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bit-vector encoding 1candidate superposition 1frequent itemset mining 1quantum algorithms 1threshold oracle 1

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20242026
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cs.DB2026

Quantum Computing and Data Processing for Frequent Itemset Mining

Yen-Hsin Hsu, Ya-Wen Teng, De-Nian Yang +3

The paper proposes a quantum computing framework (QFM) that encodes transaction data as bit‑vector qubits, creates superpositions of valid candidate itemsets, and uses a shallow th…