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A survey on trajectory data management, analytics, and learning
Recent advances in sensor and mobile devices have enabled an unprecedented increase
in the availability and collection of urban trajectory data, thus increasing the demand for …
in the availability and collection of urban trajectory data, thus increasing the demand for …
A survey on trajectory data mining: Techniques and applications
Rapid advance of location acquisition technologies boosts the generation of trajectory data,
which track the traces of moving objects. A trajectory is typically represented by a sequence …
which track the traces of moving objects. A trajectory is typically represented by a sequence …
Deep learning for trajectory data management and mining: A survey and beyond
Trajectory computing is a pivotal domain encompassing trajectory data management and
mining, garnering widespread attention due to its crucial role in various practical …
mining, garnering widespread attention due to its crucial role in various practical …
DITA: Distributed in-memory trajectory analytics
Trajectory analytics can benefit many real-world applications, eg, frequent trajectory based
navigation systems, road planning, car pooling, and transportation optimizations. Existing …
navigation systems, road planning, car pooling, and transportation optimizations. Existing …
Distributed trajectory similarity search
Mobile and sensing devices have already become ubiquitous. They have made tracking
moving objects an easy task. As a result, mobile applications like Uber and many IoT …
moving objects an easy task. As a result, mobile applications like Uber and many IoT …
A deep generative model for trajectory modeling and utilization
Modern location-based systems have stimulated explosive growth of urban trajectory data
and promoted many real-world applications, eg, trajectory prediction. However, heavy big …
and promoted many real-world applications, eg, trajectory prediction. However, heavy big …
Trajectory simplification: an experimental study and quality analysis
The ubiquitousness of GPS sensors in smart-phones, vehicles and wearable devices has
enabled the collection of massive volumes of trajectory data from tracing moving objects …
enabled the collection of massive volumes of trajectory data from tracing moving objects …
Let's speak trajectories
Trajectory-based applications have acquired significant attention over the past decade with
the rising size of trajectory data generated by users. However, building trajectory-based …
the rising size of trajectory data generated by users. However, building trajectory-based …
An efficient and distributed framework for real-time trajectory stream clustering
With the explosive ubiquity of GPS-equipped devices, eg, mobile phones, vehicles, and
vessels, a massive amount of real-time, unbounded, and varying-sampling trajectory …
vessels, a massive amount of real-time, unbounded, and varying-sampling trajectory …
Bounded quadrant system: Error-bounded trajectory compression on the go
Long-term location tracking, where trajectory compression is commonly used, has gained
high interest for many applications in transport, ecology, and wearable computing. However …
high interest for many applications in transport, ecology, and wearable computing. However …