrich II Fall Risk Model to Portuguese, Scandinavian Journal of Caring Sciences, Jun 2012 