Guilherme Medeiros Machado

29 papers B 2Journal 15Unranked 12

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	SUS audit aided by natural language processing: A comparative evaluation of BERT models in the analysis of health news. Array Samuel Santana de Almeida, Raphael Silva Fontes, Methanias Colaço, Gleyson José Pinheiro Caldeira Silva, Alysson Guimarães, Ricardo Alexsandro de Medeiros Valentim, João Paulo Queiroz dos Santos, Aliete Cunha Oliveira, Hugo Gonçalo Oliveira, Guilherme Medeiros Machado, Antonio Higor Freire de Morais, Lyane Ramalho Cortez, Luca Pareja C. F. Alves
2025	J	`jnl`	A labeled dataset for osteoporosis screening based on electromagnetic attenuation. Frontiers Digit. Health Dionísio D. A. Carvalho, Mikael M. R. Costa da Silva, Gabriela A. Albuquerque, Agnaldo S. Cruz, Felipe Fernandes, Ingridy M. P. Barbalho, João Paulo Queiroz dos Santos, Antonio Higor Freire de Morais, Karilany Dantas Coutinho, Antonio L. P. S. Campos, Paulo Gil, César Teixeira, Jorge Henriques, Guilherme Medeiros Machado, Ricardo Alexsandro de Medeiros Valentim
2025	J	`jnl`	Artificial intelligence in healthcare text processing: a review applied to named entity recognition. Frontiers Artif. Intell. Samuel Santana de Almeida, Raphael Silva Fontes, Luca Pareja C. F. Alves, Methanias Colaço Júnior, Gleyson José Pinheiro Caldeira Silva, Lyane Ramalho Cortez, Antonio Higor Freire de Morais, Guilherme Medeiros Machado, Hugo Gonçalo Oliveira, Aliete Cunha-Oliveira, João Paulo Queiroz dos Santos, Ricardo Alexsandro de Medeiros Valentim
2025	—	`conf`	Beyond Programming Assistance Towards the Integration of Generative AI into Computer Science Education: A Scoping Review. AIED (5) Sonia Proust-Androwkha, Valéry Psyché, Revekka Kyriakoglou, Anis Boubaker, Sébastien Lallé, Lamprini Chartofylaka, Guilherme Medeiros Machado, Nour El Mawas
2025	—	`conf`	Pipeline for Ontology Construction Using a Large Language Model: A Smart Campus Use Case. ICEIS (2) Daniel Lichtnow, Ana Marilza Pernas Fleischmann, Leonardo Vianna do Nascimento, Guilherme Medeiros Machado, José Palazzo Moreira de Oliveira
2024	J	`jnl`	Digital dual test syphilis/HIV detection based on Fourier Descriptors of Cyclic Voltammetry curves. Comput. Biol. Medicine Ignacio Sánchez-Gendriz, Dionísio D. A. Carvalho, Leonardo J. Galvão-Lima, Ana Isabela L. Sales-Moioli, Talita K. de B. Pinto, Felipe Ricardo dos Santos Fernandes, Jorge Henriques, Thaisa S. Lima, Luiz Affonso Guedes, Agnaldo S. Cruz, Antonio Higor Freire de Morais, João Paulo Queiroz dos Santos, Ernano Arrais, Karilany Dantas Coutinho, Guilherme Medeiros Machado, Aliete Cunha-Oliveira, Catarina Alexandra dos Reis Vale Gomes, Ricardo Alexsandro de Medeiros Valentim
2024	—	`conf`	Predicting Academic Performance: A Comprehensive Electrodermal Activity Study. AIED Companion (2) Guilherme Medeiros Machado, Aakash Soni
2023	J	`jnl`	A Multi-Agent Intrusion Detection System Optimized by a Deep Reinforcement Learning Approach with a Dataset Enlarged Using a Generative Model to Reduce the Bias Effect. J. Sens. Actuator Networks Matthieu Mouyart, Guilherme Medeiros Machado, Jae-Yun Jun
2023	J	`jnl`	Modelling children's inhibitory skills using learning data from an educational app. J. Comput. Assist. Learn. Guilherme Medeiros Machado, Geoffray Bonnin, Sylvain Castagnos, Lara Hoareau, Aude Thomas, Youssef Tazouti
2021	—	`conf`	1st International Workshop on Learning Path Recommender Systems. UMAP (Adjunct Publication) Guilherme Medeiros Machado, Anne Boyer, José Palazzo Moreira de Oliveira
2021	J	`jnl`	AwARE: a framework for adaptive recommendation of educational resources. Computing Guilherme Medeiros Machado, Vinícius Maran, Gabriel Machado Lunardi, Leandro Krug Wives, José Palazzo Moreira de Oliveira
2021	J	`jnl`	Context recognition and ubiquitous computing in smart cities: a systematic mapping. Computing Leonardo Vianna do Nascimento, Guilherme Medeiros Machado, Vinícius Maran, José Palazzo M. de Oliveira
