Penousal Machado

Penousal Machado

Universidade de Coimbra

H-index: 29

Europe-Portugal

About Penousal Machado

Penousal Machado, With an exceptional h-index of 29 and a recent h-index of 21 (since 2020), a distinguished researcher at Universidade de Coimbra, specializes in the field of Evolutionary Computation, Artificial Intelligence, Evolutionary Machine Learning, Computational Creativity, Information Visualiz.

His recent articles reflect a diverse array of research interests and contributions to the field:

Boosting Mixed-Initiative Co-Creativity in Game Design: A Tutorial

Evolving User Interfaces: A Neuroevolution Approach for Natural Human-Machine Interaction

Evolving Visually-Diverse Graphic Design Posters

Evaluation Metrics for Automated Typographic Poster Generation

Grammar-Based Evolution of Polyominoes

Towards Physical Plausibility in Neuroevolution Systems

The Influence of Probabilistic Grammars on Evolution

Towards the automatic evaluation of visual balance for graphic design posters

Penousal Machado Information

University

Position

___

Citations(all)

4427

Citations(since 2020)

2171

Cited By

3228

hIndex(all)

29

hIndex(since 2020)

21

i10Index(all)

108

i10Index(since 2020)

67

Email

University Profile Page

Universidade de Coimbra

Google Scholar

View Google Scholar Profile

Penousal Machado Skills & Research Interests

Evolutionary Computation

Artificial Intelligence

Evolutionary Machine Learning

Computational Creativity

Information Visualiz

Top articles of Penousal Machado

Title

Journal

Author(s)

Publication Date

Boosting Mixed-Initiative Co-Creativity in Game Design: A Tutorial

Solange Margarido

Licínio Roque

Penousal Machado

Pedro Martins

2024/1/11

Evolving User Interfaces: A Neuroevolution Approach for Natural Human-Machine Interaction

João Macedo

Habtom Kahsay Gidey

Karina Brotto Rebuli

Penousal Machado

2024/3/29

Evolving Visually-Diverse Graphic Design Posters

João Macedo

Daniel Lopes

João Correia

Penousal Machado

Ernesto Costa

2024/3/29

Evaluation Metrics for Automated Typographic Poster Generation

Sérgio M Rebelo

JJ Merelo

João Bicker

Penousal Machado

2024/3/29

Grammar-Based Evolution of Polyominoes

Jessica Mégane

Eric Medvet

Nuno Lourenço

Penousal Machado

2024/3/28

Towards Physical Plausibility in Neuroevolution Systems

Gabriel Cortês

Nuno Lourenço

Penousal Machado

2024/3/3

The Influence of Probabilistic Grammars on Evolution

Jessica Mégane

Nuno Lourenço

Penousal Machado

Dirk Schweim

2023/7/15

Towards the automatic evaluation of visual balance for graphic design posters

International Conference on Computational Creativity, Waterloo, Canada. https://computationalcreativity. net/iccc23/papers/ICCC-2023_paper_51. pdf

Daniel Lopes

Joao Correia

Penousal Machado

2023

Towards the evolution of prompts with metaprompter

Tiago Martins

João M Cunha

João Correia

Penousal Machado

2023/4/1

Biological insights on grammar-structured mutations improve fitness and diversity

Stefano Tiso

Pedro Carvalho

Nuno Lourenço

Penousal Machado

2023/7/15

A novel geometrically invariant quantum watermarking scheme utilizing Quantum Error Correction

Journal of King Saud University-Computer and Information Sciences

Zheng Xing

Chan-Tong Lam

Xiaochen Yuan

Guoheng Huang

Penousal Machado

2023/12/1

Can Creativity be Enhanced by Computational Tools?

International Conference on Computational Creativity, Waterloo, Canada. https://computationalcreativity. net/iccc23/papers/ICCC-2023_paper_72. pdf

Daniel Lopes

Jéssica Parente

Pedro Silva

Licınio Roque

Penousal Machado

2023

All You Need is Sex for Diversity

José Maria Simões

Nuno Lourenço

Penousal Machado

2023/3/29

Exploring Generative Adversarial Networks for Text-to-Image Generation with Evolution Strategies

Victor Costa

Nuno Lourenço

João Correia

Penousal Machado

2023/7/15

Fundamentals of Evolutionary Machine Learning

Wolfgang Banzhaf

Penousal Machado

2024

Towards the Automatic Customisation of Editable Graphics

International Conference on Computational Creativity, Waterloo, Canada. https://computationalcreativity. net/iccc23/papers/ICCC-2023_paper_83. pdf

Daniel Lopes

Joao Correia

Penousal Machado

2023

Context Matters: Adaptive Mutation for Grammars

Pedro Carvalho

Jessica Mégane

Nuno Lourenço

Penousal Machado

2023/3/29

Under the hood of transfer learning for deep neuroevolution

Stefano Sarti

Nuno Laurenço

Jason Adair

Penousal Machado

Gabriela Ochoa

2023/4/9

Handbook of Evolutionary Machine Learning

Wolfgang Banzhaf

Penousal Machado

Mengjie Zhang

2024

GP-based generative adversarial models

Penousal Machado

Francisco Baeta

Tiago Martins

João Correia

2023/3/12

See List of Professors in Penousal Machado University(Universidade de Coimbra)

Co-Authors

H-index: 39
Bernardete Ribeiro

Bernardete Ribeiro

Universidade de Coimbra

H-index: 31
Stefano Cagnoni

Stefano Cagnoni

Università degli Studi di Parma

H-index: 31
Ernesto Costa

Ernesto Costa

Universidade de Coimbra

H-index: 29
Amílcar Cardoso

Amílcar Cardoso

Universidade de Coimbra

H-index: 25
Pedro Henriques Abreu

Pedro Henriques Abreu

Universidade de Coimbra

H-index: 24
juan Romero

juan Romero

Universidade da Coruña

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