Yandre M. G. Costa

85 papers B 7C 7Misc 1Journal 29Unranked 41

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	A Comprehensive Analysis of Adversarial Attacks Against Android's Malware Detection Models. IWSSIP Yago Henrique Pereira, Yandre M. G. Costa, Bruno Bogaz Zarpelão
2025	—	`conf`	Automation of morphometric analyses in small intestine images. IWSSIP Gabriel Henrique Costanzi, Fabiana G. M. Lima, Jacqueline Nelisis Zanoni, Juliana V. C. Martins-Perles, Franklin César Flores, Yandre M. G. Costa
2025	—	`conf`	Brazilian Identity Document Recognition Using Computer Vision Techniques. IWSSIP Paula F. Torres, Valéria Delisandra Feltrim, Yandre M. G. Costa
2025	—	`conf`	Cancer Identification in Bowel Tissue Images Using CNNs and Transformers. IWSSIP Sergio A. Da Silva Junior, Maysa P. A. Da Silva, Gustavo Zanoni Felipe, Loris Nanni, Jacqueline Nelisis Zanoni, Juliana V. C. Martins-Perles, Yandre M. G. Costa
2025	—	`conf`	Colorectal Carcinogenesis Identification Using Microphotographs of Rat Liver. IWSSIP Antonio J. P. Cardenas, Carla Cristina O. Bernardo, André L. R. G. Sevilha, Maria Luiza M. Sergio, Roberto B. Bazotte, Juliana V. C. Martins-Perles, Jacqueline Nelisis Zanoni, Franklin César Flores, Yandre M. G. Costa
2025	—	`conf`	Combining Classifiers for Texture Classification. ICAISC (2) Michel Gomes de Souza, Yandre M. G. Costa, Alceu de Souza Britto Jr., Juliano Henrique Foleiss, Diego Bertolini
2025	—	`conf`	Contrastive Dissimilarity for Writer Identification: a proof of concept. IWSSIP Fabio Pignelli, Lucas O. Teixeira, Diego Bertolini, Loris Nanni, George D. C. Cavalcanti, Yandre M. G. Costa
2025	J	`jnl`	Enhancing Disease and Pest Detection in Greenhouse Tomato Cultivation Using Advanced Machine Learning on New Dataset of Images. J. Braz. Comput. Soc. Grasielli B. Zimmermann, Marcelo E. Pellenz, Yandre M. G. Costa, Alceu de Souza Britto Jr.
2025	J	`jnl`	Improving open set recognition with dissimilarity-based metric learning. Knowl. Based Syst. Lucas O. Teixeira, Diego Bertolini, Luiz S. Oliveira, George D. C. Cavalcanti, Yandre M. G. Costa
2025	—	`conf`	Manna Omax: Pulmonary Disease Detection Using Texture Properties and Dissimilarity. IWSSIP João Vitor D. Ferraz, Lucas O. Teixeira, Munif Gebara, Christiane Marie Schweitzer, Yandre M. G. Costa, Linnyer Beatrys R. Aylon
2025	J	`jnl`	ORCNet: A Context-Based Network to Simultaneously Segment the Ocular Region Components. Neural Process. Lett. Diego Rafael Lucio, Luiz Antonio Zanlorensi, Yandre M. G. Costa, David Menotti
2025	—	`conf`	Open Set Recognition using Dissimilarity Vectors. IWSSIP Leandro Magno C. Silva, Franklin César Flores, Yandre M. G. Costa
2025	—	`conf`	Software Feature Detection using Source Code Minimaps as Visual Signatures. IWSSIP Munif Gebara, Igor Wiese, Yandre M. G. Costa
2025	J	`jnl`	Triplet dissimilarity: a texture classification approach using dissimilarity and siamese networks. Soft Comput. Lucas O. Teixeira, Diego Bertolini, Luiz S. Oliveira, George D. C. Cavalcanti, Yandre M. G. Costa
2024	—	`conf`	Classification of Highly Similar Fish Species Using Machine Learning. IWSSIP Leandro Magno C. Silva, Franklin César Flores, Rosilene Luciana Delariva, Gustavo Zanoni Felipe, Yandre M. G. Costa
2024	J	`jnl`	Contrastive dissimilarity: optimizing performance on imbalanced and limited data sets. Neural Comput. Appl. Lucas O. Teixeira, Diego Bertolini, Luiz S. Oliveira, George D. C. Cavalcanti, Yandre M. G. Costa
