Conceptual Track -- Morphogenesis and Development -- Robotics and Autonomous Agents -- Evolutionary Computation and Theory -- Cellular Automata -- Models of Biological Systems and Their Applications -- Ant Colony and Swarm Systems -- Evolution of Communication -- Simulation of Social Interactions -- Self-replication -- Artificial Chemistry -- Posters.TheArti?cialLifetermappearedmorethan20yearsa…
Overview -- Active Mining Project: Overview -- Tutorial Papers -- Computational and Statistical Methods in Bioinformatics -- Indexing and Mining Audiovisual Data -- Active Information Collection -- Relevance Feedback Document Retrieval Using Support Vector Machines -- Micro View and Macro View Approaches to Discovered Rule Filtering -- Mining Chemical Compound Structure Data Using Inductive Log…
Toward an Interdisciplinary Methodology -- Stochastic Modelling -- Black Death: The Background -- Mathematical Formulation of the Knowledge Bases -- Spatiotemporal Mapping of the Epidemic -- Epea Pteroenta.If you want to achieve something, if you want to write a book, paint a picture, be sure the center of your existence is somewhere else and that it’s solidly grounded; only then will you be …
Section 1 – Rule Discovery. Population Dynamics of Genetic Algorithms. Approximating Value Functions in Classifier Systems. Two Simple Learning Classifier Systems. Computational Complexity of the XCS Classifier System. An Analysis of Continuous-Valued Representations for Learning Classifier Systems -- Section 2 – Credit Assignment. Reinforcement Learning: a Brief Overview. A Mathematical Fr…
Probabilistic Modeling -- A Leisurely Look at Statistical Inference -- to Learning Bayesian Networks from Data -- A Casual View of Multi-Layer Perceptrons as Probability Models -- Bioinformatics -- to Statistical Phylogenetics -- Detecting Recombination in DNA Sequence Alignments -- RNA-Based Phylogenetic Methods -- Statistical Methods in Microarray Gene Expression Data Analysis -- Inferring Ge…
Introduction: Proteomics and Protein-Protein Interactions: Biology, Chemistry, Bioinformatics, and Drug Design -- Yeast Two-Hybrid Protein-Protein Interaction Networks -- The Use of Mass Spectrometry in Studying Protein-Protein Interaction -- Molecular Recognition in the Immune System -- Computational Methods for Predicting Protein-Protein Interactions -- Protein-Protein Docking Methods -- Ther…
Principles -- Models of Systems -- The Modeling Process -- Qualitative Model Formulation -- Quantitative Model Formulation: I -- Quantitative Model Formulation: II -- Numerical Techniques -- Parameter Estimation -- Model Validation -- Model Analysis: Uncertainty and Behavior -- Stochastic Models -- Applications -- Photosynthesis and Plant Growth -- Hormonal Control in Mammals -- Populations and…
Overview -- Analytical Methods for Metabolome Sciences -- Development and Application of Capillary Electrophoresis-Mass Spectrometry Methods to Metabolomics -- Application of Electrospray Ionization Mass Spectrometry for Metabolomics -- High-Performance Liquid Chromatography and Liquid Chromatography/Mass Spectrometry Analyses of Metabolites in Microorganisms -- Metabolome Profiling of Human Ur…
Towards Integrative Functional Genomics Using Yeast as a Reference Model -- Metabolomics for the Assessment of Functional Diversity and Quality Traits in Plants -- Metabolomics: A New Approach Towards Identifying Biomarkers and Therapeutic Targets in CNS Disorders -- Comparative Metabolome Profiling Using Two Dimensional Thin Layer Chromatography (2DTLC) -- Capillary Electrophoresis and Its App…
Optical Microscopy for Cell Imaging -- to Transmission and Scanning Electron Microscopy -- Potential and Limitation of Cytochemistry -- Cryotechniques for Electron Microscopy: A Minireview -- Cell Membrane Specializations as Revealed by the Freeze-Fracture Technique -- Imaging, Measuring and Manipulating Biological Matter from the Millimeter to Nanometer Scale -- Inside the Small Length and Ene…