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Compilation
Author Index
Page
numbers for papers within the Author Index refer to the proceedings.
All other page numbers refer to the companion.
Sadowski,
Krzysztof L.
Paper:
A Clustering-Based Model-Building EA for Optimization Problems
with Binary and Real-Valued Variables (Page
911)
Saez,
Yago
MedGEC'15
Workshop: Feature Set Optimization for Physical Activity Recognition
Using Genetic Algorithms (Page
1311)
Salah,
Ahmed
Poster
Abstract: Grid Diversity Operator for Some Population-Based Optimization
Algorithms (Page
1475)
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Sanchez,
Ernesto
Poster
Abstract: Exploiting Evolutionary Computation in an Industrial
Flow for the Development of Code-Optimized Microprocessor Test Programs (Page
1465)
Late-Breaking
Abstract: Malware Obfuscation through Evolutionary Packers (Page
757)
Sandita,
Adrian
Poster
Abstract: Evolutionary Search for an Accurate Contour Segmentation
in Histopathological Images (Page
1491)
Santana,
Adamo L.
IWERML'15
Workshop: An Evolutionary Missing Data Imputation Method for
Pattern Classification (Page
1013)
Santana,
Roberto
Paper:
Fighting the Symmetries: The Structure of Cryptographic Boolean
Function Spaces (Page
457)
Poster
Abstract: Multi-Objective NM-Landscapes (Page
1477)
Santos,
José
ECCSB'15
Workshop: Combination of Differential Evolution and Fragment-Based
Replacements for Protein Structure Prediction (Page
911)
Paper:
Evolutionary Optimization of Cancer Treatments in a Cancer Stem
Cell Context (Page
233)
Santucci,
Valentino
Poster
Abstract: An Algebraic Differential Evolution for the Linear
Ordering Problem (Page
1479)
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Sapin,
Emmanuel
Paper:
Evolution Strategies for Exploring Protein Energy Landscapes (Page
217)
ECCSB'15
Workshop: Mapping Multiple Minima in Protein Energy Landscapes
with Evolutionary Algorithms (Page
923)
Sato,
Hiroyuki
Late-Breaking
Abstract: A Parallel MOEA/D Generating Solutions in Minimum Overlapped
Update Ranges of Solutions (Page
775)
GECCO'15
Student Workshop: Control of Crossed Genes Ratio for Directed
Mating in Evolutionary Constrained Multi-Objective Optimization (Page
1201)
Savic,
Dragan
VizGEC'15
Workshop: Spatial and Temporal Visualisation of Evolutionary
Algorithm Decisions in Water Distribution Network Optimisation (Page
941)
Schack,
Christian
Paper:
A GP-Based Video Game Player (Page
1047)
Scheibenpflug,
Andreas
EvoSoft'15
Workshop: Simplifying Problem Definitions in the HeuristicLab
Optimization Environment (Page
1101)
Scheirer,
Walter
Poster
Abstract: On the Model Selection of Bernoulli Restricted Boltzmann
Machines Through Harmony Search (Page
1449)
Scheuermann,
Gerik
Paper:
A Visual Method for Analysis and Comparison of Search Landscapes (Page
497)
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Schlottfeldt,
Shana
Paper:
Using Multi-Objective Artificial Immune Systems to Find Core
Collections Based on Molecular Markers (Page
1271)
Schmeck,
Hartmut
Paper:
Obtaining Optimal Pareto Front Approximations Using Scalarized
Preference Information (Page
631)
Schmickl,
Thomas
ECBR'15
Workshop: Evolving Diverse Collective Behaviors Independent of
Swarm Density (Page
1245)
Schmitt,
Jonas
Poster
Abstract: Potential-Field-Based Unit Behavior Optimization for
Balancing in Starcraft II (Page
1481)
Schmitt,
Manuel
Poster
Abstract: Explanation of Stagnation at Points That Are Not Local
Optima in Particle Swarm Optimization by Potential Analysis (Page
1463)
Schoenauer,
Marc
SMGP'15
Workshop: Greedy Semantic Local Search for Small Solutions (Page
1293)
Paper:
Memetic Semantic Genetic Programming (Page
1023)
Schoormans,
Jasper
ECBR'15
Workshop: Simulating Morphological Evolution in Large Robot Populations (Page
1249)
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Schrum,
Jacob
Paper:
Solving Interleaved and Blended Sequential Decision-Making Problems
through Modular Neuroevolution (Page
345)
Schulte,
Eric
Genetic
Improvement 2015 Workshop: Repairing COTS Router Firmware without
Access to Source Code or Test Suites: A Case Study in Evolutionary Software
Repair (Page
847)
Schultz,
Tom
Paper:
Approximate Approaches to the Traveling Thief Problem (Page
385)
Schütze,
Oliver
Paper:
A Local Search Approach to Genetic Programming for Binary Classification (Page
1151)
Scott,
Eric O.
