EVO*2021: EVOSTAR

A
Abu Khurma, Ruba	Salp Swarm Optimization Search Based Feature Selection for Enhanced Phishing Websites Detection
Adrian, Benedikt	A Fusion of Deep and Shallow Learning to Predict Genres Based on Instrument and Timbre Features
Agresta, Antonio	Evolutionary Algorithms for Roughness Coefficient Estimation in River Flow Analyses
Aguirre, Hernán	Decomposition-based Multi-objective Landscape Features and Automated Algorithm Selection
Alba, Enrique	Improving Search Efficiency and Diversity of Solutions in Multiobjective Binary Optimization by Using Metaheuristics plus Integer Linear Programming Hybridization of Racing Methods with Evolutionary Operators for Simulation Optimization of Traffic Lights Programs
Aleixo, Luís	From Music to Image, a Computational Creativity Approach
Alexander, Ororbia	Continuous Ant-Based Neural Topology Search
Aljarah, Ibrahim	Salp Swarm Optimization Search Based Feature Selection for Enhanced Phishing Websites Detection
Allmendinger, Richard	Multi-objective workforce allocation in construction projects A multi-objective multi-type facility location problem for the delivery of personalised medicine
Amaral, Jorge	Towards incorporating Human Knowledge in Fuzzy Pattern Tree Evolution
Andreae, Peter	Evolving Character-Level DenseNet Architectures using Genetic Programming
Arevalo, Camilo	Auralization of three-dimensional cellular automata
Avramescu, Andreea	A multi-objective multi-type facility location problem for the delivery of personalised medicine
B
Baeta, Francisco	TensorGP - Genetic Programming Engine in TensorFlow
Baia, Alina-Elena	Effective Universal Unrestricted Adversarial Attacks using a MOE Approach
Baioletti, Marco	Evolutionary Algorithms for Roughness Coefficient Estimation in River Flow Analyses A Novel Ant Colony Optimization Strategy for the Quantum Circuit Compilation Problem
Banar, Berker	Generating Music with Extreme Passages using GPT-2
Barbosa, Helio José Corrêa	Evaluating Models with Dynamic Sampling Holdout
Bartz-Beielstein, Thomas	Bayesian Networks for Mood Prediction Using Unobstrusive Ecological Momentary Assesments
Basset, Michel	Hybrid Heuristic and Metaheuristic for Solving Electric Vehicle Charging Scheduling Problem
Bechikh, Slim	Software Anti-patterns Detection under Uncertainty using a Possibilistic Evolutionary Approach
Ben Said, Lamjed	Software Anti-patterns Detection under Uncertainty using a Possibilistic Evolutionary Approach
Berg Palm, Rasmus	EvoCraft: A New Challenge for Open-Endedness
Bernardes, Gilberto	SyVMO: Synchronous Variable Markov Oracle for modeling and predicting multi-part musical structures dependencies
Bernardet, Ulysses	Axial Generation: A Concretism-inspired Method for Synthesizing Highly Varied Artworks
Besada-Portas, Eva	EA-based ASV Trajectory Planner for Pollution Detection in Lentic Waters
Birattari, Mauro	Automatic Modular Design of Behavior Trees for Robot Swarms with Communication Capabilites
Biscarini, Chiara	Evolutionary Algorithms for Roughness Coefficient Estimation in River Flow Analyses
Boisvert, Stephen	Quality Diversity Genetic Programming for Learning Decision Tree Ensembles
Boutaib, Sofien	Software Anti-patterns Detection under Uncertainty using a Possibilistic Evolutionary Approach
Braga, Francisco	Sculpture Inspired Musical Composition, One Possible Approach
Broad, Terence	Network Bending: Expressive Manipulation of Deep Generative Models
Brotto Rebuli, Karina	Progressive Insular Cooperative GP
Browne, Will	Lateralized Approach for Robustness Against Attacks in Emotion Categorization from Images
Bryan-Kinns, Nick	“What is human?” A Turing Test for artistic creativity.