2024	—	`conf`	Hancrafted Vs. Non-handcrafted Features for Acoustic Scene Classification. ICAISC (1) João Vitor S. Castanho, Yandre M. G. Costa
2024	—	`conf`	Machine Learning for Gesture Recognition Using Leap Motion Controller. ICAISC (1) Henrique S. Felizardo, Leonichel J. M. Guimarães, Heloise M. P. Teixeira, Rodrigo Clemente Thom Souza, Linnyer Beatrys Ruiz Aylon, Yandre M. G. Costa
2024	—	`conf`	Music Genre Classification Using Contrastive Dissimilarity. IWSSIP Gabriel Henrique Costanzi, Lucas O. Teixeira, Gustavo Zanoni Felipe, George D. C. Cavalcanti, Yandre M. G. Costa
2024	—	`conf`	Nuclei Segmentation in Hepatocytes Using YOLO and SAM. IWSSIP Sergio A. Da Silva Junior, Leandro E. F. Berton, Mateus F. T. Carvalho, Carla Cristina O. Bernardo, Juliana Vanessa C. M. Perles, Jacqueline Nelisis Zanoni, Loris Nanni, André L. R. G. Sevilha, Gustavo Zanoni Felipe, Franklin César Flores, Yandre M. G. Costa
2024	—	`conf`	Segmentation of Hepatocytes Nuclei Using YOLO and Mathematical Morphology. IWSSIP Franklin César Flores, Mateus F. T. Carvalho, Sergio A. Da Silva Junior, Leandro E. F. Berton, Carla Cristina O. Bernardo, André L. R. G. Sevilha, Juliana Vanessa C. M. Perles, Jacqueline Nelisis Zanoni, Gustavo Zanoni Felipe, Yandre M. G. Costa
2023	—	`conf`	Acoustic Scene Classification by Linear Projections for Dimensionality Reduction. IWSSIP M. V. Golom, Juliano Henrique Foleiss, Yandre M. G. Costa, R. A. Gonçalves, Diego Bertolini
2023	—	`conf`	Automatic Classification of Infant's Cry Using Data Balancing and Hierarchical Classification Techniques. IWSSIP Matheus H. C. Sudul, Rafael de Lima Aguiar, Yandre M. G. Costa, Sheryl Brahnam, Shannon McMurtrey, Loris Nanni, Carlos N. Silla
2023	—	`conf`	Automatic quantitative and morphometric analysis of muscle fibers. IWSSIP Sergio A. Da Silva Junior, Eduardo O. Santos, Mateus F. T. Carvalho, Franklin César Flores, Fernanda L. A. Almeida, Cecília E. M. Costa, Yandre M. G. Costa
2023	J	`jnl`	Cancer Identification in Enteric Nervous System Preclinical Images Using Handcrafted and Automatic Learned Features. Neural Process. Lett. Gustavo Zanoni Felipe, Lucas O. Teixeira, Rodolfo Miranda Pereira, Jacqueline Nelisis Zanoni, Sara R. G. Souza, Loris Nanni, George D. C. Cavalcanti, Yandre M. G. Costa
2023	—	`conf`	Date Fruit classification using a wide range of classifiers. IWSSIP André F. R. Cordeiro, Edson OliveiraJr, Yandre M. G. Costa
2023	—	`conf`	Integrating Multiple Public Datasets for Human Activity Recognition using Machine Learning. IWSSIP Vinicius K. Fukace, Yandre M. G. Costa, Igor da Penha Natal
2023	—	`conf`	Labor Accidents Classification Using Machine Learning. ICEIS (1) Enádio da Silva Barbosa, Yandre M. G. Costa, Juliano Henrique Foleiss, Diego Bertolini
2023	—	`conf`	Multi-Modal Music Mood Classification with Dynamic Classifier Selection. IWSSIP João G. Vitório, Alceu de Souza Britto Junior, Yandre M. G. Costa, Carlos N. Silla
2023	C	`conf`	Stingless Bee Classification: A New Dataset and Baseline Results. CIARP Matheus H. C. Leme, Vinicius S. Simm, Douglas Rorie Tanno, Yandre M. G. Costa, Marcos Aurélio Domingues
2022	J	`jnl`	A multimodal approach for multi-label movie genre classification. Multim. Tools Appl. Rafael B. Mangolin, Rodolfo Miranda Pereira, Alceu S. Britto Jr., Carlos N. Silla, Valéria Delisandra Feltrim, Diego Bertolini, Yandre M. G. Costa
