Applications of evolutionary computation : 21st International Conference, EvoApplications 2018, Parma, Italy, April 4-6, 2018, Proceedings /: 21st International Conference, EvoApplications 2018, Parma, Italy, April 4-6, 2018, Proceedings. (2018)

• Record Type: Book
• Other Titles: EvoApplications 2018
• Further Information: Note: Edited by Kevin Sim, Paul Kaufmann.
• Editors: Sim, Kevin; Kaufmann, Paul
• Other Names: EvoApplications (Conference), 21st
• Contents: Intro; Volume Editors; Preface; Organization; Contents; EvoBAFIN; Multi-objective Cooperative Coevolutionary Algorithm with Dynamic Species-Size Strategy; Abstract; 1 Introduction; 2 Multi-objective CCA with Dynamic Problem Decomposition; 2.1 Dynamic Species-Size; 2.2 Dynamic Process; 2.3 Collaborator Selection Method; 2.4 DMOCCA Main Algorithm; 3 Formulation of CCMVPOP; 4 Computational Experiments; 4.1 Data; 4.2 Parameter Setting; 4.3 Computational Results; 4.4 Effects of Implementing the Dynamic Species-Size Strategy; 5 Conclusions; References; EvoBIO. Task Classification Using Topological Graph Features for Functional M/EEG Brain Connectomics1 Introduction; 2 Model Selection as an Optimization Problem; 3 Models and Methods; 4 Experiments and Results; 5 Conclusions and Future Research Lines; References; Feature Selection for Detecting Gene-Gene Interactions in Genome-Wide Association Studies; 1 Introduction; 2 Methods; 2.1 Datasets; 2.2 Quantification of Pairwise Interactions Using Information Gain; 2.3 Feature Selection Algorithms; 3 Results; 3.1 Feature Selection Algorithms on the Simulated Data. 3.2 Feature Selection Algorithms on the CRC Data4 Discussion; References; Fitness Functions Evaluation for Segmentation of Lymphoma Histological Images Using Genetic Algorithm; 1 Introduction; 2 Materials and Methods; 2.1 Images Dataset; 2.2 Proposed Algorithm; 2.3 Evaluation Metrics; 3 Results and Discussion; 4 Conclusion; References; Mutual Information Iterated Local Search: A Wrapper-Filter Hybrid for Feature Selection in Brain Computer Interfaces; 1 Introduction; 2 Background; 2.1 Filters; 2.2 Wrappers; 2.3 Hybrid Approaches; 3 Proposed Method; 3.1 Iterated Local Search. 3.2 Minimal Redundancy Maximal Relevance-Iterated Local Search4 Methodology; 4.1 Datasets; 4.2 Features; 4.3 Solution Size; 4.4 Classifiers; 5 Results and Discussion; 6 Conclusion; References; Automatic Segmentation of Neurons in 3D Samples of Human Brain Cortex; Abstract; 1 Introduction; 2 Materials and Methods; 2.1 Sample Collection and Preparation; 2.2 Imaging: Two-Photon Fluorescence Microscopy; 2.3 Image Stitching; 2.4 Pattern-Level Segmentation by CNN; 3 Results; 4 Discussion and Conclusion; Acknowledgements; References. Analysis of Relevance and Redundance on Topoisomerase 2b (TOP2B) Binding Sites: A Feature Selection Approach1 Introduction; 2 Materials and Methods; 2.1 Data; 2.2 Classification; 2.3 Feature Selection; 3 Experimental Results; 3.1 Baseline Classification Results; 3.2 Feature Selection; 4 Feature Analysis; 4.1 Baseline Classification; 4.2 Feature Selection; 5 Conclusions and Future Works; References; EvoCOMNET; Multimodal Transportation Network Design Using Physarum Polycephalum-Inspired Multi-agent Computation Methods; 1 Introduction; 2 Previous Work; 3 Research Methodology.
• Publisher Details: Cham : Springer
• Publication Date: 2018
• Extent: 1 online resource (XXII, 917 pages), 305 illustrations
• Subjects: 005.1; Computer science; Evolutionary computation -- Congresses; Algorithms; Artificial intelligence; Computer networks; Computer science; Computers, Special purpose; Image processing; Pattern perception; Computers -- Intelligence (AI) & Semantics; Computers -- Computer Graphics; Computers -- Computer Vision & Pattern Recognition; Computers -- Hardware -- Network Hardware; Computers -- Expert Systems; Artificial intelligence; Image processing; Pattern recognition; Network hardware; Expert systems / knowledge-based systems; Computer software; Artificial intelligence; Computer vision; Optical pattern recognition; Computer Communication Networks; Software engineering; Computers -- Programming -- Algorithms; Algorithms & data structures; Electronic books
• Languages: English
• ISBNs: 9783319775388; 3319775383
• Related ISBNs: 9783319775371; 3319775375
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