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, "Parallel Asynchronous Strategies for the Execution of Feature Selection Algorithms", in International Journal of Parallel Programming, vol. 42, pp.252--283, April 2018.
, "Extending the Applicability of Graphlets to Directed Networks", in IEEE/ACM Transactions on Computational Biology and Bioinformatics, vol. 14, pp.1302–1315, November 2017.
"Evolutionary Role Mining in Complex Networks by Ensemble Clustering", in "32nd ACM SIGAPP Symposium On Applied Computing, SAC 2017, Track on Social Network and Media Analysis" , ACM, April 2017.
"Feature Extraction for the Author Name Disambiguation Problem in a Bibliographic Database", in "32nd ACM SIGAPP Symposium On Applied Computing, SAC 2017, Track on Data Mining" , ACM, April 2017.
"P3-Mobile: Parallel Computing for Mobile Edge-Clouds", in "4Th Workshop on Crosscloud Infrastructures & Platforms, Crosscloud@eurosys 2017" , ACM, April 2017.
"Using Edge-Clouds to Reduce Load on Traditional WiFi Infrastructures and Improve Quality of Experience", in "1st International Conference on Fog and Edge Computing (ICFEC'2017)" , IEEE, 2017 2017.
"A Subgraph-Based Ranking System for Professional Tennis Players", in "7th Workshop on Complex Networks (CompleNet 2016)" , Springer - Studies in Computational Intelligence, vol. 644, pp.159–171, March 2016.
"Benchmarking Wireless Protocols for Feasibility in Supporting Crowdsourced Mobile Computing", in "16th IFIP International Conference on Distributed Applications and Interoperable Systems (DAIS 2016), held as part of DisCoTec 2016" , Springer - LNCS, vol. 9687, pp.96–108, June 2016.
, "Dynamic inference of social roles in information cascades", in Data Mining and Knowledge Discovery, Springer US, vol. 29, pp.1152–1177, September 2015.
"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.
"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.
"Discovering Weighted Motifs in Gene co-expression Networks", in "30th ACM/SIGAPP Symposium on Applied Computing (SAC 2015)" , ACM, pp.10–17, April 2015.
"Querying Volatile and Dynamic Networks", in "Encyclopedia of Social Network Analysis and Mining" , Springer New York, pp.1456–1463, October 2014.
, "Special Issue: Euro-Par 2014", in 20th International Conference on Parallel Processing (Euro-Par 2014) - Revised Selected Papers, Wiley - Concurrency and Computation: Practice & Experience, vol. 27, November 2015 2014.
"Discovering Colored Network Motifs", in "5th Workshop on Complex Networks (CompleNet 2014)" , Springer - SCI, vol. 549, pp.107–118, March 2014.
, "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)
, "Euro-Par 2014: Parallel Processing", in 20th International Conference on Parallel Processing (Euro-Par 2014), Springer - LNCS, vol. 8632, pp.828, August 2014.
"Parallel Subgraph Counting for Multicore Architectures", in "12th IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA 2014)" , IEEE, pp.34–41, August 2014.
"Stheno, a Real-Time Fault-Tolerant P2P Middleware Platform for Light-Train Systems", in "28th ACM Symposium on Applied Computing (SAC 2013)" , ACM, pp.431–438, March 2013. Download:
"On Comparing Alternative Splitting Strategies for Or-Parallel Prolog Execution on Multicores", in "12th International Colloquium on Implementation of Constraint and LOgic Programming Systems (CICLOPS 2012), Co-Located with ICLP 2012" , pp.71–85, September 2012. Download:
"Event Detection in Evolving Networks", in "4th Fourth International Conference on Computational Aspects of Social Networks (CASoN 2012)" , IEEE, pp.26–32, November 2012. Download:
, "A Design and Implementation of the Extended Andorra Model", in Journal of Theory and Practice of Logic Programming, Cambridge University Press, vol. 12, pp.319–360, May 2012. Download:
"Querying Subgraph Sets with G-Tries", in "2nd ACM SIGMOD Workshop on Databases and Social Networks (DBSocial 2012)" , ACM, pp.25–30, May 2012. Download:
"Scheduling OR-parallelism in YapOr and ThOr on Multi-Core Machines", in "Workshop on Multithreaded Architectures and Applications (MTAAP 2012) in conjunction with the 26th IEEE International Parallel & Distributed Processing Symposium (IPDPS 2012)" , IEEE, pp.1581–1590, May 2012. Download:
"Or-Parallel Prolog Execution on Multicores Based on Stack Splitting", in "7th International Workshop on Declarative Aspects and Applications of Multicore Programming (DAMP 2012)" , ACM, pp.1–9, January 2012. Download:
, "Parallel Discovery of Network Motifs", in Journal of Parallel and Distributed Computing, Elsevier, vol. 72, pp.144–154, February 2012. Download:
"Motif Mining in Weighted Networks", in "2nd IEEE ICDM Workshop on Data Mining in Networks (DaMNet 2012)" , IEEE, pp.210–217, December 2012. Download:
"Comparison of Co-authorship Networks across Scientific Fields Using Motifs", in "2012 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)" , IEEE, pp.147–152, August 2012. Download:
"Network Node Label Acquisition and Tracking", in "15th Portuguese Conference on Artificial Intelligence (EPIA 2011)" , Springer - LNCS, vol. 7026, pp.418–430, October 2011. Download:
"Efficient and Scalable Algorithms for Network Motifs Discovery", University of Porto, Degree: PhD in Computer Science, June 2011.