GECCO'15
Student Workshop: Evaluation-Time Bias in Asynchronous Evolutionary
Algorithms (Page
1209)
ECADA'15
Workshop: Learning Genetic Representations for Classes of Real-Valued
Optimization Problems (Page
1075)
Segovia-Domínguez,
Ignacio
Paper:
An Estimation of Distribution Algorithm Based on the Natural
Gradient and the Boltzmann Distribution (Page
527)
Segura,
Carlos
Paper:
A Novel Diversity-Based Evolutionary Algorithm for the Traveling
Salesman Problem (Page
489)
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Sekanina,
Lukas
Poster
Abstract: Evolutionary Approximation of Complex Digital Circuits (Page
1505)
Genetic
Improvement 2015 Workshop: Evolutionary Approximation of Software
for Embedded Systems: Median Function (Page
795)
Seppi,
Kevin D.
Paper:
Input-to-State Stability Analysis on Particle Swarm Optimization (Page
81)
Serrurier,
Mathieu
Poster
Abstract: Social Specialization of Space: Clustering Households
on the French Riviera (Page
1447)
Seufert,
Sabine
Poster
Abstract: Potential-Field-Based Unit Behavior Optimization for
Balancing in Starcraft II (Page
1481)
Shafi,
Kamran
IWERML'15
Workshop: GECCO'15 Welcome to the International Workshop on Evolutionary
Rule-Based Machine Learning Workshop (IWERML) (Page
971)
Shalyto,
Anatoly
GECCO'15
Student Workshop: Inferring Temporal Properties of Finite-State
Machine Models with Genetic Programming (Page
1185)
Shamshiri,
Sina
Paper:
Random or Genetic Algorithm Search for Object-Oriented Test Suite
Generation? (Page
1367)
Shehu,
Amarda
Paper:
Evolution Strategies for Exploring Protein Energy Landscapes (Page
217)
Tutorial:
Evolutionary Algorithms for Protein Structure Modeling (Page
533)
ECCSB'15
Workshop: Evolutionary Computation in Computational Structural
Biology 2015 Chairs' Welcome (Page
903)
ECCSB'15
Workshop: Mapping Multiple Minima in Protein Energy Landscapes
with Evolutionary Algorithms (Page
923)
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Shen,
Cong
Paper:
Generator Start-up Sequences Optimization for Network Restoration
Using Genetic Algorithm and Simulated Annealing (Page
409)
Shen,
Ruimin
Poster
Abstract: A Comparative Study Use of OTL for Many-objective Optimization (Page
1411)
Sheppard,
John
Paper:
Parameter Estimation in Bayesian Networks Using Overlapping Swarm
Intelligence (Page
9)
Sher,
Gene
Poster
Abstract: Momentum Enhanced Neuroevolution (Page
1483)
Shirakawa,
Shinichi
Paper:
Sample Reuse in the Covariance Matrix Adaptation Evolution Strategy
Based on Importance Sampling (Page
305)
Shirinzadeh,
Saeideh
Paper:
Multi-Objective BDD Optimization with Evolutionary Algorithms (Page
751)
Shukla,
Pradyumn Kumar
Paper:
Obtaining Optimal Pareto Front Approximations Using Scalarized
Preference Information (Page
631)
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Sigaud,
Olivier
IWERML'15
Workshop: Socially Guided XCS: Using Teaching Signals to Boost
Learning (Page
1021)
Silva,
Sara
Paper:
Geometric Semantic Genetic Programming with Local Search (Page
999)
Sim,
Kevin
Poster
Abstract: A Novel Heuristic Generator for JSSP Using a Tree-Based
Representation of Dispatching Rules (Page
1485)
Simões,
Anabela
Tutorial:
GECCO'15 Message from the Tutorials Chair (Page
1)
Simões,
Luís Felismino
Paper:
Evolving Solutions to TSP Variants for Active Space Debris Removal (Page
1207)
Simons,
Christopher L.
