Leandro H. de S. Silva

14 papers B 2Journal 1Unranked 11

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Dynamic Model Weighting via Stacking-Meta Learning for Multi-Class Classification. SIBGRAPI Agostinho Freire, João V. R. de Andrade, Bruno J. T. Fernandes, Leandro H. de S. Silva, Gabriel Albuquerque, Mário Guerra, Igor Balbino, Monique Suellen Tomaz, João Fausto L. de Oliveira
2025	—	`conf`	FedP2PAvg: A Peer-to-Peer Collaborative Framework for Federated Learning in Non-IID Scenarios. ICANN (1) Bruno J. T. Fernandes, Agostinho Freire, João V. R. de Andrade, Leandro H. de S. Silva, Nicolás Navarro-Guerrero
2024	J	`jnl`	Beyond clean data: Exploring the effects of label noise on object detection performance. Knowl. Based Syst. Agostinho Freire, Leandro H. de S. Silva, João V. R. de Andrade, George O. de A. Azevedo, Bruno J. T. Fernandes
2024	—	`conf`	Exploring Climatic Shifts in Brazilian Climates: Insights from ARMAX, Decision Trees, and Artificial Neural Networks. BRACIS (4) João V. R. de Andrade, Igor L. B. da Silva, Teobaldo Gabriel de Souza Junior, Leandro H. de S. Silva, Agostinho Freire, Daisy Beserra Lucena, Bruno J. T. Fernandes
2024	—	`conf`	Nova: A Dynamic Emotion-Based Narrator for Competitive Games. ACII (Workshops and Demos) Nathália Cauás, Leandro H. de S. Silva, Bruno J. T. Fernandes
2023	—	`conf`	Assessing the Effect of Urban Expansion and Deforestation on Temperature Rise in Cajazeiras, Brazil: A Data-Driven Approach. LA-CCI João Vinicius Ribeiro De Andrade, Teobaldo Gabriel de Souza Junior, Leandro H. de S. Silva, Daisy Beserra Lucena, Bruno J. T. Fernandes
2023	—	`conf`	Enhancing Electronic Component Classification with Supervised Contrastive Learning: A Comparative Evaluation. LA-CCI Leandro H. de S. Silva, Agostinho Freire, George O. de A. Azevedo, Sergio C. Oliveira, Bruno J. T. Fernandes
2023	B	`conf`	Evaluation of Contrastive Learning for Electronic Component Detection. ESANN Leandro H. de S. Silva, Agostinho A. F. Júnior, Bruno J. T. Fernandes, George O. de A. Azevedo, Sergio C. Oliveira
2023	—	`conf`	Evaluation of Deep Learning Model for Detecting Electronic Components in Few-Shot Learning Scenarios. LA-CCI Allana Rocha, Bruno J. T. Fernandes, Leandro H. de S. Silva
2023	—	`conf`	Fine-Tuning MultiFit for Enhanced Legal Sentence Basis Classification. LA-CCI David Josué Barrientos Rojas, Bruno J. T. Fernandes, Cleyton M. O. Rodrigues, Leandro H. de S. Silva, Allana Rocha, Paulo Christiano Sobral
2023	—	`conf`	Interpretable Diagnosis of Banana Leaf Sigatoka Disease using CNNs and Shapley Values. LA-CCI Agostinho Freire, Rafaella De Lima Roque, Leandro H. de S. Silva, Bruno J. T. Fernandes
2022	—	`conf`	Learning from pseudo-labels: Self-training Electronic Components Detector for Waste Printed Circuit Boards. SIBGRAPI Agostinho A. F. Júnior, Leandro H. de S. Silva, Bruno J. T. Fernandes, George O. de A. Azevedo, Sergio C. Oliveira
2020	B	`conf`	Binary and Multi-label Defect Classification of Printed Circuit Board based on Transfer Learning. ESANN George O. de A. Azevedo, Leandro H. de S. Silva, Agostinho A. F. Júnior, Bruno J. T. Fernandes, Sergio C. Oliveira
2019	—	`conf`	Automatic Optical Inspection for Defective PCB Detection Using Transfer Learning. LA-CCI Leandro H. de S. Silva, George O. de A. Azevedo, Bruno J. T. Fernandes, Byron L. D. Bezerra, Estanislau B. Lima, Sergio C. Oliveira