EVOW 2006 - PDF Preprint Papers

EVOW 2006 Process in Evolutionary Computation Workshop

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EVOW
2006
Springer

208views Artificial Intelligence» more EVOW 2006»

A Hybrid GA/SVM Approach for Gene Selection and Classification of Microarray Data

13 years 8 months ago

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We propose a Genetic Algorithm (GA) approach combined with Support Vector Machines (SVM) for the classification of high dimensional Microarray data. This approach is associated to ...

Edmundo Bonilla Huerta, Béatrice Duval, Jin...

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Id	Views	Title	Status

1	208	A Hybrid GA/SVM Approach for Gene Selection and Classification of Microarray Data	claim
2	182	BeeHiveGuard: A Step Towards Secure Nature Inspired Routing Algorithms	claim
3	173	Evolutionary Singularity Filter Bank Optimization for Fingerprint Image Enhancement	claim
4	165	The Core Concept for the Multidimensional Knapsack Problem	claim
5	165	A Comparative Study of Ant Colony Optimization and Reactive Search for Graph Matching Problems	claim
6	156	Artificial Life Models in Lung CTs	claim
7	152	Divide-and-Evolve: A New Memetic Scheme for Domain-Independent Temporal Planning	claim
8	140	Mining Structural Databases: An Evolutionary Multi-Objetive Conceptual Clustering Methodology	claim
9	140	Associative Memory Scheme for Genetic Algorithms in Dynamic Environments	claim
10	138	Improving Graph Colouring Algorithms and Heuristics Using a Novel Representation	claim
11	136	Human Papillomavirus Risk Type Classification from Protein Sequences Using Support Vector Machines	claim
12	125	Finding Compact BDDs Using Genetic Programming	claim
13	123	Effects of Scale-Free and Small-World Topologies on Binary Coded Self-adaptive CEA	claim
14	123	Synthesising Timbres and Timbre-Changes from Adjectives/Adverbs	claim
15	121	Robust SVM-Based Biomarker Selection with Noisy Mass Spectrometric Proteomic Data	claim
16	119	Optimisation of Constant Matrix Multiplication Operation Hardware Using a Genetic Algorithm	claim
17	119	Fast EAX Algorithm Considering Population Diversity for Traveling Salesman Problems	claim
18	118	A Preliminary Study on Handling Uncertainty in Indicator-Based Multiobjective Optimization	claim
19	118	Fluctuating Crosstalk as a Source of Deterministic Noise and Its Effects on GA Scalability	claim
20	117	On Interactive Evolution Strategies	claim
21	115	Continuous-Time Recurrent Neural Networks for Generative and Interactive Musical Performance	claim
22	115	On the Practical Limits of the Evolutionary Digital Filter Design at the Gate Level	claim
23	114	The Honeybee Search Algorithm for Three-Dimensional Reconstruction	claim
24	113	The Effect of Building Block Construction on the Behavior of the GA in Dynamic Environments: A Case Study Using the Shaky Ladder Hyperplane-Defined Functions	claim
25	112	Optimal Broadcasting in Metropolitan MANETs Using Multiobjective Scatter Search	claim
26	111	A Memetic Algorithm with Bucket Elimination for the Still Life Problem	claim
27	111	GRACE: Generative Robust Analog Circuit Exploration	claim
28	108	A Connectionist Architecture for the Evolution of Rhythms	claim
29	106	Evolving the Structure of the Particle Swarm Optimization Algorithms	claim
30	104	A Neural Evolutionary Classification Method for Brain-Wave Analysis	claim
31	104	Supervised Genetic Search for Parameter Selection in Painterly Rendering	claim
32	104	The Trade Off Between Diversity and Quality for Multi-objective Workforce Scheduling	claim
33	103	A Multiagent Algorithm for Graph Partitioning	claim
34	103	Hierarchical Clustering, Languages and Cancer	claim
35	93	Functional Classification of G-Protein Coupled Receptors, Based on Their Specific Ligand Coupling Patterns	claim
36	81	On the Use of Variable Complementarity for Feature Selection in Cancer Classification	claim

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