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I. Boldt, L. Lapão, Pedro P. Rodrigues, A. Freitas, R. Cruz-Correia, "Poor quality of Hospital Information Systems audit trails". Editor(s): A. Rocha, J.A. CalvoManzano, L.P. Reis, M.P. Cota, in Proceedings of the 7th Iberian Conference on Information Systems and Technologies (CISTI 2012), Madrid, SPAIN, pp: 584-589, 2012 [ISI]
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Luís Moreira-Matias, João Gama, Miguel Ferreira, L. Damas, "A predictive model for the passenger demand on a taxi network", in Proceedings of the 2012 15th International IEEE Conference on Intelligent Transportation Systems (ITSC), pp: 1014-1019, 2012 [ISI] |
| 3 |
A. Jorge Morais, E. Oliveira, Alípio Mário Jorge, “A Multi-Agent Recommender System”, in Distributed Computing and Artificial Intelligence - Proceedings of the 9th International Conference on Distributed Computing and Artificial Intelligence, DCAI 2012”, S. Omatu, J. F. P. Santana, S. Rodríguez-González, J. M. Molina, A. M. Bernardos, J. M. C. Rodríguez (Eds.), Salamanca, Spain. Advances in Soft Computing, Springer 2012, pp. 281-288, March 2012, [ISI, DBLP] |
| 4 |
M., J. Alves, Rui Camacho, P. Soares, L. Pereira, "From Networks to Trees", in Proceedings of the 6th International Conference on Practical Applications of Computational Biology & Bioinformatics, Advances in Intelligent and Soft Computing, Vol. 154, pp: 129-136, 2012 [ISI, DBLP] |
| 5 |
S. Krishnaswamy, João Gama, M. M. Gaber, "Mobile Data Stream Mining", K. Aberer, A. Joshi, S. Mukherjea, D. Chakraborty, H. Lu, N. Venkatasubramanian, S. Kanhere (Eds.), in 13th IEEE International Conference on Mobile Data Management, MDM 2012, Bengaluru, India, IEEE Computer Society 2012, pp. 360-363 [DBLP] |
| 6 |
C. M. Oliveira, Pedro P. Rodrigues, "The Relevance of DICOM-RT in Radiotherapy Information Systems: Preliminary results from a national survey", in HEALTHINF 2012 - Proceedings of the International Conference on Health Informatics, E. Conchon, C. M. B. A. Correia, A. L. N. Fred, H. Gamboa (Eds.), Vilamoura, Algarve, Portugal, 1 - 4 February, SciTePress 2012, pp. 131-136 [DBLP] |
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Bruno Nogueira, Alípio M. Jorge, S. Rezende, "Hierarchical Confidence-based Active Clustering", in S. Ossowski, P. Lecca (Eds.), in Proceedings of the ACM Symposium on Applied Computing, SAC 2012, Riva, Trento, Italy, March. ACM, pp: 535-537, 2012 [DBLP] |
| 8 |
M. A. Domingues, F. Gouyon, Alípio Mário Jorge, J. P. Leal, João Vinagre, L. Lemos, M. Sordo, "Combining usage and content in an online music recommendation system for music in the long-tail", In Proceedings of the 21st international conference companion on World Wide Web (WWW '12 Companion), A. Mille, F. L. Gandon, J. Misselis, M. Rabinovich, S. Staab (Eds.), Lyon, France, April 16-20, (Companion Volume). ACM 2012, pp: 925-930 [DBLP] |
| 9 |
Ricardo Campos, G. Dias, Alípio Mário Jorge, C. Nunes, "Enriching temporal query understanding through date identification: how to tag implicit temporal queries?", in Proceedings of the 2nd Temporal Web Analytics Workshop (TempWeb '12), R. A. Baeza-Yates, J. Masanès, M. Spaniol (Eds.), Lyon, France, April, ACM 2012, pp: 41-48. [DBLP] |
| 10 |
