I learned the Misra-Gries algorithm in the course SDSC 3001 (Big Data: The Arts and Science of Scaling) taught by Dr.Yu Yang at CityU. In the third assignment, we were asked to implement the algorithm to mine top-k most frequent patterns. The assignment was well structured and first we were asked to mathematically prove the correctness of our algorithm followed by the implementation.
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Misra-Gries algorithm for frequent pattern mining.
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