The analysis of maritime piracy occurred in Southeast Asia by using Bayesian network

M Jiang, J Lu - Transportation research part E: logistics and …, 2020 - Elsevier
Maritime piracy poses various risks that can cause disruptions, economic problems, injuries
of crew members, and damages to ships. This paper proposes an analytical model based on …

A novel flexible model for piracy and robbery assessment of merchant ship operations

S Pristrom, Z Yang, J Wang, X Yan - Reliability Engineering & System …, 2016 - Elsevier
Maritime piracy and robbery can not only cause logistics chain disruption leading to
economic consequences but also result in loss of lives, and short-and long-term health …

Micro-Doppler radar classification of humans and animals in an operational environment

WD Van Eeden, JP De Villiers, RJ Berndt… - Expert Systems with …, 2018 - Elsevier
A combined Gaussian mixture model and hidden Markov model (HMM) is developed to
distinguish between slow moving animal and human targets using mel-cepstrum …

[PDF][PDF] A review of contextual information for context-based approach in sentiment analysis

NN Yusof, A Mohamed, S Abdul-Rahman - International Journal of Machine …, 2018 - ijml.org
Online opinionated data has increased tremendously since the arrival of web 2.0. Users
have the authority to generate online content expressing their sentiments or opinions …

Naïve Bayes switching linear dynamical system: A model for dynamic system modelling, classification, and information fusion

JJ Dabrowski, JP de Villiers, C Beyers - Information Fusion, 2018 - Elsevier
Abstract The Naïve Bayes Switching Linear Dynamical System (NB-SLDS) is proposed as a
novel variant of the switching linear dynamical system (SLDS). The variant models multi …

Sharing economy and its effect on human behaviour changes in accommodation: a survey on Airbnb

M Abdar, NY Yen - International Journal of Social and …, 2017 - inderscienceonline.com
Advances in computer science prompt the creation of new economic models. One of them in
urban life is sharing economy. This new economic model receives high attentions and has …

A novel robust approach for handling illumination changes in video segmentation

KK Delibasis, T Goudas, I Maglogiannis - Engineering Applications of …, 2016 - Elsevier
In this work we propose a novel algorithm for foreground segmentation in video sequences
that achieves better accuracy, while maintaining low complexity and allows real time …

A comprehensive maritime benchmark dataset for detection, tracking and threat recognition

L Patino, T Cane, J Ferryman - 2021 17th IEEE International …, 2021 - ieeexplore.ieee.org
This paper describes a new multimodal maritime dataset recorded using a multispectral
suite of sensors, including AIS, GPS, radar, and visible and thermal cameras. The visible …

Context-based behaviour modelling and classification of marine vessels in an abalone poaching situation

JJ Dabrowski, JP de Villiers, C Beyers - Engineering Applications of …, 2017 - Elsevier
A decision-support system for combating abalone poaching is proposed. A dynamic
Bayesian network (DBN) is used to model context-based behaviour of vessels in a maritime …

Loitering behaviour detection of boats at sea

L Patino, J Ferryman - Proceedings of the IEEE Conference …, 2017 - openaccess.thecvf.com
We present in this paper a technique for Loitering detection based on the analysis of activity
zones of the monitored area. Activity zones are learnt online employing a soft computing …