21
TITLE: Entropy to Mitigate Non-IID Data Problem on Federated Learning for the Edge Intelligence Environment
AUTHORS: Orlandi, Fernanda C.; Dos Anjos, Julio C. S.; Leithardt, Valderi R. Q. ; De Paz Santana, Juan Francisco; Geyer, Claudio F. R.;
PUBLISHED: 2023, SOURCE: IEEE ACCESS, VOLUME: 11
INDEXED IN: Scopus WOS CrossRef
22
TITLE: Evaluation of visible contamination on power grid insulators using convolutional neural networks  Full Text
AUTHORS: Corso, Marcelo Picolotto; Stefenon, Stefano Frizzo; Singh, Gurmail; Matsuo, Marcos Vinicius; Perez, Fabio Luis; Leithardt, Valderi Reis Quietinho ;
PUBLISHED: 2023, SOURCE: ELECTRICAL ENGINEERING
INDEXED IN: Scopus WOS CrossRef
23
TITLE: Hyperspectral Image Classification: An Analysis Employing CNN, LSTM, Transformer, and Attention Mechanism
AUTHORS: Viel, Felipe; Maciel, Renato Cotrim; Seman, Laio Oriel; Zeferino, Cesar Albenes; Bezerra, Eduardo Augusto; Leithardt, Valderi Reis Quietinho ;
PUBLISHED: 2023, SOURCE: IEEE ACCESS, VOLUME: 11
INDEXED IN: Scopus WOS CrossRef Handle
24
TITLE: ID-Care: A Model for Sharing Wide Healthcare Data
AUTHORS: Costa, Humberto Jorge De Moura; Da Costa, Cristiano Andre; Antunes, Rodolfo Stoffel; Righi, Rodrigo Da Rosa; Crocker, Paul Andrew; Leithardt, Valderi Reis Quietinho ;
PUBLISHED: 2023, SOURCE: IEEE ACCESS, VOLUME: 11
INDEXED IN: Scopus WOS CrossRef Handle
25
TITLE: Identification of Abnormal Behavior in Activities of Daily Life Using Novelty Detection
AUTHORS: Freitas, Mauricio; Piai, Vinicius de Aquino; Dazzi, Rudimar; Teive, Raimundo; Parreira, Wemerson; Fernandes, Anita; Pires, Ivan Miguel; Quietinho Leithardt, Valderi Reis ;
PUBLISHED: 2023, SOURCE: 19th European-Alliance-for-Innovation (EAI) International Conference on Mobile and Ubiquitous Systems - Computing, Networking and Services (MobiQuitous) in MOBILE AND UBIQUITOUS SYSTEMS: COMPUTING, NETWORKING AND SERVICES, MOBIQUITOUS 2022, VOLUME: 492
INDEXED IN: Scopus WOS CrossRef
26
TITLE: Machine Learning for Automatic Weather Stations: A Case Study
AUTHORS: dos Santos, Rogerio P.; Beko, Marko; Leithardt, Valderi Reis Quietinho ;
PUBLISHED: 2023, SOURCE: International Conference on Disruptive Technologies, Tech Ethics, and Artificial Intelligence (DITTET) in NEW TRENDS IN DISRUPTIVE TECHNOLOGIES, TECH ETHICS AND ARTIFICIAL INTELLIGENCE, DITTET 2023, VOLUME: 1452
INDEXED IN: WOS CrossRef
27
TITLE: Nero: A Deterministic Leaderless Consensus Algorithm for DAG-Based Cryptocurrencies  Full Text
AUTHORS: Morais, Rui; Crocker, Paul; Leithardt, Valderi ;
PUBLISHED: 2023, SOURCE: ALGORITHMS, VOLUME: 16, ISSUE: 1
INDEXED IN: Scopus WOS CrossRef Handle
28
TITLE: Package Proposal for Data Pre-Processing for Machine Learning Applied to Precision Irrigation
AUTHORS: dos Santos, Rogerio Pereira; Beko, Marko; Leithardt, Valderi R. Q. ;
PUBLISHED: 2023, SOURCE: 6th Conference on Cloud and Internet of Things (CIoT) in 2023 6TH CONFERENCE ON CLOUD AND INTERNET OF THINGS, CIOT
INDEXED IN: Scopus WOS CrossRef
29
TITLE: Spearmint: A Decentralized Solution for Recording Evidence of Cyberbullying
AUTHORS: Pinto, Joao L. Dare; de Moraes Rossetto, Anubis G.; Silva, Luis Augusto; Leithardt, Valderi R. Q. ;
PUBLISHED: 2023, SOURCE: International Conference on Disruptive Technologies, Tech Ethics, and Artificial Intelligence (DITTET) in NEW TRENDS IN DISRUPTIVE TECHNOLOGIES, TECH ETHICS AND ARTIFICIAL INTELLIGENCE, DITTET 2023, VOLUME: 1452
INDEXED IN: WOS CrossRef
30
TITLE: A Fog and Blockchain Software Architecture for a Global Scale Vaccination Strategy
AUTHORS: Humberto Jorge De Moura Costa; Cristiano André da Costa; Rodrigo da Rosa Righi; Rodolfo Stoffel Antunes; Juan Francisco De Paz Santana; Valderi Reis Quietinho Leithardt ;
PUBLISHED: 2022, SOURCE: IEEE Access, VOLUME: 10
INDEXED IN: DBLP
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