"Lightweight Fault-Tolerance for Peer-to-Peer Middleware", DCC-FC, Universidade do Porto, January 2011.
"A Parallel Algorithm for Counting Subgraphs in Complex Networks", in "3rd International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2010) - Revised Selected Papers" , Springer - CCIS, vol. 127, pp.380–393, 2011. Download:
"Efficient Parallel Subgraph Counting using G-Tries", in "2010 IEEE International Conference on Cluster Computing (Cluster 2010)" , IEEE, pp.217–226, September 2010.
"Efficient Subgraph Frequency Estimation with G-Tries", in "10th International Workshop on Algorithms in Bioinformatics (WABI 2010)" , Springer - LNCS, vol. 6293, pp.238–249, September 2010.
"Lightweight Fault-Tolerance for Peer-to-Peer Middleware", in "29th IEEE Symposium on Reliable Distributed Systems (SRDS 2010), track on Issues in Computing Over Emerging Mobile Networks" , IEEE, pp.313–317, November 2010. Download: p2010_srds.pdf (389.02 KB)
"G-Tries: an efficient data structure for discovering network motifs", in "25th ACM Symposium on Applied Computing - Bioinformatics Track (SAC BIO 2010)" , ACM, pp.1559–1566, March 2010.
"Parallel Calculation of Subgraph Census in Biological Networks", in "1st International Conference on Bioinformatics (BIOINFORMATICS 2010)" , INSTICC , pp.56–65, January 2010.
"On the Impact of Fault-Tolerance Mechanisms in a Peer-to-Peer Middleware", DCC-FC, Universidade do Porto, April 2010.
"Using Mooshak as a Competitive Learning Tool", in "A New Learning Paradigm: Competition Supported by Technology" , Sello Editorial, pp.91–105, 2010.
, "Parallel calculation of multi-electrode array correlation networks", in Journal of Neuroscience Methods, Elsevier, vol. 184, pp.357–364, November 2009.
, "Parallel ILP for Distributed Memory Architectures", in Machine Learning, Springer US, vol. 74, pp.257–279, March 2009.
, "Improving the Efficiency of Inductive Logic Programming Systems", in Journal of Software: Practice and Experience, John Wiley & Sons, vol. 39, pp.189–219, February 2009.
"Strategies for Network Motifs Discovery", in "5th IEEE International Conference on e-Science (e-Science 2009)" , IEEE, pp.80–87, December 2009.
"Incremental Feedback in Competitive Learning", in "ACM-ICPC Collaborative Learning Initiative Symposium (CLIS 2009)" , April 2009.
"BIORED - A Genetic Algorithm for Pattern Detection in Biosequences", in "2nd International Workshop on Practical Applications of Computational Biology & Bioinformatics (IWPACBB 2008)" , Springer - AISC, vol. 49, pp.156–165, 2009.
, "IBERGRID 2008", in 2nd Iberian GRID Infrastructure Conference (IBERGRID 2008), NetBiblo, May 2008.
"A Peer-to-Peer Middleware Platform for Fault-Tolerant, QoS, Real-Time Computing", in "2nd Workshop on Middleware-Application Interaction (MAI 2008), co-located with DisCoTec 2008" , ACM, June 2008.
"A Peer-to-Peer Middleware Platform for Fault-Tolerant, QoS, Real-Time Computing", DCC-FC, Universidade do Porto, April 2008.
"Using Mooshak as a Competitive Learning Tool", in "ACM-ICPC Competitive Learning Institute Symposium (CLIS 2008)" , April 2008.
"Plugging Computer Labs to the Grid", in "1st Iberian GRID Infrastructure Conference (IBERGRID 2007)" , Fundación CESGA, pp.393–396, May 2007.
"Fast Discovery of Statistically Interesting Words", DCC-FC & LIACC, Universidade do Porto, January 2007.
"April – An Inductive Logic Programming System", in "10th European Conference on Logics in Artificial Intelligence (JELIA 2006)" , Springer - LNCS, vol. 4160, pp.481–484, September 2006.
"Parallelism in Inductive Logic Programming Systems", University of Porto, Degree: PhD in Computer Science, October 2006.
"A High Performance Distributed Tool for Mining Patterns in Biological Sequences", DCC-FC & LIACC, Universidade do Porto, December 2006.