Search Results - "Data mining methods and algorithms"

Machine learning techniques for anti-money laundering (AML) solutions in suspicious transaction detection: a review by Chen, Zhiyuan, Van Khoa, Le Dinh, Teoh, Ee Na, Nazir, Amril, Karuppiah, Ettikan Kandasamy, Lam, Kim Sim

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Random Forests for multiclass classification: Random MultiNomial Logit by Prinzie, Anita, Van den Poel, Dirk

“…Several supervised learning algorithms are suited to classify instances into a multiclass value space. MultiNomial Logit (MNL) is recognized as a robust…”
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A novel and powerful hybrid classifier method: Development and testing of heuristic k-nn algorithm with fuzzy distance metric by Kahraman, Hamdi Tolga

“…Weight-tuning methods and distance metrics have a significant impact on the k-nearest neighbor-based classification. A major challenge is the issue of how to…”
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A time-efficient breadth-first level-wise lattice-traversal algorithm to discover rare itemsets by Troiano, Luigi, Scibelli, Giacomo

“…In this paper we face the problem of searching for rare itemsets. A main issue regards the strategy to adopt in exploring the power set lattice. Assuming a…”
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Fractal analysis of semantically distributed data by Kantardzic, Mehmed, Sadeghian, Pedram

“…The purpose of this paper is to present a simple, but efficient methodology for analysing semantically distributed data. The analysis reveals important…”
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A novel approach for efficient mining and hiding of sensitive association rule by Patil, Suraj P., Patewar, T. M

“…Data mining is the process of analyzing large database to find useful patterns. The term pattern refers to the items which are frequently occurring in set of…”
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