Alípio Mário Jorge, João Mendes-Moreira, J. F. de Sousa, Carlos Soares, Paulo Jorge Azevedo, "Finding interesting contexts for explaining deviations in bus trip duration", in Advances in Intelligent Data Analysis XI - 11th International Symposium, IDA 2012, J. Hollmén, F. Klawonn, A. Tucker (Eds.), Helsinki, Finland, October, Lecture Notes in Computer Science 7619 Springer 2012, pp: 139-149 [DBLP] |
| 11 |
Bruno Nogueira, Alípio Mário Jorge, S. Rezende, "HCAC: semi-supervised hierarchical clustering using confidence-based active learning", in Discovery Science - Proceedings of the 15th International Conference, DS 2012, J. Ganascia, P. Lenca, J. Petit (Eds.), Lecture Notes in Computer Science, 7569 Springer, pp: 139-153, Lyon, France, Outubro, 2012. [DBLP] |
| 12 |
Ricardo Campos, G. Dias, Alípio Mário Jorge, C. Nunes, "GTE: a distributional second-order co-occurrence approach to improve the identification of top relevant dates in web snippets", In Proceedings of the 21st ACM international conference on Information and knowledge management (CIKM '12), X. Chen, G. Lebanon, H. Wang, M. J. Zaki (Eds.), Maui, HI, USA, pp. 2035-2039, October 29 - November 02, 2012. ACM 2012 [DBLP] |
| 13 |
Paula Brito, M. Chavent, "Divisive Monothetic Clustering for Interval and Histogram-Valued Data", in ICPRAM 2012 - Proceedings of the 1st International Conference on Pattern Recognition Applications and Methods", Vol. 1, P. L. Carmona, J. S. Sánchez, A. L. N. Fred (Eds.), Vilamoura, Algarve, Portugal, 6-8 February, 2012. SciTePress 2012 pp: 229-234 [DBLP] |
| 14 |
Petr Kosina, João Gama, "Handling Time Changing Data with Adaptive Very Fast Decision Rules", P. A. Flach, T. Bie, N. Cristianini (Eds.), in Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2012, Bristol, UK, September 24-28, 2012. Proceedings, Part I. Lecture Notes in Computer Science, 7523, Springer 2012, pp. 827-842 [DBLP] |
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Petr Kosina, João Gama, "Very Fast Decision Rules for multi-class problems", S. Ossowski, P. Lecca (Eds.), in Proceedings of the ACM Symposium on Applied Computing, SAC 2012, Riva, Trento, Italy, March 26-30. ACM 2012: pp. 795-800 [DBLP] |
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F.A.C.C. Fontes, Dalila B.M.M. Fontes, L.A.C. Roque, "An Optimal Control Approach to the Unit Commitment Problem", in Proceedings of the 51th IEEE Conference on Decision and Control, CDC 2012, December 10-13, Maui, HI, USA. IEEE 2012, pp:7069-7074 [DBLP] |
| 17 |
L.A.C. Roque, Dalila B.M.M. Fontes, F.A.C.C. Fontes, "BRKGA adapted to multiobjective unit commitment problem Solving Pareto frontier for UC multiobjective Problem using BRKGA SPEA2 NPGA and NSGA II techniques", in ICORES 2012 - Proceedings of the 1st International Conference on Operations Research and Enterprise Systems, C. J. Luz, F. Valente (Eds.), Vilamoura, Portugal, February, SciTePress 2012, pp: 64-72 [DBLP] |
| 18 |
G. Bacelar-Silva, Pedro P. Rodrigues, "Applying TOC buffer management in health information systems to improve hospital performance", in HEALTHINF 2012 - Proceedings of the International Conference on Health Informatics, E. Conchon, C. M. B. A. Correia, A. L. N. Fred, H. Gamboa (Eds.), Vilamoura, Algarve, Portugal, 1 - 4 February, SciTePress 2012, pp. 345–349 [DBLP] |
