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301
Effects of Pooling Samples on the Performance of Classification Algorithms: A Comparative Study
Published 2012-01-01“…RF mainly outperforms other investigated algorithms, while accuracy levels are comparable among all the remaining ones. …”
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302
Multiple Machine Learning Algorithms-based NBA Team Playoffs Prediction
Published 2025-01-01Get full text
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303
Synthesis of stochastic algorithms for image registration by the criterion of maximum mutual information
Published 2024-02-01“…We discuss a synthesis of stochastic algorithms, obtaining expressions for gradients of Shannon, Renyi and Tsallis mutual information on the basis of the mathematical apparatus of stochastic gradient adaptation of algorithms for estimating image registration parameters. …”
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304
General Iterative Algorithms for Hierarchical Fixed Points Approach to Variational Inequalities
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305
Cell Consistency Evaluation Method Based on Multiple Unsupervised Learning Algorithms
Published 2024-03-01“…Unsupervised learning algorithms can effectively solve sample imbalance. To address battery consistency anomalies in new energy vehicles, we adopt a variety of unsupervised learning algorithms to evaluate and predict the battery consistency of three vehicles using charging fragment data from actual operating conditions. …”
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306
Maximizing Electric Power Recovery through Advanced Compensation with MPPT Algorithms
Published 2024-01-01“…This innovative approach seamlessly integrates the MPPT algorithm into the piezo harvester circuit. Moreover, the vehicle’s road handling is significantly augmented through the incorporation of a robust steering front and an active differential control system. …”
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307
Enhancing the Efficiency of Routing Strategies in WSNs Using Live Streaming Algorithms
Published 2024-12-01Subjects: Get full text
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308
The Impact of YOLO Algorithms Within Fall Detection Application: A Review
Published 2025-01-01“…This article also provides insight into future advancements in YOLO algorithms for detecting human falls.…”
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309
Lung Cancer Prediction Based on K-nearest Neighbor and Other Algorithms
Published 2025-01-01“…The computer algorithms mainly used in this paper include Random forest, K-nearest neighbours, and Logistic regression. …”
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310
Application of Evolutionary Algorithms and Statistical Analysis in the Numerical Optimization of an Axial Compressor
Published 2005-01-01“…This analysis has helped us to choose the most appropriate variables and their ranges in order to implement the optimization algorithm more efficiently and rapidly. For the simulation of the fluid flow through the machine, we have used a cluster of 12 processors.…”
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311
Malware Detection in Self-Driving Vehicles Using Machine Learning Algorithms
Published 2020-01-01“…Then, we propose an efficient algorithm for detecting malicious behaviors in a network environment and conduct experiments to verify algorithm accuracy and cost through comparisons with other algorithms.…”
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312
PREDICTION OF TELECOM SERVICES CONSUMERS CHURN BY USING MACHINE LEARNING ALGORITHMS
Published 2022-11-01“…Some of the most commonly used machine learning algorithms for this issue are Logistic Regression, Gaussian Naive Bayes, Bernoulli Naive Bayes, Decision Tree, and Random Forest. …”
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313
Algorithms of training programs for simulator training of ship's engine room personnel
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314
Inversion Free Algorithms for Computing the Principal Square Root of a Matrix
Published 2014-01-01“…New algorithms are presented about the principal square root of an n×n matrix A. …”
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315
Electricity Load Forecasting Using Support Vector Regression with Memetic Algorithms
Published 2013-01-01“…Considering the performance of SVR highly depends on its parameters; this study proposed a firefly algorithm (FA) based memetic algorithm (FA-MA) to appropriately determine the parameters of SVR forecasting model. …”
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316
Automotive ethernet controller authentication method based on national cryptographic algorithms
Published 2022-12-01Subjects: “…state cryptographic algorithms…”
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317
Recovery of Sparse Signals via Modified Hard Thresholding Pursuit Algorithms
Published 2023-01-01“…In this paper, we propose a modified version of the hard thresholding pursuit algorithm, called modified hard thresholding pursuit (MHTP), using a convex combination of the current and previous points. …”
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318
A Survey of Nature-Inspired Meta-Heuristic Algorithms in Network Alignment
Published 2024-09-01Subjects: Get full text
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319
Efficient Solution Algorithms for Resource Planning and Scheduling in Seasonal Reservation Systems
Published 2025-01-01“…Purpose: In this study, efficient solution algorithms are proposed for a problem which simultaneously optimizes capacity planning and scheduling decisions in reservation systems. …”
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320
Cloud-Based Transaction Fraud Detection: An In-depth Analysis of ML Algorithms
Published 2024-06-01“…Objectives: This study assesses machine learning (ML) algorithms' ability to detect fraud in cloud environments, focusing on Logistic Regression (LR), Decision Trees (DT), Random Forest (RF), Support Vector Machines (SVM), and XGBoost (XGB). …”
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