Developing a Ship Collision Risk Index estimation model based on Dempster-Shafer theory

[1]  Wu Zhao-lin,et al.  Comments on Ship Domains , 1993, Journal of Navigation.

[2]  Jasper Snoek,et al.  Practical Bayesian Optimization of Machine Learning Algorithms , 2012, NIPS.

[3]  Ricardo Cerri,et al.  DSTARS: A multi-target deep structure for tracking asynchronous regressor stacking , 2020, Appl. Soft Comput..

[4]  Shufang Zhang,et al.  A Novel Method for Risk Assessment and Simulation of Collision Avoidance for Vessels based on AIS , 2018, Algorithms.

[5]  Qiang Meng,et al.  An Overview of Maritime Waterway Quantitative Risk Assessment Models , 2012, Risk analysis : an official publication of the Society for Risk Analysis.

[6]  Key-Pyo Rhee,et al.  A study on the collision avoidance of a ship using neural networks and fuzzy logic , 2012 .

[7]  Xiumin Chu,et al.  Ship predictive collision avoidance method based on an improved beetle antennae search algorithm , 2019, Ocean Engineering.

[8]  Dan Zhou,et al.  Dynamic Fuzzy Ship Domain Considering the Factors of Own Ship and Other Ships , 2019 .

[9]  Jiye Liang,et al.  An efficient instance selection algorithm for k nearest neighbor regression , 2017, Neurocomputing.

[10]  Osiris A. Valdez Banda,et al.  A risk analysis of winter navigation in Finnish sea areas. , 2015, Accident; analysis and prevention.

[11]  Jakub Montewka,et al.  Probability modelling of vessel collisions , 2010, Reliab. Eng. Syst. Saf..

[12]  J. Friedman.  Stochastic gradient boosting , 2002 .

[13]  Ashim Kumar Debnath,et al.  Modeling perceived collision risk in port water navigation , 2009 .

[15]  Lei Gao,et al.  The Dempster-Shafer Theory: An Introduction and Fraud Risk Assessment Illustration , 2011 .

[16]  Ho Namgung,et al.  Interval Type-2 Fuzzy Inference System Based on Closest Point of Approach for Collision Avoidance between Ships , 2020 .

[17]  Chunhe Xie,et al.  Failure mode and effects analysis based on a novel fuzzy evidential method , 2017, Appl. Soft Comput..

[18]  Wang Li,et al.  A real-time collision avoidance learning system for Unmanned Surface Vessels , 2016, Neurocomputing.

[19]  Yao Sun,et al.  Estimation of vessel collision risk index based on support vector machine , 2016 .

[20]  Leo Breiman,et al.  Random Forests , 2001, Machine Learning.

[21]  Emre Akyuz,et al.  Application of fuzzy bow-tie risk analysis to maritime transportation: The case of ship collision during the STS operation , 2020 .

[22]  Pengcheng Ye.  A Review on Surrogate-Based Global Optimization Methods for Computationally Expensive Functions , 2019 .

[23]  Bo Li,et al.  An approach of vessel collision risk assessment based on the D–S evidence theory , 2013 .

[24]  Arthur P. Dempster,et al.  Upper and Lower Probabilities Induced by a Multivalued Mapping , 1967, Classic Works of the Dempster-Shafer Theory of Belief Functions.

[25]  K Nomoto.  On the steering qualities of ships , 1957 .

[26]  Cheng-Neng Hwang,et al.  The Integrated Design of Fuzzy Collision-Avoidance and H∞-Autopilots on Ships , 2002, Journal of Navigation.

[27]  Stelios C. A. Thomopoulos,et al.  A fuzzy inference system for ship-ship collision alert generation , 2019, Defense + Commercial Sensing.

[28]  Weidong Zhang,et al.  Intelligent collision avoidance algorithms for USVs via deep reinforcement learning under COLREGs , 2020 .

[29]  Ryohei Sawada,et al.  Automatic ship collision avoidance using deep reinforcement learning with LSTM in continuous action spaces , 2020, Journal of Marine Science and Technology.

[30]  Abdel-Ouahab Boudraa,et al.  Dempster-Shafer's Basic Probability Assignment Based on Fuzzy Membership Functions , 2004 .

[31]  Alexander J. Smola,et al.  Support Vector Regression Machines , 1996, NIPS.

[32]  L Bin.  Behavior of Ship Officers in Maneuvering to Prevent a Collision , 2006 .

[33]  Pierre Geurts,et al.  Extremely randomized trees , 2006, Machine Learning.

[34]  Rafal Szlapczynski,et al.  A Unified Measure Of Collision Risk Derived From The Concept Of A Ship Domain , 2006, Journal of Navigation.

[35]  Ning Wang,et al.  A Survey on Ship Collision Risk Evaluation , 2014 .

[36]  P. V. Davis,et al.  A Computer Simulation of Marine Traffic Using Domains and Arenas , 1980, Journal of Navigation.