My.Publications
Artificial.Intelligence
Felix, L. O., Martins, D., Monteiro, Ulisses, Pinto, Luiz and Tarrataca, L. and Martins, C. "Multiple Fault Diagnosis in a Wind Turbine Gearbox with Autoencoder Data Augmentation and KPCA Dimension Reduction", Nondestruct Eval 43, 114 (2024)
Viana, D.P.; de Sá Só Martins, D.H.C.; de Lima, A.A.; Silva, F.; Pinto, M.F.; Gutiérrez, R.H.R.; Monteiro, U.A.; Vaz, L.A.; Prego, T.; Andrade, F.A.A.; Tarrataca, L.; Haddad, D.B. "Diesel Engine Fault Prediction Using Artificial Intelligence Regression Methods.", Machines, 11, 530 (2023)
Yngwi Guimarães, Luis Tarrataca, Douglas Cardoso, Laura S. de Assis "Sentiment Analysis Applied to IBOVESPA Prediction. Optimization", OL2A 2022 (2022)
Dionisio H. C. S. S. Martins, Amaro A. de Lima, Milena F. Pinto, Douglas de O. Hemerly, Thiago de M. Prego, Fabricio L. e Silva, Luis Tarrataca, Ulisses A. Monteiro, Ricardo H. R. Gutierrez & Diego B. Haddad "Hybrid data augmentation method for combined failure recognition in rotating machines", Journal of Intelligent Manufacturing (2022)
Dionisio Martins, Denys Viana, Amaro de Lima, Milena Pinto, Luis Tarrataca, Fabricio Silva, Ricardo Gutierrez, Thiago Prego, Ulisses Monteiro, Diego Haddad "Diagnostic and severity analysis of combined failures composed by imbalance and misalignment in rotating machines", The International Journal of Advanced Manufacturing Technology, 2021
Luis Tarrataca, Claudia Mazza Dias, Diego Barreto Haddad, Edilson Fernandes De Arruda "Flattening the curves: on-off lock-down strategies for COVID-19 with an application to Brazil", Journal of Mathematics In Industry, 11, Springer, 2021
Diego B. Haddad, Laura S. Assis, Luis Tarrataca, Andrea S. Gomes, Marcos B. Ceddia, Rosane F. Oliveira, Jurair. R. de P. Junior and Diego N. Brandao "Brazilian Soil Bulk Density Prediction Based on a Committe of Neural Regressors", IJCNN 2018
Genetic.Algorithms
Epifanio G., González, J. Usberti, F. Tarrataca, L., Assis, L. "Switch Allocation Problem in Power Distribution Systems with Distributed Generation.", Operations Research Forum (2023)
Albuquerque, D., Tarrataca, L., Brandão, D., & Coutinho, R. "A Genetic Algorithm with Flexible Fitness Function for Feature Selection in Educational Data: Comparative Evaluation.", Journal of Information and Data Management (2022)
Jorge A. G. de Brito, Diego R. M. Totte, Fabio O. Silva, Jurair R. de P. Junior, Felipe da Rocha Henriques1, LuIs Tarrataca, Diego Barreto Haddad, Laura S. de Assis "Memetic algorithm applied to topology control optimization of a wireless sensor network", Wireless Networks (2022)
Laura S. de Assis, Jurair R. de P. Junior, Luis Tarrataca, Diego B. Haddad "Efficient Volterra Systems Identification Using Hierarchical Genetic Algorithms",Applied Soft Computing, 2019
Signal.Processing
Igreja, F., Lara, P., Tarrataca, L. et al. "Analyzing the LMS Weight Error Covariance Matrix: An Exact Expectation Approach." Circuits Syst Signal Process (2024).
J. V. G. De Souza, F. d. R. Henriques, N. N. Siqueira, L. Tarrataca, F. A. A. Andrade and D. B. Haddad, "Stochastic Modelling of the Set-Membership-sign-NLMS Algorithm" in IEEE Access, doi: 10.1109/ACCESS.2024.3370439, 2024.
Teodoro, Thiago; Igreja, Filipe; Lara, Pedro; Tarrataca, Luis; Kar, Asutosh; Haddad, Diego . "On the Skewness of the LMS Adaptive Weights"., IEEE Transactions on circuits and systems II - Express Briefs, 2021
Teodoro, Thiago; Lara, Pedro; Igreja, Filipe; Oliveira, Fernanda Tarrataca, Luis; Haddad, Diego . "An Exact Expectation Model for the LMS Tracking Abilities"., IEEE Transactions on Signal Processing, 2020
Do Prado, Robson A. ; Guedes, Raphael M. ; Henriques, Felipe Da R. ; Da Costa, Felipe M. ; Tarrataca, Luis. ; Haddad, Diego B. . "On the Analysis of the Incremental $ell _0$-LMS Algorithm for Distributed Systems". CIRCUITS SYSTEMS AND SIGNAL PROCESSING, v. 1, p. 1-12, 2020.
