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21st EuroGP 2018: Parma, Italy

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Mauro Castelli, Lukás Sekanina, Mengjie Zhang, Stefano Cagnoni, Pablo García-Sánchez:
Genetic Programming - 21st European Conference, EuroGP 2018, Parma, Italy, April 4-6, 2018, Proceedings. Lecture Notes in Computer Science 10781, Springer 2018, ISBN 978-3-319-77552-4

Long Presentations

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  - conf/eurogp/Assuncao0MR18
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Filipe Assunção, Nuno Lourenço, Penousal Machado, Bernardete Ribeiro:
Using GP Is NEAT: Evolving Compositional Pattern Production Functions. 3-18
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Filipe Assunção, Nuno Lourenço, Penousal Machado, Bernardete Ribeiro:
Evolving the Topology of Large Scale Deep Neural Networks. 19-34
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  - conf/eurogp/AtkinsonPS18
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Timothy Atkinson, Detlef Plump, Susan Stepney:
Evolving Graphs by Graph Programming. 35-51
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  - conf/eurogp/CastelliGMV18
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Mauro Castelli, Ivo Gonçalves, Luca Manzoni, Leonardo Vanneschi:
Pruning Techniques for Mixed Ensembles of Genetic Programming Models. 52-67
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  - conf/eurogp/HuOZRFZ18
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Ting Hu, Karoliina Oksanen, Weidong Zhang, Edward Randell, Andrew Furey, Guangju Zhai:
Analyzing Feature Importance for Metabolomics Using Genetic Programming. 68-83
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  - conf/eurogp/LensenXZ18
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Andrew Lensen, Bing Xue, Mengjie Zhang:
Generating Redundant Features with Unsupervised Multi-tree Genetic Programming. 84-100
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Eric Medvet, Alberto Bartoli:
On the Automatic Design of a Representation for Grammar-Based Genetic Programming. 101-117
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  - conf/eurogp/SaberFLKCO18
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Takfarinas Saber, David Fagan, David Lynch, Stepán Kucera, Holger Claussen, Michael O'Neill:
Multi-level Grammar Genetic Programming for Scheduling in Heterogeneous Networks. 118-134
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Robert J. Smith, Malcolm I. Heywood:
Scaling Tangled Program Graphs to Visual Reinforcement Learning in ViZDoom. 135-150
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  - conf/eurogp/TaouL18
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Nadia S. Taou, Michael A. Lones:
Towards in Vivo Genetic Programming: Evolving Boolean Networks to Determine Cell States. 151-165
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  - conf/eurogp/VanneschiSC18
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Leonardo Vanneschi, Kristen M. Scott, Mauro Castelli:
A Multiple Expression Alignment Framework for Genetic Programming. 166-183

Short Presentations

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  - conf/eurogp/GrocholS18
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David Grochol, Lukás Sekanina:
Multi-objective Evolution of Ultra-Fast General-Purpose Hash Functions. 187-202
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  - conf/eurogp/HusaK18
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Jakub Husa, Roman Kalkreuth:
A Comparative Study on Crossover in Cartesian Genetic Programming. 203-219
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  - conf/eurogp/LangdonPL18
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William B. Langdon, Justyna Petke, Ronny Lorenz:
Evolving Better RNAfold Structure Prediction. 220-236
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  - conf/eurogp/MacedoFC18
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João Macedo, Carlos M. Fonseca, Ernesto Costa:
Geometric Crossover in Syntactic Space. 237-252
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  - conf/eurogp/ParkMN0Z18
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John Park, Yi Mei, Su Nguyen, Gang Chen, Mengjie Zhang:
Investigating a Machine Breakdown Genetic Programming Approach for Dynamic Job Shop Scheduling. 253-270
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  - conf/eurogp/Rodriguez-Coayahuitl18
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Lino Rodriguez-Coayahuitl, Alicia Morales-Reyes, Hugo Jair Escalante:
Structurally Layered Representation Learning: Towards Deep Learning Through Genetic Programming. 271-288
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  - conf/eurogp/MinhdNT18
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Duc Minh Tran, Claudia d'Amato, Nguyen Thanh Binh, Andrea G. B. Tettamanzi:
Comparing Rule Evaluation Metrics for the Evolutionary Discovery of Multi-relational Association Rules in the Semantic Web. 289-305
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Daniel Yska, Yi Mei, Mengjie Zhang:
Genetic Programming Hyper-Heuristic with Cooperative Coevolution for Dynamic Flexible Job Shop Scheduling. 306-321

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