Výsledky vyhľadávania - Data mining methods and algorithms

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

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A novel and powerful hybrid classifier method: Development and testing of heuristic k-nn algorithm with fuzzy distance metric Autor Kahraman, Hamdi Tolga

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

“… Assuming a power set lattice with full set at the top and empty set at the bottom, the most of the algorithms adopt a bottom-up exploration, i.e…”
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Random Forests for multiclass classification: Random MultiNomial Logit Autor Prinzie, Anita, Van den Poel, Dirk

“…Several supervised learning algorithms are suited to classify instances into a multiclass value space. MultiNomial Logit (MNL…”
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Groundwater spring potential mapping using population-based evolutionary algorithms and data mining methods Autor Chen, Wei, Tsangaratos, Paraskevas, Ilia, Ioanna, Duan, Zhao, Chen, Xinjian

“…) in order to perform a feature selection procedure and data mining methods for generating a groundwater spring potential map…”
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Fractal analysis of semantically distributed data Autor Kantardzic, Mehmed, Sadeghian, Pedram

“… This information can be helpful in deriving accurate data mining models that correctly reflect the semantics of the distributed data sites and help in avoiding inappropriate summarisation of the data…”
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A novel global optimization algorithm and data-mining methods for turbomachinery design Autor Li, Xiaojian, Zhao, Yijia, Liu, Zhengxian

“…), two data-mining techniques, a 3D blade parameterization method, and the aerodynamic/mechanical codes…”
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Comparative analysis of algorithms with data mining methods for examining attitudes towards STEM fields Autor Göktepe Körpeoğlu, Seda, Göktepe Yıldız, Sevda

“… Here, we aimed to estimate middle school students’ attitudes towards STEM with data mining algorithms using classification analysis…”
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The Effect of Data Conversion Methods (Naive Bayes, C5.0 & Support Vector Machine) on the Performance of Classification Algorithms in Data Mining Autor Attallah, Hussein Ali, Al-Asadi, Ahmed, Sadeq, Doctor, Sadeer

“… (NB), C5.0 and support vector machines (SVM) by applying minimum-maximum and z-score normalisation and equal width and equal frequency spacing discrimination methods to different types of data produced by simulation…”
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Retracted: Time Series Symbolization Method for the Data Mining K-Means Algorithm Autor in Nature and Society, Discrete Dynamics

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Time Series Symbolization Method for the Data Mining K-Means Algorithm Autor Wang, Guisheng

“… Considering the excellent performance of the K-means algorithm in data mining and processing, as well as in the allocation algorithm for clustering, we plan to develop a simple method…”
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Introducing a framework for modeling of drug electrochemical removal from wastewater based on data mining algorithms, scatter interpolation method, and multi criteria decision analysis (DID) Autor Farzin, Saeed, Nabizadeh Chianeh, Farideh, Valikhan Anaraki, Mahdi, Mahmoudian, Fatemeh

“… On the other hand, achieving this aim requires a lot of cost and time. The superiority of data mining based methods over conventional mathematical methods have made these methods a good solution to solve this problem…”
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Provide a method to diagnose and optimize diabetes using data mining methods and firefly algorithm Autor Reza Molaee Fard

“… The use of data mining methods can help in the early diagnosis of diabetes, which prevents the progression of this disease and many of its complications such as cardiovascular disease, vision…”
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IMPROVING FRAUD DETECTION IN NATURAL GAS DISTRIBUTION BY COMBINING TRADITIONAL METHODS WITH SPECIFIC DATA MINING ALGORITHMS Autor Gresoi, Silviu, Mocanu, Ștefan, Făgărășan, Ioana, Stamatescu, Grigore

“…Energy systems, either based on electricity or natural gas, are omnipresent regardless of the financial status of a country or an area. Due to a variety of…”
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Designing determination of procrastination level in students utilize genetic algorithms method in data mining classification Autor Syamsiah, S, Wiratmani, E, Sirait, E D

“… In Genetic Algorithm method, this study utilizemost appropriate determined indicators with Chromosome Representative in similarity between data characteristics in the constituent criteria…”
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A Novel Literary Translation Text Classification Method Based on Distributed Incremental Sequence Data Mining Algorithm Autor Sun, Ji

“…With the rapid development of electronic information technology and Internet technology, people's ability to generate and collect data is also increasing…”
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A hybrid decision tree/genetic algorithm method for data mining Autor Carvalho, Deborah R., Freitas, Alex A.

“… The central idea of this hybrid method involves the concept of small disjuncts in data mining, as follows…”
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The evaluation method of college teachers' morality considering intelligent emotion recognition and data mining algorithm Autor Hu, Xingcui

“… This article combines intelligent emotion detection technology and a data mining algorithm to develop a model for evaluating college professors' morals to discover an effective way to do so…”
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Data Mining Method of Intelligent Market Management Based on Collaborative Recommendation Algorithm Autor Wu, Ziling, Wang, Shi, Cai, Yuanhang

“… an intelligent market management data mining method based on a collaborative recommendation algorithm…”
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A novel feature selection method for data mining tasks using hybrid Sine Cosine Algorithm and Genetic Algorithm Autor Abualigah, Laith, Dulaimi, Akram Jamal

“…, and irrelevant attributes in the original dataset. A new hybrid feature selection method is proposed using the Sine Cosine Algorithm (SCA…”
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