Bäck, Thomas	Tabu-driven Quantum Neighborhood Samplers
Büttner, Johannes	Playing with Dynamic Systems - Battling Swarms in Virtual Reality
C
Calandra, Henri	Tabu-driven Quantum Neighborhood Samplers
Caldwell, Jamie	Deep Optimisation: Multi-Scale Evolution by Inducing and Searching in Deep Representations
Carazo-Barbero, Gonzalo	EA-based ASV Trajectory Planner for Pollution Detection in Lentic Waters
Cardoso, Rui	WILDA: Wide Learning of Diverse Architectures for Classification of Large Datasets
Carvalho, Nádia	SyVMO: Synchronous Variable Markov Oracle for modeling and predicting multi-part musical structures dependencies
Castellanos, Carlos	Beauty: A Machine-Microbial Artwork
Castillo, Pedro A.	Salp Swarm Optimization Search Based Feature Selection for Enhanced Phishing Websites Detection
Chen, Ailin	Identification of Pure Painting Pigment using Machine Learning algorithms
Chicano, Francisco	Improving Search Efficiency and Diversity of Solutions in Multiobjective Binary Optimization by Using Metaheuristics plus Integer Linear Programming
Christopher, Jabez	Parameter tuning for wavelet-based sound event detection using Neural Networks
Cintrano, Christian	Hybridization of Racing Methods with Evolutionary Operators for Simulation Optimization of Traffic Lights Programs
Collins, Tom	"A Good Algorithm Does Not Steal - It Imitates": The Originality Report as a Means of Measuring When a Music Generation Algorithm Copies Too Much
Colomine, Feijoo	Sensitivity to Partial Lamarckism in a Memetic Algorithm for Constrained Portfolio Optimization
Colton, Simon	Evolving Neural Style Transfer Blends CLIP-Guided GAN Image Generation: An Artistic Exploration Generating Music with Extreme Passages using GPT-2
Correia, João	TensorGP - Genetic Programming Engine in TensorFlow Evolving Image Enhancement Pipelines Demonstrating the Evolution of GANs through t-SNE
Correia, João	Combining Multi-objective Evolutionary Algorithms with deep generative models towards focused molecular design
Correia, Nuno	From Music to Image, a Computational Creativity Approach
Cosson, Raphaël	Decomposition-based Multi-objective Landscape Features and Automated Algorithm Selection
Costa, Victor	Demonstrating the Evolution of GANs through t-SNE
Cotta Porras, Carlos	Quantum fitness sharing in memetic algorithms for level design in Metroidvania games Sensitivity to Partial Lamarckism in a Memetic Algorithm for Constrained Portfolio Optimization
Cruz Gambardella, Camilo	The Enigma of Complexity
D
Daniele, Antonio	“What is human?” A Turing Test for artistic creativity.
Daoutis, Marios	Distributed species-based genetic algorithm for reinforcement learning problems
De Stefano, Claudio	A novel evolutionary approach for IoT-based water contaminant detection
DeHaan, Kristian K.	A Multi-Objective Evolutionary Algorithm Approach for Optimizing Part Quality Aware Assembly Job Shop Scheduling Problems
Delarosa, Omar	Mixed-Initiative Level Design with RL Brush
Delgado, Myriam	Flowshop NEH-based heuristic recommendation
Derbel, Bilel	Decomposition-based Multi-objective Landscape Features and Automated Algorithm Selection
Dervakos, Edmund	Genre Recognition from Symbolic Music with CNNs
Desell, Travis	An Experimental Study on the Effects of Weight Initialization and Weight Inheritance on Neuroevolution Improving Neuroevolution Using Island Extinction and Repopulation Continuous Ant-Based Neural Topology Search
Di Bari, Gabriele	Effective Universal Unrestricted Adversarial Attacks using a MOE Approach
Di Bernardi Luft, Caroline	“What is human?” A Turing Test for artistic creativity.
Diblasi, Johnny	Beauty: A Machine-Microbial Artwork
Doerr, Benjamin	Towards Explainable Exploratory Landscape Analysis: Extreme Feature Selection for Classifying BBOB Functions
Doerr, Carola	Towards Feature-Based Performance Regression Using Trajectory Data MATE: A Model-based Algorithm Tuning Engine Towards Explainable Exploratory Landscape Analysis: Extreme Feature Selection for Classifying BBOB Functions
Domínguez Ríos, Miguel Ángel	Improving Search Efficiency and Diversity of Solutions in Multiobjective Binary Optimization by Using Metaheuristics plus Integer Linear Programming
Dong, Hang	Mixed-Initiative Level Design with RL Brush
Dorn, Marcio	Evaluating the Success-History based Adaptive Differential Evolution in the Protein Structure Prediction problem
Dreo, Johann	Towards Explainable Exploratory Landscape Analysis: Extreme Feature Selection for Classifying BBOB Functions
Dunjko, Vedran	Tabu-driven Quantum Neighborhood Samplers
E
Easton, Edward	Axial Generation: A Concretism-inspired Method for Synthesizing Highly Varied Artworks
