13th Annual "Humies" Awards — 2016 — Denver, Colorado

Outcome Authors Paper(s) Statement Presentation Media Algorithm Type
Kaustuv Nag Nikhil R. Pal A Multiobjective Genetic Programming based Ensemble for Simultaneous Feature Selection and Classification Supplementary Materials Entry Form
Marco Gaudesi Elio Piccolo Giovanni Squillero Alberto Tonda Exploiting Evolutionary Modeling to Prevail in Iterated Prisoner’s Dilemma Tournaments Entry Form Slides
Andrew Starkey Hani Hagras Sid Shakya Gilbert Owusu A Multi-Objective Genetic Type-2 Fuzzy Logic Based System for Mobile Field Workforce Area Optimization Entry Form
Silver Alberto Bartoli Andrea De Lorenzo Eric Medvet Fabiano Tarlao Can A Machine Replace Humans In Building Regular Expressions? A Case Study Inference of Regular Expressions for Text Extraction from Examples Entry Form Slides
Silver Michal Bidlo On Routine Evolution of Complex Cellular Automata Entry Form Slides
Mr Luca Parisi Mr Paul Robert Biggs Dr Gemma Marie Whatling Professor Catherine Avril Holt A Novel Comparison of Artificial Intelligence Methods for Diagnosing Knee Osteoarthritis Entry Form
Kalyanmoy Deb Christie Myburgh Breaking the Billion-Variable Barrier in Real-World Optimization Using a Customized Evolutionary Algorithm Entry Form
Antoine Cully Jeff Clune Danesh Tarapore Jean-Baptiste Mouret Robots that can adapt like animals Entry Form
Kleopatra Pirpinia Peter A.N. Bosman Claudette E. Loo Astrid N. Scholten Jan-Jakob Sonke Marcel van Herk Tanja Alderliesten Multi-objective optimization as a novel weight-tuning strategy for deformable image registration applied to pre-operative partial- breast radiotherapy A first step toward uncovering the truth about weight tuning in deformable image registration Entry Form Slides
Doina Bucur Giovanni Iacca Marco Gaudesi Giovanni Squillero Alberto Tonda Optimizing groups of colluding strong attackers in mobile urban communication networks with evolutionary algorithms Entry Form
Pablo Garcia-Sanchez J.J. Merelo Antonio Mora Giovanni Squillero Alberto Tonda Towards Automatic StarCraft Strategy Generation Using Genetic Programming Entry Form Slides
Abeeb A. Awotunde Generalized field-development optimization with well-control zonation Entry Form
Isidro M. Alvarez Will N. Browne Mengjie Zhang Human-inspired Scaling in Learning Classifier Systems: Case Study on the n-bit Multiplexer Problem Set Entry Form LCS
Yue Jia Myra B. Cohen Mark Harman Justyna Petke Learning Combinatorial Interaction Test Generation Strategies using Hyperheuristic Search Entry Form
Gold Earl T. Barr Mark Harman Yue Jia Alexandru Marginean Justyna Petke Automated Software Transplantation Entry Form Slides Slides
Fan Wu Westley Weimer Mark Harman Yue Jia Jens Krinke Deep Parameter Optimisation Entry Form
Stjepan Picek Domagoj Jakobovic Evolving Algebraic Constructions for Designing Bent Boolean Functions Entry Form Slides
Stjepan Picek Carlos A. Coello Coello Domagoj Jakobovic Nele Mentens Evolutionary Algorithms for Finding Short Addition Chains: Going the Distance Entry Form
Xuewei Qi Matthew J. Barth Guoyuan Wu Kanok Boriboonsomsin Evolutionary Algorithm Based On-Line PHEV Energy Management System with Self-Adaptive SOC Control Entry Form
Xuewei Qi Matthew J. Barth Guoyuan Wu Kanok Boriboonsomsin Jeffrey Gonder Data-Driven Reinforcement Learning–Based Real-Time Energy Management System for Plug-In Hybrid Electric Vehicles Entry Form
Bronze Federica Sarro Alessio Petrozziello Mark Harman Multi-objective Software Effort Estimation Entry Form Slides
Leonardo C. T. Bezerra
 Manuel López-Ibáñez Thomas Stützle
 Automatic Component-wise Design of Multi-objective Evolutionary Algorithms Entry Form
Authors
Kaustuv Nag Nikhil R. Pal
Paper(s)
A Multiobjective Genetic Programming based Ensemble for Simultaneous Feature Selection and Classification Supplementary Materials
Statement
Entry Form
Authors
Marco Gaudesi Elio Piccolo Giovanni Squillero Alberto Tonda
Paper(s)
