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Selection Method of Cross-Border e-Commerce Export Logistics Mode Based on Collaborative Filtering Algorithm
Published 2022-01-01“…Firstly, the development background of cross-border e-commerce logistics is sorted out, and the research content, research method, and research framework are proposed based on the theoretical research of relevant scholars. …”
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1383
Notification of suspicion on the web page of the General Prosecutor’s Office and in the newspaper “Uryadovyi Kurier”: requirements and algorithm of publication
Published 2024-09-01“…The author uses the methods of analysis and synthesis, induction and deduction, comparative legal, formal and logical, systemic and structural, graphical and other methods of scientific research. …”
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1384
Feature selection using a multi-strategy improved parrot optimization algorithm in software defect prediction
Published 2025-04-01“…Comparative experiments demonstrate that BMEPO exhibits stronger competitiveness in feature selection quality and classification performance compared to advanced feature selection algorithms. …”
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1385
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1386
The Quest for the Best Explanation: Comparing Models and XAI Methods in Air Quality Modeling Tasks
Published 2025-07-01Get full text
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1387
Enhanced intelligent train operation algorithms for metro train based on expert system and deep reinforcement learning.
Published 2025-01-01“…However, a critical examination reveals computational constraints, adaptability to unforeseen conditions and multi-objective balancing that our research aims to address. In this paper, expert knowledge is combined with deep reinforcement learning algorithm (Proximal Policy Optimization, PPO) and two enhanced intelligent train operation algorithms (EITO) are proposed. …”
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1388
Enhanced framework embedded with data transformation and multi-objective feature selection algorithm for forecasting wind power
Published 2025-05-01“…These selected features undergo a data transformation process before being input into the hybrid DRN-LSTM for wind power forecasting. A comparative study demonstrates the proposal’s superior effectiveness and robustness compared to existing frameworks with the proposal achieving 2.6593e−10 and 1.630e−05 in terms of MSE and RMSE respectively whereas the classical algorithm recorded 8.8814e−07 and 9.424e−04. …”
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1389
Structural Damage Identification Using PID-Based Search Algorithm: A Control-Theory Inspired Application
Published 2025-06-01Get full text
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1390
Safe AI for coral reefs: Benchmarking out-of-distribution detection algorithms for coral reef image surveys
Published 2025-12-01“…We show with a comparative analysis that the performance of OOD detection algorithms is variable, and highly dependent on in-distribution and out-of-distribution data composition. …”
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1391
A novel approach to node coverage enhancement in wireless sensor networks using walrus optimization algorithm
Published 2024-12-01“…By incorporating metaheuristics and optimizing node coverage, WSNs can become more resilient and robust, leading to the development of self-adapting, self-organizing networks capable of efficiently covering dynamic and diverse environments. This research introduces the Walrus Optimization Algorithm for Node Coverage Enhancement in WSNs, called the WaOA-NCEWSN technique. …”
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1392
A Comparative Evaluation of Machine Learning-Based Intrusion Detection Systems for Securing Cloud Environments
Published 2024-12-01“…The study conducts a comparative analysis of five ML techniques, employing two distinct feature selection methods to evaluate their effectiveness in strengthening the security of cloud environments. …”
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1393
Methods, Techniques, and Algorithms of Synchronous Multi-Zone Modulation of Signals of Voltage Source Inverters (literature review)
Published 2024-04-01“…This publication provides a brief overview of the results of research work in the field of developing alternative methods, schemes, and algorithms of synchronous multi-zone modulation of signals of inverters of power con-version systems with reduced switching frequency of power switches. …”
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1394
Performance Comparison of Vertex Block Descent and Position Based Dynamics Algorithms Using Cloth Simulation in Unity
Published 2024-11-01“…This paper presents a comparative study of the Vertex Block Descent (VBD) and Position-Based Dynamics (PBD) algorithms, focusing on their performance in physical simulation tasks. …”
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1395
Comparative Analysis of The Combined Model (Spatial and Temporal) and Regression Models for Predicting Murder Crime
Published 2025-04-01“… This research dealt with the analysis of murder crime data in Iraq in its temporal and spatial dimensions, then it focused on building a new model with an algorithm that combines the characteristics associated with time and spatial series so that this model can predict more accurately than other models by comparing them with this model, which we called the Combined Regression model (CR), which consists of merging two models, the time series regression model with the spatial regression model, and making them one model that can analyze data in its temporal and spatial dimensions. …”
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1396
Joint Optimization of Route and Speed for Methanol Dual-Fuel Powered Ships Based on Improved Genetic Algorithm
Published 2025-04-01“…Additionally, comparative experiments reveal that the designed algorithm outperforms both the GA and the Linear Interactive and General Optimizer (LINGO) solver for identifying optimal route and speed solutions. …”
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1397
Adaptive energy loss optimization in distributed networks using reinforcement learning-enhanced crow search algorithm
Published 2025-04-01“…Unlike traditional methods such as Genetic Algorithm (GA), Particle Swarm Optimization (PSO), and standard Crow Search Algorithm (CSA), which suffer from premature convergence and limited adaptability to real-time variations, Reinforcement Learning Enhanced Crow Search Algorithm (RL-CSA) which is proposed in this research work solves network reconfiguration optimization problem and minimize energy losses. …”
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1398
A Comparative Evaluation of Machine Learning Methods for Predicting Student Outcomes in Coding Courses
Published 2025-06-01Get full text
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1399
Comparing viral, bacterial, and coinfections in community-acquired pneumonia, a retrospective cohort study
Published 2025-05-01Get full text
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1400
Analysis and Research on Intelligent Logistics Data under Internet of Things and Blockchain
Published 2024-12-01Get full text
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