MetaDeeP'15
Workshop: MetaDeeP'15 Chairs' Welcome (Page
1255)
MetaDeeP'15
Workshop: Metaheuristic Design Pattern: Preference (Page
1257)
Singer,
Jeremy
Genetic
Improvement 2015 Workshop: Rethinking Genetic Improvement Programming (Page
845)
Poster
Abstract: The Programming Game: Evaluating MCTS as an Alternative
to GP for Symbolic Regression (Page
1521)
Singh,
Hemant Kumar
Paper:
Characterizing Pareto Front Approximations in Many-Objective
Optimization (Page
607)
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Skalka,
Christian
Paper:
A Genetic Programming Approach to Cost-Sensitive Control in Resource
Constrained Sensor Systems (Page
1295)
Smith,
Marc
Paper:
Evolving Robot Morphology Facilitates the Evolution of Neural
Modularity and Evolvability (Page
129)
Smith,
Stephen L.
MedGEC'15
Workshop: MedGEC'15 Chairs' Welcome (Page
1309)
Tutorial:
Medical Applications of Evolutionary Computation (Page
651)
Soares,
Alessandra M.
Poster
Abstract: Pyramidal Neural Networks with Variable Receptive Fields
Designed by Genetic Algorithms (Page
1487)
Soeken,
Mathias
Paper:
Multi-Objective BDD Optimization with Evolutionary Algorithms (Page
751)
Soman,
Sumit
Paper:
Enhancing IACO? Local Search by Mtsls1-BFGS for Continuous Global
Optimization (Page
33)
Poster
Abstract: Enhancing Incremental Ant Colony Algorithm for Continuous
Global Optimization (Page
1417)
Song,
Andy
Late-Breaking
Abstract: Evolving Self-Adaptive Tabu Search Algorithm for Storage
Location Assignment Problems (Page
779)
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Sonke,
Jan-Jakob
Paper:
Diversifying Multi-Objective Gradient Techniques and Their Role
in Hybrid Multi-Objective Evolutionary Algorithms for Deformable Medical
Image Registration (Page
1255)
Soros,
L. B.
Paper:
Confronting the Challenge of Quality Diversity (Page
967)
Soule,
Terence
Poster
Abstract: Learning from Demonstration for Distributed, Encapsulated
Evolution of Autonomous Outdoor Robots (Page
1381)
Spector,
Lee
SMGP'15
Workshop: Comparison of Semantic-aware Selection Methods in Genetic
Programming (Page
1301)
Tutorial:
Expressive Genetic Programming (Page
409)
Paper:
General Program Synthesis Benchmark Suite (Page
1039)
Paper:
Genetic Programming with Epigenetic Local Search (Page
1055)
Squillero,
Giovanni
Poster
Abstract: Exploiting Evolutionary Computation in an Industrial
Flow for the Development of Code-Optimized Microprocessor Test Programs (Page
1465)
Late-Breaking
Abstract: Malware Obfuscation through Evolutionary Packers (Page
757)
Paper:
Operator Selection Using Improved Dynamic Multi-Armed Bandit (Page
1311)
Srivastava,
Ranjan
Paper:
Metabolic Design and Engineering Through Ant Colony Optimization (Page
225)
Stanislawska,
Karolina
Paper:
Genetic Programming for Estimation of Heat Flux Between the Atmosphere
and Sea Ice in Polar Regions (Page
1279)
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Stankevich,
Andrey
Paper:
Fast Implementation of the Steady-State NSGA-LI Algorithm for
Two Dimensions Based on Incremental Non-Dominated Sorting (Page
647)
Stanley,
Kenneth O.
