Aline Paes
23 publications
7 venues
H Index 6
Affiliation
Fluminense Federal University, BrazilLinks
| Name | Venue | Year | citations |
|---|---|---|---|
Select First, Transfer Later: Choosing a Proper Dataset for SRL and GNN Based Transfer Learning.
|
MLJ | 2026 | 0 |
| Correction to: Select First, Transfer Later: Choosing a Proper Dataset for SRL and GNN Based Transfer Learning.
|
MLJ | 2026 | 0 |
| A utility-driven approach to instance-based transfer learning for relational domains.
|
MLJ | 2025 | 1 |
| Towards Robust Neurosymbolic Relational Learning.
|
IJCNN | 2025 | 1 |
| Evaluating LLMs for Portuguese Sentence Simplification with Linguistic Insights.
|
ACL | 2025 | 1 |
| Word embeddings-based transfer learning for boosted relational dependency networks.
|
MLJ | 2024 | 0 |
| Select First, Transfer Later: Choosing Proper Datasets for Statistical Relational Transfer Learning.
|
ILP | 2023 | 3 |
| Sentiment analysis in tweets: an assessment study from classical to modern word representation models.
|
DMKD | 2023 | 0 |
| Combining Word Embeddings-Based Similarity Measures for Transfer Learning Across Relational Domains.
|
ILP | 2022 | 2 |
| Transfer Learning for Boosted Relational Dependency Networks Through Genetic Algorithm.
|
ILP | 2021 | 6 |
| Mapping Across Relational Domains for Transfer Learning with Word Embeddings-Based Similarity.
|
ILP | 2021 | 3 |
| Screening for Depressed Individuals by Using Multimodal Social Media Data.
|
AAAI | 2021 | 6 |
| Transfer learning by mapping and revising boosted relational dependency networks.
|
MLJ | 2020 | 10 |
| Online probabilistic theory revision from examples with ProPPR.
|
MLJ | 2019 | 6 |
| Towards Safer (Smart) Cities: Discovering Urban Crime Patterns Using Logic-based Relational Machine Learning.
|
IJCNN | 2018 | 14 |
| Lightweight Neural Programming: The GRPU.
|
ICANN | 2018 | 0 |
| On the use of stochastic local search techniques to revise first-order logic theories from examples.
|
MLJ | 2017 | 9 |
| Chess Revision: Acquiring the Rules of Chess Variants through FOL Theory Revision from Examples.
|
ILP | 2009 | 19 |
| Using the bottom clause and mode declarations in FOL theory revision from examples.
|
MLJ | 2009 | 0 |
| Using the Bottom Clause and Mode Declarations on FOL Theory Revision from Examples.
|
ILP | 2008 | 0 |
| Revising First-Order Logic Theories from Examples Through Stochastic Local Search.
|
ILP | 2007 | 11 |
| ILP Through Propositionalization and Stochastic k-Term DNF Learning.
|
ILP | 2006 | 0 |
| Probabilistic First-Order Theory Revision from Examples.
|
ILP | 2005 | 20 |