Eddin Sabri, Khair	Salp Swarm Optimization Search Based Feature Selection for Enhanced Phishing Websites Detection
Eftimov, Tome	Towards Feature-Based Performance Regression Using Trajectory Data
Eiben, A.E.	Bayesian Networks for Mood Prediction Using Unobstrusive Ecological Momentary Assesments
Eisenbarth, Hedwig	Lateralized Approach for Robustness Against Attacks in Emotion Categorization from Images
Ekart, Aniko	Axial Generation: A Concretism-inspired Method for Synthesizing Highly Varied Artworks
Ekern, Erlend Gjesteland	Interactive, Efficient and Creative Image Generation Using Compositional Pattern-Producing Networks
El Yafrani, Mohamed	MATE: A Model-based Algorithm Tuning Engine
Elarbi, Maha	Software Anti-patterns Detection under Uncertainty using a Possibilistic Evolutionary Approach
Ellefsen, Kai Olav	Co-optimising Robot Morphology and Controller in a Simulated Open-ended Environment
Elsaid, Abdelrahman	An Experimental Study on the Effects of Weight Initialization and Weight Inheritance on Neuroevolution Improving Neuroevolution Using Island Extinction and Repopulation Continuous Ant-Based Neural Topology Search
Evangelista, Lucas	Short-term effects of weight initialization functions in Deep NeuroEvolution
Everson, Richard	Optimising diversity in classifier ensembles of classification trees
F
Ferigo, Andrea	Beyond Body Shape and Brain: Evolving the Sensory Apparatus of Voxel-based Soft Robots
Fernández Leiva, Antonio J.	Quantum fitness sharing in memetic algorithms for level design in Metroidvania games Sensitivity to Partial Lamarckism in a Memetic Algorithm for Constrained Portfolio Optimization
Fernández Serrano, Ricardo	Estimation of Grain-level Residual Stresses in a Quenched Cylindrical Sample of Aluminum Alloy AA5083 using Genetic Programming
Ferrer, Javier	Hybridization of Racing Methods with Evolutionary Operators for Simulation Optimization of Traffic Lights Programs
Ferrigno, Luigi	A novel evolutionary approach for IoT-based water contaminant detection
Fieldsend, Jonathan	Optimising diversity in classifier ensembles of classification trees
Fontanella, Francesco	A novel evolutionary approach for IoT-based water contaminant detection
Franks, Dan	Utilizing the Untapped Potential of IndirectEncoding for Neural Networks with MetaLearning
G
Gambäck, Björn	Interactive, Efficient and Creative Image Generation Using Compositional Pattern-Producing Networks
Gao, Xiaoying	Evolving Character-Level DenseNet Architectures using Genetic Programming
Garcia Valdez, Mario	Event-driven multi-algorithm optimization: mixing Swarm and Evolutionary strategies
Garnica, Oscar	Estimation of Grain-level Residual Stresses in a Quenched Cylindrical Sample of Aluminum Alloy AA5083 using Genetic Programming
Gawande, Kiran	Raga Recognition in Indian Classical Music using Deep Learning
Gerevini, Luca	A novel evolutionary approach for IoT-based water contaminant detection
Giusti, Rafael	Short-term effects of weight initialization functions in Deep NeuroEvolution
Glanois, Claire	EvoCraft: A New Challenge for Open-Endedness
Glette, Kyrre	Co-optimising Robot Morphology and Controller in a Simulated Open-ended Environment On Restricting Real-Valued Genotypes in Evolutionary Algorithms
González Doncel, Gaspar	Estimation of Grain-level Residual Stresses in a Quenched Cylindrical Sample of Aluminum Alloy AA5083 using Genetic Programming
González-Gallardo, Sandra	Desirable Objective Ranges in Preference-based Evolutionary Multiobjective Optimization
Gonçalves Moreira, João Pedro	Evolving allocation rules for beam search heuristics in assembly line balancing
Granitzer, Michael	Evofficient: Reproducing a Cartesian Genetic Programming Method
Grbic, Djordje	EvoCraft: A New Challenge for Open-Endedness
Grierson, Mick	Network Bending: Expressive Manipulation of Deep Generative Models
Guldan, Eric	Chord Embeddings: Analyzing What They Capture and Their Role for Next Chord Prediction and Artist Attribute Prediction
Gutierrez, Alvaro	Quantum fitness sharing in memetic algorithms for level design in Metroidvania games
H
Hart, Emma	WILDA: Wide Learning of Diverse Architectures for Classification of Large Datasets Automated, Explainable Rule Extraction from MAP-Elites archives
Hemberg, Erik	Getting a Head Start on Program Synthesis with Genetic Programming
Hidalgo Pérez, Jose Ignacio	Estimation of Grain-level Residual Stresses in a Quenched Cylindrical Sample of Aluminum Alloy AA5083 using Genetic Programming
Hoehl, Silke	Automated, Explainable Rule Extraction from MAP-Elites archives
Holm, Asta L.	Modelling Asthma Patients Responsiveness to Treatment Using Feature Selection and Evolutionary Computation
Horibe, Kazuya	Regenerating Soft Robots through Neural Cellular Automata
