CRACS Publicatons

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2015
Luís Veiga and Ricardo Rocha (eds) , "Atas do 7º Simpósio Nacional de Informática", in INForum 2015, September 2015.
Theofrastos Mantadelis and Dimitar Shterionov and Gerda Janssens "Compacting Boolean Formulae for Inference in Probabilistic Logic Programming", in "13th International Conference on Logic Programming and NonMonotonic Reasoning (LPNMR 2015)" , Springer - LNCS, vol. 9345, pp.425–328, September 2015.
Sarvenaz Choobdar and Pedro Ribeiro and Srinivasan Parthasarathy and Fernando Silva, "Dynamic inference of social roles in information cascades", in Data Mining and Knowledge Discovery, Springer US, vol. 29, pp.1152–1177, September 2015.
Annalisa Appice and Pedro Pereira Rodrigues and Vítor Santos Costa and Carlos Soares and João Gama et al. (eds) , "Machine Learning and Knowledge Discovery in Databases", in ECML PKDD 2015, Springer - LNCS, vol. 9284 & 9285, September 2015.
Álvaro Reis Figueira "Predicting Results from Interaction Patterns during Online Group Work", in "10th European Conference on Technology Enhanced Learning (EC-TEL 2015)" , Springer - LNCS, vol. 9307, pp.414–419, September 2015.
Luciana Oliveira and Álvaro Reis Figueira "Benchmarking analysis of social media strategies in the Higher Education Sector", in "7th Conference on ENTERprise Information Systems (CENTERIS 2015)" , Elsevier - Procedia Computer Science, vol. 64, pp.779–786, October 2015.
Joana Costa and Catarina Silva and Mário Antunes and Bernardete Ribeiro "Generating datasets with drift", in "21st Portuguese Conference on Pattern Recognition (RecPad 2015)" , October 2015.
João Cunha and Catarina Silva and Mário Antunes "Health Twitter Big Data Management with Hadoop Framework", in "4th International Conference on Health and Social Care Information Systems and Technologies (HCist 2015)" , Elsevier - Procedia Computer Science, vol. 64, pp.425–431, October 2015.
Michael P. Schwartz and Zhonggang Hou and Nicholas E. Propson and Jue Zhang and Collin J. Engstrom et al., "Human pluripotent stem cell-derived neural constructs for predicting neural toxicity", in Proceedings of the National Academy of Sciences of the United States of America, vol. 112, pp.12516–12521, October 2015.
Jorge Silva and Ana Aguiar and Fernando Silva "A Parallel Computing Hybrid Approach for Feature Selection", in "18th International Conference on Computational Science and Engineering (CSE 2015)" , IEEE, pp.97–104, October 2015.
Diogo Pinto and Pedro Vendas Costa and Rui Camacho and Vítor Santos Costa "Predicting Drugs Adverse Side-Effects Using a Recommender-System", in "18th International Conference on Discovery Science (DS 2015)" , Springer - LNCS, vol. 9356, pp.201–208, October 2015.
Gil Ferro and Roberto Silva and Luís Lopes "Towards Out-of-the-Box Programming of Wireless Sensor-Actuator Networks", in "18th International Conference on Computational Science and Engineering (CSE 2015)" , IEEE, pp.110–119, October 2015.
Theofrastos Mantadelis and Ricardo Rocha and Jorge Oliveira and Miguel Coimbra "Using Probabilistic Logic Programming to Find Patterns", in "21st Portuguese Conference on Pattern Recognition (RecPad 2015)" , October 2015.
Joana Costa and Catarina Silva and Mário Antunes and Bernardete Ribeiro "DOTS: Drift Oriented Tool System", in "22nd International Conference on Neural Information Processing (ICONIP 2015)" , Springer - LNCS, vol. 9492, pp.615–623, November 2015.
