CRACS Publicatons

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2019
2018
Miguel Araújo and Pedro Ribeiro and Hyun Ah Song and Christos Faloutsos, "TensorCast: forecasting and mining with coupled tensors", in Knowledge and Information Systems (KAIS), Springer, pp.1--26, May 2018.
Miguel Areias and Ricardo Rocha, "Multi-Dimensional Lock-Free Arrays for Multithreaded Mode-Directed Tabling in Prolog", in Concurrency and Computation: Practice and Experience, Special Issue, pp.1–14, March 2018.
Jorge Silva and Ana Aguiar and Fernando Silva, "Parallel Asynchronous Strategies for the Execution of Feature Selection Algorithms", in International Journal of Parallel Programming, vol. 42, pp.252--283, April 2018.
Miguel Areias and Ricardo Rocha, "Table Space Designs For Implicit and Explicit Concurrent Tabled Evaluation", in Theory and Practice of Logic Programming, vol. 18, pp.950–992, 2018.
2017
Joana Costa and Catarina Silva and Mário Antunes and Bernardete Ribeiro, "Adaptive Learning for Dynamic Environments: a Comparative Approach", in Engineering Applications of Artificial Intelligence (EAAI), vol. 65, pp.336–345, October 2017.
David Aparício and Pedro Ribeiro and Fernando Silva, "Extending the Applicability of Graphlets to Directed Networks", in IEEE/ACM Transactions on Computational Biology and Bioinformatics, vol. 14, pp.1302–1315, November 2017.
Luís Antunes and André Souto and Paul Vitányi, "On the Rate of Decrease in Logical Depth", in Theoretical Computer Science, vol. 702, pp.60–64, November 2017.
Arkadev Chattopadhyay and Michal Koucky and Bruno Loff and Sagnik Mukhopadhyay, "Simulation Beats Richness: New Data-Structure Lower Bounds", in Electronic Colloquium on Computational Complexity, vol. 24, November 2017.
Miguel Areias and Ricardo Rocha, "On Scaling Dynamic Programming Problems with a Multithreaded Tabling System", in Journal of Systems and Software, vol. 125, pp.417–426, March 2017. Abstract
Sandra Alves and Maribel Fernández, "A graph-based framework for the analysis of access control policies", in Theoretical Computer Science, vol. 685, pp.3–22, July 2017.
Arkadev Chattopadhyay and Michal Koucky and Bruno Loff and Sagnik Mukhopadhyay, "Composition and Simulation Theorems via Pseudo-random Properties", in Electronic Colloquium on Computational Complexity, vol. 24, January 2017.
Laurence Loewe and Katherine S. Scheuer and Seth A. Keel and Vaibhav Vyas and Ben Liblit et al., "Evolvix BEST Names for Semantic Reproducibility across Code2Brain Interfaces", in Annals of the New York Academy of Sciences, vol. 1387, pp.124–144, January 2017.
Sriraam Natarajan and Vishal Bangera and Tushar Khot and Jose Picado and Anurag Wazalwar et al., "Markov Logic Networks for Adverse Drug Event Extraction from Text", in Knowledge Information Systems, vol. 51, pp.435–457, February 2017.
Luís Antunes and Bruno Bauwens and André Souto and Andreia Teixeira, "Sophistication Vs Logical Depth", in Theory of Computing Systems, vol. 60, pp.280–298, February 2017.
S. Ramos and R. Gaio and F. Ferreira and José Paulo Leal and S. Martins et al., "Tuberculosis in children from diagnosis to decision to treat", in Revista Portuguesa de Pneumologia (English Edition), vol. 23, pp.317–322, December 2017.
Carla Silva, "What is Quantum AI?", in ITNOW, vol. 59, pp.21, December 2017.
André Rodrigues and Carla Silva and Paulo Borges and Sérgio Silva and Inês Dutra, "Optimizing the Calculation of Statistical Functions", in Journal of Big Data Intelligence, vol. 4, pp.123-139, 2017.
2016
João Santos and Ricardo Rocha, "On the Implementation of an Or-Parallel Prolog System for Clusters of Multicores", in Theory and Practice of Logic Programming, Special issue for 32nd International Conference on Logic Programming (ICLP 2016), vol. 16, pp.899–915 , October 2016.
Flávio Cruz and Ricardo Rocha and Seth C. Goldstein, "Declarative Coordination of Graph-Based Parallel Programs", in ACM SIGPLAN Notices -- PPoPP 2016 (Proceedings of the 21st ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming), ACM, vol. 51, pp.Article nº 4, March 2016.