Hung, Chih-Cheng	Software Anti-patterns Detection under Uncertainty using a Possibilistic Evolutionary Approach
Hähner, Jörg	An Artificial Immune System for Black Box Test Case Selection Transfer Learning for Automated Test Case Prioritization using XCSF
I
Iacca, Giovanni	Beyond Body Shape and Brain: Evolving the Sensory Apparatus of Voxel-based Soft Robots
Idoumghar, Lhassane	Hybrid Heuristic and Metaheuristic for Solving Electric Vehicle Charging Scheduling Problem
Iskandar, Andrew	Multi-objective workforce allocation in construction projects
Ivascu, Carina	Optimising diversity in classifier ensembles of classification trees
J
Jagtap, Nikhil	Raga Recognition in Indian Classical Music using Deep Learning
Jankovic, Anja	Towards Feature-Based Performance Regression Using Trajectory Data
Javaheri Javid, Mohammad Ali	Aesthetic Evaluation of Cellular Automata Configurations using Spatial Complexity and Kolmogorov Complexity
Jesus, Rui	Identification of Pure Painting Pigment using Machine Learning algorithms
Johnson, Colin	Creating a Digital Mirror of Creative Practice
K
Kajihara, Sho	Generating Duplex Routes for Robust Bus Transport Network by Improved Multi-objective Evolutionary Algorithm based on Decomposition
Kambhatla, Gauri	Chord Embeddings: Analyzing What They Capture and Their Role for Next Chord Prediction and Artist Attribute Prediction
Kariyado, Yuta	Auralization of three-dimensional cellular automata
Karns, Joshua	An Experimental Study on the Effects of Weight Initialization and Weight Inheritance on Neuroevolution Improving Neuroevolution Using Island Extinction and Repopulation Continuous Ant-Based Neural Topology Search
Katona, Adam	Utilizing the Untapped Potential of IndirectEncoding for Neural Networks with MetaLearning
Kessaci, Marie-Éléonore	Flowshop NEH-based heuristic recommendation
Khalifa, Ahmed	Mixed-Initiative Level Design with RL Brush
Knowles, Joshua	Deep Optimisation: Multi-Scale Evolution by Inducing and Searching in Deep Representations
Koch, Marcel	A Multi-Objective Evolutionary Approach to Identify Relevant Audio Features for Music Segmentation
Koike, Hideki	SerumRNN: A White-box Audio VST Effect Programming System
Korovin, Iakov	RDE-OP:A Region-based Differential Evolution Algorithm Incorporation Opposition-Based Learning for Optimising the Learning Process of Multi-Layer Neural Networks
Kotsani, Natalia	Genre Recognition from Symbolic Music with CNNs
Kraneveld, Aletta D.	Modelling Asthma Patients Responsiveness to Treatment Using Feature Selection and Evolutionary Computation
Kronberger, Gabriel	Estimation of Grain-level Residual Stresses in a Quenched Cylindrical Sample of Aluminum Alloy AA5083 using Genetic Programming
Kshirsagar, Meghana	Using a bio-inspired model to facilitate the ecosystem of data sharing in smart healthcare
Kubacki, Filip	Deep Optimisation: Multi-Scale Evolution by Inducing and Searching in Deep Representations
Kuckling, Jonas	Automatic Modular Design of Behavior Trees for Robot Swarms with Communication Capabilites
Kummerfeld, Jonathan K.	Chord Embeddings: Analyzing What They Capture and Their Role for Next Chord Prediction and Artist Attribute Prediction
Kurka, David	WILDA: Wide Learning of Diverse Architectures for Classification of Large Datasets
Kuzmic, Jurij	A Fusion of Deep and Shallow Learning to Predict Genres Based on Instrument and Timbre Features
L
Lahnala, Allison	Chord Embeddings: Analyzing What They Capture and Their Role for Next Chord Prediction and Artist Attribute Prediction
Langdon, W B	Incremental Evaluation of Genetic Programming
Larcher Junior, Celio Henrique Nogueira	Evaluating Models with Dynamic Sampling Holdout
Le, Hoang Thanh	An Improvement Heuristic Based on Variable Neighborhood Search for a Dynamic Orienteering Problem
Lengler, Johannes	Runtime analysis of the (mu+1)-EA on the Dynamic BinVal function
Lensen, Andrew	Mining Feature Relationships in Data
Lewis, Rhyd	A Heuristic Algorithm for School Bus Routing with Bus Stop Selection
Leymarie, Frederic Fol	Network Bending: Expressive Manipulation of Deep Generative Models
Liang, Jing	Improved Crowding Distance in Multi-objective Optimization for Feature Selection in Classification
Liefooghe, Arnaud	Decomposition-based Multi-objective Landscape Features and Automated Algorithm Selection
Lomas, Andy	The Enigma of Complexity
Londt, Trevor	Evolving Character-Level DenseNet Architectures using Genetic Programming
Lopez, Alejandro	Modelling Asthma Patients Responsiveness to Treatment Using Feature Selection and Evolutionary Computation
Lourenço, Nuno	Utilizing the Untapped Potential of IndirectEncoding for Neural Networks with MetaLearning Demonstrating the Evolution of GANs through t-SNE Probabilistic Grammatical Evolution
