Penousal Machado

According to our database1, Penousal Machado authored at least 129 papers between 1995 and 2019.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Bibliography

2019
Designing Dynamic Logotypes to Represent Data.
IJACDT, 2019

MixMash: An Assistive Tool for Music Mashup Creation from Large Music Collections.
IJACDT, 2019

DENSER: deep evolutionary network structured representation.
Genetic Programming and Evolvable Machines, 2019

Conceptual Representations for Computational Concept Creation.
ACM Comput. Surv., 2019

Automatic Design of Artificial Neural Networks for Gamma-Ray Detection.
CoRR, 2019

Fast-DENSER++: Evolving Fully-Trained Deep Artificial Neural Networks.
CoRR, 2019

Evolving Stencils for Typefaces: Combining Machine Learning, User's Preferences and Novelty.
Complexity, 2019

Automatic Design of Artificial Neural Networks for Gamma-Ray Detection.
IEEE Access, 2019

Evolving Art.
Proceedings of the 11th International Conference on Agents and Artificial Intelligence, 2019

A Data Visualization Approach for Intersection Analysis using AIS Data.
Proceedings of the 14th International Joint Conference on Computer Vision, 2019

COEGAN: evaluating the coevolution effect in generative adversarial networks.
Proceedings of the Genetic and Evolutionary Computation Conference, 2019

Evolutionary data augmentation in deep face detection.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

Emojinating: Evolving Emoji Blends.
Proceedings of the Computational Intelligence in Music, Sound, Art and Design, 2019

Coevolution of Generative Adversarial Networks.
Proceedings of the Applications of Evolutionary Computation, 2019

Fast DENSER: Efficient Deep NeuroEvolution.
Proceedings of the Genetic Programming - 22nd European Conference, 2019

Breaking the Mould An Evolutionary Quest for Innovation Through Style Change.
Proceedings of the Computational Creativity, 2019

2018
Distinguishing paintings from photographs by complexity estimates.
Neural Computing and Applications, 2018

Using Computer Vision Techniques for Moving Poster Design.
CoRR, 2018

Evotype: Towards the Evolution of Type Stencils.
CoRR, 2018

DENSER: Deep Evolutionary Network Structured Representation.
CoRR, 2018

MixMash: A Visualisation System for Musical Mashup Creation.
Proceedings of the 22nd International Conference Information Visualisation, 2018

Radial Calendar of Consumption.
Proceedings of the 22nd International Conference Information Visualisation, 2018

Consumption as a Rhythm: A Multimodal Experiment on the Representation of Time-Series.
Proceedings of the 22nd International Conference Information Visualisation, 2018

Olhos Music Fest _Branding.
Proceedings of the 22nd International Conference Information Visualisation, 2018

The Many-Faced Plot: Strategy for Automatic Glyph Generation.
Proceedings of the 22nd International Conference Information Visualisation, 2018

Interactive Network Visualization of Gene Expression Time-Series Data.
Proceedings of the 22nd International Conference Information Visualisation, 2018

Generation of Aesthetic Emotions guided by Perceptual Features.
Proceedings of the Ninth International Conference on Computational Creativity, 2018

Computational Creative Experiments in the Development of Visual Identities.
Proceedings of the Ninth International Conference on Computational Creativity, 2018

How Shell and Horn make a Unicorn: Experimenting with Visual Blending in Emoji.
Proceedings of the Ninth International Conference on Computational Creativity, 2018

Towards Partially Automatic Search of Edge Bundling Parameters.
Proceedings of the Computational Intelligence in Music, Sound, Art and Design, 2018

Evotype: Towards the Evolution of Type Stencils.
Proceedings of the Computational Intelligence in Music, Sound, Art and Design, 2018

Evolving the Topology of Large Scale Deep Neural Networks.
Proceedings of the Genetic Programming - 21st European Conference, 2018

Using GP Is NEAT: Evolving Compositional Pattern Production Functions.
Proceedings of the Genetic Programming - 21st European Conference, 2018

Automatic Evolution of AutoEncoders for Compressed Representations.
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

Using Image Schemas in the Visual Representation of Concepts.
Proceedings of the Joint Proceedings of the Workshops C3GI: The 7th International Workshop on Computational Creativity, 2018

Interactive Evolution of Swarms for the Visualisation of Consumptions.
Proceedings of the Interactivity, Game Creation, Design, Learning, and Innovation, 2018

Evolving Virtual Ecology.
Proceedings of the Interactivity, Game Creation, Design, Learning, and Innovation, 2018

Structured Grammatical Evolution: A Dynamic Approach.
Proceedings of the Handbook of Grammatical Evolution, 2018

2017
Generation of concept-representative symbols.
CoRR, 2017

A Pig, an Angel and a Cactus Walk Into a Blender: A Descriptive Approach to Visual Blending.
CoRR, 2017

Towards the Evolution of Multi-Layered Neural Networks: A Dynamic Structured Grammatical Evolution Approach.
CoRR, 2017

An artificial neural networks approach for assessment treatment response in oncological patients using PET/CT images.
BMC Medical Imaging, 2017

