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03/03/2022
Early Time-Series Classification Algorithms: An Empirical Comparison
Early Time-Series Classification (ETSC) is the task of predicting the cl...
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10/08/2021
Symbolic Register Automata for Complex Event Recognition and Forecasting
We propose an automaton model which is a combination of symbolic and reg...
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09/01/2021
Complex Event Forecasting with Prediction Suffix Trees: Extended Technical Report
Complex Event Recognition (CER) systems have become popular in the past ...
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03/31/2021
Online Learning Probabilistic Event Calculus Theories in Answer Set Programming
Complex Event Recognition (CER) systems detect event occurrences in stre...
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03/25/2021
Parallel Model Exploration for Tumor Treatment Simulations
Computational systems and methods are being applied to solve biological ...
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09/19/2020
Proceedings 36th International Conference on Logic Programming (Technical Communications)
Since the first conference held in Marseille in 1982, ICLP has been the ...
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05/11/2020
Optimizing Vessel Trajectory Compression
In previous work we introduced a trajectory detection module that can pr...
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07/25/2019
Online Event Recognition from Moving Vehicles: Application Paper
We present a system for online composite event recognition over streamin...
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03/07/2019
Composite Event Recognition for Maritime Monitoring
Maritime monitoring systems support safe shipping as they allow for the ...
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03/07/2019
Composite Event Recognition for Maritime Monitoring: Industry Paper
Maritime monitoring systems support safe shipping as they allow for the ...
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12/16/2018
Wayeb: a Tool for Complex Event Forecasting
Complex Event Processing (CEP) systems have appeared in abundance during...
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04/27/2018
Event Forecasting with Pattern Markov Chains
We present a system for online probabilistic event forecasting. We assum...
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04/26/2018
Symbolic Automata with Memory: a Computational Model for Complex Event Processing
We propose an automaton model which is a combination of symbolic and reg...
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03/01/2018
Semi-Supervised Online Structure Learning for Composite Event Recognition
Online structure learning approaches, such as those stemming from Statis...
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02/12/2018
The Complex Event Recognition Group
The Complex Event Recognition (CER) group is a research team, affiliated...
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05/05/2017
Distributed Online Learning of Event Definitions
Logic-based event recognition systems infer occurrences of events in tim...
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07/30/2016
Online Learning of Event Definitions
Systems for symbolic event recognition infer occurrences of events in ti...
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01/22/2016
Online Event Recognition from Moving Vessel Trajectories
We present a system for online monitoring of maritime activity over stre...
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05/20/2015
Reactive Reasoning with the Event Calculus
Systems for symbolic event recognition accept as input a stream of time-...
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02/24/2014
Incremental Learning of Event Definitions with Inductive Logic Programming
Event recognition systems rely on properly engineered knowledge bases of...
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07/13/2012
Probabilistic Event Calculus for Event Recognition
Symbolic event recognition systems have been successfully applied to a v...
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04/09/2012