| 19 |
I.C. Moreira, G. Bacelar-Silva, Pedro P. Rodrigues, "Compliance of publicly available mammographic databases with established case selection and annotation requirements", in HEALTHINF 2012 - Proceedings of the International Conference on Health Informatics, Vilamoura, Portugal, E. Conchon, C. M. B. A. Correia, A. L. N. Fred, H. Gamboa (Eds.), Vilamoura, Algarve, Portugal, 1 - 4 February, SciTePress 2012, pp. 337–340 [DBLP] |
| 20 |
Rui Leite, Pavel Brazdil, J. Vanschoren, "Selecting Classification Algorithms with Active Testing", P. Perner (Ed.), in Machine Learning and Data Mining in Pattern Recognition - 8th International Conference, MLDM 2012, Berlin, Germany, July 13-20, Proceedings, Lecture Notes in Computer Science, 7376, Springer 2012 [DBLP] |
| 21 |
Luís Moreira-Matias, João Mendes-Moreira, João Gama, Pavel Brazdil, "Text Categorization Using an Ensemble Classifier Based on a Mean Co-association Matrix", P. Perner (Ed.), in Machine Learning and Data Mining in Pattern Recognition - 8th International Conference, MLDM 2012, Berlin, Germany, July 13-20, 2012. Proceedings. Lecture Notes in Computer Science, 7376, Springer 2012 [DBLP] |
| 22 |
Rita P. Ribeiro (2012), "Towards Utility Maximization in Regression", in 12th IEEE International Conference on Data Mining Workshops, ICDM Workshops, J. Vreeken, C. Ling, M. J. Zaki, A. Siebes, J. Yu, B. Goethals, G. I. Webb, X. Wu (Eds.), pp. 179-186. IEEE Computer Society. December, 2012. [DBLP] |
| 23 |
Carlos Ferreira, João Gama, Vítor Santos Costa, "Predictive Sequence Miner in ILP Learning", S. Muggleton, A. Tamaddoni-Nezhad, F. A. Lisi (Eds.), in Inductive Logic Programming - 21st International Conference, ILP 2011, Windsor Great Park, UK, July 31 - August 3, Revised Selected Papers, Lecture Notes in Computer Science, 7207, Springer 2012, pp: 130-144 [DBLP] |
| 24 |
M. Ferreira, R. Fernandes, H. Conceicao, P. Gomes, P. d'Orey, Luís Moreira-Matias, João Gama, F. Lima, L. Damas, "Vehicular Sensing: Emergence of a Massive Urban Scanner", F. Martins, L. M. B. Lopes, H. Paulino (Eds.), in Sensor Systems and Software - Third International ICST Conference, S-Cube 2012, Lisbon, Portugal, June 4-5, Revised Selected Papers. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, 102, Springer 2012 pp: 1-14 [DBLP] |
| 25 |
Luís Moreira-Matias, Carlos Ferreira, João Gama, João Mendes-Moreira, J.F.d. Sousa, "Bus Bunching Detection by Mining Sequences of Headway Deviations", P. Perner (Ed.), in Advances in Data Mining. Applications and Theoretical Aspects - 12th Industrial Conference, ICDM 2012, Berlin, Germany, July 13-20. Proceedings. Lecture Notes in Computer Science, 7377, Springer 2012 pp: 77-91 [DBLP] |
| 26 |
M. Rodrigues, João Gama, Carlos Ferreira, "Identifying Relationships in Transactional Data", J. Pavón, N. D. Duque-Méndez, R. Fuentes-Fernández (Eds.), in Advances in Artificial Intelligence - IBERAMIA 2012 - 13th Ibero-American Conference on AI, Cartagena de Indias, Colombia, November 13-16, Proceedings, Lecture Notes in Computer Science, 7637, Springer 2012 [DBLP] |
| 27 |
Carlos Ferreira, João Gama, Vitor Santos Costa, Vladimiro Miranda, A. Botterud, "Predicting Ramp Events with a Stream-Based HMM Framework", J. Ganascia, P. Lenca, J. Petit (Eds.), in Discovery Science - 15th International Conference, DS 2012, Lyon, France, October 29-31, Proceedings. Lecture Notes in Computer Science, 7569, Springer 2012 [DBLP] |
