Optimization of Bulk Cargo Terminal Unloading and Outbound Operations Based on a Deep Reinforcement Learning Framework by Haijiang Li, Jiapeng Zhao, Peng Jia, Hongdong Ou, Weili Zhao

“…Secondly, this study proposes an advanced solution methodology that employs a reinforcement learning technique integrating a Dueling Deep Q-Network and Double Deep Q-Network. This hybrid algorithm significantly enhances optimization performance and accelerates the learning process, thereby improving the efficiency of the solutions. …”
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Collision-Free Path-Planning for Six-DOF Serial Harvesting Robot Based on Energy Optimal and Artificial Potential Field by Lufeng Luo, Hanjin Wen, Qinghua Lu, Haojie Huang, Weilin Chen, Xiangjun Zou, Chenglin Wang

“…Finally, to verify and test the proposed path planning algorithm, a virtual test system based on virtual reality was developed. …”
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Advanced Text Summarization Model Incorporating NLP Techniques and Feature-Based Scoring by Estabraq Abdulreda Kadhim, Mohammad-Reza Feizi-Derakhshi, Hadi S. Aghdasi

“…This study’s summarization algorithm was tested using the CNN, XSum and BBC Summarization datasets, which aggregate documents from different areas. …”
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Unsupervised Learning‐Assisted Acoustic‐Driven Nano‐Lens Holography for the Ultrasensitive and Amplification‐Free Detection of Viable Bacteria by Yang Zhou, Junpeng Zhao, Junping Wen, Ziyan Wu, Yongzhen Dong, Yiping Chen

“…A lightweight unsupervised learning hologram processing algorithm considerably reduces training time and computing hardware requirements, without requiring datasets with manual labels. …”
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Data Temperature Informed Streaming for Optimising Large-Scale Multi-Tiered Storage by Dominic Davies-Tagg, Ashiq Anjum, Ali Zahir, Lu Liu, Muhammad Usman Yaseen, Nick Antonopoulos

“…We also propose a hybrid algorithm that combines existing variables and new variables and conditions into a single data temperature. …”
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Prediction of circRNA-miRNA Associations Based on Network Embedding by Wei Lan, Mingrui Zhu, Qingfeng Chen, Jianwei Chen, Jin Ye, Jin Liu, Wei Peng, Shirui Pan

“…Furthermore, the network embedding algorithm is used to extract potential features of circRNA and miRNA from the heterogeneous network, respectively. …”
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Balanced operation strategies of district heating systems based on dynamic hydraulic-thermal modeling by Xiaojie Lin, Ning Zhang, Zheng Luo, Encheng Feng, Wei Zhong

“…The heating supply imbalance of the primary side return temperatures among different heating substations is defined and optimized based on the dynamic hydraulic-thermal model and the particle swarm optimization algorithm. In the case analysis, the results of heating supply imbalance before and after optimization are 0.81 K and 0.47 K, respectively, with a 42.0 % reduction in heating imbalances after optimization. …”
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A Hybrid FEM-CNN for Image-Based Severity Prediction of Corroded Offshore Pipelines by Mohammad Fadzil Najwa, Muda Mohd Fakri, Abdul Shahid Muhammad Daniel, Aziz Norheliena, Mohd Mohd Hairil, Mohd Amin Norliyati, Mohd Hashim Mohd Hisbany

“…A transfer-learning algorithm was applied to refine and validate the model using a diverse image dataset of uniformly corroded pipelines (200x200 mm, 100x100 mm, 75x75 mm, 50x50 mm, and 10x10 mm), annotated with corresponding severity levels. …”
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A global approach to detecting and characterizing water leakage in a concrete bridge deck: Parametric study to validate an adapted Full-Waveform Inversion method by Viktoriia Buliuk, Amine Ihamouten, Christophe Heinkele, Xavier Dérobert

“…Additionally, the simplicity of the structure facilitates a much faster and more straightforward inversion algorithm, hence making these features especially advantageous for practical applications. …”
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Multi-Objective Operation Optimization of Park Microgrid Based on Green Power Trading Price Prediction in China by Xiqin Li, Zhiyuan Zhang, Yang Jiang, Xinyu Yang, Yuyuan Zhang, Wei Li, Baosong Wang

“…The Levy-based improved bird-flocking algorithm was utilized to address the multi-faceted problem. …”
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Comparison of different feedback controllers on an airfoil benchmark by L. Michel, C. Braud, J.-P. Barbot, J.-P. Barbot, F. Plestan, D. Peaucelle, X. Boucher

