Henrique Lemos dos Santos

According to our database, Henrique Lemos dos Santos authored at least 14 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

LANSE: A Cloud-Powered Learning Analytics Platform for the Automated Identification of Students at Risk in Learning Management Systems.

Cristian Cechinel, Emanuel Marques Queiroga, Tiago Thompsen Primo, Henrique Lemos dos Santos, Vinicius Faria Culmant Ramos, Roberto Muñoz, Rafael Ferreira Mello, Matheus Francisco Batista Machado

Proceedings of the Artificial Intelligence in Education. Posters and Late Breaking Results, Workshops and Tutorials, Industry and Innovation Tracks, Practitioners, Doctoral Consortium and Blue Sky, 2024

2023

On the Evolution of AI and Machine Learning: Towards a Meta-level Measuring and understanding Impact, Influence and Leadership at Premier AI Conferences.

Rafael Baldasso Audibert, Henrique Lemos, Pedro H. C. Avelar, Anderson R. Tavares, Luís C. Lamb

FLAP, 2023

2022

On the Evolution of A.I. and Machine Learning: Towards Measuring and Understanding Impact, Influence, and Leadership at Premier A.I. Conferences.

Rafael Baldasso Audibert, Henrique Lemos dos Santos, Pedro H. C. Avelar, Anderson R. Tavares, Luís C. Lamb

CoRR, 2022

2020

Towards the implementation of a countrywide K-12 learning analytics initiative in Uruguay.

Luiz Antonio Buschetto Macarini, Henrique Lemos dos Santos, Cristian Cechinel, Xavier Ochoa, Virgínia Rodés, Alén Pérez Casas, Pedro Pablo Lucas, Ricardo Maya, Guillermo Ettlin Alonso, Patricia Díaz

Interact. Learn. Environ., 2020

Mapping Learning Analytics initiatives in Latin America.

Cristian Cechinel, Xavier Ochoa, Henrique Lemos dos Santos, João Batista Carvalho Nunes, Virgínia Rodés, Emanuel Marques Queiroga

Br. J. Educ. Technol., 2020

Neural-Symbolic Relational Reasoning on Graph Models: Effective Link Inference and Computation from Knowledge Bases.

Henrique Lemos, Pedro H. C. Avelar, Marcelo O. R. Prates, Artur S. d'Avila Garcez, Luís C. Lamb

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2020, 2020

2019

Typed Graph Networks.

Pedro H. C. Avelar, Henrique Lemos, Marcelo O. R. Prates, Marco Gori, Luís C. Lamb

CoRR, 2019

The final year project supervision in online distance learning: assessing students and faculty perceptions about communication tools.

Henrique Lemos dos Santos, Cristian Cechinel

Behav. Inf. Technol., 2019

Challenges on implementing Learning Analytics over countrywide K-12 data.

Luiz Antonio Buschetto Macarini, Cristian Cechinel, Henrique Lemos dos Santos, Xavier Ochoa, Virgínia Rodés, Guillermo Ettlin Alonso, Alén Pérez Casas, Patricia Díaz

Proceedings of the 9th International Conference on Learning Analytics & Knowledge, 2019

Graph Colouring Meets Deep Learning: Effective Graph Neural Network Models for Combinatorial Problems.

Henrique Lemos, Marcelo O. R. Prates, Pedro H. C. Avelar, Luís C. Lamb

Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence, 2019

Multitask Learning on Graph Neural Networks: Learning Multiple Graph Centrality Measures with a Unified Network.

Pedro H. C. Avelar, Henrique Lemos, Marcelo O. R. Prates, Luís da Cunha Lamb

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019 - 28th International Conference on Artificial Neural Networks, Munich, Germany, September 17-19, 2019, Proceedings, 2019

Learning to Solve NP-Complete Problems: A Graph Neural Network for Decision TSP.

Marcelo O. R. Prates, Pedro H. C. Avelar, Henrique Lemos, Luís C. Lamb, Moshe Y. Vardi

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2017

A comparison among approaches for recommending learning objects through collaborative filtering algorithms.

Henrique Lemos dos Santos, Cristian Cechinel, Ricardo Matsumura de Araújo

Program, 2017

2015

Clustering Learning Objects for Improving Their Recommendation via Collaborative Filtering Algorithms.

Henrique Lemos dos Santos, Cristian Cechinel, Ricardo Matsumura de Araújo, Miguel-Ángel Sicilia

Proceedings of the Metadata and Semantics Research - 9th Research Conference, 2015