Fabrício Martins Lopes

49 papers A 1B 1C 6Journal 19Unranked 21

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	An Efficient Feature Extraction Method for Identifying Signatures of Viral Genomic Variants. ARTIIS Workshops (1) Felipe Bueno de Souza, Matheus Henrique Pimenta-Zanon, Dora Henriques, Maria Alice Pinto, Carlos Balsa, José Rufino, Fabrício Martins Lopes
2025	J	`jnl`	GRAMEP: an alignment-free method based on the maximum entropy principle for identifying SNPs. BMC Bioinform. Matheus Henrique Pimenta-Zanon, André Yoshiaki Kashiwabara, André Luís Laforga Vanzela, Fabrício Martins Lopes
2024	J	`jnl`	Identification of SNPs in genomes using GRAMEP, an alignment-free method based on the Principle of Maximum Entropy. CoRR Matheus Henrique Pimenta-Zanon, André Yoshiaki Kashiwabara, André Luís Laforga Vanzela, Fabrício Martins Lopes
2024	—	`conf`	Learning Algorithms for Breast Cancer Classification and Diagnosis. OL2A (1) Ana Beatriz Miranda Valentin, Gláucia Maria Bressan, Elisângela Aparecida da Silva Lizzi, Fabrício Martins Lopes
2024	—	`conf`	Prefácio, Organização e Resumo de Pôsteres. BSB Marcelo da Silva Reis, Fabrício Martins Lopes
2024	—	`ed.`	Proceedings of the 17th Brazilian Symposium on Bioinformatics, BSB 2024, Vitória, Brazil, December 2-4, 2024 BSB Marcelo da Silva Reis, Fabrício Martins Lopes
2024	—	`conf`	Resonant Recognition Model as a Preprocessing Technique for RNA Classification. ARTIIS Workshops (1) Felipe Bueno de Souza, Matheus Henrique Pimenta-Zanon, Dora Henriques, Maria Alice Pinto, Carlos Balsa, José Rufino, Fabrício Martins Lopes
2023	—	`conf`	A Power Law Semantic Similarity from Gene Ontology. BSB Eric Augusto Ito, Fábio Fernandes da Rocha Vicente, Luiz Filipe Protasio Pereira, Fabrício Martins Lopes
2023	—	`conf`	A Simple and Interpretable Deep Learning Model for Diagnosing Pneumonia from Chest X-Ray Images. ICCABS Lucas Otávio L. Silva, Karine Marques Hara, Pedro Henrique Mendes de Paula, Alexandre Rossi Paschoal, Fabrício Martins Lopes
2022	J	`jnl`	BASiNETEntropy: an alignment-free method for classification of biological sequences through complex networks and entropy maximization. CoRR Murilo Montanini Breve, Matheus Henrique Pimenta-Zanon, Fabrício Martins Lopes
2022	—	`conf`	Interpretability with Relevance Aggregation in Neural Networks for Absenteeism Prediction. BHI Julio Marcos Gomes Junior, Fabrício Martins Lopes
2022	J	`jnl`	Letter on the results of the BASiNET method in the paper 'A systematic evaluation of computational tools for lncRNA identification'. Briefings Bioinform. Fabrício Martins Lopes, Matheus Henrique Pimenta-Zanon
2021	C	`conf`	A Feature Extraction Approach Based on LBP Operator and Complex Networks for Face Recognition. CIARP João Gilberto de Souza Piotto, Fabrício Martins Lopes
2021	J	`jnl`	Assessing Active Learning Strategies to Improve the Quality Control of the Soybean Seed Vigor. IEEE Trans. Ind. Electron. Douglas Felipe Pereira, Pedro Henrique Bugatti, Fabrício Martins Lopes, André Luis Siqueira Marques de Souza, Priscila Tiemi Maeda Saito
