Výsledky vyhledávání - "Data mining algorithms"

Data mining algorithms: explained using R Autor Cichosz, Pawel

“…Data Mining Algorithms is a practical, technically-oriented guide to data mining algorithms that covers the most important algorithms for building classification, regression, and clustering models, as…”
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Prediction of kidney disease stages using data mining algorithms Autor Rady, El-Houssainy A., Anwar, Ayman S.

“…Early detection and characterization are considered to be critical factors in the management and control of chronic kidney disease. Herein, use of efficient…”
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Predicting coronary artery disease: a comparison between two data mining algorithms Autor Ayatollahi, Haleh, Gholamhosseini, Leila, Salehi, Masoud

“… Hence, the use of data mining algorithms could be useful in predicting coronary artery diseases…”
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Association of antiviral drugs and their possible mechanisms with DRESS syndrome using data mining algorithms Autor Sharma, Akash, Roy, Sweta, Sharma, Ruchika, Kumar, Anoop

“… Data mining algorithms such as proportional reporting ratio that is, PRR (≥2) with associated χ2 value (>4), reporting odds ratio that is, ROR…”
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Efficient COVID-19 detection using data mining algorithms: a comparison of basic and hybrid approaches: Efficient COVID-19 detection using data mining algorithms: a comparison of Autor Saidi, Mohammad, Gheibi, Mohammad, Ghazikhani, Adel, Lotfata, Aynaz, Chahkandi, Benyamin, Familsamavati, Sajad, Behzadian, Kourosh

“… This study aims to compare the performance of basic and hybrid data mining algorithms in diagnosing COVID-19, using blood test results and clinical information to identify the most effective approach…”
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There and back again: Outlier detection between statistical reasoning and data mining algorithms Autor Zimek, Arthur, Filzmoser, Peter

“…Outlier detection has been a topic in statistics for centuries. Over mainly the last two decades, there has been also an increasing interest in the database…”
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Modeling and comparing data mining algorithms for prediction of recurrence of breast cancer Autor Mosayebi, Alireza, Mojaradi, Barat, Bonyadi Naeini, Ali, Khodadad Hosseini, Seyed Hamid

“… cancer recurrence and better decision-making. The main objective of this study is to compare different data mining algorithms to select the most accurate model for predicting breast cancer recurrence…”
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Landslide Susceptibility Mapping Using GIS-Based Data Mining Algorithms Autor Vakhshoori, Vali, Pourghasemi, Hamid Reza, Zare, Mohammad, Blaschke, Thomas

“…The aim of this study was to apply data mining algorithms to produce a landslide susceptibility map of the national-scale catchment called Bandar Torkaman in northern Iran…”
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Data mining algorithms for bridge health monitoring: Kohonen clustering and LSTM prediction approaches Autor Guo, Aiping, Jiang, Ajuan, Lin, Jie, Li, Xiaoxiao

“…In recent years, bridge health monitoring system has been widely used to deal with massive data produced with the continuous growth of monitoring time…”
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Climate change forecasting using data mining algorithms Autor Khatri, Parul, Arjariya, Tripti, Nikita Shivhare Mitra

“…Water management is very important for human life sustainability. Rainfall forecasting is one of the most important factors for the water management of an…”
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Better software analytics via “DUO”: Data mining algorithms using/used-by optimizers Autor Agrawal, Amritanshu, Menzies, Tim, Minku, Leandro L., Wagner, Markus, Yu, Zhe

“…This paper claims that a new field of empirical software engineering research and practice is emerging: data mining using/used-by optimizers for empirical…”
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Prediction of water quality in Jordanian dams using data mining algorithms Autor Halalsheh, Neda, Ibrahim, Majed, Al-Shanableh, Najah, Al-Harahsheh, Sura, Al-Mashagbah, Atef

“… Various data mining algorithms, including generalized linear models, decision trees, random forests, gradient-boosted trees, and support vector machine (SVM…”
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Water quality management using hybrid machine learning and data mining algorithms: An indexing approach Autor Aslam, Bilal, Maqsoom, Ahsen, Cheema, Ali Hassan, Ullah, Fahim, Alharbi, Abdullah, Imran, Muhammad

“…), were used in this study. In addition, 12 hybrid data-mining algorithms (combination of standalone, bagging (BA…”
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Data Mining Algorithms for Smart Cities: A Bibliometric Analysis Autor Kousis, Anestis, Tjortjis, Christos

“…Smart cities connect people and places using innovative technologies such as Data Mining (DM), Machine Learning (ML), big data, and the Internet of Things…”
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Adverse effects of proton pump inhibitors (PPIs) on the renal system using data mining algorithms (DMAs) Autor Jain, Devanshi, Sharma, Gazal, Kumar, Anoop

“…We have examined the adverse effects of proton pump inhibitors (PPIs) on the renal system using data from FDA Adverse Event Reporting System of the USA between…”
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Runoff Simulation Under Future Climate Change Conditions: Performance Comparison of Data-Mining Algorithms and Conceptual Models Autor Yoosefdoost, Icen, Khashei-Siuki, Abbas, Tabari, Hossein, Mohammadrezapour, Omolbani

“… This study aims to simulate input runoff to a dam reservoir in an arid region under changing climatic conditions using three data-mining algorithms, including Artificial Neural Networks (ANNs…”
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Investigation of factors affecting fresh herbage yield in pea (Pisum arvense L.) using data mining algorithms Autor Çatal, Muhammed İkbal, Çelik, Şenol, Bakoğlu, Adil

“…), and neutral detergent fiber (NDF) with some data mining algorithms. These techniques provided easily interpretable data trees and precise cutoff values…”
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Detection of acute lymphoblastic leukemia using image segmentation and data mining algorithms Autor Acharya, Vasundhara, Kumar, Preetham

“…Blood is composed of white blood cells, red blood cells, and platelets. Segmentation of the blood smear cells and extraction of features of the cells is…”
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Classification and Prediction Based Data Mining Algorithms to Predict Slow Learners in Education Sector Autor Kaur, Parneet, Singh, Manpreet, Josan, Gurpreet Singh

“…Educational Data Mining field concentrate on Prediction more often as compare to generate exact results for future purpose. In order to keep a check on the…”
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Identification of novel signal of Raynaud’s phenomenon with Calcitonin Gene-Related Peptide(CGRP) antagonists using data mining algorithms and network pharmacological approaches Autor Singh, Rima, Kumar, Anoop, Lather, Viney, Sharma, Ruchika, Pandita, Deepti

“… The main aim of the current study was to find out the association of CGRP antagonists with RP using data mining algorithms integrated with network pharmacological approaches…”
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