Pedro Henrique Bugatti

56 papers B 8C 4Misc 3Journal 16Unranked 24

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	Contrastive Self-Supervised Learning with Distance-Guided Positive and Negative Pair Selection. VISAPP (1) Bruno A. Shimura, Priscila T. M. Saito, Pedro Henrique Bugatti
2026	—	`conf`	Pixel-Driven Image Representation through Rule-Based Cellular Automata Dynamics. VISAPP (2) Lorenzo C. Maia, Priscila T. M. Saito, Pedro Henrique Bugatti
2025	—	`conf`	Analysis of Data and Supervised Machine Learning Algorithms for Intrusion Detection. ICAISC (3) Rafael de Camillo Masson, Rodolfo A. da S. Arruda, Anderson B. Soares, Pedro Henrique Bugatti, Kalinka R. L. J. Castelo Branco, Priscila T. M. Saito
2025	—	`conf`	Deep Learning for Protoplanetary Disk Classification from Hubble Images: A Comparative Study on Imbalanced Data. SIBGRAPI Marília M. Fernandez, Alexandre L. M. Levada, Pedro Henrique Bugatti
2025	J	`jnl`	Optimizing Change Detection Evaluation: Reducing Dataset Redundancy While Preserving Performance Assessment. SN Comput. Sci. Silvio Ricardo Rodrigues Sanches, Priscila T. M. Saito, Pedro Henrique Bugatti, Elton Custódio Junior, Valdinei Freire
2024	J	`jnl`	Automatic generation of difficulty maps for datasets using neural network. Multim. Tools Appl. Silvio Ricardo Rodrigues Sanches, Elton Custódio Junior, Cléber Gimenez Corrêa, Claiton de Oliveira, Valdinei Freire, Priscila Tiemi Maeda Saito, Pedro Henrique Bugatti
2024	—	`conf`	Classification of Cardiac Arrhythmias Using 1D and 2D Convolutional Neural Networks. ICAISC (3) Ana L. Franco, Cristiano M. Agulhari, Pedro Henrique Bugatti, Priscila T. M. Saito
2024	—	`conf`	Combining Audio and Image Sequence for Video Moment Retrieval by Natural Language. ICAISC (2) Luis G. Souza, Silvio Ricardo Rodrigues Sanches, Pedro Henrique Bugatti, Priscila T. M. Saito
2024	J	`jnl`	Soybean seed vigor classification through an effective image learning-based approach. Multim. Tools Appl. Marcelo Souza, William C. Horikoshi, Priscila T. M. Saito, Pedro Henrique Bugatti
2023	—	`conf`	Image Classification Through Graph Neural Networks and Random Walks. ICAISC (1) William S. M. Silva, Priscila T. M. Saito, Pedro Henrique Bugatti
2022	—	`conf`	Assessment of Semi-supervised Approaches Applied to Convolutional Neural Networks. ICAISC (2) Cristiano N. de O. Bassani, Priscila T. M. Saito, Pedro Henrique Bugatti
2022	J	`jnl`	Classification of Skin Lesion through Active Learning Strategies. Comput. Methods Programs Biomed. Lucas G. Batista, Pedro Henrique Bugatti, Priscila T. M. Saito
2022	J	`jnl`	Method for selecting representative videos for change detection datasets. Multim. Tools Appl. Claudinei M. Silva, Katharina A. I. Rosa, Pedro Henrique Bugatti, Priscila T. M. Saito, Cléber Gimenez Corrêa, Roberto Sadao Yokoyama, Silvio Ricardo Rodrigues Sanches
2022	J	`jnl`	Pedestrian traffic lights and crosswalk identification. Multim. Tools Appl. Ronaldo S. Moura, Silvio Ricardo Rodrigues Sanches, Pedro Henrique Bugatti, Priscila T. M. Saito
2021	—	`conf`	Active Learning Strategies and Convolutional Neural Networks forMammogram Classification. ICAISC (2) João Marcelo Tozato, Pedro Henrique Bugatti, Priscila Tiemi Maeda Saito
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	—	`conf`	Contextual Image Classification Through Fine-Tuned Graph Neural Networks. ICAISC (2) Walacy S. Campos, Luis G. Souza, Priscila T. M. Saito, Pedro Henrique Bugatti
2021	J	`jnl`	TERL: classification of transposable elements by convolutional neural networks. Briefings Bioinform. Murilo Horacio Pereira da Cruz, Douglas Silva Domingues, Priscila Tiemi Maeda Saito, Alexandre Rossi Paschoal, Pedro Henrique Bugatti