Exploiting Evolutionary Modeling to Prevail in Iterated Prisoner’s Dilemma Tournaments
Statement
Entry Form
Presentation
Slides
Authors
Andrew Starkey Hani Hagras Sid Shakya Gilbert Owusu
Paper(s)
A Multi-Objective Genetic Type-2 Fuzzy Logic Based System for Mobile Field Workforce Area Optimization
Statement
Entry Form
Outcome
Silver
Authors
Alberto Bartoli Andrea De Lorenzo Eric Medvet Fabiano Tarlao
Paper(s)
Can A Machine Replace Humans In Building Regular Expressions? A Case Study Inference of Regular Expressions for Text Extraction from Examples
Statement
Entry Form
Presentation
Slides
Outcome
Silver
Authors
Michal Bidlo
Paper(s)
On Routine Evolution of Complex Cellular Automata
Statement
Entry Form
Presentation
Slides
Authors
Mr Luca Parisi Mr Paul Robert Biggs Dr Gemma Marie Whatling Professor Catherine Avril Holt
Paper(s)
A Novel Comparison of Artificial Intelligence Methods for Diagnosing Knee Osteoarthritis
Statement
Entry Form
Authors
Kalyanmoy Deb Christie Myburgh
Paper(s)
Breaking the Billion-Variable Barrier in Real-World Optimization Using a Customized Evolutionary Algorithm
Statement
Entry Form
Authors
Antoine Cully Jeff Clune Danesh Tarapore Jean-Baptiste Mouret
Paper(s)
Robots that can adapt like animals
Statement
Entry Form
Authors
Kleopatra Pirpinia Peter A.N. Bosman Claudette E. Loo Astrid N. Scholten Jan-Jakob Sonke Marcel van Herk Tanja Alderliesten
Paper(s)
Multi-objective optimization as a novel weight-tuning strategy for deformable image registration applied to pre-operative partial- breast radiotherapy A first step toward uncovering the truth about weight tuning in deformable image registration
Statement
Entry Form
Presentation
Slides
Authors
Doina Bucur Giovanni Iacca Marco Gaudesi Giovanni Squillero Alberto Tonda
Paper(s)
Optimizing groups of colluding strong attackers in mobile urban communication networks with evolutionary algorithms
Statement
Entry Form
Authors
Pablo Garcia-Sanchez J.J. Merelo Antonio Mora Giovanni Squillero Alberto Tonda
Paper(s)
Towards Automatic StarCraft Strategy Generation Using Genetic Programming
Statement
Entry Form
Presentation
Slides
Authors
Abeeb A. Awotunde
Paper(s)
Generalized field-development optimization with well-control zonation
Statement
Entry Form
Authors
Isidro M. Alvarez Will N. Browne Mengjie Zhang
Algorithm Type
LCS
Paper(s)
Human-inspired Scaling in Learning Classifier Systems: Case Study on the n-bit Multiplexer Problem Set
Statement
Entry Form
Authors
Yue Jia Myra B. Cohen Mark Harman Justyna Petke
Paper(s)
Learning Combinatorial Interaction Test Generation Strategies using Hyperheuristic Search
Statement
Entry Form
Outcome
Gold
Authors
Earl T. Barr Mark Harman Yue Jia Alexandru Marginean Justyna Petke
Paper(s)
Automated Software Transplantation
Statement
Entry Form
Presentation
Slides Slides
Authors
Fan Wu Westley Weimer Mark Harman Yue Jia Jens Krinke
Paper(s)
Deep Parameter Optimisation
Statement
Entry Form
Authors
Stjepan Picek Domagoj Jakobovic
Paper(s)
Evolving Algebraic Constructions for Designing Bent Boolean Functions
Statement
Entry Form
Presentation
Slides
Authors
Stjepan Picek Carlos A. Coello Coello Domagoj Jakobovic Nele Mentens
Paper(s)
Evolutionary Algorithms for Finding Short Addition Chains: Going the Distance
Statement
Entry Form
Authors
Xuewei Qi Matthew J. Barth Guoyuan Wu Kanok Boriboonsomsin
Paper(s)
Evolutionary Algorithm Based On-Line PHEV Energy Management System with Self-Adaptive SOC Control
Statement
Entry Form
Authors
Xuewei Qi Matthew J. Barth Guoyuan Wu Kanok Boriboonsomsin Jeffrey Gonder
Paper(s)
Data-Driven Reinforcement Learning–Based Real-Time Energy Management System for Plug-In Hybrid Electric Vehicles
Statement
Entry Form
Outcome
Bronze
Authors
Federica Sarro Alessio Petrozziello Mark Harman
Paper(s)
Multi-objective Software Effort Estimation
Statement
Entry Form
Presentation
Slides
Authors
Leonardo C. T. Bezerra
 Manuel López-Ibáñez Thomas Stützle

Paper(s)
Automatic Component-wise Design of Multi-objective Evolutionary Algorithms
Statement
Entry Form