Optimization of the Hybrid Movie Recommendation System Based on Weighted Classification and User Collaborative Filtering Algorithm by Zhenning Yuan, Jong Han Lee, Sai Zhang

“…Experiments based on the Douban movie dataset verify that the recommendation algorithm proposed in this article solves the shortcomings of a single algorithm model to a certain extent and improves the recommendation effect.…”
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SENTIMENT ANALYSIS WITH LONG-SHORT TERM MEMORY (LSTM) AND GATED RECURRENT UNIT (GRU) ALGORITHMS by Muhammad Nazhif Abda Putera Khano, Dewi Retno Sari Saputro, Sutanto Sutanto, Antoni Wibowo

“…RNN itself has a weakness in Long-Term Memory (LTM). Therefore, this article examines the combination of Long-Short Term Memory (LSTM) and Gated Recurrent Unit (GRU) algorithms. …”
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Testing and Simulating a Simplified Precision Autonomous Landing Algorithm for Unmanned Aerial Vehicles (UAV) by Wacław WOSZCZYK (waclaw.woszczyk@student.wat.edu.pl), Kasjan PAWELEC (kasjan.pawelec@student.wat.edu.pl), Norbert SUPEŁO (norbert.supelo@student.wat.edu.pl), Tomasz PACANA (tomasz.pacana@student.wat.edu.pl), Maciej PAJUNK (maciej.pajunk@student.wat.edu.pl), Natalia DANIEL (natalia.daniel@wat.edu.pl)

“…However, their landing pad detection systems did not consistently perform as intended to environmental conditions, such as inclement weather or inadequate illumination. This article presents a simplified precision landing algorithm for unmanned aerial vehicles (UAV) with the objective of enhancing accuracy of the landing procedure. …”
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Position Accuracy Improvement of the Inertial Navigation System using LSTM Algorithm without GNSS Signals by Mohammad Sabzevari, MasoudReza Aghabozorgi Sahaf

“…According to the results of the experiments, the proposed algorithm has improved the position estimation by 60% on average during 30, 60, and 120 seconds without GNSS signals, compared to the inertial navigation system based on Extended Kalman filter.  …”
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Medical Image Hybrid Watermark Algorithm Based on Frequency Domain Processing and Inception v3 by Yu Fan, Jingbing Li, Uzair Aslam Bhatti, Saqib Ali Nawaz, Yenwei Chen

“…Existing research has mostly focused on optimizing individual techniques, lacking comprehensive solutions that integrate the strengths of different methods. This article proposes a hybrid digital watermarking algorithm for medical images based on frequency domain transformation and deep learning convolutional neural networks. …”
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Spatiotemporal variable and parameter selection using sparse hybrid genetic algorithm for traffic flow forecasting by Xiaobo Chen, Zhongjie Wei, Xiang Liu, Yingfeng Cai, Zuoyong Li, Feng Zhao

“…Meanwhile, spatiotemporal variable selection and traffic flow prediction should be solved in a unified framework such that they can benefit from each other. In this article, we propose a novel sparse hybrid genetic algorithm by introducing sparsity constraint and real encoding scheme into genetic algorithm in order to optimize short-term traffic flow prediction model based on least squares support vector regression. …”
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Hybrid genetic algorithm to minimize scheduling cost with unequal and job dependent earliness tardiness cost by Prasad Bari, Prasad Karande, Vaidehi Bag

“…This article presents two combinatorial genetic algorithms (GA), unequal earliness tardiness-GA (UET-GA) and job-dependent earliness tardiness-GA (JDET-GA) for the single-machine scheduling problem to minimize earliness tardiness (ET) cost. …”
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On the development of a practical Bayesian optimization algorithm for expensive experiments and simulations with changing environmental conditions by Mike Diessner, Kevin J. Wilson, Richard D. Whalley

“…ENVBO, the proposed algorithm from this investigation, is applied to a wind farm simulator with eight controllable and one environmental parameter. …”
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DEVELOPMENT OF DIAGNOSTIC METHOD’S REALIZING ALGORITHM OF THE EQUIPPED WITH THE COURSE STABILITY SYSTEM VEHICLES AT OPERATION STAGE by Il. V. Denisov, I. A. Terentyev

