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1.

電子ブック

EB
Hai Jin, Takeo Kanade, Yi Pan, Viktor K. Prasanna, Omer F. Rana
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2007
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2.

電子ブック

EB
Gary B. Fogel, David Corne, David W. Corne, Gary Fogel, Yi Pan
出版情報: Wiley Online Library - AutoHoldings Books , John Wiley & Sons, Inc., 2007
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目次情報: 続きを見る
Preface
Contributors
Gene Expression Analysis and Systems Biology / Part 1:
Hybrid of Neural Classifier and Swarm Intelligence in Multiclass Cancer Diagnosis with Gene Expression Signatures / Rui Xu ; Georgios C. Anagnostopoulos ; Donald C. Wunsch II1:
Introduction / 1.1:
Methods and Systems / 1.2:
Experimental Results / 1.3:
Conclusions / 1.4:
References
Classifying Gene Expression Profiles with Evolutionary Computation / Jin-Hyuk Hong ; Sung-Bae Cho2:
DNA Microarray Data Classification / 2.1:
Evolutionary Approach to the Problem / 2.2:
Gene Selection with Speciated Genetic Algorithm / 2.3:
Cancer Classifiction Based on Ensemble Genetic Programming / 2.4:
Conclusion / 2.5:
Finding Clusters in Gene Expression Data Using EvoCluster / Patrick C. H. Ma ; Keith C. C. Chan ; Xin Yao3:
Related Work / 3.1:
Evolutionary Clustering Algorithm / 3.3:
Gene Networks and Evolutionary Computation / Jennifer Hallinan3.4:
Evolutionary Optimization / 4.1:
Computational Network Modeling / 4.3:
Extending Reach of Gene Networks / 4.4:
Network Topology Analysis / 4.5:
Summary / 4.6:
Sequence Analysis and Feature Detection / Part 2:
Fuzzy-Granular Methods for Identifying Marker Genes from Microarray Expression Data / Yuanchen He ; Yuchun Tang ; Yan-Qing Zhang ; Rajshekhar Sunderraman5:
Traditional Algorithms for Gene Selection / 5.1:
New Fuzzy-Granular-Based Algorithm for Gene Selection / 5.3:
Simulation / 5.4:
Evolutionary Feature Selection for Bioinformatics / Laetitia Jourdan ; Clarisse Dhaenens ; El-Ghazali Talbi5.5:
Evolutionary Algorithms for Feature Selection / 6.1:
Feature Selection for Clustering in Bioinformatics / 6.3:
Feature Selection for Classification in Bioinformatics / 6.4:
Frameworks and Data Sets / 6.5:
Fuzzy Approaches for the Analysis CpG Island Methylation Patterns / Ozy Sjahputera ; Mihail Popescu ; James M. Keller ; Charles W. Caldwell6.6:
Methods / 7.1:
Biological Significance / 7.3:
Molecular Structure and Phylogenetics / 7.4:
Protein-Ligand Docking with Evolutionary Algorithms / Rene Thomsen8:
Biochemical Background / 8.1:
The Docking Problem / 8.3:
Protein-Ligand Docking Algorithms / 8.4:
Evolutionary Algorithms / 8.5:
Effect of Variation Operators / 8.6:
Differential Evolution / 8.7:
Evaluating Docking Methods / 8.8:
Comparison between Docking Methods / 8.9:
Future Research Topics / 8.10:
RNA Secondary Structure Prediction Employing Evolutionary Algorithms / Kay C. Wiese ; Alain A. Deschenes ; Andrew G. Hendriks9:
Thermodynamic Models / 9.1:
Results / 9.3:
Machine Learning Approach for Prediction of Human Mitochondrial Proteins / Zhong Huang ; Xuheng Xu ; Xiaohua Hu9.5:
Results and Discussion / 10.1:
Phylogenetic Inference Using Evolutionary Algorithms / Clare Bates Congdon10.4:
Background in Phylogenetics / 11.1:
Challenges and Opportunities for Evolutionary Computation / 11.3:
One Contribution of Evolutionary Computation: Graphyl / 11.4:
Some Other Contributions of Evolutionary computation / 11.5:
Open Questions and Opportunities / 11.6:
Medicine / Part 4:
Evolutionary Algorithms for Cancer Chemotherapy Optimization / John McCall ; Andrei Petrovski ; Siddhartha Shakya12:
Nature of Cancer / 12.1:
Nature of Chemotherapy / 12.3:
Models of Tumor Growth and Response / 12.4:
Constraints on Chemotherapy / 12.5:
Optimal Control Formulations of Cancer Chemotherapy / 12.6:
Encoding and Evaluation / 12.7:
Applications of EAs to Chemotherapy Optimization Problems / 12.9:
Oncology Workbench / 12.10:
Fuzzy Ontology-Based Text Mining System for Knowledge Acquisition, Ontology Enhancement, and Query Answering from Biomedical Texts / Lipika Dey ; Muhammad Abulaish12.12:
Brief Introduction to Ontologies / 13.1:
Information Retrieval form Biological Text Documents: Related Work / 13.3:
Ontology-Based IE and Knowledge Enhancement System / 13.4:
Document Processor / 13.5:
Biological Relation Extractor / 13.6:
Relation-Based Query Answering / 13.7:
Evaluation of the Biological Relation Extraction Process / 13.8:
Biological Relation Characterizer / 13.9:
Determining Strengths of Generic Biological Relations / 13.10:
Enhancing GENIA to Fuzzy Relational Ontology / 13.11:
Conclusions and Future Work / 13.12:
Feasible Biological Relations / Appendix:
Index
Preface
Contributors
Gene Expression Analysis and Systems Biology / Part 1:
3.

電子ブック

EB
Hai Jin, Takeo Kanade, Yi Pan, Viktor K. Prasanna, Omer F. Rana
出版情報: SpringerLink Books - AutoHoldings , Springer Berlin Heidelberg, 2007
所蔵情報: loading…
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