Guilherme Palermo Coelho

46 papers A 1B 10C 2Journal 20Unranked 12

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Machine Learning-Assisted Decision-Making Methodology Based on Simplex Weight Generation for Non-Dominated Alternative Selection. Decis. Anal. Matheus Bernardelli de Moraes, Guilherme Palermo Coelho, Reidar B. Bratvold
2024	J	`jnl`	A benchmark generator for scenario-based discrete optimization. Comput. Optim. Appl. Matheus Bernardelli de Moraes, Guilherme Palermo Coelho
2024	J	`jnl`	An Information Theoretic Learning Artificial Immune Network for Alternative Clustering. J. Braz. Comput. Soc. Ederson Borges, Guilherme Palermo Coelho
2024	J	`jnl`	Evaluating Named Entity Recognition: A comparative analysis of mono- and multilingual transformer models on a novel Brazilian corporate earnings call transcripts dataset. Appl. Soft Comput. Ramon Abílio, Guilherme Palermo Coelho, Ana Estela Antunes da Silva
2024	J	`jnl`	Evaluating Named Entity Recognition: Comparative Analysis of Mono- and Multilingual Transformer Models on Brazilian Corporate Earnings Call Transcriptions. CoRR Ramon Abílio, Guilherme Palermo Coelho, Ana Estela Antunes da Silva
2024	J	`jnl`	Evaluating the impact of drift detection mechanisms on stock market forecasting. Knowl. Inf. Syst. Luis Fernando Panicachi Cocovilo Filho, Guilherme Palermo Coelho
2022	B	`conf`	A Random Forest-Assisted Decomposition-Based Evolutionary Algorithm for Multi-Objective Combinatorial Optimization Problems. CEC Matheus Bernardelli de Moraes, Guilherme Palermo Coelho
2022	J	`jnl`	A diversity preservation method for expensive multi-objective combinatorial optimization problems using Novel-First Tabu Search and MOEA/D. Expert Syst. Appl. Matheus Bernardelli de Moraes, Guilherme Palermo Coelho
2022	—	`conf`	Using BERT to Predict the Brazilian Stock Market. BRACIS (2) Arthur Emanuel de Oliveira Carosia, Ana Estela Antunes da Silva, Guilherme Palermo Coelho
2021	J	`jnl`	Investment strategies applied to the Brazilian stock market: A methodology based on Sentiment Analysis with deep learning. Expert Syst. Appl. Arthur Emanuel de Oliveira Carosia, Guilherme Palermo Coelho, Ana Estela Antunes da Silva
2020	J	`jnl`	A Framework for Designing and Evaluating Solar Flare Forecasting Systems. CoRR Tiago Cinto, André Leon Sampaio Gradvohl, Guilherme Palermo Coelho, Ana Estela Antunes da Silva
2020	J	`jnl`	Analyzing the Brazilian Financial Market through Portuguese Sentiment Analysis in Social Media. Appl. Artif. Intell. Arthur Emanuel de Oliveira Carosia, Guilherme Palermo Coelho, Ana Estela Antunes da Silva
2020	J	`jnl`	Dynamic ensemble mechanisms to improve particulate matter forecasting. Appl. Soft Comput. Andres Bueno, Guilherme Palermo Coelho, João Roberto Bertini Junior
2019	—	`conf`	The influence of tweets and news on the brazilian stock market through sentiment analysis. WebMedia Arthur Emanuel de Oliveira Carosia, Guilherme Palermo Coelho, Ana Estela Antunes da Silva
2018	B	`conf`	CIP-aiNet: An Entropy-Based Immune Network for Multiple Clustering. CEC Ederson Borges, Guilherme Palermo Coelho
2018	—	`conf`	Search Operators for Genetic Algorithms Applied to Well Positioning in Oil Fields. BRACIS Romulo M. S. Souza, Guilherme Palermo Coelho, Antonio Alberto S. Santos, Denis J. Schiozer
2017	—	`conf`	Online Sequential Learning Based on Extreme Learning Machines for Particulate Matter Forecasting. BRACIS Andres Bueno, Guilherme Palermo Coelho, João Roberto Bertini Jr.