“…As a result, realizing algorithm of the transport machines’ diagnostic method, equipped with the course stability system and based on the three-stage system of technical diagnostics was developed and implemented.Discussion and conclusions. …”
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An Urban Bus Network Generation Algorithm Based on Particle Swarm Optimization and Force Field Properties by Yiming Chen, Yanhong Gu, Zhengdong Huang, Tianhong Zhao, Liangyuan Guo

“…This solves the problem of the selection of terminal stations in large-scale road network design. On this basis, the article combines Genetic Algorithm (GA) and Pareto frontier to provide a new route optimization algorithm and proves the effectiveness of the algorithm. …”
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Algorithmic indexing in MEDLINE frequently overlooks important concepts and may compromise literature search results by Alexandre Amar-Zifkin, Taline Ekmekjian, Virginie Paquet, Tara Landry

“…Indexing was performed by the Medical Text Indexer-Auto (MTIA) algorithm. The primary outcome measure is the number of records for which the MTIA algorithm assigned subject headings that represented the main concepts of the publication.  …”
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Postoperative Respiratory Depression Associated with Pregabalin: A Case Series and a Preoperative Decision Algorithm by Naveen Eipe, John Penning

“…This algorithm may be helpful in increasing the safety of perioperative pregabalin use.…”
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Management of large energy storage power plants: optimization of charging and discharging with cuckoo search algorithm by Behnam Motalebinejad, Majid Hosseina, Mojtaba Vahedi, Mahmoud Samiei Moghaddam

“…Furthermore, the use of the advanced Fakete search algorithm is employed as a powerful and efficient method for solving the proposed model. …”
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A fully distributed deployment algorithm for underwater strong -barrier coverage using mobile sensors by Weiqiang Shen, Chuanlin Zhang, Xiaona Zhang, Jinglun Shi

“…However, the achievements based on two-dimensional assumption cannot be directly applied in three-dimensional application scenarios, for example, underwater wireless sensor networks. In this article, we aim to devise a fully distributed deployment algorithm for constructing maximum-level underwater strong k -barrier coverage with available mobile sensors in underwater environment to satisfy the requirement of underwater security-related applications. …”
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A model for placing electric vehicle charging stations in megapolis based on the sparrow search algorithm by Sizhuo Du, D. V. Kapski

“…From the verification results, it can be seen that compared with the traditional genetic algorithm, particle swarm algorithm and other address selection methods, the algorithm proposed in this paper is more optimized, which helps to improve the validity of choosing the address of the electric vehicle charging station and can be widely distributed.…”
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A Fast Rail Profile Point Cloud Matching Algorithm Based on Overlay Weight ICP by ZUO Wei, LI Jianfeng, LUO Zihe

“…For the purpose of this article, an improved two-step rail matching algorithm was proposed. …”
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Algorithm of selection of acetabular component of hip joint endoprothesis in patients with femoral head aseptic necrosis. by A. Ye. Loskutov, A. Ye. Olejnik, A. V. Altanets, Ye. A. Kovbasa

“…Basing on the assessment of the first and second level criteria algorithm of choice of the total hip endoprosthesis component was developed. …”
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Towards an RFI Mitigation Algorithm in Synthetic Aperture Interferometer Radiometry: Application to the SMOS Space Mission by Ali Khazaal

“…Its reliance on a static list also limits its effectiveness, as it fails to detect all interfering sources. This article introduces a two-step mitigation algorithm that addresses these shortcomings. …”
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Synthesis of the Algorithm of the Vector Width-Pulse Modulation in a Nine-Phase Active Voltage Rectifier by S. V. Panteleev, A. N. Malashin, D. V. Karkotskiy, Yu. V. Suchodolov

“…The article is devoted to the problems of synthesis of multiphase electromechanic modules consisting of a multiphase electrical machine (m > 3) and a multiphase controlled converter. …”
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The donor management algorithm in transplantation of a composite facial tissue allograft.. First experience in Russia by V. V. Uyba, K. K. Gubarev, S. E. Voskanyan, M. A. Volokh, V. L. Vinogradov, N. V. Kalakutskiy, G. G. Khubulava, A. I. Zakhlevnyy, I. Yu. Murashov, A. F. Lesnyakov, E. S. Romanova, V. A. Shcherbakov, V. V. Aleksandrov, A. S. Samoylov, M. V. Zabelin

“…The "face first, concurrent completion" algorithm was chosen for organ harvesting and facial VCA procurement; meanwhile, the facial allograft was procured as the "full face" category. …”
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