Sandra Alves and Sabine Broda, "A short note on type-inhabitation: Formula-trees vs. game semantics", in Information Processing Letters, Elsevier, vol. 115, pp.908–911, November 2015.
José Paulo Leal and Rúben Sousa "Assessing computer science exercises using graphs", in "ACM-ICPC Collaborative Learning Institute Symposium (CLIS 2015)" , May 2015.
Bruno Aguiar and Jorge Vieira and Ana E. Cunha and Nuno A. Fonseca and Amy Iezzoni et al., "Convergent Evolution at the Gametophytic Self-Incompatibility System in Malus and Prunus", in PLoS ONE, Public Library of Science, vol. 10, pp.e0126138, May 2015.
Jorge Barbosa and Inês Dutra (eds) "Grid Computing: Techniques and Future Prospects", Nova Science Publishers, pp.219, May 2015.
Amir Nabizadeh and Alípio M. Jorge and José Paulo Leal "Long Term Goal Oriented Recommender Systems", in "11th International Conference on Web Information Systems and Technologies (WEBIST 2015)" , SciTePress, pp.552–557, May 2015.
João Poço and Pedro Faria and Manuel Eduardo Correia "A pure Java cryptographic provider supporting the U.Porto smartcard", in "13th Annual European Campus Card Association Conference (ECCA 2015)" , May 2015. Abstract
Finn Kuusisto and Inês Dutra and Mai Elezaby and Eneida A. Mendonça and Jude Shavlik et al. "Leveraging Expert Knowledge to Improve Machine-Learned Decision Support Systems", in "Summit on Clinical Research Informatics within AMIA 2015 Joint Summits on Translational Science" , AMIA (American Medical Informatics Association), pp.87–91, March 2015.
Mário Pereira and Sandra Alves and Mário Florido "Liquid Intersection Types", in "7th Workshop on Intersection Types and Related Systems (ITRS 2014)" , EPTCS (arXiv.org), vol. 177, pp.24–42, March 2015.
Álvaro Reis Figueira "Orchestrating Online Group Work while Assessing Individual Participations", in "9th International Technology, Education and Development Conference (INTED 2015)" , IATED, pp.2996–3005, March 2015.
Pedro Miguel Ferreira and Nuno A. Fonseca and Inês Dutra and Ryan Woods and Elizabeth Burnside, "Predicting Malignancy from Mammography Findings and Image-Guided Core Biopsies", in International Journal of Data Mining and Bioinformatics, vol. 11, pp.257–276, March 2015.  Download: j2012_pferreira_jdmb.pdf (2.55 MB)
Ricardo Ferreira and Manuel Eduardo Correia and Francisco Rocha-Gonçalves and Ricardo Cruz-Correia "Data Quality in HL7 Messages – A Real Case Analysis", in "28th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2015) " , IEEE, pp.197–200, June 2015. Abstract  Download: 6775a197.pdf (125.48 KB)
Ricardo Queirós and Alberto Simões "Introdução ao Desenvolvimento de Jogos em Android", FCA - Editora de Informática, Lda., June 2015.
Rodrigo Dias and Rogerio Salvini and Inês Dutra and Beny Lafer "A Multi-Relational Model for Depression Relapse in Patients with Bipolar Disorder by Means of a Machine Learning Approach", in "17th Annual Conference of the International Society for Bipolar Disorders (ISBD 2015)" , Wiley: Bipolar Disorders, vol. 17, pp.128, June 2015.
Flávio Cruz and Ricardo Rocha "On Compiling Linear Logic Programs with Comprehensions, Aggregates and Rule Priorities", in "17th International Symposium on Practical Aspects of Declarative Languages (PADL 2015)" , Springer - LNCS, vol. 9131, pp.34–49, June 2015.
Miguel Areias and Ricardo Rocha "On Extending a Full-Sharing Multithreaded Tabling Design with Batched Scheduling", in "4th Symposium on Languages, Applications and Technologies (SLATE 2015)" , pp.163–172, June 2015.