Luque, Mariano	Desirable Objective Ranges in Preference-based Evolutionary Multiobjective Optimization
Lyu, Zimeng	An Experimental Study on the Effects of Weight Initialization and Weight Inheritance on Neuroevolution Improving Neuroevolution Using Island Extinction and Repopulation Continuous Ant-Based Neural Topology Search
López Orozco, José Antonio	EA-based ASV Trajectory Planner for Pollution Detection in Lentic Waters
López-Ibáñez, Manuel	Hybridization of Racing Methods with Evolutionary Operators for Simulation Optimization of Traffic Lights Programs A multi-objective multi-type facility location problem for the delivery of personalised medicine
M
Machado, Penousal	TensorGP - Genetic Programming Engine in TensorFlow Evolving Image Enhancement Pipelines Utilizing the Untapped Potential of IndirectEncoding for Neural Networks with MetaLearning Demonstrating the Evolution of GANs through t-SNE Probabilistic Grammatical Evolution
Marchetti, Francesco	Convolutional Generative Adversarial Network, via Transfer Learning, for Traditional Scottish Music Generation Inclusive Genetic Programming
Martin, Charles P.	Exploring the Effect of Sampling Strategy on Movement Generation with Generative Neural Networks An Application for Evolutionary Music Composition using Autoencoders
Martins, Tiago	TensorGP - Genetic Programming Engine in TensorFlow
McArthur, Robert Neil	An Application for Evolutionary Music Composition using Autoencoders
McCormack, Jon	The Enigma of Complexity
McGehee, Andrew J.	EDM-DRL: Toward Stable Reinforcement Learning through Ensembled Directed Mutation
Medvet, Eric	Beyond Body Shape and Brain: Evolving the Sensory Apparatus of Voxel-based Soft Robots
Mendiburu, Alexander	Exploring the automatic design of U-Nets applied to segmentation problems
Merelo, Jj	Event-driven multi-algorithm optimization: mixing Swarm and Evolutionary strategies
Merz, Christian	Playing with Dynamic Systems - Battling Swarms in Virtual Reality
Metcalf, Renee	Modelling Asthma Patients Responsiveness to Treatment Using Feature Selection and Evolutionary Computation
Middendorf, Martin	An Improvement Heuristic Based on Variable Neighborhood Search for a Dynamic Orienteering Problem
Mihail, Radu	3D-2D Registration using X-ray Simulation and CMA-ES
Mihalcea, Rada	Chord Embeddings: Analyzing What They Capture and Their Role for Next Chord Prediction and Artist Attribute Prediction
Milani, Alfredo	Evolutionary Algorithms for Roughness Coefficient Estimation in River Flow Analyses
Millán García, Laura	Estimation of Grain-level Residual Stresses in a Quenched Cylindrical Sample of Aluminum Alloy AA5083 using Genetic Programming
Minisci, Edmondo	Convolutional Generative Adversarial Network, via Transfer Learning, for Traditional Scottish Music Generation Inclusive Genetic Programming
Minnehan, Gillian	Chord Embeddings: Analyzing What They Capture and Their Role for Next Chord Prediction and Artist Attribute Prediction
Mitcheltree, Christopher	SerumRNN: A White-box Audio VST Effect Programming System
Mkaouer, Mohamed Wiem	An Experimental Study on the Effects of Weight Initialization and Weight Inheritance on Neuroevolution Improving Neuroevolution Using Island Extinction and Repopulation
Molinara, Mario	A novel evolutionary approach for IoT-based water contaminant detection
Mora, Antonio	A Profile-Based ‘GrEvolutionary’ Hearthstone Agent
Mota Dias, Douglas	Evolution of Complex Combinational Logic Circuits Using Grammatical Evolution with SystemVerilog Towards incorporating Human Knowledge in Fuzzy Pattern Tree Evolution
Mousavirad, Seyed Jalaleddin	RDE-OP:A Region-based Differential Evolution Algorithm Incorporation Opposition-Based Learning for Optimising the Learning Process of Multi-Layer Neural Networks
Moussa, Charles	Tabu-driven Quantum Neighborhood Samplers
Mrazek, Vojtech	Evolutionary Neural Architecture Search Supporting Approximate Multipliers
Murphy, Aidan	Towards incorporating Human Knowledge in Fuzzy Pattern Tree Evolution
Murphy, Grainne	Towards incorporating Human Knowledge in Fuzzy Pattern Tree Evolution
Mégane, Jessica	Probabilistic Grammatical Evolution
Müller, Meinard	A Multi-Objective Evolutionary Approach to Identify Relevant Audio Features for Music Segmentation
N
Najarro, Elias	EvoCraft: A New Challenge for Open-Endedness
Naredo, Enrique	Towards incorporating Human Knowledge in Fuzzy Pattern Tree Evolution
Narloch, Pedro	Evaluating the Success-History based Adaptive Differential Evolution in the Protein Structure Prediction problem
Neri, Ferrante	Adaptive Covariance Pattern Search
