Business Process Modeling and Instantiation in Home Care Environments. - Júlia K. Kambara da Silva; Guilherme Medeiros Machado; Lucinéia Heloisa Thom; Leandro Krug Wives (ICEIS (2), 2014)

CARLO: Modelo Ontológico de Contexto para Recomendação de Objetos de Aprendizagem em Ambientes Pervasivos. - Guilherme Medeiros Machado; José Palazzo Moreira de Oliveira (SBBD, 2014)

Context-aware adaptive recommendation of resources for mobile users in a university campus. - Guilherme Medeiros Machado; José Palazzo Moreira de Oliveira (WiMob, 2014)

Gate-level modelling of NBTI-induced delays under process variations. - Thiago Copetti; Guilherme Medeiros Machado; Leticia Bolzani Poehls; Fabian Vargas 001; Sergei Kostin; Maksim Jenihhin; Jaan Raik; Raimund Ubar (LATS, 2016)

Effectiveness of a hardware-based approach to detect resistive-open defects in SRAM cells under process variations. - Andres F. Gomez; Felipe Lavratti; Guilherme Medeiros Machado; M. Sartori; Letícia Maria Veiras Bolzani; Víctor H. Champac; Fabian Vargas 001 (Microelectron. Reliab., 2016)

Database Ontology-Supported Query for Ubiquitous Environments. - Vinícius Maran; Guilherme Medeiros Machado; Alencar Machado; Iara Augustin; João Carlos Damasceno Lima; José Palazzo M. de Oliveira (WebMedia, 2017)

Probabilistic Ontology Reasoning in Ambient Assistance: Predicting Human Actions. - Gabriel Machado Lunardi; Guilherme Medeiros Machado; Fadi Al Machot; Vinícius Maran; Alencar Machado; Heinrich C. Mayr; Vladimir A. Shekhovtsov; José Palazzo M. de Oliveira (AINA, 2018)

Um Modelo Ontológico Probabilístico para Assistir Pessoas com Declínio Cognitivo(A Probabilistic Ontological Model to Support People with Cognitive Limitations). - Gabriel Machado Lunardi; Guilherme Medeiros Machado; Alencar Machado; José Palazzo M. de Oliveira (ONTOBRAS, 2018)

A systematic mapping on adaptive recommender approaches for ubiquitous environments. - Guilherme Medeiros Machado; Vinícius Maran; Lorayne P. Dornelles; Isabela Gasparini; Lucinéia Heloisa Thom; José Palazzo M. de Oliveira (Computing, 2018)

Modeling, comprehending and summarizing textual content by graphs. - Vinicius Woloszyn; Guilherme Medeiros Machado; Leandro Krug Wives; José Palazzo Moreira de Oliveira (CoRR, 2018)

Domain content querying using ontology-based context-awareness in information systems. - Vinícius Maran; Alencar Machado; Guilherme Medeiros Machado; Iara Augustin; José Palazzo M. de Oliveira (Data Knowl. Eng., 2018)

UPCaD: A Methodology of Integration Between Ontology-Based Context-Awareness Modeling and Relational Domain Data. - Vinícius Maran; Guilherme Medeiros Machado; Alencar Machado; Iara Augustin; José Palazzo M. de Oliveira (Inf., 2018)

IoT-based human action prediction and support. - Gabriel Machado Lunardi; Fadi Al Machot; Vladimir A. Shekhovtsov; Vinícius Maran; Guilherme Medeiros Machado; Alencar Machado; Heinrich C. Mayr; José Palazzo M. de Oliveira (Internet Things, 2018)

An Approach to Model Children's Inhibition During Early Literacy and Numeracy Acquisition. - Guilherme Medeiros Machado; Geoffray Bonnin; Sylvain Castagnos; Lara Hoareau; Aude Thomas; Youssef Tazouti (AIED (2), 2020)

POI-based Recommender System for the Support of Academics in a Smart Campus. - Guilherme Xavier de Carvalho; Isabela Gasparini; Guilherme Medeiros Machado; Leandro Krug Wives; José Palazzo M. de Oliveira (CSEDU (2), 2020)

A metric for Filter Bubble measurement in recommender algorithms considering the news domain. - Gabriel Machado Lunardi; Guilherme Medeiros Machado; Vinícius Maran; José Palazzo M. de Oliveira (Appl. Soft Comput., 2020)

Learning Path Recommender Systems: A Systematic Mapping. - Guilherme Medeiros Machado; Anne Boyer (UMAP (Adjunct Publication), 2021)

1st International Workshop on Learning Path Recommender Systems. - Guilherme Medeiros Machado; Anne Boyer; José Palazzo Moreira de Oliveira (UMAP (Adjunct Publication), 2021)

AwARE: a framework for adaptive recommendation of educational resources. - Guilherme Medeiros Machado; Vinícius Maran; Gabriel Machado Lunardi; Leandro Krug Wives; José Palazzo Moreira de Oliveira (Computing, 2021)

Context recognition and ubiquitous computing in smart cities: a systematic mapping. - Leonardo Vianna do Nascimento; Guilherme Medeiros Machado; Vinícius Maran; José Palazzo M. de Oliveira (Computing, 2021)

Modelling children's inhibitory skills using learning data from an educational app. - Guilherme Medeiros Machado; Geoffray Bonnin; Sylvain Castagnos; Lara Hoareau; Aude Thomas; Youssef Tazouti (J. Comput. Assist. Learn., 2023)

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. - Matthieu Mouyart; Guilherme Medeiros Machado; Jae-Yun Jun (J. Sens. Actuator Networks, 2023)

Predicting Academic Performance: A Comprehensive Electrodermal Activity Study. - Guilherme Medeiros Machado; Aakash Soni 001 (AIED Companion (2), 2024)

Digital dual test syphilis/HIV detection based on Fourier Descriptors of Cyclic Voltammetry curves. - 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; et al. (Comput. Biol. Medicine, 2024)

Beyond Programming Assistance Towards the Integration of Generative AI into Computer Science Education: A Scoping Review. - Sonia Proust-Androwkha; Valéry Psyché; Revekka Kyriakoglou; Anis Boubaker; Sébastien Lallé; Lamprini Chartofylaka; Guilherme Medeiros Machado; Nour El Mawas (AIED (5), 2025)

Pipeline for Ontology Construction Using a Large Language Model: A Smart Campus Use Case. - Daniel Lichtnow; Ana Marilza Pernas Fleischmann; Leonardo Vianna do Nascimento; Guilherme Medeiros Machado; José Palazzo Moreira de Oliveira (ICEIS (2), 2025)

Artificial intelligence in healthcare text processing: a review applied to named entity recognition. - 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 (Frontiers Artif. Intell., 2025)