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 …
Two general categories of uncertainty, namely, aleatory uncertainty and epistemic …
[書籍][B] The data matching process
P Christen, P Christen - 2012 - Springer
This chapter provides an overview of the data matching process, and describes the five
major steps involved in this process: data pre-processing (cleaning and standardisation) …
major steps involved in this process: data pre-processing (cleaning and standardisation) …
A survey of indexing techniques for scalable record linkage and deduplication
P Christen - IEEE transactions on knowledge and data …, 2011 - ieeexplore.ieee.org
Record linkage is the process of matching records from several databases that refer to the
same entities. When applied on a single database, this process is known as deduplication …
same entities. When applied on a single database, this process is known as deduplication …
Querying uncertain spatio-temporal data
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 …
due to its manifold applications in spatial, temporal, multimedia and sensor databases …
Uncertain spatial data management: An overview
A Züfle - Handbook of Big Geospatial Data, 2020 - Springer
Both the current trends in technology such as smart phones, general mobile devices,
stationary sensors, and satellites as we as a new user mentality of using this technology to …
stationary sensors, and satellites as we as a new user mentality of using this technology to …
Efficient probabilistic reverse nearest neighbor query processing on uncertain data
Given a query object q, a reverse nearest neighbor (RNN) query in a common certain
database returns the objects having q as their nearest neighbor. A new challenge for …
database returns the objects having q as their nearest neighbor. A new challenge for …
Managing uncertainty in spatial and spatio-temporal data
Location-related data has a tremendous impact in many applications of high societal
relevance and its growing volume from heterogeneous sources is one true example of a Big …
relevance and its growing volume from heterogeneous sources is one true example of a Big …
Cleaning uncertain data for top-k queries
The information managed in emerging applications, such as sensor networks, location-
based services, and data integration, is inherently imprecise. To handle data uncertainty …
based services, and data integration, is inherently imprecise. To handle data uncertainty …
[PDF][PDF] Indexing and query processing techniques in spatio-temporal data
Indexing and query processing is an emerging research field in spatio-temporal data. Most
of the real-time applications such as location based services, fleet management, traffic …
of the real-time applications such as location based services, fleet management, traffic …
Uncertainty in spatial trajectories
G Trajcevski - Computing with Spatial Trajectories, 2011 - Springer
This chapter presents a systematic overview of the various issues and solutions related to
the notion of uncertainty in the settings of moving objects trajectories. The sources of …
the notion of uncertainty in the settings of moving objects trajectories. The sources of …