Miguel Araújo and Stephan Guennemann and Spiros Papadimitriou and Christos Faloutsos and Prithwish Basu et al., "Discovery of "comet" communities in temporal and labeled graphs COM2", in Knowledge and Information Systems, vol. 46, pp.657–677, March 2016.
Miguel Areias and Ricardo Rocha, "A Lock-Free Hash Trie Design for Concurrent Tabled Logic Programs", in International Journal of Parallel Programming, Springer US, vol. 44, pp.386–406, June 2016.
Carlos A. Martínez-Angeles and Haicheng Wu and Inês Dutra and Vítor Santos Costa and Jorge Buenabad-Chávez, "Relational Learning with GPUs: Accelerating Rule Coverage", in International Journal of Parallel Programming, Springer US, vol. 44, pp.663–685, June 2016.
Luís Lopes and Francisco Martins, "A Safe-By-Design Programming Language for Wireless Sensor Networks", in Journal of Systems Architecture, vol. 63, pp.16–32, February 2016.
José Carlos Paiva and José Paulo Leal and Ricardo Queirós, "Gamification of Learning Activities with the Odin service", in Computer Science and Information Systems, vol. 13, pp.809–826, 2016.
António Pinto and Ricardo Costa, "Hash-chain-based authentication for IoT", in Advances in Distributed Computing and Artificial Intelligence Journal, Salamanca University Press, vol. 5, pp.43–57, 2016.
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.
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.
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.
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.
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)
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
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.
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.
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.
Sandra Alves and Maribel Fernández, "A Framework for the Analysis of Access Control Policies with Emergency Management", in Electronic Notes in Theoretical Computer Science, Elsevier, vol. 312, pp.89–105, April 2015.
2014
Ricardo Queirós and José Paulo Leal and José Campos, "Sequencing Educational Resources with Seqins", in Computer Science and Information Systems, vol. 11, pp.1479–1497, October 2014.
João Santos and Ricardo Rocha, "A Team-Based Scheduling Model for Interfacing Or-Parallel Prolog Engines", in Computer Science and Information Systems, vol. 11, pp.1435–1454, October 2014.
Pedro Ribeiro and Fernando Silva, "G-Tries: a data structure for storing and finding subgraphs", in Data Mining and Knowledge Discovery, Springer US, vol. 28, pp.337–377, March 2014. Abstract  Download: j2014_DMKD_gtries.pdf (884.87 KB)
Sandra Alves and Maribel Fernández and Mário Florido and Ian Mackie, "Linearity: A Roadmap", in Journal of Logic and Computation, vol. 24, pp.513–529, June 2014.
Elena Bellodi and Evelina Lamma and Fabrizio Riguzzi and Vítor Santos Costa and Riccardo Zese, "Lifted Variable Elimination for Probabilistic Logic Programming", in Journal of Theory and Practice of Logic Programming (30th International Conference on Logic Programming (ICLP 2014) Special Issue), Cambridge University Press, vol. 14, pp.681–695, July 2014.
Flávio Cruz and Ricardo Rocha and Seth C. Goldstein and Frank Pfenning, "A Linear Logic Programming Language for Concurrent Programming over Graph Structures", in Journal of Theory and Practice of Logic Programming (30th International Conference on Logic Programming (ICLP 2014) Special Issue), Cambridge University Press, vol. 14, pp.493–507, July 2014.
Theofrastos Mantadelis and Ricardo Rocha and Paulo Moura, "Tabling, Rational Terms, and Coinduction Finally Together!", in Journal of Theory and Practice of Logic Programming (30th International Conference on Logic Programming (ICLP 2014) Special Issue), vol. 14, pp.429–443, July 2014.
Ricardo Queirós and Mário Pinto, "ESEIG Mobile: An M-Learning Approach in a Superior School", in International Journal of Knowledge-Based Organizations, IGI Global, vol. 4, pp.22–38, December 2014.
Peggy Peissig and Vítor Santos Costa and Michael Caldwell and Carla Rottscheit and Richard L. Berg et al., "Relational machine learning for electronic health record-driven phenotyping", in Journal of Biomedical Informatics, vol. 52, pp.260–270, December 2014.
2013
Miguel Areias and Ricardo Rocha, "Batched Evaluation of Linear Tabled Logic Programs", in Computer Science and Information Systems, vol. 10, pp.1775–1797, October 2013.  Download: ComSIS_sl010-1212.pdf (221.28 KB)