Integrating Database Technologies and Visual Analysis in Bioinformatics for Genome Data

将数据库技术和可视化分析集成到基因组数据的生物信息学中

• 批准号: DP0344488
• 负责人: Prof Yi-Ping Phoebe Chen
• 金额: $ 8.05万
• 依托单位: Queensland University of Technology
• 依托单位国家: 澳大利亚
• 项目类别: Discovery Projects
• 财政年份: 2003
• 资助国家: 澳大利亚
• 起止时间: 2003-01-15 至 2004-12-31
• 项目状态: 已结题
• 来源: https://dataportal.arc.gov.au/RGS/Web/Grants/DP0344488
• 关键词: Integrating; Database; Technologies; Visual; Analysis

Solving modern biological problems, especially those involving genome data, requires advanced computational and analytical methods. The huge quantities of data and escalating demands of modern biological research increasingly require the sophistication and power of object-relational database tools. Key techniques include relational data management, pattern recognition, data mining and visualization of biological data. In this project we will develop efficient methodologies and data structures for gathering high-quality approximations of full genomic information, and will use these innovations as the foundation to develop novel, practical tools for clustering and visualization in genomic data mining and database management.

解决现代生物学问题，特别是涉及基因组数据的问题，需要先进的计算和分析方法。大量的数据和现代生物学研究不断升级的需求越来越需要对象关系数据库工具的复杂性和功能。关键技术包括关系数据管理、模式识别、数据挖掘和生物数据可视化。在这个项目中，我们将开发有效的方法和数据结构，用于收集完整基因组信息的高质量近似值，并将使用这些创新作为基础，开发用于基因组数据挖掘和数据库管理的聚类和可视化的新颖实用工具。