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Stream reasoning: A survey and outlook: A summary of ten years of research and a vision for the next decade
Stream reasoning studies the application of inference techniques to data characterised by
being highly dynamic. It can find application in several settings, from Smart Cities to Industry …
being highly dynamic. It can find application in several settings, from Smart Cities to Industry …
Recent advancements in event processing
Event processing (EP) is a data processing technology that conducts online processing of
event information. In this survey, we summarize the latest cutting-edge work done on EP …
event information. In this survey, we summarize the latest cutting-edge work done on EP …
Complex event recognition in the big data era: a survey
The concept of event processing is established as a generic computational paradigm in
various application fields. Events report on state changes of a system and its environment …
various application fields. Events report on state changes of a system and its environment …
An event calculus for event recognition
Systems for symbolic event recognition accept as input a stream of time-stamped events
from sensors and other computational devices, and seek to identify high-level composite …
from sensors and other computational devices, and seek to identify high-level composite …
SCREEN: stream data cleaning under speed constraints
Stream data are often dirty, for example, owing to unreliable sensor reading, or erroneous
extraction of stock prices. Most stream data cleaning approaches employ a smoothing filter …
extraction of stock prices. Most stream data cleaning approaches employ a smoothing filter …
Recognizing patterns in streams with imprecise timestamps
Large-scale event systems are becoming increasingly popular in a variety of domains. Event
pattern evaluation plays a key role in monitoring applications in these domains. Existing …
pattern evaluation plays a key role in monitoring applications in these domains. Existing …
Multimodal event processing: A neural-symbolic paradigm for the internet of multimedia things
With the Internet of Multimedia Things (IoMT) becoming a reality, new approaches are
needed to process real-time multimodal event streams. Existing approaches to event …
needed to process real-time multimodal event streams. Existing approaches to event …
Tpstream: low-latency and high-throughput temporal pattern matching on event streams
M Körber, N Glombiewski, A Morgen… - Distributed and Parallel …, 2021 - Springer
Sequential pattern matching to detect a user-defined sequence of conditions on event
streams is a key feature in modern event processing systems. However, the sequential …
streams is a key feature in modern event processing systems. However, the sequential …
E-cube: multi-dimensional event sequence analysis using hierarchical pattern query sharing
Many modern applications, including online financial feeds, tag-based mass transit systems
and RFID-based supply chain management systems transmit real-time data streams. There …
and RFID-based supply chain management systems transmit real-time data streams. There …
Active complex event processing over event streams
State-of-the-art Complex Event Processing technology (CEP), while effective for pattern
query execution, is limited in its capability of reacting to opportunities and risks detected by …
query execution, is limited in its capability of reacting to opportunities and risks detected by …