The continuous development of wireless networks and mobile devices has motivated an
intense research in mobile data services. Some of these services provide the user with …

Data Mining: Concepts and Techniques, Fourth Edition introduces concepts, principles, and
methods for mining patterns, knowledge, and models from various kinds of data for diverse …

The booming industry of location-based services has accumulated a huge collection of
users' location trajectories of driving, cycling, hiking, etc. In this work, we investigate the …

Existing prediction methods in moving objects databases cannot forecast locations
accurately if the query time is far away from the current time. Even for near future prediction …

Many location-based applications require constant monitoring of k-nearest neighbor (k-NN)
queries over moving objects within a geographic area. Existing approaches to this problem …

Given a large collection of co-evolving multiple time-series, which contains an unknown
number of patterns of different durations, how can we efficiently and effectively find typical …

This paper proposes a generic framework for monitoring continuous spatial queries over
moving objects. The framework distinguishes itself from existing work by being the first to …

Advances in wireless and mobile technology flood us with amounts of moving object data
that preclude all means of manual data processing. The volume of data gathered from …

Given multiple time sequences with missing values, we propose DynaMMo which
summarizes, compresses, and finds latent variables. The idea is to discover hidden …

Traffic surveillance has become an important topic in intelligent transportation systems
(ITSs), which is aimed at monitoring and managing traffic flow. With the progress in computer …