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ORCIDHenrique Lemos dos Santos
Person information
- affiliation: Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil
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2020 – today
- 2024
[c7]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:
LANSE: A Cloud-Powered Learning Analytics Platform for the Automated Identification of Students at Risk in Learning Management Systems. AIED Companion (1) 2024: 127-138- 2023
- [j5]Rafael Baldasso Audibert, Henrique Lemos, Pedro H. C. Avelar, Anderson R. Tavares, Luís C. Lamb:
On the Evolution of AI and Machine Learning: Towards a Meta-level Measuring and understanding Impact, Influence and Leadership at Premier AI Conferences. FLAP 10(5): 693-817 (2023) - 2022
- [i6]Rafael Baldasso Audibert, Henrique Lemos dos Santos, Pedro H. C. Avelar, Anderson R. Tavares, Luís C. Lamb:
On the Evolution of A.I. and Machine Learning: Towards Measuring and Understanding Impact, Influence, and Leadership at Premier A.I. Conferences. CoRR abs/2205.13131 (2022) - 2020
- [j4]Cristian Cechinel
, Xavier Ochoa, Henrique Lemos dos Santos, João Batista Carvalho Nunes, Virgínia Rodés, Emanuel Marques Queiroga:
Mapping Learning Analytics initiatives in Latin America. Br. J. Educ. Technol. 51(4): 892-914 (2020) - [j3]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:
Towards the implementation of a countrywide K-12 learning analytics initiative in Uruguay. Interact. Learn. Environ. 28(2): 166-190 (2020) - [c6]Henrique Lemos, Pedro H. C. Avelar, Marcelo O. R. Prates, Artur S. d'Avila Garcez, Luís C. Lamb:
Neural-Symbolic Relational Reasoning on Graph Models: Effective Link Inference and Computation from Knowledge Bases. ICANN (1) 2020: 647-659 - [i5]Henrique Lemos, Pedro H. C. Avelar, Marcelo O. R. Prates, Luís C. Lamb, Artur S. d'Avila Garcez:
Neural-Symbolic Relational Reasoning on Graph Models: Effective Link Inference and Computation from Knowledge Bases. CoRR abs/2005.02525 (2020)
2010 – 2019
- 2019
- [j2]Henrique Lemos dos Santos, Cristian Cechinel:
The final year project supervision in online distance learning: assessing students and faculty perceptions about communication tools. Behav. Inf. Technol. 38(1): 65-84 (2019) - [c5]Marcelo O. R. Prates, Pedro H. C. Avelar, Henrique Lemos, Luís C. Lamb, Moshe Y. Vardi:
Learning to Solve NP-Complete Problems: A Graph Neural Network for Decision TSP. AAAI 2019: 4731-4738 - [c4]Pedro H. C. Avelar, Henrique Lemos, Marcelo O. R. Prates, Luís da Cunha Lamb:
Multitask Learning on Graph Neural Networks: Learning Multiple Graph Centrality Measures with a Unified Network. ICANN (Workshop) 2019: 701-715 - [c3]Henrique Lemos, Marcelo O. R. Prates, Pedro H. C. Avelar, Luís C. Lamb:
Graph Colouring Meets Deep Learning: Effective Graph Neural Network Models for Combinatorial Problems. ICTAI 2019: 879-885 - [c2]Luiz Antonio Buschetto Macarini, Cristian Cechinel, Henrique Lemos dos Santos, Xavier Ochoa, Virgínia Rodés, Guillermo Ettlin Alonso, Alén Pérez Casas, Patricia Díaz:
Challenges on implementing Learning Analytics over countrywide K-12 data. LAK 2019: 441-445 - [i4]Pedro H. C. Avelar, Henrique Lemos, Marcelo O. R. Prates, Marco Gori, Luís C. Lamb:
Typed Graph Networks. CoRR abs/1901.07984 (2019) - [i3]Henrique Lemos, Marcelo O. R. Prates, Pedro H. C. Avelar, Luís C. Lamb:
Graph Colouring Meets Deep Learning: Effective Graph Neural Network Models for Combinatorial Problems. CoRR abs/1903.04598 (2019) - 2018
- [i2]Marcelo O. R. Prates, Pedro H. C. Avelar, Henrique Lemos, Luís C. Lamb, Moshe Y. Vardi:
Learning to Solve NP-Complete Problems - A Graph Neural Network for the Decision TSP. CoRR abs/1809.02721 (2018) - [i1]Pedro H. C. Avelar, Henrique Lemos, Marcelo O. R. Prates, Luís C. Lamb:
Multitask Learning on Graph Neural Networks - Learning Multiple Graph Centrality Measures with a Unified Network. CoRR abs/1809.07695 (2018) - 2017
- [j1]Henrique Lemos dos Santos, Cristian Cechinel, Ricardo Matsumura de Araújo:
A comparison among approaches for recommending learning objects through collaborative filtering algorithms. Program 51(1): 35-51 (2017) - 2015
- [c1]Henrique Lemos dos Santos, Cristian Cechinel, Ricardo Matsumura de Araújo, Miguel-Ángel Sicilia:
Clustering Learning Objects for Improving Their Recommendation via Collaborative Filtering Algorithms. MTSR 2015: 183-194
Coauthor Index
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