2022	—	`conf`	A semi-automatic approach for quantitative analysis of histological images. IWSSIP Sergio A. Da Silva Junior, Mateus F. T. Carvalho, Celso V. A. Q. Calomeno, Julio C. Polonio, Franklin César Flores, Jaqueline Rinaldi, Yandre M. G. Costa
2022	J	`jnl`	COVID-19 Detection on Chest X-ray and CT Scan: A Review of the Top-100 Most Cited Papers. Sensors Yandre M. G. Costa, Sergio A. Da Silva Junior, Lucas O. Teixeira, Rodolfo Miranda Pereira, Diego Bertolini, Alceu S. Britto Jr., Luiz S. Oliveira, George D. C. Cavalcanti
2022	J	`jnl`	Cancer Identification in Walker 256 Tumor Model Exploring Texture Properties Taken from Microphotograph of Rats Liver. Algorithms Mateus F. T. Carvalho, Sergio A. Da Silva Junior, Carla Cristina O. Bernardo, Franklin César Flores, Juliana Vanessa C. M. Perles, Jacqueline Nelisis Zanoni, Yandre M. G. Costa
2022	B	`conf`	Combining Muti-Layer Features For Plant Species Classification in a Siamese Network. SMC Matheus Moresco, Alceu S. Britto Jr., Yandre M. G. Costa, Luciano José Senger, Andre G. Hochuli
2022	—	`conf`	Evaluating multimodal strategies for multi-label movie genre classification. IWSSIP Marco Aurelio Deoldoto Paulino, Yandre M. G. Costa, Valéria Delisandra Feltrim
2022	—	`conf`	Gemstone classification using ConvNet with transfer learning and fine-tuning. IWSSIP Willian Marques Freire, Aline Maria Malachini Miotto Amaral, Yandre M. G. Costa
2021	C	`conf`	An Evaluation of Segmentation Techniques for Covid-19 Identification in Chest X-Ray. CIARP Arthur Rodrigues Batista, Diego Bertolini, Yandre M. G. Costa, Luiz Fellipe Machi Pereira, Rodolfo Miranda Pereira, Lucas O. Teixeira
2021	J	`jnl`	Automatic chronic degenerative diseases identification using enteric nervous system images. Neural Comput. Appl. Gustavo Zanoni Felipe, Jacqueline Nelisis Zanoni, Camila C. Sehaber-Sierakowski, Gleison D. P. Bossolani, Sara R. G. Souza, Franklin César Flores, Luiz E. S. Oliveira, Rodolfo Miranda Pereira, Yandre M. G. Costa
2021	—	`conf`	Classification of Toxic Ornamental Plants for Domestic Animals Using CNN. IWSSIP Sara S. Satake, Rodrigo Calvo, Alceu S. Britto Jr., Yandre M. G. Costa
2021	—	`conf`	Classification of UML Diagrams to Support Software Engineering Education. ASE Workshops José Fernando Tavares, Yandre M. G. Costa, Thelma Elita Colanzi
2021	—	`conf`	Data Augmentation for Writer Identification Using a Cognitive Inspired Model. ICDAR (4) Fabio Pignelli, Yandre M. G. Costa, Luiz S. Oliveira, Diego Bertolini
2021	—	`conf`	Document Filter for Writer Identification. IWSSIP Fabio Pignelli, Luiz S. Oliveira, Alceu S. Britto Jr., Yandre M. G. Costa, Diego Bertolini
2021	J	`jnl`	Handling imbalance in hierarchical classification problems using local classifiers approaches. Data Min. Knowl. Discov. Rodolfo Miranda Pereira, Yandre M. G. Costa, Carlos N. Silla
2021	J	`jnl`	Impact of Lung Segmentation on the Diagnosis and Explanation of COVID-19 in Chest X-ray Images. Sensors Lucas O. Teixeira, Rodolfo Miranda Pereira, Diego Bertolini, Luiz S. Oliveira, Loris Nanni, George D. C. Cavalcanti, Yandre M. G. Costa
2021	C	`conf`	Japanese Kana and Brazilian Portuguese Manuscript Database. CIARP Luiz Fellipe Machi Pereira, Fabio Pinhelli, Edson M. A. Cizeski, Flávio R. Uber, Diego Bertolini, Yandre M. G. Costa
2021	J	`jnl`	Toward hierarchical classification of imbalanced data using random resampling algorithms. Inf. Sci. Rodolfo Miranda Pereira, Yandre M. G. Costa, Carlos Nascimento Silla Jr.