2021	—	`conf`	Video Action Classification through Graph Convolutional Networks. VISIGRAPP (4: VISAPP) Felipe F. Costa, Priscila T. M. Saito, Pedro Henrique Bugatti
2020	—	`conf`	Automatic Visual Quality Assessment of Biscuits Using Machine Learning. ICAISC (2) Mardlla de Sousa Silva, Luigi Freitas Cruz, Pedro Henrique Bugatti, Priscila Tiemi Maeda Saito
2020	—	`conf`	DeepCloud: An Investigation of Geostationary Satellite Imagery Frame Interpolation for Improved Temporal Resolution. ICAISC (1) Luigi Freitas Cruz, Priscila Tiemi Maeda Saito, Pedro Henrique Bugatti
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`	Breast cancer diagnosis through active learning in content-based image retrieval. Neurocomputing Rafael Staiger Bressan, Pedro Henrique Bugatti, Priscila T. M. Saito
2019	—	`conf`	Classification of Transposable Elements by Convolutional Neural Networks. ICAISC (2) Murilo Horacio Pereira da Cruz, Priscila T. M. Saito, Alexandre Rossi Paschoal, Pedro Henrique Bugatti
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	B	`conf`	DeepMammo: Deep Transfer Learning for Lesion Classification of Mammographic Images. CBMS Lucas M. Valério, Daniel H. A. Alves, Luigi F. Cruz, Pedro Henrique Bugatti, Claiton de Oliveira, Priscila T. M. Saito
2019	—	`conf`	DeepSeed: A Deep Learning Methodology for Automated Soybean Seed Damage Classification. MLDM (2) Luigi Freitas Cruz, Priscila Tiemi Maeda Saito, Pedro Henrique Bugatti
2019	J	`jnl`	Exploring Active Learning Based on Representativeness and Uncertainty for Biomedical Data Classification. IEEE J. Biomed. Health Informatics Rafael Staiger Bressan, Guilherme Camargo, Pedro Henrique Bugatti, Priscila Tiemi Maeda Saito
2019	J	`jnl`	HiCoRe: Visual Hierarchical Context-Reasoning. CoRR Pedro Henrique Bugatti, Priscila T. M. Saito, Larry S. Davis
2019	J	`jnl`	Pattern recognition analysis on long noncoding RNAs: a tool for prediction in plants. Briefings Bioinform. Tatianne da Costa Negri, Wonder Alexandre Luz Alves, Pedro Henrique Bugatti, Priscila Tiemi Maeda Saito, Douglas Silva Domingues, Alexandre Rossi Paschoal
2019	C	`conf`	Towards Practical Computer Vision in Teaching and Learning of Image Processing Theories. FIE Lucas de O. Alves, Luigi F. Cruz, Priscila T. M. Saito, Pedro Henrique Bugatti
2018	B	`conf`	DOCToR: The Role of Deep Features in Content-Based Mammographic Image Retrieval. CBMS Rafael Staiger Bressan, Daniel H. A. Alves, Lucas M. Valério, Pedro Henrique Bugatti, Priscila T. M. Saito
2017	C	`conf`	Going Deeper on BioImages Classification: A Plant Leaf Dataset Case Study. CIARP Daniel H. A. Alves, Luís F. Galonetti, Claiton de Oliveira, Pedro Henrique Bugatti, Priscila T. M. Saito
2017	B	`conf`	Towards an Effective and Efficient Learning for Biomedical Data Classification. CBMS Guilherme Camargo, Rafael Staiger Bressan, Pedro Henrique Bugatti, Priscila Tiemi Maeda Saito
2016	Misc	`conf`	An image analysis framework for effective classification of seed damages. SAC Douglas Felipe Pereira, Priscila T. M. Saito, Pedro Henrique Bugatti
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 Novel Framework for Content-Based Image Retrieval Through Relevance Feedback Optimization. CIARP Reginaldo Rocha, Priscila T. M. Saito, Pedro Henrique Bugatti
2015	B	`conf`	Exploiting Evolutionary Approaches for Content-Based Medical Image Retrieval. CBMS Reginaldo Rocha, Priscila T. M. Saito, Pedro Henrique Bugatti
