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Life System Modeling and Intelligent Computing

  • Kartonierter Einband
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The 2010 International Conference on Life System Modeling and Simulation (LSMS 2010) and the 2010 International Conference on Intelligent Computing for Sustainable Energy and Environment (ICSEE 2010) were formed to bring together researchers and practitioners in the fields of life system modeling/simulation and intelligent computing applied to worldwide sustainable energy and environmental applications. A life system is a broad concept, covering both micro and macro components ra- ing from cells, tissues and organs across to organisms and ecological niches. To c- prehend and predict the complex behavior of even a simple life system can be - tremely difficult using conventional approaches. To meet this challenge, a variety of new theories and methodologies have emerged in recent years on life system modeling and simulation. Along with improved understanding of the behavior of biological systems, novel intelligent computing paradigms and techniques have emerged to h- dle complicated real-world problems and applications. In particular, intelligent c- puting approaches have been valuable in the design and development of systems and facilities for achieving sustainable energy and a sustainable environment, the two most challenging issues currently facing humanity. The two LSMS 2010 and ICSEE 2010 conferences served as an important platform for synergizing these two research streams.

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This book constitutes the refereed proceedings of the International Conference on Life System Modeling and Simulation, LSMS 2010, and the International Conference on Intelligent Computing for Sustainable Energy and Environment, ICSEE 2010, held in Wuxi, China, in September 2010. The 83 revised full papers were carefully reviewed and selected from numerous submissions.

