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Filtering by: Creator Madden, Christopher Advisor Termehchy, Arash Resource Type Dissertation

Redesigning the Structure and Access Paths of Databases for Effective and Efficient Query Processing

Creator:

Ghadakchi, Vahid

Abstract:

Many database users are not familiar with formal query languages, the concept of schema, or the exact content of their database. Thus, it is challenging for these users to formulate their information needs over semi-structured and structured databases. To address this problem, researchers have proposed usable query interfaces over which...

Resource Type:

Dissertation
Representationally Robust and Scalable Learning over Relational Databases

Creator:

Picado Leiva, Jose Manuel

Abstract:

Learning novel concepts from relational databases is an important problem with applications in several disciplines, such as data management, natural language processing, and bioinformatics. For a learning algorithm to be effective, the input data should be clean and in some desired representation. However, real-world data is usually heterogeneous – the...

Resource Type:

Dissertation