Image descriptors in radiology images: a systematic review.
Artif. Intell. Rev., 2017

A Pig, an Angel and a Cactus Walk Into a Blender: A Descriptive Approach to Visual Blending.
Proceedings of the Eighth International Conference on Computational Creativity, 2017

On the role of aesthetics in genetic algorithms applied to graph drawing.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017

EvoFashion: Customising Fashion Through Evolution.
Proceedings of the Computational Intelligence in Music, Sound, Art and Design, 2017

Automatic generation of neural networks with structured Grammatical Evolution.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

2016
Pulsing Blood Vessels: A Figurative Approach to Traffic Visualization.
IEEE Computer Graphics and Applications, 2016

Hexagonal gridded maps and information layers: a novel approach for the exploration and analysis of retail data.
Proceedings of the SIGGRAPH ASIA 2016, Macao, December 5-8, 2016, 2016

X-Faces: The eXploit Is Out There.
Proceedings of the Seventh International Conference on Computational Creativity, UPMC, Paris, France, June 27, 2016

Swarm-Based Edge Bundling Applied to Flow Mapping.
Proceedings of the Computer Vision, Imaging and Computer Graphics Theory and Applications, 2016

Flow Map of Products Transported among Warehouses and Supermarkets.
Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2016), 2016

Iso-edges for the Geovisualization of Consumptions.
Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2016), 2016

Evotype: From Shapes to Glyphs.
Proceedings of the 2016 on Genetic and Evolutionary Computation Conference, Denver, CO, USA, July 20, 2016

Fitness and Novelty in Evolutionary Art.
Proceedings of the Evolutionary and Biologically Inspired Music, Sound, Art and Design, 2016

Evolving L-Systems with Musical Notes.
Proceedings of the Evolutionary and Biologically Inspired Music, Sound, Art and Design, 2016

TypeAdviser: a type design aiding-tool.
Proceedings of the Workshop on Computational Creativity, 2016

2015
Graph-Based Evolutionary Art.
Proceedings of the Handbook of Genetic Programming Applications, 2015

Mate Choice in Evolutionary Computation.
Proceedings of the Handbook of Genetic Programming Applications, 2015

Island models for cluster geometry optimization: how design options impact effectiveness and diversity.
J. Global Optimization, 2015

Evolving assemblages.
IJART, 2015

Contiguous Animated Edge-Based Cartograms for Traffic Visualization.
IEEE Computer Graphics and Applications, 2015

Ant- and Ant-Colony-Inspired ALife Visual Art.
Artificial Life, 2015

Evolving ambiguous images.
AI Matters, 2015

Evolving Ambiguous Images.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Swarm Systems in the Visualization of Consumption Patterns.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Evolving Families of Shapes.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

A Distributed Approach to Computational Creativity.
Proceedings of the Intelligent Distributed Computing IX - Proceedings of the 9th International Symposium on Intelligent Distributed Computing, 2015

Generation of Concept-Representative Symbols.
Proceedings of the Workshop Proceedings from The Twenty-Third International Conference on Case-Based Reasoning (ICCBR 2015), 2015

Arc and Swarm-based Representations of Customer's Flows among Supermarkets.
Proceedings of the IVAPP 2015, 2015

Time-series Application on Big Data - Visualization of Consumption in Supermarkets.
Proceedings of the IVAPP 2015, 2015

ELICIT: Evolutionary Computation Visualization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015

Evotype: Evolutionary Type Design.
Proceedings of the Evolutionary and Biologically Inspired Music, Sound, Art and Design, 2015

Sound Visualization Through a Swarm of Fireflies.
Proceedings of the Progress in Artificial Intelligence, 2015

Incorporation of Emotions in the Orphibs' Agent Architecture.
Proceedings of the Thirteenth European Conference Artificial Life, 2015

Understanding Urban Land Use through the Visualization of Points of Interest.
Proceedings of the Fourth Workshop on Vision and Language, 2015

2014
A Genetic Algorithms Approach for Inverse Shortest Path Length Problems.
IJNCR, 2014

An Inverted Ant Colony Optimization approach to traffic.
Eng. Appl. of AI, 2014

Semantic aware methods for evolutionary art.
Proceedings of the Genetic and Evolutionary Computation Conference, 2014

An Interface for Fitness Function Design.
Proceedings of the Evolutionary and Biologically Inspired Music, Sound, Art and Design, 2014

2013
Guest editorial: special issue on biologically inspired music, sound, art and design.
Genetic Programming and Evolvable Machines, 2013

Visualizing urban mobility.
Proceedings of the Special Interest Group on Computer Graphics and Interactive Techniques Conference, 2013

The garden of virtual delights: virtual fauna for a botanical garden.
Proceedings of the Special Interest Group on Computer Graphics and Interactive Techniques Conference, 2013

Visualizing the flow of users on a wireless network.
Proceedings of the Special Interest Group on Computer Graphics and Interactive Techniques Conference, 2013

Musical flocks.
Proceedings of the Special Interest Group on Computer Graphics and Interactive Techniques Conference, 2013