Nguyen, Dennis	Evolutionary Planning in Latent Space
Nielsen, Peter	MATE: A Model-based Algorithm Tuning Engine
Nikou, Alexandros	Distributed species-based genetic algorithm for reinforcement learning problems
Noor, Md Asaduzzaman	Evolutionary Grain-Mixing to Improve Profitability in Farming Winter Wheat
Nordmoen, Jørgen	On Restricting Real-Valued Genotypes in Evolutionary Algorithms
Nygaard, Tønnes Frostad	On Restricting Real-Valued Genotypes in Evolutionary Algorithms
Nymoen, Kristian	Exploring the Effect of Sampling Strategy on Movement Generation with Generative Neural Networks
O
O'Reilly, Unamay	Getting a Head Start on Program Synthesis with Genetic Programming
Ochoa, Gabriela	A NEAT Visualisation of Neuroevolution Trajectories
Oddi, Angelo	A Novel Ant Colony Optimization Strategy for the Quantum Circuit Compilation Problem
Olesen, Thor	Evolutionary Planning in Latent Space
Oliva, Diego	RDE-OP:A Region-based Differential Evolution Algorithm Incorporation Opposition-Based Learning for Optimising the Learning Process of Multi-Layer Neural Networks
Oulamara, Ammar	Hybrid Heuristic and Metaheuristic for Solving Electric Vehicle Charging Scheduling Problem
P
Palm, Rasmus Berg	Evolutionary Planning in Latent Space
Parque, Victor	On Hybrid Heuristics for Steiner Trees on the Plane with Obstacles
Pasquier, Philippe	Beauty: A Machine-Microbial Artwork
Pavelski, Lucas M.	Flowshop NEH-based heuristic recommendation
Peng, Jiajun	Chord Embeddings: Analyzing What They Capture and Their Role for Next Chord Prediction and Artist Attribute Prediction
Pereira, Vítor	Combining Multi-objective Evolutionary Algorithms with deep generative models towards focused molecular design
Perez-Pardo, Paula	Modelling Asthma Patients Responsiveness to Treatment Using Feature Selection and Evolutionary Computation
Pinos, Michal	Evolutionary Neural Architecture Search Supporting Approximate Multipliers
Pinto, H. Sofia	Sculpture Inspired Musical Composition, One Possible Approach From Music to Image, a Computational Creativity Approach
Pitt, Jeremy	WILDA: Wide Learning of Diverse Architectures for Classification of Large Datasets
Plötz, Per-Arno	Real Time Optimisation of Traffic Signals to Prioritise Public Transport
Poggioni, Valentina	Effective Universal Unrestricted Adversarial Attacks using a MOE Approach
Powell, Cheyenne	Convolutional Generative Adversarial Network, via Transfer Learning, for Traditional Scottish Music Generation
Pozo, Aurora	Exploring the automatic design of U-Nets applied to segmentation problems
Prince, Michael H.	EDM-DRL: Toward Stable Reinforcement Learning through Ensembled Directed Mutation A Multi-Objective Evolutionary Algorithm Approach for Optimizing Part Quality Aware Assembly Job Shop Scheduling Problems
Pätzel, David	Transfer Learning for Automated Test Case Prioritization using XCSF
R
Raies, Yasin	A Swarm Grammar-Based Approach to Virtual World Generation
Rajabi, Amirhossein	Stagnation Detection with Randomized Local Search
Rasconi, Riccardo	A Novel Ant Colony Optimization Strategy for the Quantum Circuit Compilation Problem
Raval, Pallav	Parameter tuning for wavelet-based sound event detection using Neural Networks
Rebolledo Coy, Margarita Alejandra	Bayesian Networks for Mood Prediction Using Unobstrusive Ecological Momentary Assesments
Remes de Lima, Ricardo Henrique	Exploring the automatic design of U-Nets applied to segmentation problems
Renau, Quentin	Towards Explainable Exploratory Landscape Analysis: Extreme Feature Selection for Classifying BBOB Functions
Reuben, Federico	"A Good Algorithm Does Not Steal - It Imitates": The Originality Report as a Means of Measuring When a Music Generation Algorithm Copies Too Much
Riccardi, Annalisa	Convolutional Generative Adversarial Network, via Transfer Learning, for Traditional Scottish Music Generation
Richter, Hendrik	EDA-based optimization of blow--off valve positions for centrifugal compressor systems
Riedi, Simone	Runtime analysis of the (mu+1)-EA on the Dynamic BinVal function
Risi, Sebastian	EvoCraft: A New Challenge for Open-Endedness Evolutionary Planning in Latent Space Regenerating Soft Robots through Neural Cellular Automata
Ritt, Marcus	Evolving allocation rules for beam search heuristics in assembly line balancing
Rocha, Miguel	Combining Multi-objective Evolutionary Algorithms with deep generative models towards focused molecular design
Rodriguez-Fernandez, Nereida	Evolving Image Enhancement Pipelines
Romero, Alejandro	A Profile-Based ‘GrEvolutionary’ Hearthstone Agent
Romero, Juan	Evolving Image Enhancement Pipelines
Roozendaal, Daphne S.	Modelling Asthma Patients Responsiveness to Treatment Using Feature Selection and Evolutionary Computation
