118 citations · 202 across the 19 of their papers we have counts for
23 papers
Complex Event Recognition with Symbolic Register Transducers: Extended Technical Report
Elias Alevizos, Alexander Artikis, Georgios Paliouras
We present a system for Complex Event Recognition (CER) based on automata. While multiple such systems have been described in the literature, they typically suffer from a lack of c…
Early Time-Series Classification Algorithms: An Empirical Comparison
Charilaos Akasiadis, Evgenios Kladis, Evangelos Michelioudakis +2
Early Time-Series Classification (ETSC) is the task of predicting the class of incoming time-series by observing as few measurements as possible. Such methods can be employed to ob…
Symbolic Register Automata for Complex Event Recognition and Forecasting
Elias Alevizos, Alexander Artikis, Georgios Paliouras
We propose an automaton model which is a combination of symbolic and register automata, i.e., we enrich symbolic automata with memory. We call such automata Symbolic Register Autom…
Complex Event Forecasting with Prediction Suffix Trees: Extended Technical Report
Elias Alevizos, Alexander Artikis, Georgios Paliouras
Complex Event Recognition (CER) systems have become popular in the past two decades due to their ability to "instantly" detect patterns on real-time streams of events. However, the…
Online Learning Probabilistic Event Calculus Theories in Answer Set Programming
Nikos Katzouris, Alexander Artikis, Georgios Paliouras
Complex Event Recognition (CER) systems detect event occurrences in streaming time-stamped input using predefined event patterns. Logic-based approaches are of special interest in…
Parallel Model Exploration for Tumor Treatment Simulations
Charilaos Akasiadis, Miguel Ponce-de-Leon, Arnau Montagud +6
Computational systems and methods are often being used in biological research, including the understanding of cancer and the development of treatments. Simulations of tumor growth…