2021	J	`jnl`	Complex Network-Based Approach for Feature Extraction and Classification of Musical Genres. CoRR Matheus Henrique Pimenta-Zanon, Gláucia Maria Bressan, Fabrício Martins Lopes
2021	J	`jnl`	Feature extraction approaches for biological sequences: a comparative study of mathematical features. Briefings Bioinform. Robson Bonidia, Lucas Dias H. Sampaio, Douglas Silva Domingues, Alexandre Rossi Paschoal, Fabrício Martins Lopes, André C. P. L. F. de Carvalho, Danilo Sipoli Sanches
2020	—	`conf`	A Simplified Complex Network-Based Approach to mRNA and ncRNA Transcript Classification. BSB Murilo Montanini Breve, Fabrício Martins Lopes
2020	J	`jnl`	Analysis of co-authorship networks among Brazilian graduate programs in computer science. CoRR Alex Junior Nunes da Silva, Matheus Montanini Breve, Jesús Pascual Mena-Chalco, Fabrício Martins Lopes
2019	—	`conf`	An Intelligent System to Enhance the Productivity and Sustainability in Soybean Crop Enterprises. SBSI Douglas Felipe Pereira, Pedro Henrique Bugatti, Fabrício Martins Lopes, André Luis Siqueira Marques de Souza, Priscila T. M. Saito
2019	J	`jnl`	Classification of texture based on Bag-of-Visual-Words through complex networks. Expert Syst. Appl. Geovana V. L. de Lima, Priscila T. M. Saito, Fabrício Martins Lopes, Pedro Henrique Bugatti
2019	C	`conf`	Feature Extraction of Long Non-coding RNAs: A Fourier and Numerical Mapping Approach. CIARP Robson Bonidia, Lucas Dias Hiera Sampaio, Fabrício Martins Lopes, Danilo Sipoli Sanches
2017	J	`jnl`	An Efficient Approach to Explore and Discriminate Anomalous Regions in Bacterial Genomes Based on Maximum Entropy. J. Comput. Biol. Gesiele Almeida Barros-Carvalho, Marie-Anne Van Sluys, Fabrício Martins Lopes
2016	—	`conf`	A feature extraction approach based on complex networks for genomic sequences recognition. CISP-BMEI Bruno Mendes Moro Conque, André Yoshiaki Kashiwabara, Fabrício Martins Lopes
2016	—	`conf`	Combining SURF descriptor and complex networks for face recognition. CISP-BMEI Joao Gilberto S. Piotto, Fabrício Martins Lopes
2015	C	`conf`	A Complex Network-Based Approach to the Analysis and Classification of Images. CIARP Geovana V. L. de Lima, Thullyo R. Castilho, Pedro Henrique Bugatti, Priscila T. M. Saito, Fabrício Martins Lopes
2015	C	`conf`	A Computer Vision Approach for Automatic Measurement of the Inter-plant Spacing. CIARP Anderson Brilhador, Daniel A. Serrarens, Fabrício Martins Lopes
2015	C	`conf`	A Feature Selection Approach for Evaluate the Inference of GRNs Through Biological Data Integration - A Case Study on A. Thaliana. CIARP Fábio Fernandes da Rocha Vicente, Euler Menezes, Gabriel Rubino, Juliana de Oliveira, Fabrício Martins Lopes
2014	J	`jnl`	A feature selection technique for inference of graphs from their known topological properties: Revealing scale-free gene regulatory networks. Inf. Sci. Fabrício Martins Lopes, David Correa Martins Jr., Junior Barrera, Roberto Marcondes Cesar Jr.