Paper:
Confronting the Challenge of Quality Diversity (Page
967)
Tutorial:
Generative and Developmental Systems Tutorial (Page
503)
Stefanello,
Fernando
Paper:
A Biased Random-key Genetic Algorithm for Placement of Virtual
Machines across Geo-Separated Data Centers (Page
919)
Stehling,
Thiago Muniz
Poster
Abstract: A Hybrid Particle Swarm Optimization for Solving Vehicle
Routing Problem with Time Windows (Page
1489)
Steyven,
Andreas
Paper:
Improving Survivability in Environment-driven Distributed Evolutionary
Algorithms through Explicit Relative Fitness and Fitness Proportionate
Communication (Page
169)
ECBR'15
Workshop: The Cost of Communication: Environmental Pressure and
Survivability in mEDEA (Page
1239)
Stoean,
Catalin
Poster
Abstract: Evolutionary Search for an Accurate Contour Segmentation
in Histopathological Images (Page
1491)
Stoean,
Ruxandra
Poster
Abstract: Evolutionary Search for an Accurate Contour Segmentation
in Histopathological Images (Page
1491)
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Stoffel,
Kilian
Paper:
Guiding Evolutionary Search with Association Rules for Solving
Weighted CSPs (Page
481)
Stolfi,
Daniel H.
Paper:
Smart Mobility Policies with Evolutionary Algorithms: The Adapting
Info Panel Case (Page
1287)
Strasser,
Shane
Paper:
Parameter Estimation in Bayesian Networks Using Overlapping Swarm
Intelligence (Page
9)
Stützle,
Thomas
Tutorial:
Automatic (Offline) Configuration of Algorithms (Page
681)
Paper:
On the Empirical Scaling Behaviour of State-of-the-art Local
Search Algorithms for the Euclidean TSP (Page
377)
Sudholt,
Dirk
Paper:
First Steps Towards a Runtime Comparison of Natural and Artificial
Evolution (Page
1455)
Late-Breaking
Abstract: Late-Breaking Abstracts Workshop at GECCO'15: Chair's
Welcome (Page
741)
Paper:
On Easiest Functions for Somatic Contiguous Hypermutations and
Standard Bit Mutations (Page
1399)
Tutorial:
Theory of Swarm Intelligence (Page
451)
Sun,
Yuan
Paper:
Extended Differential Grouping for Large Scale Global Optimization
with Direct and Indirect Variable Interactions (Page
313)
GECCO'15
Student Workshop: On the Selection of Decomposition Methods for
Large Scale Fully Non-Separable Problems (Page
1213)
Sungu,
Gizem
GECCO'15
Student Workshop: An Evolutionary Algorithm for Weighted Graph
Coloring Problem (Page
1233)
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Sunye,
Gerson
Poster
Abstract: A Novelty Search-based Test Data Generator for Object-oriented
Programs (Page
1359)
Sutton,
Andrew M.
Paper:
Improved Runtime Bounds for the (1+1) EA on Random 3-CNF Formulas
Based on Fitness-Distance Correlation (Page
1415)
Tutorial:
Parameterized Complexity Analysis of Evolutionary Algorithms (Page
435)
Paper:
Robustness of Ant Colony Optimization to Noise (Page
17)
Swan,
Jerry
Genetic
Improvement 2015 Workshop: Embedded Dynamic Improvement (Page
831)
MetaDeeP'15
Workshop: MetaDeeP'15 Chairs' Welcome (Page
1255)
MetaDeeP'15
Workshop: Metaheuristic Design Pattern: Surrogate Fitness Functions (Page
1261)
MetaDeeP'15
Workshop: The 'Blackboard' Pattern for Metaheuristics (Page
1265)
Szerlip,
Paul A.
Paper:
Confronting the Challenge of Quality Diversity (Page
967)
Szubert,
Marcin
Paper:
High-Dimensional Function Approximation for Knowledge-Free Reinforcement
Learning: A Case Study in SZ-Tetris (Page
567)
Tadaiesky,
Vincent W.