The First Section: Biomedical Signal Processing, Speech, Imaging and Visualization.- MMSVC: An Efficient Unsupervised Learning Approach for Large-Scale Datasets.- CUDA Based High Performance Adaptive 3D Voxel Growing for Lung CT Segmentation.- Wavelet Packet-Based Feature Extraction for Brain-Computer Interfaces.- Keynote Address: The 3D Imaging Service at Massachusetts General Hospital: 11 Years Experience.- A Novel Localization System Based on Infrared Vision for Outdoor Mobile Robot.- Analytical Solution for the Forward Problem of Magnetic Induction Tomography with Multi-layer Sphere Model.- Total Variation Regularization in Electrocardiographic Mapping.- The Time-Frequency Analysis of Abnormal ECG Signals.- Dynamic Spectrum and BP Neural Network for Non-invasive Hemoglobin Measurement.- Study on Real-Time Control of Exoskeleton Knee Using Electromyographic Signal.- Characterization of Cerebral Infarction in Multiple Channel EEG Recordings Based on Quantifications of Time-Frequency Representation.- Research on a Novel Medical Image Non-rigid Registration Method Based on Improved SIFT Algorithm.- Automatic and Reliable Extraction of Dendrite Backbone from Optical Microscopy Images.- Magnetic Induction Tomography: Simulation Study on the Forward Problem.- Diagnosis of Liver Diseases from P31 MRS Data Based on Feature Selection Using Genetic Algorithm.- Research of Acupuncturing Based on Hilbert-Huang Transform.- A New Microphone Array Speech Enhancement Method Based on AR Model.- A Forecast of RBF Neural Networks on Electrical Signals in Senecio Cruentus.- Classification of Malignant Lymphomas by Classifier Ensemble with Multiple Texture Features.- Denoising of Event-Related Potential Signal Based on Wavelet Method.- The Second Section: Biological and Biomedical Data Integration, Mining and Visualization.- Predict Molecular Interaction Network of Norway Rats Using Data Integration.- The Study of Rats' Active Avoidance Behavior by the Cluster Analysis.- MS Based Nonlinear Methods for Gastric Cancer Early Detection.- The SEM Statistical Mixture Model of Segmentation Algorithm of Brain Vessel Image.- Classification and Diagnosis of Syndromes in Chinese Medicine in the Context of Coronary Heart Disease Model Based on Data Mining Methods.- An Image Reconstruction Method for Magnetic Induction Tomography: Improved Genetic Algorithm.- The Segmentation of the Body of Tongue Based on the Improved Level Set in TCM.- Transcutaneous Coupling Implantable Stimulator.- Simulation Analysis on Stimulation Modes of Three-Dimension Electrical Impedance Tomography.- Researches on Spatio-temporal Expressions of Intestinal Pressure Activity Acquired by the Capsule Robot.- Analysis of Chlorophyll Concentration during the Phytoplankton Spring Bloom in the Yellow Sea Based on the MODIS Data.- A Novel Association Rule Mining Based on Immune Computational Intelligence.- The Third Section: Computational Intelligence in Bioinformatics and Biometrics.- Face Recognition via Two Dimensional Locality Preserving Projection in Frequency Domain.- Prediction of Protein-Protein Interactions Using Subcellular and Functional Localizations.- Nucleosomes Are Well Positioned at Both Ends of Exons.- An Evaluation of DNA Barcoding Using Genetic Programming-Based Process.- Auto-Creation and Navigation of the Multi-area Topological Map for 3D Large-Scale Environment.- Relation of Infarct Location and Size to Extent of Infarct Expansion After Acute Myocardial Infarction: A Quantitative Study Based on a Canine Model.- Artificial Intelligence Based Optimization of Fermentation Medium for ?-Glucosidase Production from Newly Isolated Strain Tolypocladium Cylindrosporum.- The Human Computer Interaction Technology Based on Virtual Scene.- ICA-Based Automatic Classification of Magnetic Resonance Images from ADNI Data.- Label Propagation Algorithm Based on Non-negative Sparse Representation.- Multiple Sequence Alignment by Improved Hidden Markov Model Training and Quantum-Behaved Particle Swarm Optimization.- Breast Cancer Diagnosis Using WNN Based on GA.- Lattice-Based Artificial Endocrine System.- Direct Sparse Nearest Feature Classifier for Face Recognition.- The Fourth Section: Computational Methods and Intelligence in Modeling Molecular, Cellular and Multi-cellular behavior and Dynamics.- A Mathematical Model of Myelodysplastic Syndromes: The Effect of Stem Cell Niches.- Ion Channel Modeling and Simulation Using Hybrid Functional Petri Net.- Computer Simulation on the Compaction of Chromatin Fiber Induced by Salt.- Electrical Remolding and Mechanical Changes in Heart Failure: A Model Study.- Modeling Conformation of Protein Loops by Bayesian Network.- The Fifth Section: Intelligent Modeling, Monitoring, and Control of Complex Nonlinear Systems.- Towards Constraint Optimal Control of Greenhouse Climate.- A Kernel Spatial Complexity-Based Nonlinear Unmixing Method of Hyperspectral Imagery.- Study on Machine Vision Fuzzy Recognition Based on Matching Degree of Multi-characteristics.- Application and Numerical Simulation on Water Mist Cooling for Urban Environment Regulation.- Optimal Guaranteed Cost Control for Linear Uncertain System with Pole and H? Index Constraint.- Statistical Modelling of Glutamate Fermentation Process Based on GAMs.- The Application of Support Vector Regression in the Dual-Axis Tilt Sensor Modeling.- Implementing Eco-Friendly Reservoir Operation by Using Genetic Algorithm with Dynamic Mutation Operator.- The Sixth Section: Intelligent Medical Apparatus and Clinical Applications.- Research on the Biocompatibility of the Human Rectum and a Novel Artificial Anal Sphincter.- A Medical Tracking System for Contrast Media.- Rapid Planning Method for Robot Assited Minimally Invasive Surgery.- The Seventh Section: Modeling and Simulation of Societies and Collective Behavior.- Autonomic Behaviors of Swarm Robots Driven by Emotion and Curiosity.- Modelling and Simulating Dynamic Evolvement of Collective Learning Behaviors by Voronoi Diagram.- Study of the Airway Resistance of a Micro Robot System for Direct Tracheal Inspection.- Numerical Simulation of the Nutrient and Phytoplankton Dynamics in the Bohai Sea.- Personalized Reconstruction of 3D Face Based on Different Race.- Lake Eutrophication Evaluation and Diagnosis Based on Bayesian Method and SD Model.- The Eighth Section: Brain Stimulation, Neural Dynamics and Neural Interfacing.- Respiration Simulation of Human Upper Airway for Analysis of Obstructive Sleep Apnea Syndrome.- Optimization for Nonlinear Time Series and Forecast for Sleep.- Classifying EEG Using Incremental Support Vector Machine in BCIs.- Acute Isolation of Neurons Suitable for Patch-Clamping Study from Frontal Cortex of Mice.- Palmprint Identification Using PCA Algorithm and Hierarchical Neural Network.- Image Fusion Using Self-constraint Pulse-coupled Neural Network.- Segmentation for SAR Image Based on a New Spectral Clustering Algorithm.- The Ninth Section: Intelligent Construction and Energy Saving Techniques for Sustainable and Green Built Environment.- Satellite-Retrieved Surface Chlorophyll Concentration Variation Based on Statistical Methods in the Bohai Sea.- A Study on the Cooling Effects of Greenery on the Surrounding Areas by Computer Simulation for Green Built Environment.- Spatial-temporal Variation of Chlorophyll-a Concentration in the Bohai Sea.- Effect of the Twirling Frequency on Firing Patterns Evoked by Acupuncture.- The Tenth Section: Intelligent Water Treatment and Waste Management Technologies.- Comparison of Two Models for Calculating Water Environment Capacity of Songhua River.- Growth Characteristics and Fermentation Kinetics of Flocculants-Producing Bacterium F2.- Research on Enrichment for Anammox Bacteria Inoculated via Enhanced Endogenous Denitrification.- Evaluation of Geological Disaster with Extenics Based on Entropy Method*.


Titel: Life System Modeling and Intelligent Computing
Untertitel: International Conference on Life System Modeling and Simulation, LSMS 2010, and International Conference on Intelligent Computing for Sustainable Energy and Environment, ICSEE 2010, Wuxi, China, September 17-20, 2010. Proceedings
EAN: 9783642156144
ISBN: 978-3-642-15614-4
Format: Kartonierter Einband
Herausgeber: Springer, Berlin
Genre: Informatik
Anzahl Seiten: 719
Gewicht: 1035g
Größe: H239mm x B158mm x T28mm
Jahr: 2010
Untertitel: Englisch
Auflage: 2010

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