2017	—	`conf`	Using X-Ray Flux Time Series for Solar Explosion Forecasting. BRACIS Ismael Caldana, Ana Estela Antunes da Silva, Guilherme Palermo Coelho, André Leon S. Gradvohl
2016	—	`conf`	Evaluating the impact of technical indicators on stock forecasting. SSCI Felipe Barboza Oriani, Guilherme Palermo Coelho
2016	J	`jnl`	Selection of Representative Models for Decision Analysis Under Uncertainty. Comput. Geosci. Luis A. A. Meira, Guilherme Palermo Coelho, Antonio Alberto S. Santos, Denis J. Schiozer
2015	—	`conf`	A Flexible Fitness Function for Community Detection in Complex Networks. CompleNet Fabrício Olivetti de França, Guilherme Palermo Coelho
2014	J	`jnl`	A Flexible Fitness Function for Community Detection in Complex Networks. CoRR Fabrício Olivetti de França, Guilherme Palermo Coelho
2014	J	`jnl`	A Michigan-like immune-inspired framework for performing independent component analysis over Galois fields of prime order. Signal Process. Daniel G. Silva, Everton Z. Nadalin, Guilherme Palermo Coelho, Leonardo Tomazeli Duarte, Ricardo Suyama, Romis Attux, Fernando J. Von Zuben, Jugurta Montalvão
2013	B	`conf`	Identifying overlapping communities in complex networks with multimodal optimization. IEEE Congress on Evolutionary Computation Fabrício Olivetti de França, Guilherme Palermo Coelho
2013	J	`jnl`	Predicting missing values with biclustering: A coherence-based approach. Pattern Recognit. Fabrício Olivetti de França, Guilherme Palermo Coelho, Fernando J. Von Zuben
2012	B	`conf`	Automatic feature selection for BCI: An analysis using the davies-bouldin index and extreme learning machines. IJCNN Guilherme Palermo Coelho, Celso C. Barbante, Levy Boccato, Romis Ribeiro Faissol Attux, Jose R. Oliveira, Fernando J. Von Zuben
2011	C	`conf`	A Concentration-Based Artificial Immune Network for Multi-objective Optimization. EMO Guilherme Palermo Coelho, Fernando J. Von Zuben
2011	B	`conf`	A Concentration-based Artificial Immune Network for combinatorial optimization. IEEE Congress on Evolutionary Computation Guilherme Palermo Coelho, Fabrício Olivetti de França, Fernando J. Von Zuben
2011	B	`conf`	Evolutionary multi-objective optimization for the vendor-managed inventory routing problem. IEEE Congress on Evolutionary Computation Regina M. Azuma, Guilherme Palermo Coelho, Fernando J. Von Zuben
2011	—	`—`	Redes imunológicas artificiais para otimização em espaços contínuos : uma proposta baseada em concentração de anticorpos Guilherme Palermo Coelho
2010	B	`conf`	A Concentration-based Artificial Immune Network for continuous optimization. IEEE Congress on Evolutionary Computation Guilherme Palermo Coelho, Fernando J. Von Zuben
2010	J	`jnl`	An immune-inspired multi-objective approach to the reconstruction of phylogenetic trees. Neural Comput. Appl. Guilherme Palermo Coelho, Ana Estela Antunes da Silva, Fernando J. Von Zuben
2010	J	`jnl`	Conceptual and Practical Aspects of the aiNet Family of Algorithms. Int. J. Nat. Comput. Res. Fabrício Olivetti de França, Guilherme Palermo Coelho, Pablo A. D. Castro, Fernando J. Von Zuben
2010	J	`jnl`	Neural network ensembles: immune-inspired approaches to the diversity of components. Nat. Comput. Rodrigo Pasti, Leandro Nunes de Castro, Guilherme Palermo Coelho, Fernando J. Von Zuben
2010	B	`conf`	On the diversity mechanisms of opt-aiNet: A comparative study with fitness sharing. IEEE Congress on Evolutionary Computation Fabrício Olivetti de França, Guilherme Palermo Coelho, Fernando J. Von Zuben
2010	J	`jnl`	Query expansion using an immune-inspired biclustering algorithm. Nat. Comput. Pablo Alberto Dalbem de Castro, Fabrício Olivetti de França, Hamilton M. Ferreira, Guilherme Palermo Coelho, Fernando J. Von Zuben
2009	B	`conf`	Improving a multi-objective multipopulation artificial immune network for biclustering. IEEE Congress on Evolutionary Computation Guilherme Palermo Coelho, Fabrício Olivetti de França, Fernando J. Von Zuben
2009	J	`jnl`	Multi-Objective Biclustering: When Non-dominated Solutions are not Enough. J. Math. Model. Algorithms Guilherme Palermo Coelho, Fabrício Olivetti de França, Fernando J. Von Zuben
2008	—	`conf`	A Multi-Objective Multipopulation Approach for Biclustering. ICARIS Guilherme Palermo Coelho, Fabrício Olivetti de França, Fernando J. Von Zuben
2008	A	`conf`	Multivariate ant colony optimization in continuous search spaces. GECCO Fabrício Olivetti de França, Guilherme Palermo Coelho, Fernando J. Von Zuben, Romis Ribeiro Faissol Attux
2008	—	`conf`	bicACO: An Ant Colony Inspired Biclustering Algorithm. ANTS Conference Fabrício Olivetti de França, Guilherme Palermo Coelho, Fernando J. Von Zuben
2007	C	`conf`	A Multiobjective Approach to Phylogenetic Trees: Selecting the Most Promising Solutions from the Pareto Front. ISDA Guilherme Palermo Coelho, Fernando J. Von Zuben, Ana Estela Antunes da Silva
2007	—	`conf`	Evolving Phylogenetic Trees: A Multiobjective Approach. BSB Guilherme Palermo Coelho, Ana Estela Antunes da Silva, Fernando J. Von Zuben
2006	B	`conf`	The Influence of the Pool of Candidates on the Performance of Selection and Combination Techniques in Ensembles. IJCNN Guilherme Palermo Coelho, Fernando J. Von Zuben
2006	—	`conf`	omni-aiNet: An Immune-Inspired Approach for Omni Optimization. ICARIS Guilherme Palermo Coelho, Fernando J. Von Zuben
2005	—	`conf`	Designing Ensembles of Fuzzy Classification Systems: An Immune-Inspired Approach. ICARIS Pablo Alberto Dalbem de Castro, Guilherme Palermo Coelho, Marcelo F. Caetano, Fernando J. Von Zuben