Joaquim Barros and Miguel Araújo and Rosaldo Rossetti "Short-term real-time traffic prediction methods: A survey", in "4th International Conference on Models and Technologies for Intelligent Transportation Systems (MT-ITS 2015)" , IEEE, June 2015.
Ricardo P. Gonçalves and Alexandre B. Augusto and Manuel Eduardo Correia "Time/space based biometric handwritten signature verification", in "10th Iberian Conference on Information Systems and Technologies (CISTI 2015)" , IEEE, June 2015. Abstract
José Paulo Leal and Teresa Costa, "Tuning a Semantic Relatedness Algorithm using a Multiscale Approach", in Computer Science and Information Systems, ComSIS Consortium, vol. 12, pp.635–654, June 2015. Abstract
Rodrigo Emiliano and Mário Antunes "Automatic network configuration in virtualized environment using GNS3", in "10th International Conference on Computer Science & Education (ICCSE 2015)" , IEEE, pp.25–30, July 2015.
Joana Costa and Catarina Silva and Mário Antunes and Bernardete Ribeiro "The Impact of Longstanding Messages in Micro-Blogging Classification", in "International Joint Conference on Neural Networks (IJCNN 2015)" , IEEE, July 2015.
Marina Velikova and Inês Dutra and Elizabeth S. Burnside "Automated Diagnosis of Breast Cancer on Medical Images", in "Foundations of Biomedical Knowledge Representation - Methods and Applications" , Springer - LNCS, vol. 9521, pp.47-67, January 2015.
Jesse Davis and Vítor Santos Costa and Peggy Peissig and Michael Caldwell and David Page "Predicting Adverse Drug Events from Electronic Medical Records", in "Foundations of Biomedical Knowledge Representation - Methods and Applications" , Springer - LNCS, vol. 9521, pp.243–257, January 2015.
Ricardo Ferreira and Manuel Eduardo Correia and Francisco Rocha-Gonçalves and Ricardo Cruz-Correia "Visualization of Passively Extracted HL7 Production Metrics", in "8th International Conference on Health Informatics (HEALTHINF 2015)" , SCITEPRESS Digital Library, pp.423–430, January 2015. Abstract  Download: HEALTHINF 2015.pdf (793.85 KB)
Álvaro Reis Figueira and Rui Pereira "Managing and assessing group work from a distance", in "44th Annual Frontiers in Education Conference (FIE 2014)" , IEEE, February 2015.
Miguel Areias and Ricardo Rocha "Batched Evaluation of Full-Sharing Multithreaded Tabling", in "4th Symposium on Languages, Applications and Technologies (SLATE 2015) - Revised Selected Papers" , Springer - CCIS, vol. 563, pp.113–124, December 2015.
Carlos Abreu Ferreira and João Gama and Vítor Santos Costa, "Exploring multi-relational temporal databases with a propositional sequence miner", in Progress in Artificial Intelligence, Springer Berlin Heidelberg, vol. 4, pp.11–20, December 2015.
José-Luis Sierra-Rodríguez and José Paulo Leal and Alberto Simões (eds) , "Languages, Applications and Technologies", in SLATE 2015 - Revised Selected Papers, Springer - CCIS, vol. 563, December 2015.
José Carlos Paiva and José Paulo Leal and Ricardo Queirós "Odin: A Service for Gamification of Learning Activities", in "4th Symposium on Languages, Applications and Technologies (SLATE 2015) - Revised Selected Papers" , Springer - CCIS, vol. 563, pp.194–204, December 2015.
André Rodrigues and Carla Silva and Paulo Borges and Sérgio Silva and Inês Dutra "Performance Evaluation of Statistical Functions", in "IEEE International Conference on Smart City (Smart City 2015), co-located with DataCom 2015" , IEEE, pp.754–760, December 2015.
