Towards a Convolutional Neural Network model for classifying regional ship collision risk levels for waterway risk analysis
Published 2020 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Towards a Convolutional Neural Network model for classifying regional ship collision risk levels for waterway risk analysis
Authors
Keywords
Convolutional Neural Network, Machine learning, Image recognition, Ship-ship collision, Maritime Safety, AIS data
Journal
RELIABILITY ENGINEERING & SYSTEM SAFETY
Volume 204, Issue -, Pages 107127
Publisher
Elsevier BV
Online
2020-07-22
DOI
10.1016/j.ress.2020.107127
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Improving stand-on ship's situational awareness by estimating the intention of the give-way ship
- (2020) Lei Du et al. OCEAN ENGINEERING
- Review and analysis of methods for assessing maritime waterway risk based on non-accident critical events detected from AIS data
- (2020) Lei Du et al. RELIABILITY ENGINEERING & SYSTEM SAFETY
- A bibliometric analysis and systematic review of shipboard Decision Support Systems for accident prevention
- (2020) Mateusz Gil et al. SAFETY SCIENCE
- Preventing shipping accidents: Past, present, and future of waterway risk management with Baltic Sea focus
- (2020) Ketki Kulkarni et al. SAFETY SCIENCE
- A COLREG-compliant ship collision alert system for stand-on vessels
- (2020) Lei Du et al. OCEAN ENGINEERING
- Probabilistic risk analysis for ship-ship collision: State-of-the-art
- (2019) Pengfei Chen et al. SAFETY SCIENCE
- Ship collision avoidance methods: State-of-the-art
- (2019) Yamin Huang et al. SAFETY SCIENCE
- Models and computational algorithms for maritime risk analysis: a review
- (2018) Gino J. Lim et al. ANNALS OF OPERATIONS RESEARCH
- Resource2Vec: Linked Data distributed representations for term discovery in automatic speech recognition
- (2018) Alejandro Coucheiro-Limeres et al. EXPERT SYSTEMS WITH APPLICATIONS
- Fine-tuning Convolutional Neural Networks for Fine Art Classification
- (2018) Eva Cetinic et al. EXPERT SYSTEMS WITH APPLICATIONS
- Evolutionary convolutional neural networks: An application to handwriting recognition
- (2018) Alejandro Baldominos et al. NEUROCOMPUTING
- A novel ship trajectory reconstruction approach using AIS data
- (2018) Liye Zhang et al. OCEAN ENGINEERING
- Spatial mapping of encounter probability in congested waterways using AIS
- (2018) Yigit C. Altan et al. OCEAN ENGINEERING
- Maritime navigation accidents and risk indicators: An exploratory statistical analysis using AIS data and accident reports
- (2018) Rolf J. Bye et al. RELIABILITY ENGINEERING & SYSTEM SAFETY
- Prediction in a risk analysis context: Implications for selecting a risk perspective in practical applications
- (2018) Floris Goerlandt et al. SAFETY SCIENCE
- An online platform for rapid oil outflow assessment from grounded tankers for pollution response
- (2018) Kristjan Tabri et al. MARINE POLLUTION BULLETIN
- Evaluation of deep neural networks for traffic sign detection systems
- (2018) Álvaro Arcos-García et al. NEUROCOMPUTING
- Ship collision candidate detection method: A velocity obstacle approach
- (2018) Pengfei Chen et al. OCEAN ENGINEERING
- A flexible decision-support solution for intervention measures of grounded ships in the Yangtze River
- (2017) Bing Wu et al. OCEAN ENGINEERING
- Forecasts or fortune-telling: When are expert judgements of safety risk valid?
