Daniel Guerreiro e Silva

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Romis Ribeiro de Faissol AttuxProfessor - DCA/FEEC/UNICAMPVerified email at dca.fee.unicamp.br
Jugurta MontalvãoUniversidade Federal de Sergipe (UFS)Verified email at ufs.br
Denis Gustavo FantinatoAssistant Professor at Universidade Estadual de Campinas (UNICAMP)Verified email at unicamp.br
Stephanie Alvarez FernandezVerisure Innovation ABVerified email at verisure.com
Leonardo Tomazeli DuarteAssociate Professor at University of Campinas (UNICAMP)Verified email at fca.unicamp.br
Everton Zaccaria NadalinSamsungVerified email at coinove.com.br
Aline NevesProfessor Associado na Universidade Federal do ABCVerified email at ufabc.edu.br
Ricardo SuyamaUniversidade Federal do ABCVerified email at ufabc.edu.br
Rafael FerrariProfessor da Faculdade de Engenharia Elétrica e de Computação - UNICAMPVerified email at dca.fee.unicamp.br
Angel A. JuanProfessor of Operations Research & Data Science, Universitat Politècnica de ValènciaVerified email at upv.es
Jesica de ArmasUniversitat Pompeu Fabra and Barcelona GSEVerified email at upf.edu
Joao Marcos Travassos RomanoFull Professor, Universidade Estadual de Campinas (Unicamp)Verified email at decom.fee.unicamp.br
Daniel Riera TerrénProfessor of Computer Science, Universitat Oberta de Catalunya (UOC)Verified email at uoc.edu
Levy BoccatoSchool of Electrical and Computer Engineering, Universidade Estadual de CampinasVerified email at unicamp.br
Marcelo M. CarvalhoTexas State UniversityVerified email at txstate.edu
Daniele FeroneUniversità di Napoli Federico IIVerified email at unina.it
Guilherme Palermo CoelhoAssociate Professor at the School of Technology (FT), University of Campinas (Unicamp)Verified email at ft.unicamp.br
Fernando J. Von ZubenDCA/FEEC/UnicampVerified email at dca.fee.unicamp.br
Kenji Nose FilhoProfessor Adjunto na Universidade Federal do ABCVerified email at ufabc.edu.br
Jânio CanutoTelecom SudParisVerified email at telecom-sudparis.eu

Daniel Guerreiro e Silva

Assistant Professor at University of Brasília - UnB

Verified email at unb.br - Homepage

Information Theoretic Learning Computational Intelligence Machine Learning


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Machine learning methods and asymmetric cost function to estimate execution effort of software testing DG Silva, M Jino, BT de Abreu Software Testing, Verification and Validation (ICST), 2010 Third …, 2010	33	2010
Metaheuristics in Telecommunication Systems: Network Design, Routing, and Allocation Problems SA Fernandez, AA Juan, J de Armas Adrián, DG e Silva, DR Terrén IEEE Systems Journal, 1-10, 2018	31	2018
A simple approach for estimation of execution effort of functional test cases D Silva, BT de Abreu, M Jino Software Testing Verification and Validation, 2009. ICST'09. International …, 2009	27	2009
An immune-inspired information-theoretic approach to the problem of ICA over a Galois field DG Silva, R Attux, EZ Nadalin, LT Duarte, R Suyama Information Theory Workshop (ITW), 2011 IEEE, 618-622, 2011	23	2011
A 2‐stage biased‐randomized iterated local search for the uncapacitated single allocation p‐hub median problem S Alvarez Fernandez, D Ferone, AA Juan, DG Silva, J de Armas Transactions on Emerging Telecommunications Technologies 29 (9), e3418, 2018	15	2018
A Michigan-like immune-inspired framework for performing independent component analysis over Galois fields of prime order DG Silva, EZ Nadalin, GP Coelho, LT Duarte, R Suyama, R Attux, ... Signal Processing 96, 153-163, 2014	12	2014
An immune-inspired, information-theoretic framework for blind inversion of Wiener systems DG Silva, J Montalvão, R Attux, LC Coradine Signal Processing 113, 18-31, 2015	11	2015
A pragmatic entropy and differential entropy estimator for small datasets J Montalvão, R Attux, D Silva Journal of Communication and Information Systems 29 (1), 2014	10	2014
A Hybrid Metaheuristic Algorithm for the Efficient Placement of UAVs SA Fernandez, MM Carvalho, DG Silva Algorithms 13 (12), 323, 2020	9	2020
Simulated Annealing for Independent Component Analysis Over Galois Fields DG Silva, R Attux IEEE Signal Processing Letters 25 (4), 516-520, 2018	8	2018
cobICA: A concentration-based, immune-inspired algorithm for ICA over Galois fields DG Silva, J Montalvao, R Attux 2014 IEEE Symposium on Computational Intelligence for Multimedia, Signal and …, 2014	8	2014
Blind separation of convolutive mixtures over Galois fields DG Fantinato, DG Silva, EZ Nadalin, R Attux, JMT Romano, A Neves, ... Machine Learning for Signal Processing (MLSP), 2013 IEEE International …, 2013	8	2013
Simple entropy estimator for small datasets (Information and communications) J Montalvão, DG Silva, R Attux Electronics letters 48 (17), 1059-1061, 2012	8*	2012
An Introduction to Information Theoretic Learning, Part II: Applications D Silva, D Fantinato, J Canuto, L Duarte, A Neves, R Suyama, ... Journal of Communication and Information Systems 31 (1), 2016	7	2016
The modified MEXICO for ICA over finite fields DG Silva, EZ Nadalin, J Montalvão, R Attux Signal Processing 93 (9), 2525-2528, 2013	7	2013
Optimal Linear Filtering over a Galois Field: Equalization and Prediction D Fantinato, DG e Silva, R Attux, R Ferrari, L Tomazeli Duarte, R Suyama, ... Encontro dos Alunos e Docentes do DCA (EADCA), 2012	7	2012
RegBR: A novel Brazilian government framework to classify and analyze industry-specific regulations L Moreira Valle, S Giacomazzi Dantas, D Guerreiro e Silva, U Silva Dias, ... PloS one 17 (9), e0275282, 2022	5	2022
Equity Trading at the Brazilian Stock Market Using a Q-Learning Based System SG Dantas, DG Silva 2018 7th Brazilian Conference on Intelligent Systems (BRACIS), 133-138, 2018	5	2018
Immune-Inspired Optimization with Autocorrentropy Function for Blind Inversion of Wiener Systems SA Fernandez, DG Fantinato, J Montalvao, R Attux, DG Silva 2018 IEEE Congress on Evolutionary Computation (CEC), 1-7, 2018	5	2018
Optimal time-series prediction over Galois fields DG Fantinato, DG Silva, R Attux, R Ferrari, LT Duarte, R Suyama, A Neves, ... Proceedings of III Simposio de Proces-samento de Sinais-UNICAMP, 2012	4	2012

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