Pedro Paredes and Pedro Ribeiro, "Rand-FaSE: fast approximate subgraph census", in Social Network Analysis and Mining, Springer Vienna, vol. 5, pp.17:1–17:18, December 2015.
Teresa Costa and José Paulo Leal "Reducing Large Semantic Graphs to Improve Semantic Relatedness", in "4th Symposium on Languages, Applications and Technologies (SLATE 2015) - Revised Selected Papers" , Springer - CCIS, vol. 563, pp.236–245, December 2015.
Joana Côrte-Real and Theofrastos Mantadelis and Inês Dutra and Ricardo Rocha and Elizabeth Burnside "SkILL - a Stochastic Inductive Logic Learner", in "14th IEEE International Conference on Machine Learning and Applications (ICMLA 2015)" , IEEE, December 2015.
Rúben Sousa and José Paulo Leal "A Structural Approach to Assess Graph-Based Exercises", in "4th Symposium on Languages, Applications and Technologies (SLATE 2015) - Revised Selected Papers" , Springer - CCIS, vol. 563, pp.182–193, December 2015.
Sandra Alves and Sabine Broda and Maribel Fernández "A Typed Language for Events", in "25th International Symposium on Logic-Based Program Synthesis and Transformation (LOPSTR 2015) - Revised Selected Papers" , Springer - LNCS, vol. 9527, pp.107–123, December 2015.
Flávio Cruz and Ricardo Rocha and Seth C. Goldstein "Thread-Aware Logic Programming For Data-Driven Parallel Programs", in "31st International Conference on Logic Programming (ICLP 2015) - Technical Communications" , CEUR-WS, vol. 1433, August/September 2015.
Catarina Silva and Mário Antunes and Joana Costa and Bernardete Ribeiro "Active Manifold Learning with Twitter Big Data", in "International Neural Network Society Conference on Big Data (INNS Big Data 2015)" , Elsevier - Procedia Computer Science, vol. 53, pp.208–215, August 2015.
Theofrastos Mantadelis and Jorge Oliveira and Miguel Coimbra "Most probable explanation for MetaProbLog and its application in heart sound segmentation", in "2nd International Workshop on Probabilistic Logic Programming (PLP 2015), co-located with ICLP 2015" , CEUR Workshop Proceedings, vol. 1413, pp.39–45, August 2015.
Rogerio Salvini and Rodrigo Dias and Beny Lafer and Inês Dutra "A Multi-Relational Model for Depression Relapse in Patients with Bipolar Disorder", in "15th World Congress on Health and Biomedical Informatics (MEDINFO 2015)" , IOS Press, vol. 216, pp.741–745, August 2015.
Sarvenaz Choobdar and Pedro Ribeiro and Fernando Silva "Pairwise Structural Role Mining for User Categorization in Information Cascades", in "IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2015)" , ACM, pp.137–144, August 2015.
Luciana Oliveira and Álvaro Reis Figueira, "Social Media Content Analysis in the Higher Education Sector: From Content to Strategy", in International Journal of Web Portals, IGI Global, vol. 7, pp.16–32, April-June 2015.
André Rodrigues and Alípio M. Jorge and Inês Dutra "Accelerating Recommender Systems using GPUs", in "30th ACM/SIGAPP Symposium on Applied Computing (SAC 2015)" , ACM, pp.879–884, April 2015.
Sandra Alves and Anatoli Degtyarev and Maribel Fernández "Access Control and Obligations in the Category-Based Metamodel: A Rewrite-Based Semantics", in "24th International Symposium on Logic-Based Program Synthesis and Transformation (LOPSTR 2014) - Revised Selected Papers" , Springer - LNCS, vol. 8981, pp.148–163, April 2015.
Sarvenaz Choobdar and Pedro Ribeiro and Fernando Silva "Discovering Weighted Motifs in Gene co-expression Networks", in "30th ACM/SIGAPP Symposium on Applied Computing (SAC 2015)" , ACM, pp.10–17, April 2015.