Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: The maritime industry is experiencing one of its longest and fastest periods of growth. Hence, the global maritime surveillance capacity is in a great need of growth as ll. The detection of vessel activity is an important objective of the civil security domain. Detecting vessel activity may become problematic if audit data is uncertain.  aims to investigate if Bayesian networks acquired from expert knowledge can detect activities with a signature-based detection approach. For this, a maritime pilot-boat scenario has been identified with a domain expert. Each of the scenario's activities has been divided up into signatures where each signature relates to a specific Bayesian network information node. The signatures re implemented to find evidences for the Bayesian network information nodes. AIS-data with real world observations have been used for testing, which have shown that it is possible to detect the maritime pilot-boat scenario based on the taken approach.
['Farzad Fooladvandi', 'Christoffer Brax', 'Per M. Gustavsson', 'Mikael Fredin']
I am writing a research paper on a idea Signature-based activity detection based on Bayesian networks acquired from expert knowledge
[{"from": "human", "value": "I am writing a research paper on a idea Signature-based activity detection based on Bayesian networks acquired from expert knowledge"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: The maritime industry is experiencing one of its longest and fastest periods of growth. Hence, the global maritime surveillance capacity is in a great need of growth as ll. The detection of vessel activity is an important objective of the civil security domain. Detecting vessel activity may become problematic if audit data is uncertain.  aims to investigate if Bayesian networks acquired from expert knowledge can detect activities with a signature-based detection approach. For this, a maritime pilot-boat scenario has been identified with a domain expert. Each of the scenario's activities has been divided up into signatures where each signature relates to a specific Bayesian network information node. The signatures re implemented to find evidences for the Bayesian network information nodes. AIS-data with real world observations have been used for testing, which have shown that it is possible to detect the maritime pilot-boat scenario based on the taken approach."}]