| 28 |
Luís Moreira-Matias, João Gama, M. Ferreira, João Mendes-Moreira, L. Damas, "Online Predictive Model for Taxi Services", J. Hollmén, F. Klawonn, A. Tucker (Eds.), in Advances in Intelligent Data Analysis XI - 11th International Symposium, IDA 2012, Helsinki, Finland, October 25-27, 2012. Proceedings, Lecture Notes in Computer Science, 7619, Springer 2012 [DBLP] |
| 29 |
Z. F. Siddiqui, Márcia D. B. Oliveira, João Gama, M. Spiliopoulou, "Where Are We Going? Predicting the Evolution of Individuals", J. Hollmén, F. Klawonn, A. Tucker (Eds.), in Advances in Intelligent Data Analysis XI - 11th International Symposium, IDA 2012, pp: 357-368, Helsinki, Finland, October 25-27. Proceedings. Lecture Notes in Computer Science, 7619, Springer 2012 [DBLP] |
| 30 |
Orlando Ohashi, Luís Torgo, “Wind speed forecasting using spatio-temporal indicators”, in ECAI 2012 - 20th European Conference on Artificial Intelligence. Including Prestigious Applications of Artificial Intelligence (PAIS-2012) System Demonstrations Track, IOS Press, pp. 975-980, August 2012, ]DBLP] |
| 31 |
Orlando Ohashi, Luís Torgo, "Spatial Interpolation using Multiple Regression", in 12th IEEE International Conference on Data Mining, ICDM 2012, M. J. Zaki, A. Siebes, J. Yu, B. Goethals, G. I. Webb, X. Wu (Eds.), Brussels, Belgium, December 10-13, 2012. IEEE Computer Society 2012 pp. 1044--1049 [DBLP] |
| 32 |
Nuno A. Fonseca, Vítor Santos Costa, Rui Camacho, "Conceptual Clustering of Multi-Relational Data", in Inductive Logic Programming - 21st International Conference, ILP 2011, S. Muggleton, A. Nezhad, F. A. Lisi (Eds.), Windsor Great Park, UK, July 31 - August 3, Revised Selected Papers. Lecture Notes in Computer Science, 7207, Springer 2012, pp. 145-159, [DBLP] |
| 33 |
D. O. Cardoso, M. Gregorio, P. M. G. Lima, João Gama, F. M. G. França, "A Weightless Neural Network-Based Approach for Stream Data Clustering", H. Yin, J. A. F. Costa, G. A. Barreto (Eds.), in Intelligent Data Engineering and Automated Learning - IDEAL 2012 - 13th International Conference, Natal, Brazil, August 29-31, Proceedings. Lecture Notes in Computer Science, 7435, pp: 328-335, Springer 2012 [DBLP] |
| 34 |
R. Reis, P. Escudeiro, Nuno Escudeiro, "Educational Resources for Mobile Wireless Devices: a Case Study", in 2012 IEEE Seventh International Conference on Wireless, Mobile and Ubiquitous Technology in Education, WMUTE, Takamatsu, Kagawa, Japan, March 27-30, 2012. IEEE 2012: 264-267 [DBLP] |
| 35 |
P. Escudeiro, Nuno Escudeiro, "Evaluation of Serious Games in Mobile Platforms with QEF: QEF (Quantitative Evaluation Framework)", in IEEE Seventh International Conference on Wireless, Mobile and Ubiquitous Technology in Education, WMUTE 2012, Takamatsu, Kagawa, Japan, March 27-30, IEEE 2012, pp: 268-271 [DBLP] |
| 36 |
R. M. M. Vallim, J. A. A. Filho, A. C. P. L. F. Carvalho, João Gama, "A Density-Based Clustering Approach for Behavior Change Detection in Data Streams", A. C. Lorena, C. E. Thomaz, A. T. R. Pozo (Eds.): 2012 Brazilian Symposium on Neural Networks, Curitiba, Paraná, Brazil, October 20-25, IEEE 2012, pp. 37-42 [DBLP] |