2021	—	`conf`	Learning Path Recommender Systems: A Systematic Mapping. UMAP (Adjunct Publication) Guilherme Medeiros Machado, Anne Boyer
2020	J	`jnl`	A metric for Filter Bubble measurement in recommender algorithms considering the news domain. Appl. Soft Comput. Gabriel Machado Lunardi, Guilherme Medeiros Machado, Vinícius Maran, José Palazzo M. de Oliveira
2020	—	`conf`	An Approach to Model Children's Inhibition During Early Literacy and Numeracy Acquisition. AIED (2) Guilherme Medeiros Machado, Geoffray Bonnin, Sylvain Castagnos, Lara Hoareau, Aude Thomas, Youssef Tazouti
2020	—	`conf`	POI-based Recommender System for the Support of Academics in a Smart Campus. CSEDU (2) Guilherme Xavier de Carvalho, Isabela Gasparini, Guilherme Medeiros Machado, Leandro Krug Wives, José Palazzo M. de Oliveira
2018	J	`jnl`	A systematic mapping on adaptive recommender approaches for ubiquitous environments. Computing Guilherme Medeiros Machado, Vinícius Maran, Lorayne P. Dornelles, Isabela Gasparini, Lucinéia Heloisa Thom, José Palazzo M. de Oliveira
2018	J	`jnl`	Domain content querying using ontology-based context-awareness in information systems. Data Knowl. Eng. Vinícius Maran, Alencar Machado, Guilherme Medeiros Machado, Iara Augustin, José Palazzo M. de Oliveira
2018	J	`jnl`	IoT-based human action prediction and support. Internet Things Gabriel Machado Lunardi, Fadi Al Machot, Vladimir A. Shekhovtsov, Vinícius Maran, Guilherme Medeiros Machado, Alencar Machado, Heinrich C. Mayr, José Palazzo M. de Oliveira
2018	J	`jnl`	Modeling, comprehending and summarizing textual content by graphs. CoRR Vinicius Woloszyn, Guilherme Medeiros Machado, Leandro Krug Wives, José Palazzo Moreira de Oliveira
2018	B	`conf`	Probabilistic Ontology Reasoning in Ambient Assistance: Predicting Human Actions. AINA Gabriel Machado Lunardi, Guilherme Medeiros Machado, Fadi Al Machot, Vinícius Maran, Alencar Machado, Heinrich C. Mayr, Vladimir A. Shekhovtsov, José Palazzo M. de Oliveira
2018	J	`jnl`	UPCaD: A Methodology of Integration Between Ontology-Based Context-Awareness Modeling and Relational Domain Data. Inf. Vinícius Maran, Guilherme Medeiros Machado, Alencar Machado, Iara Augustin, José Palazzo M. de Oliveira
2018	—	`conf`	Um Modelo Ontológico Probabilístico para Assistir Pessoas com Declínio Cognitivo(A Probabilistic Ontological Model to Support People with Cognitive Limitations). ONTOBRAS Gabriel Machado Lunardi, Guilherme Medeiros Machado, Alencar Machado, José Palazzo M. de Oliveira
2017	—	`conf`	Database Ontology-Supported Query for Ubiquitous Environments. WebMedia Vinícius Maran, Guilherme Medeiros Machado, Alencar Machado, Iara Augustin, João Carlos Damasceno Lima, José Palazzo M. de Oliveira
2016	J	`jnl`	Effectiveness of a hardware-based approach to detect resistive-open defects in SRAM cells under process variations. Microelectron. Reliab. Andres F. Gomez, Felipe Lavratti, Guilherme Medeiros Machado, M. Sartori, Letícia Maria Veiras Bolzani, Víctor H. Champac, Fabian Vargas
2016	—	`conf`	Gate-level modelling of NBTI-induced delays under process variations. LATS Thiago Copetti, Guilherme Medeiros Machado, Leticia Bolzani Poehls, Fabian Vargas, Sergei Kostin, Maksim Jenihhin, Jaan Raik, Raimund Ubar
2014	—	`conf`	Business Process Modeling and Instantiation in Home Care Environments. ICEIS (2) Júlia K. Kambara da Silva, Guilherme Medeiros Machado, Lucinéia Heloisa Thom, Leandro Krug Wives
2014	—	`conf`	CARLO: Modelo Ontológico de Contexto para Recomendação de Objetos de Aprendizagem em Ambientes Pervasivos. SBBD Guilherme Medeiros Machado, José Palazzo Moreira de Oliveira
2014	B	`conf`	Context-aware adaptive recommendation of resources for mobile users in a university campus. WiMob Guilherme Medeiros Machado, José Palazzo Moreira de Oliveira