Fitness Functions for Ant Colony Paintings.
Proceedings of the Fourth International Conference on Computational Creativity, 2013

Evolving Figurative Images Using Expression-Based Evolutionary Art.
Proceedings of the Fourth International Conference on Computational Creativity, 2013

Self-adaptive mate choice for cluster geometry optimization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Feature Selection and Novelty in Computational Aesthetics.
Proceedings of the Evolutionary and Biologically Inspired Music, Sound, Art and Design, 2013

A self-adaptive Mate Choice model for Symbolic Regression.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

2012
Graphic narratives: generative book covers.
Proceedings of the International Conference on Computer Graphics and Interactive Techniques, 2012

Photogrowth: non-photorealistic renderings through ant paintings.
Proceedings of the Genetic and Evolutionary Computation Conference, 2012

Improving haar cascade classifiers through the synthesis of new training examples.
Proceedings of the Genetic and Evolutionary Computation Conference, 2012

Expression-Based Evolution of Faces.
Proceedings of the Evolutionary and Biologically Inspired Music, Sound, Art and Design, 2012

Improving Face Detection.
Proceedings of the Genetic Programming - 15th European Conference, 2012

Enhancing cluster geometry optimization with Island Models.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012

2011
Generative Storytelling for Information Visualization.
IEEE Computer Graphics and Applications, 2011

Abstract ocean waves.
Proceedings of the International Conference on Computer Graphics and Interactive Techniques, 2011

Visualizing the circulatory problems of Lisbon.
Proceedings of the International Conference on Computer Graphics and Interactive Techniques, 2011

Aesthetic Classification and Sorting Based on Image Compression.
Proceedings of the Applications of Evolutionary Computation, 2011

Evolving Fitness Functions for Mating Selection.
Proceedings of the Genetic Programming - 14th European Conference, 2011

2010
Visualizing empires decline.
Proceedings of the International Conference on Computer Graphics and Interactive Techniques, 2010

A Step Towards the Evolution of Visual Languages.
Proceedings of the International Conference on Computational Creativity, 2010

Graph-Based Evolution of Visual Languages.
Proceedings of the Applications of Evolutionary Computation, 2010

2009
Simulating Artist and Critic Dynamics - An Agent-based Application of an Evolutionary Art System.
Proceedings of the IJCCI 2009, 2009

On the Socialization of Evolutionary Art.
Proceedings of the Applications of Evolutionary Computing, 2009

2008
Experiments in Computational Aesthetics.
Proceedings of the Art of Artificial Evolution: A Handbook on Evolutionary Art and Music, 2008

Evolutionary Pointillist Modules: Evolving Assemblages of 3D Objects.
Proceedings of the Applications of Evolutionary Computing, 2008

2007
On the development of evolutionary artificial artists.
Computers & Graphics, 2007

A Corpus-Based Hybrid Approach to Music Analysis and Composition.
Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007

2006
Preface.
International Journal on Artificial Intelligence Tools, 2006

2005
Partially Interactive Evolutionary Artists.
New Generation Comput., 2005

Zipf's Law, Music Classification, and Aesthetics.
Computer Music Journal, 2005

Artificial Inmune System Based Art.
Proceedings of the Eighteenth International Florida Artificial Intelligence Research Society Conference, 2005

Developing Fitness Functions for Pleasant Music: Zipf's Law and Interactive Evolution Systems.
Proceedings of the Applications of Evolutionary Computing, 2005

2004
Adaptive Critics for Evolutionary Artists.
Proceedings of the Applications of Evolutionary Computing, 2004

On the Evolution of Evolutionary Algorithms.
Proceedings of the Genetic Programming, 7th European Conference, 2004

2003
On the Influence of GVR in Vehicle Routing.
Proceedings of the 2003 ACM Symposium on Applied Computing (SAC), 2003

On the Development of Critics in Evolutionary Computation Artists.
Proceedings of the Applications of Evolutionary Computing, 2003

Computational Creativity.
Proceedings of the Progress in Artificial Intelligence, 2003

2002
All the Truth About NEvAr.
Appl. Intell., 2002

Vehicle Routing Problem: Doing It The Evolutionary Way.
Proceedings of the GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, 2002

GVR: A New Genetic Representation for the Vehicle Routing Problem.
Proceedings of the Artificial Intelligence and Cognitive Science, 2002

2001
An Architecture for Hybrid Creative Reasoning.
Proceedings of the Soft Computing in Case Based Reasoning, 2001

2000
Probabilistic Evolution and the Busy Beaver Problem.
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '00), 2000

1999
Busy Beaver - The Influence of Representation.
Proceedings of the Genetic Programming, 1999

1998
Darwinci: Creating Bridges to Creativity.
Proceedings of the Advances in Artificial Intelligence, 1998

Computing Aethetics.
Proceedings of the Advances in Artificial Intelligence, 1998

1995
On the Role of Splitting and Merging Past Cases for Generation of a New Solution.
Proceedings of the Progress in Artificial Intelligence, 1995


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