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Dynamic invariant detection is the identification of properties of programs by analyzing execution traces. Traditional dynamic invariant detectors, such as Daikon, use naive techniques based on verification of predefined invariant forms. Unfortunately, this may discard many useful knowledge such as relationship between variables. This kind of knowledge can be helpful to understand hidden dependencies...