Performance and improvement of deep learning algorithms based on LSTM in traffic flow prediction by Wei Xu, Eric Blancaflor, Mideth Abisado

“…This paper introduces an improved LSTM (Long Short-Term Memory) algorithm and sliding window technology to improve the accuracy and stability of traffic flow prediction. …”
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Research on basketball footwork recognition based on a convolutional neural network algorithm by Weili Bao, Yong Bai

“…Methods: A traditional CNN algorithm was improved to a dual-model CNN (DMCNN) algorithm, where convolutional feature extraction was performed separately on both the acceleration and angular velocity data of footwork. …”
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Commercial Vehicle Ride Comfort Optimization Based on Intelligent Algorithms and Nonlinear Damping by Shuilong He, Keren Chen, Enyong Xu, Wei Wang, Zhansi Jiang

“…To improve the reliability of ride comfort optimization and analysis, a ride comfort optimization method based on nonlinear damping and intelligent algorithms is proposed. The sum of the frequency-weighted RMS of the driver seat acceleration, the RMS of dynamic tyre load, and suspension working space is taken as the objective function in this article, using nonlinear damping coefficients and stiffness of suspension as design variables. …”
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RISK MANAGEMENT ALGORITHM FOR ENSURING THE SANITARY SAFETY OF THE POPULATION IN THE AREA OF THE OIL REFINERY by M. A. Fomenko, G. A. Fomenko, E. A. Skuratova

“…The article reveals the main features and characteristics of the algorithm of actions to ensure environmental safety of the population in the areas of oil refineries based on the mechanism of health risk assessment at all stages of the life cycle of environmentally hazardous production facilities. …”
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Features extraction based on Naive Bayes algorithm and TF-IDF for news classification. by Li Zhang

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Analysis of algorithms for detecting traffic incidents on highways using stationary vehicle detectors by D. V. Navoi, D. V. Kapski, N. A. Filippova, I. N. Pugachev

“…This article discusses algorithms that use data from stationary vehicle detectors. …”
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User Recruitment Algorithm for Maximizing Quality under Limited Budget in Mobile Crowdsensing by Weijin Jiang, Pingping Chen, Wanqing Zhang, Yongxia Sun, Chen Junpeng, Qing Wen

“…The experimental results show that the recruitment algorithm with known user cost is close to the optimal algorithm, and the recruitment algorithm with unknown user cost is more than 75% of the optimal algorithm result, and the gap tends to decrease as the budget cost increases, compared with other comparisons. …”
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MOBCSA: Multi-Objective Binary Cuckoo Search Algorithm for Features Selection in Bioinformatics by Hudhaifa Mohammed Abdulwahab, S. Ajitha, Mufeed Ahmed Naji Saif, Belal Abdullah Hezam Murshed, Fahd A. Ghanem

“…However, most of the current CSA-based FS techniques deal with gene selection problems as a single objective rather than adopting a multi-objective mechanism. This article proposes the Multi-Objective Binary Cuckoo Search Algorithm (MOBCSA) for gene selection. …”
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Improving the segmentation of the vertebrae using a multi-stage machine learning algorithm by Vladyslav Koniukhov

“…The subjects of this article are algorithms for the segmentation of X-ray images of various qualities. …”
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Oil and Gas Industry Companies’ Classification and Ordering by the Level of Investment Attractiveness Algorithm by Chernova Natalia L., Serhiienko Olena A., Huz Ostap B.

“…Investment development of industries is an important factor in their overall development, therefore the issue of classification and ordering of companies in the oil and gas industry by the level of investment attractiveness becomes particularly relevant. The aim of the article is the construction and practical implementation of an algorithm for the classification and ordering of companies in the oil and gas industry according to the level of investment attractiveness, the application of which will increase the efficiency of decisions regarding the formation of appropriate investment portfolios. …”
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Improved detection algorithm for rail profile wear based on line structured light by LIU Zhengfeng, CHEN Jianzheng, LI Wei

“…Moreover, the accuracy errors and effectiveness of wear detection were analyzed by comparing the classical ICP algorithm and articles with the proposed improved algorithm. …”
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Applications of digital health technologies and artificial intelligence algorithms in COPD: systematic review by Zhenli Chen, Jie Hao, Haixia Sun, Min Li, Yuan Zhang, Qing Qian

“…Methods A systematic search was conducted in PubMed and Web of Science for studies published up to December 2024 that applied AI algorithms in digital health for COPD management. Inclusion criteria focused on original research utilizing AI algorithms and digital health technologies for COPD, while review articles were excluded. …”
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Robust Image Steganography Approach Based on Edge Detection Combined With CNN Algorithm by Rana Al-Rawashdeh, Md Mahfuzur Rahman, Mahmood Niazi

“…., using the canny or sobel algorithm), and then the secret data is embedded inside the edge-detected cover image using a deep learning approach, and finally, the created stego image is sent to the receiver. …”
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Refining management strategies for Lennox–Gastaut syndrome: Updated algorithms and practical approaches by Stéphane Auvin, Alexis Arzimanoglou, Mercè Falip, Pasquale Striano, J. Helen Cross

“…A panel of five epileptologists reconvened to provide updated guidance and treatment algorithms for LGS, incorporating recent advancements in antiseizure medications (ASMs) and understanding of DEEs. …”
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Work, Identity, and Paradoxes. The Intertwining of New Technologies, Algorithm Logic, and Individual Experiences by Joanna Wygnańska

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APPLICATION OF THE SOFTWARE TOOLS EXPERIMENTAL DESIGN FOR THE GENETIC APPROXIMATION ALGORITHM PARAMETER OPTIMIZATION by Vitaly V. VOLKOV

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TF-IDF-Enhanced Genetic Algorithm Untuk Extractive Automatic Text Summarization by Dhimas Anjar Prabowo, Muhammad Fhadli, Mochammad Ainun Najib, Handika Agus Fauzi, Imam Cholissodin

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DIFFERENTIAL AND LINEAR CRYPTOANALYSIS METHODS ELEMENTS FOR ENCRYPTION ALGORITHM BASED ON DYNAMIC CHAOS by A. V. Sidorenko, L. A. Zhukovets

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ROOT-FINDING ALGORITHM FOR UNIVARIATE POLYNOMIALS WITH COEFFICIENTS FROM K[X,Y] by A.E. MAEVSKIY

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Daily rainfall prediction using long short-term memory (LSTM) algorithm by B SUDARSAN PATRO, PRASHANT P. BARTAKKE

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