- (2017) Andrew Rae et al. SAFETY SCIENCE
- An analysis of wintertime navigational accidents in the Northern Baltic Sea
- (2017) Floris Goerlandt et al. SAFETY SCIENCE
- Learning Traffic as Images: A Deep Convolutional Neural Network for Large-Scale Transportation Network Speed Prediction
- (2017) Xiaolei Ma et al. SENSORS
- Big AIS data based spatial-temporal analyses of ship traffic in Singapore port waters
- (2017) Liye Zhang et al. TRANSPORTATION RESEARCH PART E-LOGISTICS AND TRANSPORTATION REVIEW
- The Effect of Traffic Complexity on the Development of Near Misses on the North Sea
- (2017) Fulko van Westrenen et al. IEEE Transactions on Systems Man Cybernetics-Systems
- Recognizing emotions in text using ensemble of classifiers
- (2016) Isidoros Perikos et al. ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
- Deep neural network for halftone image classification based on sparse auto-encoder
- (2016) Yan Zhang et al. ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
- The effect of extreme weather conditions on commercial fishing activities and vessel incidents in Atlantic Canada
- (2016) Sara Rezaee et al. OCEAN & COASTAL MANAGEMENT
- An advanced method for detecting possible near miss ship collisions from AIS data
- (2016) Weibin Zhang et al. OCEAN ENGINEERING
- A novel marine radar targets extraction approach based on sequential images and Bayesian Network
- (2016) Feng Ma et al. OCEAN ENGINEERING
- Statistical analysis of ship accidents and review of safety level
- (2016) Eliopoulou Eleftheria et al. SAFETY SCIENCE
- Vessel TRIAGE: A method for assessing and communicating the safety status of vessels in maritime distress situations
- (2016) Jori Nordström et al. SAFETY SCIENCE
- Expert elicitation and Bayesian Network modeling for shipping accidents: A literature review
- (2016) Guizhen Zhang et al. SAFETY SCIENCE
- Selection of maritime safety control options for NUC ships using a hybrid group decision-making approach
- (2016) Bing Wu et al. SAFETY SCIENCE
- A Bayesian Network for Assessing the Collision Induced Risk of an Oil Accident in the Gulf of Finland
- (2015) Annukka Lehikoinen et al. ENVIRONMENTAL SCIENCE & TECHNOLOGY
- A method for detecting possible near miss ship collisions from AIS data
- (2015) Weibin Zhang et al. OCEAN ENGINEERING
- Modelling of marine traffic flow complexity
- (2015) Yuanqiao Wen et al. OCEAN ENGINEERING
- Maritime transportation risk analysis: Review and analysis in light of some foundational issues
- (2015) Floris Goerlandt et al. RELIABILITY ENGINEERING & SYSTEM SAFETY
- Disutility analysis of oil spills: Graphs and trends
- (2014) Nikolaos P. Ventikos et al. MARINE POLLUTION BULLETIN
- Bayesian network modeling of Port State Control inspection findings and ship accident involvement
- (2013) Maria Hänninen et al. EXPERT SYSTEMS WITH APPLICATIONS
- The Shipwrecks in Greece are Going Fuzzy: A Study for the Potential of Oil Pollution from Shipwrecks in Greek Waters
- (2013) Nikolaos P. Ventikos et al. HUMAN AND ECOLOGICAL RISK ASSESSMENT
- Use of AIS Data to Characterise Marine Traffic Patterns and Ship Collision Risk off the Coast of Portugal
- (2013) P.A.M. Silveira et al. JOURNAL OF NAVIGATION
- On the reliability and validity of ship–ship collision risk analysis in light of different perspectives on risk
- (2013) Floris Goerlandt et al. SAFETY SCIENCE
- Safety Risk Analysis of Maritime Transportation
- (2013) Birnur Ozbas TRANSPORTATION RESEARCH RECORD
- An intelligent real-time multi-vessel collision risk assessment system from VTS view point based on fuzzy inference system
- (2012) Ahmad C. Bukhari et al. EXPERT SYSTEMS WITH APPLICATIONS
- Vessel Collision Frequency Estimation in the Singapore Strait
- (2012) Jinxian Weng et al. JOURNAL OF NAVIGATION
- Oil spill response planning with consideration of physicochemical evolution of the oil slick: A multiobjective optimization approach
- (2011) Zhixia Zhong et al. COMPUTERS & CHEMICAL ENGINEERING
- Modelling Port Water Collision Risk Using Traffic Conflicts
- (2011) Ashim Kumar Debnath et al. JOURNAL OF NAVIGATION
- A Bayesian network for analyzing biological acute and long-term impacts of an oil spill in the Gulf of Finland
- (2011) Tiina Lecklin et al. MARINE POLLUTION BULLETIN
- An Overview of Maritime Waterway Quantitative Risk Assessment Models
- (2011) Suyi Li et al. RISK ANALYSIS
- Study on collision avoidance in busy waterways by using AIS data
- (2010) Jun Min Mou et al. OCEAN ENGINEERING
- Probability modelling of vessel collisions
- (2010) Jakub Montewka et al. RELIABILITY ENGINEERING & SYSTEM SAFETY
- Highlights from the literature on accident causation and system safety: Review of major ideas, recent contributions, and challenges
- (2010) J.H. Saleh et al. RELIABILITY ENGINEERING & SYSTEM SAFETY
- On a risk management analysis of oil spill risk using maritime transportation system simulation
- (2009) J. René van Dorp et al. ANNALS OF OPERATIONS RESEARCH
- A Unified Analytical Framework for Ship Domains
- (2009) Ning Wang et al. JOURNAL OF NAVIGATION
- Analysis of the marine traffic safety in the Gulf of Finland
- (2009) P. Kujala et al. RELIABILITY ENGINEERING & SYSTEM SAFETY
- Risk Analysis of the Vessel Traffic in the Strait of Istanbul
- (2009) Özgecan S. Ulusçu et al. RISK ANALYSIS
- Modeling perceived collision risk in port water navigation
- (2009) Hoong Chor Chin et al. SAFETY SCIENCE
Publish scientific posters with Peeref
Peeref publishes scientific posters from all research disciplines. Our Diamond Open Access policy means free access to content and no publication fees for authors.
Learn MoreFind the ideal target journal for your manuscript
Explore over 38,000 international journals covering a vast array of academic fields.
Search