Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: While many advances towards effective anomaly detection techniques targeting specific applications have been made in recent years, little work has been done to develop application-agnostic approaches to the subject.#R##N##R##N#In this article,  present such an approach, in which anomaly detection methods are treated as formal, structured objects.#R##N##R##N# consider a general class of methods, with an emphasis on methods that utilize structural properties of the data they operate on.#R##N##R##N#For this class of methods,  develop a decomposition into sub-methodsâsimple, restricted objects, which may be reasoned about independently and combined to form methods.#R##N##R##N#As  show, this formalism enables the construction of software that facilitates formulating, implementing, evaluating, as ll as algorithmically finding and calibrating anomaly detection methods.
['André Eriksson', 'Hedvig Kjellström']
I am writing a research paper on a idea A Formal Approach to Anomaly Detection
[{"from": "human", "value": "I am writing a research paper on a idea A Formal Approach to Anomaly Detection"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: While many advances towards effective anomaly detection techniques targeting specific applications have been made in recent years, little work has been done to develop application-agnostic approaches to the subject.#R##N##R##N#In this article,  present such an approach, in which anomaly detection methods are treated as formal, structured objects.#R##N##R##N# consider a general class of methods, with an emphasis on methods that utilize structural properties of the data they operate on.#R##N##R##N#For this class of methods,  develop a decomposition into sub-methods\u00e2\u0080\u0094simple, restricted objects, which may be reasoned about independently and combined to form methods.#R##N##R##N#As  show, this formalism enables the construction of software that facilitates formulating, implementing, evaluating, as ll as algorithmically finding and calibrating anomaly detection methods."}]