An Intelligent Data Analysis for Hotel Recommendation Systems using Machine Learning

no code implementations • 15 Oct 2019 • Bushra Ramzan, Imran Sarwar Bajwa, Noreen Jamil, Farhaan Mirza

This paper presents an intelligent approach to handle heterogeneous and large-sized data using machine learning to generate true recommendations for the future customers.

BIG-bench Machine Learning Collaborative Filtering +3

Speeding up SOR Solvers for Constraint-based GUIs with a Warm-Start Strategy

no code implementations • 6 Jan 2014 • Noreen Jamil, Johannes Müller, Christof Lutteroth, Gerald Weber

Constraints are a powerful tool for specifying adaptable GUI layouts: they are used to specify a layout in a general form, and a constraint solver is used to find a satisfying concrete layout, e. g.\ for a specific GUI size.

Constraint Solvers for User Interface Layout

no code implementations • 6 Jan 2014 • Noreen Jamil

Current constraint solvers designed for GUI layout do not use interior point methods for solving a quadratic objective function subject to linear equality and inequality constraints.