Výsledky vyhľadávania - "extra trees algorithm"

Horizontal-to-tilted conversion of solar radiation data using machine learning algorithms Autor Celik, Ali Naci, Sarman, Bahadır, Polat, Kemal

“…Solar radiation is the main input of system design algorithms in solar energy engineering. Solar radiation is usually measured on horizontal surfaces. However,…”
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Intelligent System for Student Performance Prediction Using Machine Learning Autor S. Ibrahim Alsumaidaie, Mustafa, Adil Nafea, Ahmed, Abbas Mukhlif, Abdulrahman, D. Jalal, Ruqaiya, M AL-Ani, Mohammed

“…يعتمد الذكاء الاصطناعي (AI) على الخوارزميات التي تمكن الآلات من اتخاذ قرارات بدلاً من البشر، مما يؤدي إلى تحسين تجارب المستخدم عبر مجالات متنوعة. تناقش هذه…”
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Application of Extra-Trees Regression and Tree-Structured Parzen Estimators Optimization Algorithm to Predict Blast-Induced Mean Fragmentation Size in Open-Pit Mines Autor Mame, Madalitso, Huang, Shuai, Li, Chuanqi, Zhou, Jian

“…Blasting is an effective technique for fragmenting rock in open-pit mining operations. Blasting operations produce either boulders or fine fragments, both of…”
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A machine learning approach to site groundwater contamination monitoring wells Autor Gómez-Escalonilla, V., Montero-González, E., Díaz-Alcaide, S., Martín-Loeches, M., del Rosario, M. Rodríguez, Martínez-Santos, P.

“…Effective monitoring of groundwater contamination is crucial to protect human livelihoods and ecosystems. This paper presents a machine learning-based approach…”
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Prediction of Frozen Food Sales Using Extra Trees Algorithm at Tjoean.Id Store Autor Hidayat, Syauqi Khosyi, Gusti, Kharisma Wiati, Ernawati, Iin, Yulistiawan, Bambang Saras, Afrizal, Sarika, Rahayu, Tri

“…In today's digital era, sales prediction has become crucial for businesses to optimize inventory and meet market demand. This study aims to apply the Extra…”
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Analyzing the Performance of Ensemble Machine Learning Algorithms for Predicting Loan Eligibility Autor C, Santhosh Kumar, S, Manishankar, Reddy, Perla Madhava, Gopal, Keertan

“…Loans are becoming increasingly important in the banking sector, but traditional methods of assessing them based mainly on asset value and income often fall…”
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Study on Mental Health and Obesity Among Children Based on Daily Activities and Effects Using Machine Learning Autor P, Isaac Ritharson, G, Madhavan, Kumar C, Mukesh, Clifford B, Terrance

“…The goal of this research is to comprehend correlation between the daily activities and mental health of the children which have been under discussion over the…”
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Prediction Model of Flight Plan Departure Procedure Based on Extra-Tree Autor Zixuan, Wu, Qisong, Hu, Sheng, Yu, Kaiye, Gao

“…Flight plan is an important basis for flight operation. In order to improve the fuel economy and reduce unnecessary fuel consumption, it is necessary to…”
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Toxic Voice Classification Implementing CNN-LSTM & Employing Supervised Machine Learning Algorithms Through Explainable AI-SHAP Autor Shakil, Mahmudul Hasan, Rabiul Alam, Md. Golam

“…Data innovation has advanced rapidly in recent years, and the network media has undergone several problematic changes. Places where consumers can express their…”
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A comprehensive intrusion detection framework using boosting algorithms Autor Kilincer, Ilhan Firat, Ertam, Fatih, Sengur, Abdulkadir

“…•A new cyber security intrusion detection dataset (CCiDD) has been created by performing various scenarios with today's widely used attack methods and internet…”
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Machine Learning Models in the large-scale prediction of parking space availability for sustainable cities Autor Hamidou Soumana, Abdoul Nasser, Ben Salah, Mohamed, Idbraim, Soufiane, Boulouz, Abdellah

“…The search for effective solutions to address traffic congestion presents a significant challenge for large urban cities. Analysis of urban traffic congestion…”
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Optimising DOS Attacks Using Machine Learning Algorithms and Securing IOT Devices from Attacks Autor Siwal, Rahul, P, Sivakumar

“…In today's hyperconnected world, identifying and defending against denial-of-service (DoS) attacks and securing Internet of Things (IoT) devices are…”
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Fault Detection in Wireless Sensor Networks Data Using Random Under Sampling and Extra-Tree Algorithm Autor Wardhani, Luh Kesuma, Febriyanto, Rifqi Adjie, Anggraini, Nenny

“…As a highly diverse cyber-physical system, Wireless Sensor Network (WSN) is vulnerable to various failures, which can have catastrophic consequences for…”
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