Massyl Benarab

DMPE: A Deterministic Multi-Criteria Proposer-Election State Machine for Permissioned Dis tributed Systems

Leader selection strongly affects performance and reliability in permissioned networks. Existing mechanisms rely on static schedules or protocol-specific reputation, limiting portable observation- driven selection across heterogeneous consensus engines. This paper presents DMPE,...

SAME: Similarity-Aware Monotonic Entropy for FWER-controlled association-rule mining without a minimum-support threshold

Every classical frequent-itemset miner asks the user for one number it cannot supply with confidence: the minimum support σ. Pick it too low and the output drowns in trivial associations;pick it too high and rare but meaningful patterns disappear; and whatever value is chosen, th...

SAME: Similarity-Aware Monotonic Entropy for FWER-controlled association-rule mining without a minimum-support threshold

Every classical frequent-itemset miner asks the user for one number it cannot supply with confidence: the minimum support σ. Pick it too low and the output drowns in trivial associations;pick it too high and rare but meaningful patterns disappear; and whatever value is chosen, th...