2020	J	`jnl`	A multimodal approach for multi-label movie genre classification. CoRR Rafael B. Mangolin, Rodolfo Miranda Pereira, Alceu S. Britto Jr., Carlos Nascimento Silla Jr., Valéria Delisandra Feltrim, Diego Bertolini, Yandre M. G. Costa
2020	J	`jnl`	Automatic Chronic Degenerative Diseases Identification Using Enteric Nervous System Images. CoRR Gustavo Zanoni Felipe, Jacqueline Nelisis Zanoni, Camila C. Sehaber-Sierakowski, Gleison D. P. Bossolani, Sara R. G. Souza, Franklin César Flores, Luiz E. S. Oliveira, Rodolfo Miranda Pereira, Yandre M. G. Costa
2020	C	`conf`	Bonsai Style Classification: a new database and baseline results. ISM Guilherme H. S. Nakahata, Ademir Aparecido Constantino, Yandre M. G. Costa
2020	J	`jnl`	COVID-19 identification in chest X-ray images on flat and hierarchical classification scenarios. Comput. Methods Programs Biomed. Rodolfo Miranda Pereira, Diego Bertolini, Lucas O. Teixeira, Carlos Nascimento Silla Jr., Yandre M. G. Costa
2020	J	`jnl`	COVID-19 identification in chest X-ray images on flat and hierarchical classification scenarios. CoRR Rodolfo Miranda Pereira, Diego Bertolini, Lucas O. Teixeira, Carlos Nascimento Silla Jr., Yandre M. G. Costa
2020	J	`jnl`	Ensemble of convolutional neural networks to improve animal audio classification. EURASIP J. Audio Speech Music. Process. Loris Nanni, Yandre M. G. Costa, Rafael de Lima Aguiar, Rafael B. Mangolin, Sheryl Brahnam, Carlos N. Silla
2020	J	`jnl`	Impact of lung segmentation on the diagnosis and explanation of COVID-19 in chest X-ray images. CoRR Lucas O. Teixeira, Rodolfo Miranda Pereira, Diego Bertolini, Luiz S. Oliveira, Loris Nanni, Yandre M. G. Costa
2020	J	`jnl`	MLTL: A multi-label approach for the Tomek Link undersampling algorithm. Neurocomputing Rodolfo Miranda Pereira, Yandre M. G. Costa, Carlos Nascimento Silla Jr.
2020	C	`conf`	Multimodal Classification of Emotions in Latin Music. ISM Leonardo Gabiato Catharin, Rafael P. Ribeiro, Carlos N. Silla, Yandre M. G. Costa, Valéria Delisandra Feltrim
2020	J	`jnl`	Single-sample writers - "Document Filter" and their impacts on writer identification. CoRR Fabio Pinhelli, Alceu de Souza Britto Jr., Luiz S. Oliveira, Yandre M. G. Costa, Diego Bertolini
2020	J	`jnl`	The dissimilarity approach: a review. Artif. Intell. Rev. Yandre M. G. Costa, Diego Bertolini, Alceu S. Britto Jr., George D. C. Cavalcanti, Luiz E. S. Oliveira
2019	—	`conf`	An Indoor Sign Dataset (ISD): An Overview and Baseline Evaluation. VISIGRAPP (4: VISAPP) João L. R. Almeida, Franklin César Flores, Max N. Roecker, Marco A. K. Braga, Yandre M. G. Costa
2019	—	`conf`	Identification of Infants' Cry Motivation Using Spectrograms. IWSSIP Gustavo Zanoni Felipe, Rafael de Lima Aguiar, Yandre M. G. Costa, Carlos N. Silla, Sheryl Brahnam, Loris Nanni, Shannon McMurtrey
2019	B	`conf`	Multi-label Emotion Classification in Music Videos Using Ensembles of Audio and Video Features. ICTAI Bruno Kostiuk, Yandre M. G. Costa, Alceu de Souza Britto Jr., Xiao Hu, Carlos N. Silla
2019	—	`conf`	Offline Handwritten Script Recognition Based on Texture Descriptors. IWSSIP Marcos Roberto e Souza, Diego Bertolini, Hélio Pedrini, Yandre M. G. Costa
2019	J	`jnl`	Phasic dopamine release identification using convolutional neural network. Comput. Biol. Medicine Gustavo H. G. Matsushita, Adam H. Sugi, Yandre M. G. Costa, Alexander Gomez-A, Claudio da Cunha, Luiz S. Oliveira
2019	—	`conf`	Representation Learning and Dissimilarity for Writer Identification. IWSSIP Lucas Georges Helal, Diego Bertolini, Yandre M. G. Costa, George D. C. Cavalcanti, Alceu S. Britto Jr., Luiz E. S. Oliveira
2019	B	`conf`	Representation Learning vs. Handcrafted Features for Music Genre Classification. IJCNN Rodolfo Miranda Pereira, Yandre M. G. Costa, Rafael de Lima Aguiar, Alceu S. Britto Jr., Luiz E. S. Oliveira, Carlos N. Silla
2019	—	`conf`	Vehicle Detection and Classification in Traffic Images Using ConvNets With Constrained Resources. IWSSIP Max N. Roecker, Yandre M. G. Costa, Alceu S. Britto Jr., Luiz E. S. Oliveira, Diego Bertolini
2018	Misc	`conf`	A Resampling Approach for Imbalanceness on Music Genre Classification using Spectrograms. FLAIRS Vinicius D. Valerio, Rodolfo Miranda Pereira, Yandre M. G. Costa, Diego Bertolini, Carlos Nascimento Silla Jr.