2014	J	`jnl`	Brazilian bibliometric coauthorship networks. J. Assoc. Inf. Sci. Technol. Jesús Pascual Mena-Chalco, Luciano Antônio Digiampietri, Fabrício Martins Lopes, Roberto Marcondes Cesar Junior
2014	J	`jnl`	Feature extraction from complex networks: A case of study in genomic sequences classification. CoRR Bruno Mendes Moro Conque, André Yoshiaki Kashiwabara, Fabrício Martins Lopes
2014	—	`conf`	SFFS-SW: A Feature Selection Algorithm Exploring the Small-World Properties of GNs. PRIB Fábio Fernandes da Rocha Vicente, Fabrício Martins Lopes
2013	—	`conf`	Combining Texture and Shape Descriptors for Bioimages Classification: A Case of Study in ImageCLEF Dataset. CIARP (1) Anderson Brilhador, Thiago P. Colonhezi, Pedro Henrique Bugatti, Fabrício Martins Lopes
2012	—	`conf`	A Monte Carlo approach to measure the robustness of Boolean networks. BCB Vitor H. P. Louzada, Fabrício Martins Lopes, Ronaldo Fumio Hashimoto
2012	A	`conf`	Reverse engineering of GRNs: an evolutionary approach based on the tsallis entropy. GECCO Mariana Recamonde Mendoza, Fabrício Martins Lopes, Ana Lúcia C. Bazzan
2011	B	`conf`	3D facial expression analysis by using 2D AND 3D wavelet transforms. ICIP Sílvia Cristina Dias Pinto, Jesús P. Mena-Chalco, Fabrício Martins Lopes, Luiz Velho, Roberto Marcondes Cesar Jr.
2011	J	`jnl`	An iterative feature selection method for GRNs inference by exploring topological properties CoRR Fabrício Martins Lopes, David Correa Martins Jr., Junior Barrera, Roberto Marcondes Cesar Jr.
2011	J	`jnl`	Gene Expression Complex Networks: Synthesis, Identification, and Analysis. J. Comput. Biol. Fabrício Martins Lopes, Roberto Marcondes Cesar Jr., Luciano da Fontoura Costa
2011	—	`conf`	Improvement of GNs inference through biological data integration. GENSiPS Fábio Fernandes da Rocha Vicente, Fabrício Martins Lopes, Ronaldo Fumio Hashimoto
2011	J	`jnl`	Inference of gene regulatory networks from time series by Tsallis entropy. BMC Syst. Biol. Fabrício Martins Lopes, Evaldo Araújo de Oliveira, Roberto M. Cesar
2011	—	`conf`	The effect of certain Boolean functions in stability of networks with varying topology. GENSiPS Vitor H. P. Louzada, Fabrício Martins Lopes, Ronaldo Fumio Hashimoto
2010	—	`conf`	SFFS-MR: A Floating Search Strategy for GRNs Inference. PRIB Fabrício Martins Lopes, David Correa Martins Jr., Junior Barrera, Roberto M. Cesar
2009	C	`conf`	Analysis of the GRNs Inference by Using Tsallis Entropy and a Feature Selection Approach. CIARP Fabrício Martins Lopes, Evaldo Araújo de Oliveira, Roberto M. Cesar
2009	—	`conf`	Comparative study of GRNS inference methods based on feature selection by mutual information. GENSiPS Fabrício Martins Lopes, David Correa Martins Jr., Roberto Marcondes Cesar Jr.
2009	J	`jnl`	Feature selection environment for genomic applications. BMC Bioinform. Fabrício Martins Lopes, David Correa Martins Jr., Roberto Marcondes Cesar Junior
2008	—	`conf`	AGN Simulation and Validation Model. BSB Fabrício Martins Lopes, Roberto M. Cesar, Luciano da Fontoura Costa
2008	J	`jnl`	DimReduction - Interactive Graphic Environment for Dimensionality Reduction CoRR Fabrício Martins Lopes, David Correa Martins Jr., Roberto M. Cesar
2008	J	`jnl`	Feature selection environment for genomic applications. BMC Bioinform. Fabrício Martins Lopes, David Correa Martins Jr., Roberto Marcondes Cesar Junior
2005	—	`conf`	A RBFN Perceptive Model for Image Thresholding. SIBGRAPI Fabrício Martins Lopes, Luís Augusto Consularo
2002	—	`conf`	Automatic Gray Level Thresholding Based on Relevant Features for Subjective Decisions. SIBGRAPI Fabrício Martins Lopes, Luís Augusto Consularo