Author

Cristian Millán-Arias

Observed names: Cristian Arias, Cristian C. M. Arias, Cristian C. Millan-Arias, Cristian Camilo Millan Arias, Cristian Camilo Millán Arias, Cristian Millan-Aria, Cristian Millan-Arias, Millán Arias, Cristian Camilo, Millán-Arias, Cristian

Observed institution: Universidade de Pernambuco

ORCID: 0000-0002-5286-3751

Observed ORCID: 0000-0002-5286-3751

OpenAlex ID: A5047544916

Ceramic Cracks Segmentation with Deep Learning

2021 · Gerivan Santos Junior, Janderson Ferreira, et al. · Applied Sciences · 39

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A Robust Approach for Continuous Interactive Actor-Critic Algorithms

2021 · Cristian C. Millan-Arias, Bruno J. T. Fernandes, et al. · IEEE Access · 26

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Proxemic behavior in navigation tasks using reinforcement learning

2022 · Cristian Millán-Arias, Bruno Fernandes, et al. · Neural Computing and Applications · 9

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Reinforcement Learning for UAV control with Policy and Reward Shaping

2022 · Cristian Millan-Arias, Ruben Contreras, et al. · Proceedings/Proceedings - International Conference of the Chilean Computer Science Society · 8

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A Robust Approach for Continuous Interactive Reinforcement Learning

2020 · Cristian Millán-Arias, Bruno Fernandes, et al. · International Conference on Human-Agent Interaction (HAI) · 8

Detection of Cavities in Radiographs Using Machine Learning: Approaches for Limited Data

2023 · Nathália Cauás, Cristian Millan-Arias, et al. · IEEE Latin American Conference on Computational Intelligence (LA-CCI) · 5

Towards serious games through a playful approach for children with autism spectrum disorder

2025 · Franciely Alves de Souza, Suzerlly Vanderley Lopes Pires, et al. · International Journal of Child-Computer Interaction · 2

Ceramic Cracks Segmentation with Deep Learning

2021 · Gerivan Junior, Cristian Millan-Aria, et al. · 2

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Towards Robust Facial Recognition: Gabor Filter-Based Feature Extraction for NIR-VIS Heterogeneous Face Recognition

2025 · João V. R. de Andrade, Agostinho Freire, et al. · ACM/SIGAPP Symposium on Applied Computing (SAC) · 1

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Anomaly Detection in Conveyor Belt Using a Deep Learning Model

2023 · Cristian Millan-Arias, Jean Felipe C. Ferreira, et al. · IEEE Latin American Conference on Computational Intelligence (LA-CCI) · 1

Synthetic-to-Real Transfer for Adverse Traffic Event Detection: A Practical Pipeline for Road Surveillance Using Generative Data

2026 · Agostinho Freire, João V. R. de Andrade, et al. · SSRN Electronic Journal

Help me to Clean: Studying Multi-trainers on Interactive Reinforcement Learning in Domestic Scenarios

2025 · Cristian Millán-Arias, Ernesto Gutierrez, et al.

U-FQA: A Unified Face Quality Assessment Score for Improved Unknown Identity Detection in Facial Recognition Systems

2025 · Agostinho Freire, João V. R. de Andrade, et al. · Lecture notes in computer science

Legal Judgement Prediction: A comparative analysis of legal documents in Brazil

2023 · Cristian Millan-Arias, Marie Chantelle C. Medina, et al. · IEEE Latin American Conference on Computational Intelligence (LA-CCI)

Optimization of Deep Neural Networks for Vehicle Classification

2023 · Antonio V. A. Lundgren, Cristian C. M. Arias, et al. · IEEE Latin American Conference on Computational Intelligence (LA-CCI)

General Cephalometric Landmark Detection for Different Source of X-Ray Images

2023 · Cristian Millan-Arias, Bruno J. T. Fernandes, et al. · IEEE Latin American Conference on Computational Intelligence (LA-CCI)

Um estudo de navegação baseada em comunicação proxêmica usando aprendizagem por reforç

2023 · Millán Arias, Cristian Camilo, Fernandes, Bruno, et al. · Anais da Mostra de Extensão, Inovação e Pesquisa

Comportamento de agentes cognitivos em ambientes proxêmicos usando aprendizagem por reforço

2022 · Millán Arias, Cristian Camilo, Fernandes, Bruno José Torres, et al. · Anais da Mostra de Extensão, Inovação e Pesquisa

Learning Proxemic Behavior Using Reinforcement Learning with Cognitive Agents

2021 · Millán-Arias, Cristian, Fernandes, Bruno, et al. · arXiv (Cornell University)

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Ceramic Cracks Segmentation with Deep Learning

2021 · Gerivan Junior, Janderson Ferreira, et al.

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Treinando agentes robustos com aprendizagem por reforço interativo

2020 · Millán Arias, Cristian Camilo, Torres Fernandes, Bruno José, et al. · Anais da Mostra de Extensão, Inovação e Pesquisa

Aprendizado por reforço em espaço de ações contínuo

2018 · Cristian Camilo Millán Arias, Bruno Fernandes, et al. · Anais da Mostra de Extensão, Inovação e Pesquisa

Works count: 22

Citation count: 101

H-index: 5

I10-index: 2