| 37 |
Luís Moreira-Matias, R. Fernandes, João Gama, M. Ferreira, João Mendes-Moreira, L. Damas, “An Online Recommendation System for the Taxi Stand choice Problem (Poster)”, in 2012 IEEE Vehicular Networking Conference, VNC 2012, Seoul, Korea (South), November 14-16, 2012. IEEE 2012, pp: 173-180 [DBLP] |
| 38 |
Paula Brito, G. Polaillon, "Classification Conceptuelle avec Généralisation par Intervalles", in Extraction et gestion des connaissances (EGC'2012), Actes, Y. Lechevallier, G. Melançon, B. Pinaud (Eds.), janvier 31 - février 2012, Bordeaux, France, Revue des Nouvelles Technologies de l'Information RNTI-E-23 Hermann-Éditions 2012, pp: 113-118 [DBLP] |
| 39 |
P. Alves, Pedro Campos, E. Oliveira, "Modeling the Trustworthiness of a Supplier Agent in a B2B Relationship", in Collaborative Networks in the Internet of Services - 13th IFIP WG 5.5 Working Conference on Virtual Enterprises, PRO-VE 2012, L. M. Camarinha-Matos, L. Xu, H. Afsarmanesh (Eds.), IFIP Advances in Information and Communication Technology, 380 Springer, Bournemouth, UK, October 1-3, 2012. 675-686 [DBLP] |
| 40 |
Elaine R. Faria, R. C. Barros, João Gama, A. C. P. L. F. Carvalho, "Improving the offline clustering stage of data stream algorithms in scenarios with variable number of clusters", S. Ossowski, P. Lecca (Eds.), in Proceedings of the ACM Symposium on Applied Computing, SAC, Riva, Trento, Italy, March 26-30, ACM 2012, pp. 829-830 [DBLP] |
| 41 |
Brett Drury, J.J. Almeida, "The Minho Quotation Resource", N. Calzolari, K. Choukri, T. Declerck, M. U. Doğan, B. Maegaard, J. Mariani, J. Odijk, S. Piperidis (Eds.), Proceedings of the 8th International Conference on Language Resources and Evaluation (LREC'12), Istambul, Turkey, 23-25 May, European Language Resources Association (ELRA), pp. 2280-2285 2002 [DBLP] |
| 42 |
Pedro P. Rodrigues, João Gama, "Holistic distributed stream clustering for smart grids", In Workshop on Ubiquitous Data Mining, ECAI 2012. Montpellier, France. |
| 43 |
R. Matos, Pedro Campos, "The effect of prejudiced memory in strategies for social interaction", in IADIS ISA 2012, (IADIS Multi Conference on Computer Science and Information Systems), MCCSIS2012, Lisboa, Julho de 2012 |
| 44 |
Ricardo Campos, Alípio Mário Jorge, G. Dias, C. Nunes, "Disambiguating Implicit Temporal Queries by Clustering Top Relevant Dates in Web Snippets", in Proceedings of the 2012 IEEE/WIC/ACM Conference on Web Intelligence (WIC 2012), Macau, China. IEEE Computer Society, Washington, DC, USA , 2012. |
| 45 |
Adelaide Figueiredo, "Comparison of methods for clustering of variables defined on the hypersphere", in CFE 2012 and ERCIM 2012. p. 135. |
| 46 |
U. Skwara, José Martins, P. Ghaffari, M. Aguiar, J. Boto, N. Stollenwerk, "Fractional calculus and superdiffusion in epidemiology: shift of critical thresholds", in Proceedings of the 12th International Conference on Computational and Mathematical Methods in Science and Engineering (CMMSE 2012), Eds: J. Vigo-Aguiar et al., Vol. 3, pp. 1118–1129, 2012. |
| 47 |
U. Skwara, José Martins, P. Ghaffari, M. Aguiar, J. Boto, N. Stollenwerk, "Applications of fractional calculus to epidemiological models", in Proceedings of the International Conference on Numerical Analysis and Applied Mathematics 2012 (ICNAAM-2012), Eds: T. E. Simos et al., AIP Conf. Proc. Vol. 1479, pp. 1339–1342, 2012. |