IWERML'15
Workshop: An Evolutionary Missing Data Imputation Method for
Pattern Classification (Page
1013)
Takadama,
Keiki
IWERML'15
Workshop: A Potential of Evolutionary Rule-based Machine Learning
for Real World Applications (Page
1039)
GECCO'15
Student Workshop: Control of Crossed Genes Ratio for Directed
Mating in Evolutionary Constrained Multi-Objective Optimization (Page
1201)
Takano,
Hirotaka
IWERML'15
Workshop: The Relationship Between (Un)Fractured Problems and
Division of Input Space (Page
981)
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Talbi,
El-Ghazali
ECCSB'15
Workshop: NK Landscape Instances Mimicking the Protein Inverse
Folding Problem Towards Future Benchmarks (Page
915)
Tan,
Kay Chen
Paper:
A Dispatching Rule Based Genetic Algorithm for Order Acceptance
and Scheduling (Page
433)
Paper:
A New Framework for Self-adapting Control Parameters in Multi-objective
Optimization (Page
743)
Tan,
Xiaobo
Paper:
Enhancing a Model-Free Adaptive Controller Through Evolutionary
Computation (Page
137)
Tanabe,
Ryoji
Poster
Abstract: A Note on Multi-Funnel Functions for Expensive Optimization
Scenario (Page
1493)
Tanaka,
Kiyoshi
Paper:
Global vs Local Search on Multi-Objective NK-Landscapes: Contrasting
the Impact of Problem Features (Page
369)
Paper:
Injecting CMA-ES into MOEA/D (Page
783)
Tang,
Ke
Poster
Abstract: A Multimodal Optimization and Surprise Based Consensus
Community Detection Algorithm (Page
1407)
Tanimoto,
Ian
Poster
Abstract: Learning from Demonstration for Distributed, Encapsulated
Evolution of Autonomous Outdoor Robots (Page
1381)
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Tarlao,
Fabiano
Paper:
Evolutionary Learning of Syntax Patterns for Genic Interaction
Extraction (Page
1183)
Tauritz,
Daniel R.
ECADA'15
Workshop: A Comparison of Genetic Programming Variants for Hyper-Heuristics (Page
1043)
Poster
Abstract: Asynchronous Parallel Evolutionary Algorithms: Leveraging
Heterogeneous Fitness Evaluation Times for Scalability and Elitist Parsimony
Pressure (Page
1429)
SecDef'15
Workshop: Coevolutionary Agent-based Network Defense Lightweight
Event System (CANDLES) (Page
859)
ECADA'15
Workshop: ECADA'15 Chairs' Welcome (Page
1041)
Tutorial:
Hyper-Heuristics (Page
199)
ECADA'15
Workshop: Hyper-Heuristics: A Study on Increasing Primitive-Space (Page
1051)
Telles,
Mariana P. C.