Rosenbauer, Lukas	An Artificial Immune System for Black Box Test Case Selection Transfer Learning for Automated Test Case Prioritization using XCSF
Ruan, Mindy	Mixed-Initiative Level Design with RL Brush
Ruiz, Ana B.	Desirable Objective Ranges in Preference-based Evolutionary Multiobjective Optimization
Ryan, Conor	Using a bio-inspired model to facilitate the ecosystem of data sharing in smart healthcare Evolution of Complex Combinational Logic Circuits Using Grammatical Evolution with SystemVerilog Towards incorporating Human Knowledge in Fuzzy Pattern Tree Evolution
S
Saborido, Rubén	Desirable Objective Ranges in Preference-based Evolutionary Multiobjective Optimization
Samuelsen, Eivind	On Restricting Real-Valued Genotypes in Evolutionary Algorithms
Sankineni, Preethi	Symmetry Breaking for Voting Mechanisms
Santana, Roberto	Exploring the automatic design of U-Nets applied to segmentation problems
Santucci, Valentino	Evolutionary Algorithms for Roughness Coefficient Estimation in River Flow Analyses
Sarti, Stefano	A NEAT Visualisation of Neuroevolution Trajectories
Sato, Hiroyuki	Generating Duplex Routes for Robust Bus Transport Network by Improved Multi-objective Evolutionary Algorithm based on Decomposition
Schaefer, Gerald	RDE-OP:A Region-based Differential Evolution Algorithm Incorporation Opposition-Based Learning for Optimising the Learning Process of Multi-Layer Neural Networks
Schleifer, Kevin	EDA-based optimization of blow--off valve positions for centrifugal compressor systems
Schulze, Rico	EDA-based optimization of blow--off valve positions for centrifugal compressor systems
Schweim, Dirk	On the Influence of Grammars on Crossover in Grammatical Evolution
Schwenker, Friedhelm	Co-Creative Drawing with One-Shot Generative Models
Sciortino, Monique	A Heuristic Algorithm for School Bus Routing with Bus Stop Selection
Scoczynski, Marcella	MATE: A Model-based Algorithm Tuning Engine
Sekanina, Lukas	Evolutionary Neural Architecture Search Supporting Approximate Multipliers
Seth, Anirudh	Distributed species-based genetic algorithm for reinforcement learning problems
Shah, Devansh	Raga Recognition in Indian Classical Music using Deep Learning
Shehu, Harisu Abdullahi	Lateralized Approach for Robustness Against Attacks in Emotion Categorization from Images
Sheppard, John	Evolutionary Grain-Mixing to Improve Profitability in Farming Winter Wheat Quality Diversity Genetic Programming for Learning Decision Tree Ensembles
Shi, Yuhui	An Improvement Heuristic Based on Variable Neighborhood Search for a Dynamic Orienteering Problem
Siddique, Abubakar	Lateralized Approach for Robustness Against Attacks in Emotion Categorization from Images
Smith, Amy	CLIP-Guided GAN Image Generation: An Artistic Exploration
Sobania, Dominik	On the Generalizability of Programs Synthesized by Grammar-Guided Genetic Programming
Sousa, Tiago	Combining Multi-objective Evolutionary Algorithms with deep generative models towards focused molecular design
Spierenburg, Hilde M.	Modelling Asthma Patients Responsiveness to Treatment Using Feature Selection and Evolutionary Computation
Spindler, Jacob	EDA-based optimization of blow--off valve positions for centrifugal compressor systems
Stamou, Giorgos	Genre Recognition from Symbolic Music with CNNs
Stein, Anthony	An Artificial Immune System for Black Box Test Case Selection On the Effects of Absumption for XCS with Continuous-Valued Inputs Transfer Learning for Automated Test Case Prioritization using XCSF
Stensby, Emma Hjellbrekke	Co-optimising Robot Morphology and Controller in a Simulated Open-ended Environment
Stepney, Susan	"A Good Algorithm Does Not Steal - It Imitates": The Originality Report as a Means of Measuring When a Music Generation Algorithm Copies Too Much
Stier, Julian	Evofficient: Reproducing a Cartesian Genetic Programming Method
Sung, Inkyung	MATE: A Model-based Algorithm Tuning Engine
Sutton, Andrew	Symmetry Breaking for Voting Mechanisms
T
Takadama, Keiki	Generating Duplex Routes for Robust Bus Transport Network by Improved Multi-objective Evolutionary Algorithm based on Decomposition
Talekar, Prathmesh	Raga Recognition in Indian Classical Music using Deep Learning
Tanaka, Kiyoshi	Decomposition-based Multi-objective Landscape Features and Automated Algorithm Selection
Tauritz, Daniel R.	EDM-DRL: Toward Stable Reinforcement Learning through Ensembled Directed Mutation A Multi-Objective Evolutionary Algorithm Approach for Optimizing Part Quality Aware Assembly Job Shop Scheduling Problems
Tetteh, Michael	Evolution of Complex Combinational Logic Circuits Using Grammatical Evolution with SystemVerilog