| 48 |
T. Pereira, Dalila B.M.M Fontes, "Group Decision Making for selection of an Information System in a Business Context", in DA2PL - from Multiple Criteria Decision Aid to Preference Learning, Mons, November 2012. |
| 49 |
F.A.C.C. Fontes, Dalila B.M.M. Fontes, A.C.D. Caldeira. "Obstacle avoidance in optimal switching of a formation geometry". In CONTROLO 2012,Funchal, 16-18 July 2012 |
| 50 |
I. Boldt, L. Lapão, Pedro P. Rodrigues, A. Freitas, R. Cruz-Correia, "Poor quality of Hospital Information Systems audit trails", in Proceedings of the 7th Iberian Conference on Information Systems and Technologies (CISTI), pp. 584–589. Madrid, Spain: AISTI. |
| 51 |
Pedro P. Rodrigues, A. Bifet, S. Krishnaswamy, João Gama, "Special Track on Data Streams", in Proceedings of the 2012 ACM Symposium on Applied Computing, p. 794. Riva del Garda (Trento), Italy: ACM. |
| 52 |
Carlos Ferreira, João Gama, Vladimiro Miranda, A. Botterud, "Probabilistic ramp detection and forecasting for wind power prediction", in 12th Intern. Conf. Probabilistic Methods Applied to Power Systems, IEEE Xplore 2012. |
| 53 |
Raquel Sebastião, M. M. Silva, R. Rabiço, João Gama and T. Mendonça, "Online evaluation of a changes detection algorithm for depth of anesthesia signals", in 8th IFAC Symposium on Biological and Medical Systems, (BMS 2012), Budapest, Hungary. 2012. |
| 54 |
Raquel Sebastião, M. M. Silva, João Gama, T. Mendonça, "Contributions to a Decision Support System Based on Depth of Anesthesia Signals", in Processing and managing medical data streams, in conjunction with the 25th IEEE International Symposium on Computer-Based Medical System, Roma, Italy, 20-22 Jun. 2012. |
| 55 |
Hadi Fanaee Tork, Márcia D. B. Oliveira, João Gama, S. Malinowski, Ricardo Morla, "Event and anomaly detection using Tucker3 decomposition", in Workshop UDM-ECAI 2012, pp 8-12, Montpellier, France, 2012 |
| 56 |
Luis Moreira-Matias, Carlos Ferreira, João Gama, João Mendes-Moreira, J. F. Sousa, "Bus Bunching Detection: A Sequence Mining Approach", in Workshop UDM-ECAI 2012, pp 13-17, Montpellier, France, 2012 |
| 57 |
Carlos Ferreira, João Gama, Vitor Santos Costa, Vladimiro Miranda, A. Botterud, "Predicting Ramp Events with a Stream-based HMM framework", in Workshop UDM-ECAI 2012, pp 28--32, Montpellier, France, 2012 |
| 58 |
A. Lopes, João Mendes-Moreira, João Gama, "Semi-supervised learning: predicting activities in Android environment", in Workshop UDM-ECAI 2012, pp 38-42, Montpellier, France, 2012 |
| 59 |
G. Dias, J. Moreno, A. Jatowt, Ricardo Campos, "Temporal Web Image Retrieval", L. Calderón-Benavides, C. N. González-Caro, E. Chávez, N. Ziviani (Eds.), Lecture Notes in Computer Science - SPIRE2012: 19th edition of the International Symposium on String Processing and Information Retrieval. Cartagena, Colombia. October 21 - 25, Springer, Vol. 7608, pp. 199 - 204, 2012 |
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I. C. Morgado, A. C. R. Paiva, J. P. Faria, Rui Camacho, "GUI reverse engineering with machine learning", Proceedings of the 2012 First International Workshop on Realizing Artificial Intelligence Synergies in Software Engineering (RAISE), June, pp. 27-31 2012 |
