ETD

• big data
• data structures
• database
• dictionary
• indexing
• neural networks
• Piecewise Geometric Model
• searching
• support vector regression
• wavelet transform

In this work of thesis we present a survey of approaches to evaluate the potential of non-linear models for the purpose of developing a new and more performing version of the Piecewise Geometric Model solving the static dictionary problem. We explore the space-time trade-off of such models with respect to datasets taken from real world applications.