Thies, Christoph	Deep Optimisation: Multi-Scale Evolution by Inducing and Searching in Deep Representations
Thompson, Jonathan	A Heuristic Algorithm for School Bus Routing with Bus Stop Selection
Togelius, Julian	Mixed-Initiative Level Design with RL Brush
Tojo, Satoshi	The Simulated Emergence of Chord Function
Tomoyuki, Miyashita	On Hybrid Heuristics for Steiner Trees on the Plane with Obstacles
Tonda, Alberto	Modelling Asthma Patients Responsiveness to Treatment Using Feature Selection and Evolutionary Computation
Torresen, Jim	Exploring the Effect of Sampling Strategy on Movement Generation with Generative Neural Networks
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Uehara, Yui	The Simulated Emergence of Chord Function
Uhde, Florian	Dissecting Neural Networks Filter Responses for Artistic Style Transfer Incremental Evolution of Stylized Images
Urquhart, Neil	Automated, Explainable Rule Extraction from MAP-Elites archives Real Time Optimisation of Traffic Signals to Prioritise Public Transport
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Vaidya, Gauri	Using a bio-inspired model to facilitate the ecosystem of data sharing in smart healthcare
van den Berg, Daan	Parameter control for the Plant Propagation Algorithm A Dynamic Parameter for the Plant Propagation Algorithm
van Pelt, Vincent	Automatic Modular Design of Behavior Trees for Robot Swarms with Communication Capabilites
Vanneschi, Leonardo	Progressive Insular Cooperative GP
Vatolkin, Igor	A Multi-Objective Evolutionary Approach to Identify Relevant Audio Features for Music Segmentation A Fusion of Deep and Shallow Learning to Predict Genres Based on Instrument and Timbre Features
Vidal, Franck	3D-2D Registration using X-ray Simulation and CMA-ES
Vieira, Leonardo	Evolving Image Enhancement Pipelines
Vilarigues, Marcia	Identification of Pure Painting Pigment using Machine Learning algorithms
Villegas, Julián	Auralization of three-dimensional cellular automata
von Mammen, Sebastian	A Swarm Grammar-Based Approach to Virtual World Generation Playing with Dynamic Systems - Battling Swarms in Virtual Reality
Vrielink, Wouter	Parameter control for the Plant Propagation Algorithm A Dynamic Parameter for the Plant Propagation Algorithm
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Wagner, Alexander	On the Effects of Absumption for XCS with Continuous-Valued Inputs
Wagner, Markus	MATE: A Model-based Algorithm Tuning Engine
Walker, James Alfred	Utilizing the Untapped Potential of IndirectEncoding for Neural Networks with MetaLearning
Walker, Kathryn	Regenerating Soft Robots through Neural Cellular Automata
Wallace, Benedikte	Exploring the Effect of Sampling Strategy on Movement Generation with Generative Neural Networks
Wang, Hao	Tabu-driven Quantum Neighborhood Samplers
Wang, Peng	Improved Crowding Distance in Multi-objective Optimization for Feature Selection in Classification
Watson, Richard	Deep Optimisation: Multi-Scale Evolution by Inducing and Searching in Deep Representations
Wen, Tianci	3D-2D Registration using X-ray Simulation and CMA-ES
Wendlinger, Lorenz	Evofficient: Reproducing a Cartesian Genetic Programming Method
Whitehead, Matthew	Chord Embeddings: Analyzing What They Capture and Their Role for Next Chord Prediction and Artist Attribute Prediction
Wick, Jordan	Getting a Head Start on Program Synthesis with Genetic Programming
Wieluch, Sabine	Co-Creative Drawing with One-Shot Generative Models
Wilson, Callum	Convolutional Generative Adversarial Network, via Transfer Learning, for Traditional Scottish Music Generation
Witt, Carsten	Stagnation Detection with Randomized Local Search
Wittpohl, Milan	Real Time Optimisation of Traffic Signals to Prioritise Public Transport
X
Xue, Bing	Improved Crowding Distance in Multi-objective Optimization for Feature Selection in Classification
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Yao, Yao	Using a bio-inspired model to facilitate the ecosystem of data sharing in smart healthcare
Yin, Zongyu	"A Good Algorithm Does Not Steal - It Imitates": The Originality Report as a Means of Measuring When a Music Generation Algorithm Copies Too Much
Z
Zaidi, Imene	Hybrid Heuristic and Metaheuristic for Solving Electric Vehicle Charging Scheduling Problem
Zhang, Mengjie	Improved Crowding Distance in Multi-objective Optimization for Feature Selection in Classification
Zhang, Qingfu	Decomposition-based Multi-objective Landscape Features and Automated Algorithm Selection
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Çamcı, Anıl	Chord Embeddings: Analyzing What They Capture and Their Role for Next Chord Prediction and Artist Attribute Prediction

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