Výsledky vyhledávání - "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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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) 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 Autor 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 Autor 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 Autor 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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Comparison of various classification algorithms in the diagnosis of type 2 diabetes in Iran Autor Heydari, Mahmoud, Teimouri, Mehdi, Heshmati, Zainabolhoda, Alavinia, Seyed Mohammad

“…In today’s medical world, data on symptoms of patients with various diseases are so widespread, that analysis and consideration of all factors is merely not…”
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Topic Modeling of a Text Document Using Processed Document Term Matrix (PDTM) Autor Abbasi, Mohsin Manshad, Beltiukov, A. P.

“… There are various online and offline data mining methods and algorithms used to determine the topic of a text…”
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Towards Automatic and Accurate Lead User Identification Autor Pajo, Sanjin, Verhaegen, Paul-Armand, Vandevenne, Dennis, Duflou, Joost R.

“…Identifying product development opportunities is one of the initial phases in the fuzzy front end of a creative innovation process. A number of approaches have…”
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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

“…Money laundering has been affecting the global economy for many years. Large sums of money are laundered every year, posing a threat to the global economy and…”
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ABOUT THE GENERAL CONCEPT OF THE UNIVERSAL STORAGE SYSTEM AND PRACTICE-ORIENTED DATA PROCESSING Autor Rudikova, L. V.

“…Approaches evolution and concept of data accumulation in warehouse and subsequent Data Mining use is perspective due to the fact that, Belarusian segment of…”
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Modeling Data Mining Applications for Prediction of Prepaid Churn in Telecommunication Services Autor Kraljević, Goran, Gotovac, Sven

“… that are high enough to make the prediction model precise and reliable. Several models have been created and compared on the basis of different Data Mining methods and algorithms (neural networks, decision trees, logistic regression). For the modeling examples we used WEKA analysis tool…”
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Data Mining Open Source Tools - Review Autor Pushpalatha, C, Saravanan, V, Ranjithkumar, C

“… And also researcher have to applying data mining methods and algorithms in many applications…”
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A novel approach for efficient mining and hiding of sensitive association rule Autor 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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Data Mining Application: Rainfall Predictions Autor Shukla, Siddhartha, Kumar, Sandeep, Sharma, Navdeep, Bhatia, Dr. Manjot Kaur

“… Some data mining methods and algorithms or some organizations used this because to enhance their businesses and they found required result…”
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Prediction of Parkinson Disease Using Gait Signals Autor Alaskar, Haya, Hussain, Abir

“…In the medical field, a number of data-mining methods and algorithms have been applied to help the decision-making process extract meaningful information from medical data…”
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Developing and Deploying Data Mining Techniques in Healthcare Autor Piri, Saeed

“… In this research, we developed several data mining methods and algorithms to address healthcare problems…”
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Education Data Mining to Predict Student Exam Grades in Vocational Institutes Autor Saleh, Ashjan Ahmad Saleh

“… Educational Data Mining (EDM) is a new emergent field that concerns about applying data mining methods and algorithms on data residing in educational system repositories…”
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Data mining methods with applications in biomedicine Autor Korenkevych, Dmytro

“…Biomedical applications present rich opportunities and a high demand for data mining techniques. Biological processes and functions of a human body are very…”
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Randomization Techniques for Graphs Autor Hanhijärvi, Sami, Garriga, Gemma C, Puolamäki, Kai

“…Mining graph data is an active research area. Several data mining methods and algorithms have been proposed to identify structures from graphs…”
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Spatial-temporal data mining Autor Pokrajac, Dragoljub Milos

“… In this Thesis, novel spatial-temporal data mining methods and algorithms are presented. After the introductory remarks, modeling spatial-temporal attributes with short…”
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