2018	—	`conf`	Automata Classification with Convolutional Neural Networks for Use in Assistive Technologies for the Visually Impaired. PETRA Lailla M. Siqueira Bine, Yandre M. G. Costa, Linnyer Beatrys Ruiz Aylon
2018	—	`conf`	Automatic Identification of Phasic Dopamine Release. IWSSIP Gustavo H. G. Matsushita, Luiz E. S. Oliveira, Adam H. Sugi, Claudio da Cunha, Yandre M. G. Costa
2018	—	`conf`	Automatic Vehicle type Classification with Convolutional Neural Networks. IWSSIP Max N. Roecker, Yandre M. G. Costa, João L. R. Almeida, Gustavo H. G. Matsushita
2018	J	`jnl`	Bird and whale species identification using sound images. IET Comput. Vis. Loris Nanni, Rafael de Lima Aguiar, Yandre M. G. Costa, Sheryl Brahnam, Carlos Nascimento Silla Jr., Ricky L. Brattin, Zhao Zhao
2018	J	`jnl`	Bird species identification using spectrogram and dissimilarity approach. Ecol. Informatics Rafael H. D. Zottesso, Yandre M. G. Costa, Diego Bertolini, Luiz E. S. Oliveira
2018	B	`conf`	Exploring Data Augmentation to Improve Music Genre Classification with ConvNets. IJCNN Rafael de Lima Aguiar, Yandre M. G. Costa, Carlos Nascimento Silla Jr.
2018	B	`conf`	Segmentation of Similar Images Based on Hierarchical Segmentation and Texture Analysis. SMC Juliana Souza, Franklin César Flores, Yandre M. G. Costa
2017	J	`jnl`	An evaluation of Convolutional Neural Networks for music classification using spectrograms. Appl. Soft Comput. Yandre M. G. Costa, Luiz S. Oliveira, Carlos Nascimento Silla Jr.
2017	J	`jnl`	Combining visual and acoustic features for audio classification tasks. Pattern Recognit. Lett. Loris Nanni, Yandre M. G. Costa, Diego Rafael Lucio, Carlos Nascimento Silla Jr., Sheryl Brahnam
2017	C	`conf`	Knowledge Transfer for Writer Identification. CIARP Diego Bertolini, Luiz S. Oliveira, Yandre M. G. Costa, Lucas Georges Helal
2016	—	`conf`	Automatic segmentation of audio signal in bird species identification. SCCC Rafael H. D. Zottesso, Gustavo H. G. Matsushita, Diego Rafael Lucio, Yandre M. G. Costa
2016	B	`conf`	Combining Visual and Acoustic Features for Bird Species Classification. ICTAI Loris Nanni, Yandre M. G. Costa, Diego Rafael Lucio, Carlos Nascimento Silla Jr., Sheryl Brahnam
2016	J	`jnl`	Combining visual and acoustic features for music genre classification. Expert Syst. Appl. Loris Nanni, Yandre M. G. Costa, Alessandra Lumini, Moo Young Kim, Seungryul Baek
2016	—	`conf`	Music genre classification using visual features with feature selection. SCCC Rafael H. D. Zottesso, Yandre M. G. Costa, Diego Bertolini
2015	C	`conf`	Language Identification Using Spectrogram Texture. CIARP Ana Montalvo, Yandre M. G. Costa, José Ramón Calvo de Lara
2013	—	`conf`	Music Genre Recognition Using Gabor Filters and LPQ Texture Descriptors. CIARP (2) Yandre M. G. Costa, Luiz S. Oliveira, Alessandro L. Koerich, Fabien Gouyon
2012	B	`conf`	Comparing textural features for music genre classification. IJCNN Yandre M. G. Costa, Luiz S. Oliveira, Alessandro L. Koerich, Fabien Gouyon
2012	J	`jnl`	Music genre classification using LBP textural features. Signal Process. Yandre M. G. Costa, Luiz E. Soares de Oliveira, Alessandro L. Koerich, Fabien Gouyon, Jefferson G. Martins