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This book constitutes the refereed proceedings of the 15th Annual International Conference on Research in Computational Molecular Biology, RECOMB 2011, held in Vancouver, Canada, in March 2011. The 43 revised full papers were carefully reviewed and selected from 153 submissions. The papers cover a wide range of topics including molecular sequence analysis; recognition of genes and regulatory elements; molecular evolution; gene expression; biological networks; sequencing and genotyping technologies; genomics; population, statistical genetics; systems biology; imaging; computational proteomics; molecular structural biology.

Molecular biology --- Computational biology --- Engineering & Applied Sciences --- Biology --- Health & Biological Sciences --- Biophysics --- Computer Science --- Mathematics --- Computer simulation --- Molecular biochemistry --- Molecular biophysics --- Computer science. --- Computers. --- Algorithms. --- Database management. --- Artificial intelligence. --- Bioinformatics. --- Computer Science. --- Algorithm Analysis and Problem Complexity. --- Computational Biology/Bioinformatics. --- Database Management. --- Computation by Abstract Devices. --- Artificial Intelligence (incl. Robotics). --- Computer Science, general. --- Bio-informatics --- Biological informatics --- Information science --- Systems biology --- AI (Artificial intelligence) --- Artificial thinking --- Electronic brains --- Intellectronics --- Intelligence, Artificial --- Intelligent machines --- Machine intelligence --- Thinking, Artificial --- Bionics --- Cognitive science --- Digital computer simulation --- Electronic data processing --- Logic machines --- Machine theory --- Self-organizing systems --- Simulation methods --- Fifth generation computers --- Neural computers --- Data base management --- Data services (Database management) --- Database management services --- DBMS (Computer science) --- Generalized data management systems --- Services, Database management --- Systems, Database management --- Systems, Generalized database management --- Algorism --- Algebra --- Arithmetic --- Automatic computers --- Automatic data processors --- Computer hardware --- Computing machines (Computers) --- Electronic calculating-machines --- Electronic computers --- Hardware, Computer --- Computer systems --- Cybernetics --- Calculators --- Cyberspace --- Informatics --- Science --- Data processing --- Foundations --- Biochemistry --- Biomolecules --- Computer software. --- Artificial Intelligence. --- Software, Computer --- Computational and Systems Biology. --- Theory of Computation.