Event prediction in the big data era: A systematic survey

L Zhao - ACM Computing Surveys (CSUR), 2021 - dl.acm.org
Events are occurrences in specific locations, time, and semantics that nontrivially impact
either our society or the nature, such as earthquakes, civil unrest, system failures …

Uncertainty representation in software models: a survey

J Troya, N Moreno, MF Bertoa, A Vallecillo - Software and Systems …, 2021 - Springer
This paper provides a comprehensive overview and analysis of research work on how
uncertainty is currently represented in software models. The survey presents the definitions …

Vision-based human activity recognition: a survey

DR Beddiar, B Nini, M Sabokrou, A Hadid - Multimedia Tools and …, 2020 - Springer
Human activity recognition (HAR) systems attempt to automatically identify and analyze
human activities using acquired information from various types of sensors. Although several …

Complex event recognition in the big data era: a survey

N Giatrakos, E Alevizos, A Artikis, A Deligiannakis… - The VLDB Journal, 2020 - Springer
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 …

DeepProbCEP: A neuro-symbolic approach for complex event processing in adversarial settings

MR Vilamala, T Xing, H Taylor, L Garcia… - Expert Systems with …, 2023 - Elsevier
Detecting complex events from subsymbolic data streams (such as images, audio
recordings or videos) is a challenging problem, as traditional symbolic approaches cannot …

Moving objects analytics: Survey on future location & trajectory prediction methods

H Georgiou, S Karagiorgou, Y Kontoulis… - arXiv preprint arXiv …, 2018 - arxiv.org
The tremendous growth of positioning technologies and GPS enabled devices has
produced huge volumes of tracking data during the recent years. This source of information …

Human activity recognition: A comprehensive review

H Kaur, V Rani, M Kumar - Expert Systems, 2024 - Wiley Online Library
Abstract Human Activity Recognition (HAR) is a highly promising research area meant to
automatically identify and interpret human behaviour using data received from sensors in …

A formal framework for complex event recognition

A Grez, C Riveros, M Ugarte… - ACM Transactions on …, 2021 - dl.acm.org
Complex event recognition (CER) has emerged as the unifying field for technologies that
require processing and correlating distributed data sources in real time. CER finds …

Rule based complex event processing for IoT applications: Review, classification and challenges

SS Kumar, S Agarwal - Expert Systems, 2024 - Wiley Online Library
In recent decades, data aggregation and correlation have emerged as a significant and
challenging area of research for finding useful relationships between different features of …

Dempster–shafer theory for modeling and treating uncertainty in iot applications based on complex event processing

EDC Bezerra, AS Teles, LR Coutinho… - Sensors, 2021 - mdpi.com
The Internet of Things (IoT) has emerged from the proliferation of mobile devices and objects
connected, resulting in the acquisition of periodic event flows from different devices and …