Pedro Lara ; Diego Haddad ; Luis Tarrataca ; Thiago Teodoro ; Filipe Igreja "Exact Expectation Analysis of the LMS Adaptive Identification of Nonlinear Systems", Electronics Letters, 2019 (in press)
Rafael Moura do Carmo, Luis Tarrataca, Jefferson Colares, Felipe da R. Henriques, Diego B. Haddad, Raphael M. Guedes "Distributed Adaptive Filtering on Wireless Sensor Networks with Shared Medium Competition", Learning and Nonlinear Models (in press)
Lara, Pedro ; Haddad, Diego B. ; Tarrataca, Luis. "Advances on the analysis of the LMS algorithm with a colored measurement noise" . Signal Image and Video Processing, v. 1, p. 1-8, 2019.
Pedro Lara, Luis Tarrataca, Diego Haddad "Exact Expectation Analysis of the Deficient-Length LMS Algorithm", Signal Processing, Volume 162, September 2019, Pages 54-64
Pedro Lara, Filipe Igreja, Luis Tarrataca, Diego Haddad, Mariane Petraglia "Exact Expectation Evaluation and Design of Variable Step-Size Adaptive Algorithms", IEEE Signal Processing Letters, October 2018, 10.1109/LSP.2018.2880084
Post.doc
Thomas G. Wong, Luis Tarrataca, Nikolay Nahmov "Laplacian versus Adjacency Matrix in Quantum Walk Search", Quantum Information Processing, Volume 15, Issue 10, pp 4029-4048
Pascal Philipp, Luis Tarrataca, Stefan Boettcher "Continuous-Time Quantum Search on Balanced Trees", Physical Review A, 93, 2016, 10.1103/PhysRevA.93.032305
Pascal Philipp, Luis Tarrataca, Stefan Boettcher "Continuous-Time Quantum Search on Balanced Trees", arXiv:1601.01154
Thomas G. Wong, Luis Tarrataca, Nikolay Nahmov "Laplacian versus Adjacency Matrix in Quantum Walk Search", arXiv:1512.05554
Tarrataca, L. "Challenges of adiabatic quantum evaluation of NAND trees", Quantum Information Processing, 10.1007/s11128-015-1137-3
Tarrataca, L. "Quantum Adiabatic Evaluation of Trees", Poster presentation, TQC 2015, Brussels, Belgium
Ph.D. Thesis
Tarrataca, L. "The Quantum Production System.", Doctoral Thesis, Instituto Superior Tecnico, Universidade de Lisboa, September 2013
Tarrataca, L., Wichert. A. "Quantum Iterative Deepening with an application to the Halting problem.", PLOS ONE
Tarrataca, L., Wichert. A. "Intricacies of quantum computational paths" Quantum Information Processing, Volume 12, Issue 2, pp. 1365-1378. 2013, 10.1007/s11128-012-0475-7
Tarrataca, L., Wichert. A. "A Quantum Production Model" Quantum Information Processing, Volume 11, Issue 1, pp. 189-209, February 2012, 10.1007/s11128-011-0241-2
Tarrataca, L., Wichert. A. "Can Quantum Entanglement Detection Schemes Improve Search?" Quantum Information Processing, Volume 11, Issue 1, pp. 55-66, February 2012, 10.1007/s11128-011-0231-4
Tarrataca, L., Wichert. A. "Problem Solving and Quantum Computation" Cognitive Computation, Volume 3, Issue 3, pp. 510-524, December 2011, 10.1007/s12559-011-9103-6
Tarrataca, L., Wichert. A. "Tree Search and Quantum Computation" Quantum Information Processing, Volume 10, Issue 4, pp. 475-500, August 2011, 10.1007/s11129-010-0212-z
Tarrataca, L., Wichert. A. "A Hierarchical Sorting Oracle" 5th International Symposium, QI 2011, Aberdeen, UK, Lecture Notes in Computer Science, Volume 7052, 2011, pp 172-181
Ms.C. Thesis
Santos A.C., Tarrataca, L., Cardoso, J. "The Feasibility of Navigation Algorithms on Smartphones using J2ME" . Mob. Netw. Appl., vol 15, pp. 819-830, December 2010
Tarrataca, L., Santos, A. C., and Cardoso, J. M. 2009. "The current feasibility of gesture recognition for a smartphone using J2ME" . In Proceedings of the 2009 ACM Symposium on Applied Computing (Honolulu, Hawaii). SAC '09. ACM, New York, NY, 1642-1649. DOI= http://doi.acm.org/10.1145/1529282.1529652
Santos A.C., Tarrataca, L., Cardoso, J. Ferreira, D. R., Diniz, P.C., and Chainho, P, "Context Inference for Mobile Applications in the UPCASE Project" , In Proceedings of the Second International ICST Conference on MOBILe Wireless MiddleWARE, Operating Systems, and Applications (Mobilware 09, Berlin-Germany, April 28-29), LNICST, volume 0007, pp. 352-365, Springer, 2009
Santos A.C., Tarrataca, L., Cardoso, J. "An Analysis of Navigation Algorithms for Smartphones using J2ME" . In Proceedings of the Second International ICST Conference on MOBILe Wireless MiddleWARE, Operating Systems, and Applications (Mobilware 09, Berlin-Germany, April 28-29), LNICST, volume 0007, pp. 266-279, Springer, 2009
