Trajectory data mining: an overview

Y Zheng - ACM Transactions on Intelligent Systems and …, 2015 - dl.acm.org
The advances in location-acquisition and mobile computing techniques have generated
massive spatial trajectory data, which represent the mobility of a diversity of moving objects …

Dealing with uncertainty: A survey of theories and practices

Y Li, J Chen, L Feng - IEEE Transactions on Knowledge and …, 2012 - ieeexplore.ieee.org
Uncertainty accompanies our life processes and covers almost all fields of scientific studies.
Two general categories of uncertainty, namely, aleatory uncertainty and epistemic …

Monochromatic and bichromatic reverse skyline search over uncertain databases

X Lian, L Chen - Proceedings of the 2008 ACM SIGMOD international …, 2008 - dl.acm.org
Reverse skyline queries over uncertain databases have many important applications such
as sensor data monitoring and business planning. Due to the existence of uncertainty in …

Location-dependent query processing: Where we are and where we are heading

S Ilarri, E Mena, A Illarramendi - ACM computing surveys (CSUR), 2010 - dl.acm.org
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 …

Fast neighbor search by using revised kd tree

Y Chen, L Zhou, Y Tang, JP Singh, N Bouguila… - Information …, 2019 - Elsevier
We present two new neighbor query algorithms, including range query (RNN) and nearest
neighbor (NN) query, based on revised kd tree by using two techniques. The first technique …

Semantics of ranking queries for probabilistic data and expected ranks

G Cormode, F Li, K Yi - 2009 IEEE 25th International …, 2009 - ieeexplore.ieee.org
When dealing with massive quantities of data, top-k queries are a powerful technique for
returning only the k most relevant tuples for inspection, based on a scoring function. The …

A survey of queries over uncertain data

Y Wang, X Li, X Li, Y Wang - Knowledge and information systems, 2013 - Springer
Uncertain data have already widely existed in many practical applications recently, such as
sensor networks, RFID networks, location-based services, and mobile object management …

Desks: Direction-aware spatial keyword search

G Li, J Feng, J Xu - 2012 IEEE 28th International Conference on …, 2012 - ieeexplore.ieee.org
Location-based services (LBS) have been widely accepted by mobile users. Many LBS
users have direction-aware search requirement that answers must be in the search …

A unified approach to ranking in probabilistic databases

J Li, B Saha, A Deshpande - arxiv preprint arxiv:0904.1366, 2009 - arxiv.org
The dramatic growth in the number of application domains that naturally generate
probabilistic, uncertain data has resulted in a need for efficiently supporting complex …

Efficient search for the top-k probable nearest neighbors in uncertain databases

G Beskales, MA Soliman, IF Ilyas - Proceedings of the VLDB Endowment, 2008 - dl.acm.org
Uncertainty pervades many domains in our lives. Current real-life applications, eg, location
tracking using GPS devices or cell phones, multimedia feature extraction, and sensor data …