2014	Misc	`conf`	Content-based image retrieval towards the automatic characterization of soybean seed vigor. SAC Marcus G. F. Santanna, Priscila T. M. Saito, Pedro Henrique Bugatti
2014	J	`jnl`	PRoSPer: Perceptual similarity queries in medical CBIR systems through user profiles. Comput. Biol. Medicine Pedro Henrique Bugatti, Daniel S. Kaster, Marcelo Ponciano-Silva, Caetano Traina Jr., Paulo M. Azevedo-Marques, Agma J. M. Traina
2013	—	`conf`	A Differential Method for Representing Spinal MRI for Perceptual-CBIR. CIARP (1) Marcelo Ponciano-Silva, Pedro Henrique Bugatti, Rafael Menezes-Reis, Paulo M. Azevedo-Marques, Marcello H. Nogueira-Barbosa, Caetano Traina Jr., Agma Juci Machado Traina
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
2013	B	`conf`	Does a CBIR system really impact decisions of physicians in a clinical environment? CBMS Marcelo Ponciano-Silva, Juliana P. Souza, Pedro Henrique Bugatti, Marcos Vinicius Naves Bedo, Daniel S. Kaster, Rosana T. V. Braga, Angela D. Bellucci, Paulo M. Azevedo-Marques, Caetano Traina Jr., Agma J. M. Traina
2012	—	`—`	Content-based image retrieval aimed at reaching user's perception. Pedro Henrique Bugatti
2011	—	`conf`	Feature Selection Guided by Perception in Medical CBIR Systems. HISB Pedro Henrique Bugatti, Marcela X. Ribeiro, Agma J. M. Traina, Caetano Traina Jr.
2011	B	`conf`	Improving content-based retrieval of medical images through dynamic distance on relevance feedback. CBMS Pedro Henrique Bugatti, Agma J. M. Traina, Caetano Traina Jr.
2011	—	`conf`	Integrating user profile in medical CBIR systems to answer perceptual similarity queries. Computer-Aided Diagnosis Pedro Henrique Bugatti, Daniel S. Kaster, Marcelo Ponciano-Silva, Agma J. M. Traina, Caetano Traina Jr.
2011	—	`conf`	MedFMI-SiR: A Powerful DBMS Solution for Large-Scale Medical Image Retrieval. ITBAM Daniel S. Kaster, Pedro Henrique Bugatti, Marcelo Ponciano-Silva, Agma J. M. Traina, Paulo M. Azevedo-Marques, Antonio Carlos dos Santos, Caetano Traina Jr.
2010	J	`jnl`	FMI-SiR: A Flexible and Efficient Module for Similarity Searching on Oracle Database. J. Inf. Data Manag. Daniel S. Kaster, Pedro Henrique Bugatti, Agma J. M. Traina, Caetano Traina Jr.
2009	B	`conf`	Content-based retrieval of medical images: From context to perception. CBMS Pedro Henrique Bugatti, Marcelo Ponciano-Silva, Agma J. M. Traina, Caetano Traina Jr., Paulo M. Azevedo-Marques
2009	—	`conf`	Incorporating Metric Access Methods for Similarity Searching on Oracle Database. SBBD Daniel S. Kaster, Pedro Henrique Bugatti, Agma J. M. Traina, Caetano Traina Jr.
2009	J	`jnl`	Supporting content-based image retrieval and computer-aided diagnosis systems with association rule-based techniques. Data Knowl. Eng. Marcela Xavier Ribeiro, Pedro Henrique Bugatti, Caetano Traina Jr., Paulo M. Azevedo-Marques, Natalia Abdala Rosa, Agma J. M. Traina
2008	—	`conf`	A new method to efficiently reduce histogram dimensionality. Computer-Aided Diagnosis Pedro Henrique Bugatti, Agma J. M. Traina, Joaquim Cezar Felipe, Caetano Traina
2008	Misc	`conf`	Assessing the best integration between distance-function and image-feature to answer similarity queries. SAC Pedro Henrique Bugatti, Agma J. M. Traina, Caetano Traina Jr.
2008	B	`conf`	Content-Based Retrieval of Medical Images by Continuous Feature Selection. CBMS Pedro Henrique Bugatti, Marcela Xavier Ribeiro, Agma Juci Machado Traina, Caetano Traina Jr.
2008	—	`conf`	Improving CBIR using feature extraction based on wavelet transform. WebMedia Carolina W. da Silva, Pedro Henrique Bugatti, Marcela X. Ribeiro, Caetano Traina Jr., Agma J. M. Traina