“…<p>The present paper proposes a comparison of three well-established controllers: a robust proportional–integral–derivative (PID) controller (<span class="cit" id="xref_altparen.1"><a href="#bib1.bibx13">Conord and Peaucelle</a>, <a href="#bib1.bibx13">2021</a></span>), a model-free control (<span class="cit" id="xref_altparen.2"><a href="#bib1.bibx14">Fliess and Join</a>, <a href="#bib1.bibx14">2013</a>, <a href="#bib1.bibx15">2022</a></span>) and an adaptive sliding-mode control based on the super-twisting algorithm (<span class="cit" id="xref_altparen.3"><a href="#bib1.bibx37">Shtessel et al.…”
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Context-Aware and Locality-Constrained Coding for Image Categorization by Wenhua Xiao, Bin Wang, Yu Liu, Weidong Bao, Maojun Zhang

“…Extensive experiments on several available datasets (Scene-15, Caltech101, and Caltech256) are conducted to validate the superiority of our algorithm by comparing it with baselines and recent published methods. …”
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Toward Intelligent Financial Advisors for Identifying Potential Clients: A Multitask Perspective by Qixiang Shao, Runlong Yu, Hongke Zhao, Chunli Liu, Mengyi Zhang, Hongmei Song, Qi Liu

“…In addition, we design a two-stage feature selection algorithm to select highly relevant user features efficiently and accurately from an incredibly huge number of user feature fields. …”
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The influence of digital platforms on gig workers: A systematic literature review by Farah Diba Almayanda Alauddin, Aini Aman, Mohd Fahmi Ghazali, Sity Daud

“…However, gig workers face significant challenges, such as a lack of social protections, algorithmic control, intense competition, and downward pressure on wages. …”
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Rule-Based Knowledge Acquisition Method for Promoter Prediction in Human and Drosophila Species by Wen-Lin Huang, Chun-Wei Tung, Chyn Liaw, Hui-Ling Huang, Shinn-Ying Ho

“…PromHD utilizes an effective feature-mining algorithm and a reference feature set of 167 DNA sequence descriptors (DNASDs), comprising three descriptors of physicochemical properties (absorption maxima, molecular weight, and molar absorption coefficient), 128 top-ranked descriptors of 4-mer motifs, and 36 global sequence descriptors. …”
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Identification of novel serum lipid metabolism potential markers and metabolic pathways for oral cancer: a population-based study by Na Wang, Yujia Chen, Jianli Lin, Yulan Lin, Haoyuan Song, Weihai Huang, Liling Shen, Fa Chen, Fengqiong Liu, Jing Wang, Yu Qiu, Bin Shi, Ling Li, Lisong Lin, Lizhen Pan, Baochang He

“…The disease classification model, constructed using a KNN algorithm with 13 metabolites selected through LASSO screening, achieved the best performance, with an AUC of 0.978 (0.955-1.000). …”
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Optimal Location Model of Bus Terminals and Evaluation of Factors Affecting It by Morteza Shafiee, Hilda Saleh, Aseyeh Sadat Hatami

“…To better understand the proposed method, the problem of locating terminals was implemented in Shiraz, which finally selected the proposed 3-point algorithm as the final point for constructing intercity bus terminals. …”
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A Development Model for Identifying the Uncertainty Sources and Their Impacts on Bridge Construction Projects by Kayvan Mohammadi Atashgah, Rouzbeh Ghousi, Armin Monir Abbasi, Abbasali Tayefi Nasrabadi

“…Likewise, a modified algorithm is proposed for checking the consistency of the spherical fuzzy matrices. …”
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An Overview of Solar Orbiter Observations of Interplanetary Shocks in Solar Cycle 25 by Domenico Trotta, Andrew Dimmock, Heli Hietala, Xochitl Blanco-Cano, Timothy S. Horbury, Rami Vainio, Nina Dresing, Immanuel Christopher Jebaraj, Francisco Espinosa Lara, Raúl Gómez-Herrero, Javier Rodriguez-Pacheco, Yulia Kartavykh, David Lario, Jan Gieseler, Miho Janvier, Milan Maksimovic, Nasrin Talebpour Sheshvan, Christopher J. Owen, Emilia K. J. Kilpua, Robert F. Wimmer-Schweingruber

“…Finally, we give details and guidance on the access use of the present survey, available on the EU-project “Solar Energetic Particle Analysis Platform for the Inner Heliosphere” website. The algorithm used to identify shocks in large data sets, now publicly available, is also described.…”
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Smart interfaces to assist the operator in the context of industry 4.0 with a 5S human-centric approach by Mario Rojas, Javier Maldonado-Romo, Juana Isabel Mendez, Pedro Ponce, Arturo Molina

“…However, challenges related to realistic hand-object interactions and algorithmic enhancements were identified. The study underscores the importance of continuous improvement and cross-disciplinary collaboration to advance the usability and effectiveness of these technologies. …”
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