Paper:
Using Multi-Objective Artificial Immune Systems to Find Core
Collections Based on Molecular Markers (Page
1271)
Tetaud,
Olivier
Poster
Abstract: Variance Reduction in Population-Based Optimization:
Application to Unit Commitment (Page
1377)
Poster
Abstract: Criteria and Convergence Rates in Noisy Optimization (Page
1347)
Thierens,
Dirk
Paper:
A Clustering-Based Model-Building EA for Optimization Problems
with Binary and Real-Valued Variables (Page
911)
Poster
Abstract: In Search of Optimal Linkage Trees (Page
1375)
Tutorial:
Model-Based Evolutionary Algorithms (Page
93)
Thorhauer,
Ann
Paper:
On the Bias of Syntactic Geometric Recombination in Genetic Programming
and Grammatical Evolution (Page
1103)
Timmis,
Jon
Paper:
Using Multi-Objective Artificial Immune Systems to Find Core
Collections Based on Molecular Markers (Page
1271)
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Tinós,
Renato
Paper:
Tunnelling Crossover Networks (Page
449)
Tiwari,
Aruna
Paper:
An Analysis of Integration of Hill Climbing in Crossover and
Mutation Operation for EEG Signal Classification (Page
209)
Tomassini,
Marco
Tutorial:
Introduction to Complex Networks (Page
163)
Tonda,
Alberto
Poster
Abstract: Is Global Sensitivity Analysis Useful to Evolutionary
Computation? (Page
1365)
Late-Breaking
Abstract: Malware Obfuscation through Evolutionary Packers (Page
757)
Paper:
Operator Selection Using Improved Dynamic Multi-Armed Bandit (Page
1311)
Topcuoglu,
Haluk Rahmi
SecDef'15
Workshop: Evolutionary Dynamic Optimization Techniques for Marine
Contamination Problem (Page
889)
Tran,
Cao Truong
Paper:
Multiple Imputation for Missing Data Using Genetic Programming (Page
583)
Tran,
Thanh-Do
Paper:
Benchmarking Numerical Multiobjective Optimizers Revisited (Page
639)
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Trautmann,
Heike
Poster
Abstract: Averaged Hausdorff Approximations of Pareto Fronts
Based on Multiobjective Estimation of Distribution Algorithms (Page
1427)
Paper:
Detecting Funnel Structures by Means of Exploratory Landscape
Analysis (Page
265)
Paper:
Evaluation of a Multi-Objective EA on Benchmark Instances for
Dynamic Routing of a Vehicle (Page
425)
Trubenová,
Barbora
Paper:
First Steps Towards a Runtime Comparison of Natural and Artificial
Evolution (Page
1455)
Trueba,
Pedro
ECBR'15
Workshop: Embodied Evolution for Collective Indoor Surveillance
and Location (Page
1241)
Trujillo,
Leonardo
Paper:
A Local Search Approach to Genetic Programming for Binary Classification (Page
1151)
Paper:
Geometric Semantic Genetic Programming with Local Search (Page
999)
Trunfio,
Giuseppe A.
Poster
Abstract: An Effective Approach for Adapting the Size of Subcomponents
in Large-Scale Optimization with Cooperative Coevolution (Page
1495)
Tsang,
Wilburn W. P.
Poster
Abstract: A Grid-facilitated AIS-based Network Scheme for Many (Page
1497)
Tsukada,
Kento
Late-Breaking
Abstract: Adaptive Evolution Control with P-I Similarity Index
for Surrogate-assisted Evolutionary Computation (Page
759)
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Tsutsui,
Shigeyoshi
Late-Breaking
Abstract: A Comparative Study of Synchronization of Parallel
ACO on Multi-core Processor (Page
777)
Tumer,
Kagan
Paper:
An Evolutionary Game Theoretic Analysis of Difference Evaluation
Functions (Page
1391)
Poster
Abstract: Complete Multi-Objective Coverage with PaCcET (Page
1525)
Poster
Abstract: Learning Based Control of a Fuel Cell Turbine Hybrid
Power System (Page
1393)
Tung,
Yu-Fan
Paper:
Theoretical Perspective of Convergence Complexity of Evolutionary
Algorithms Adopting Optimal Mixing (Page
535)
Turner,
Andrew J.
Tutorial:
Cartesian Genetic Programming (Page
179)
Poster
Abstract: Recurrent Cartesian Genetic Programming Applied to
Series Forecasting (Page
1499)
Tušar,
Tea
GECCO'15
Student Workshop: GECCO'15 Student Workshop Chairs' Welcome (Page
1167)
Ugolotti,
Roberto
Poster
Abstract: Automatic Tuning of Standard PSOVersions (Page
1501)
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Urbanowicz,
Ryan J.
IWERML'15
Workshop: Continuous Endpoint Data Mining with ExSTraCS: A Supervised
Learning Classifier System (Page
1029)
Tutorial:
Introducing Rule-Based Machine Learning: A Practical Guide (Page
263)
Paper:
Retooling Fitness for Noisy Problems in a Supervised Michigan-style
Learning Classifier System (Page
591)
Urquhart,
Neil
Poster
Abstract: Multi-Modal Employee Routing with Time Windows in an
Urban Environment (Page
1503)
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