Výsledky vyhledávání - hybrid data-mining algorithms

Neural Network and Genetic Algorithm based Hybrid Data Mining Algorithm (Hybrid Data Mining Algorithm) Autor Tiwari, Anil Kumar, Ramakrishna, G., Sharma, Lokesh Kumar, Kashyap, Sunil Kumar

“…A hybrid data mining algorithm is presented in this paper. This hybridization is considered the neural network and genetic algorithm…”
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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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Predicting stable gravel-bed river hydraulic geometry: A test of novel, advanced, hybrid data mining algorithms Autor Khosravi, Khabat, Sheikh Khozani, Zohreh, Cooper, James R.

“… Data mining algorithms have been gaining more attention in this field due to their high performance and flexibility…”
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A hybrid data mining driven algorithm for long term electric peak load and energy demand forecasting Autor Kazemzadeh, Mohammad-Rasool, Amjadian, Ali, Amraee, Turaj

“… In order to capture the nonlinear and complex pattern in yearly peak load and energy demand data, a hybrid long term forecasting method based on data mining technique and Time Series is proposed…”
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Improving daily stochastic streamflow prediction: comparison of novel hybrid data-mining algorithms Autor Khosravi, Khabat, Golkarian, Ali, Booij, Martijn J., Barzegar, Rahim, Sun, Wei, Yaseen, Zaher Mundher, Mosavi, Amir

“…In the current paper, the efficiency of three new standalone data-mining algorithms [M5 Prime (M5P), Random Forest (RF), M5Rule (M5R…”
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Apriori Algorithm and Hybrid Apriori Algorithm in the Data Mining: A Comprehensive Review Autor Zakur, Yahya, Flaih, Laith

“…Data mining has the potential to empower healthcare organizations by allowing them to analyze various aspects of patient information and discover connections between seemingly unrelated data…”
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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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A hybrid data mining model of feature selection algorithms and ensemble learning classifiers for credit scoring Autor Koutanaei, Fatemeh Nemati, Sajedi, Hedieh, Khanbabaei, Mohammad

“… to achieve a higher performance in the proposed model. As a result, the present paper has developed a hybrid data mining model of feature selection and ensemble learning classification…”
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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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A Hybrid Data-Mining Algorithm and Data-Driven Supply Chain Modeling for Allocation Goods to Warehouses and Warehouse Service to Customers Autor Sadra Ahmadi, Reza Yousefpour

“…In this research, the issue of product allocation in a situation that there are a large number customers and goods are various, is investigated. Expanding the…”
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Hybrid forecasting model-based data mining and genetic algorithm-adaptive particle swarm optimisation: a case study of wind speed time series Autor Wang, Jianzhou, Zhang, Fanyong, Liu, Feng, Ma, Jianjun

“… This study proposes a hybrid forecasting model that can effectively provide preprocessing for the original data and improve forecasting accuracy…”
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Hybrid data mining and data-driven algorithms for a green logistics transportation network in the post-COVID era: A case study in the USA Autor Abbasi, Sina, Mousavi, Seyedeh Saeideh, Farbod, Ebrahim, Yousefi Sorkhi, Mohammad, Parvin, Mohammad

“…This study examines the problem of item allocation in a post-COVID environment with various products and a large customer base. The number of customers has…”
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Improving prediction of water quality indices using novel hybrid machine-learning algorithms Autor Bui, Duie Tien, Khosravi, Khabat, Tiefenbacher, John, Nguyen, Hoang, Kazakis, Nerantzis

“…)) and 12 hybrid data-mining algorithms (combinations of standalones with bagging (BA), CV parameter selection (CVPS…”
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Genomic Scoring Detection in Carcinoma to Mast Cells by using Hybrid Algorithms of Data Mining Autor Muruganandam, S., Subbaiah, Dr. S.

“…It concentrated on assessing the discovery of lung disease in patients with Data mining methods…”
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Hybrid evolutionary algorithms for classification data mining Autor Panda, Mrutyunjaya, Abraham, Ajith

“…In this paper, we propose novel methods to find the best relevant feature subset using fuzzy rough set-based attribute subset selection with biologically inspired algorithm search such as ant colony…”
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Efficient COVID-19 detection using data mining algorithms: a comparison of basic and hybrid approaches 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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A hybrid evolutionary algorithm for attribute selection in data mining Autor Tan, K.C., Teoh, E.J., Yu, Q., Goh, K.C.

“…Real life data sets are often interspersed with noise, making the subsequent data mining process difficult…”
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Solving flexible flow-shop problem with a hybrid genetic algorithm and data mining: A fuzzy approach Autor Khademi Zare, H., Fakhrzad, M.B.

“… ► Therefore, using a combination of genetic algorithm and an attribute-deductive tool such as data mining, a near optimal solution can be achieved…”
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A Travel Path Recommendation Algorithm Based on Hybrid Particle Swarm and Ant Colony for Social Media Shared Data Mining Autor Zhu, Kun

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Bedload transport rate prediction: Application of novel hybrid data mining techniques Autor Khosravi, Khabat, Cooper, James R., Daggupati, Prasad, Thai Pham, Binh, Tien Bui, Dieu

“…•Eight standalone and hybrid data mining algorithms were used to predict bedload transport rate in a laboratory flume…”
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