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 …

A survey of uncertain data algorithms and applications

CC Aggarwal, SY Philip - IEEE Transactions on knowledge and …, 2008 - ieeexplore.ieee.org
In recent years, a number of indirect data collection methodologies have lead to the
proliferation of uncertain data. Such data points are often represented in the form of a …

A framework for clustering uncertain data

E Schubert, A Koos, T Emrich, A Züfle… - Proceedings of the …, 2015 - dl.acm.org
The challenges associated with handling uncertain data, in particular with querying and
mining, are finding increasing attention in the research community. Here we focus on …

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 …

A survey of uncertain data management

L Li, H Wang, J Li, H Gao - Frontiers of Computer Science, 2020 - Springer
Uncertain data are data with uncertainty information, which exist widely in database
applications. In recent years, uncertainty in data has brought challenges in almost all …

Probabilistic verifiers: Evaluating constrained nearest-neighbor queries over uncertain data

R Cheng, J Chen, M Mokbel… - 2008 IEEE 24th …, 2008 - ieeexplore.ieee.org
In applications like location-based services, sensor monitoring and biological databases, the
values of the database items are inherently uncertain in nature. An important query for …

Probabilistic nearest-neighbor query on uncertain objects

HP Kriegel, P Kunath, M Renz - … DASFAA 2007, Bangkok, Thailand, April 9 …, 2007 - Springer
Nearest-neighbor queries are an important query type for commonly used feature
databases. In many different application areas, eg sensor databases, location based …

Querying uncertain spatio-temporal data

T Emrich, HP Kriegel, N Mamoulis… - 2012 IEEE 28th …, 2012 - ieeexplore.ieee.org
The problem of modeling and managing uncertain data has received a great deal of interest,
due to its manifold applications in spatial, temporal, multimedia and sensor databases …

Cleaning uncertain data with quality guarantees

R Cheng, J Chen, X Xie - Proceedings of the VLDB Endowment, 2008 - dl.acm.org
Uncertain or imprecise data are pervasive in applications like location-based services,
sensor monitoring, and data collection and integration. For these applications, probabilistic …

Discovering threshold-based frequent closed itemsets over probabilistic data

Y Tong, L Chen, B Ding - 2012 IEEE 28th International …, 2012 - ieeexplore.ieee.org
In recent years, many new applications, such as sensor network monitoring and moving
object search, show a growing amount of importance of uncertain data management and …