Enhancing Power Allocation in DAS: A Hybrid Machine Learning and Reinforcement Learning Model by S. Gnanasekar, K. C. Sriharipriya

“…ML models utilize historical data to forecast optimal power levels, while MARL agents dynamically adjust power allocation based on real-time conditions, aiming to enhance spectral efficiency, minimize interference, and optimize energy efficiency. …”
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Robust modeling and planning of radio-frequency identification network in logistics under uncertainties by Bowei Xu, Junjun Li, Yongsheng Yang, Octavian Postolache, Huafeng Wu

“…To realize higher coverage rate, lower reading interference, and cost efficiency of radio-frequency identification network in logistics under uncertainties, a novel robust radio-frequency identification network planning model is built and a robust particle swarm optimization is proposed. …”
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Machine Learning-Assisted NIR Spectroscopy for Dynamic Monitoring of Leaf Potassium in Korla Fragrant Pear by Mingyang Yu, Weifan Fan, Junkai Zeng, Yang Li, Lanfei Wang, Hao Wang, Feng Han, Jianping Bao

“…Parameter optimization revealed that the BPNN model achieved optimal stability with 10 neurons in the hidden layer. …”
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Impact of video quality in online learning on anxiety and motivation: a randomized controlled trial among medical students by Yu Li, Qingqing Fang, Jinyan Shao, Wei Jiang, Ying Chen

“…The participants watched videos of varying quality (no interference, moderate interference, or severe interference) to evaluate the impact of video quality on their state anxiety (STAI-S) and learning motivation (MSLQ). …”
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Augmented Reality and Computational Simulations for the Preprocedural Planning of Transcatheter Aortic Valve Replacement After Previous Transcatheter Mitral Valve Replacement by Roberta Scuoppo, Chiara Catalano, Eleonora Costagliola, Stefano Cannata, Salvatore Pasta, Caterina Gandolfo

“…However, TAVR is challenging in patients with a pre-existing mitral valve prosthesis, such as a transcatheter mitral valve replacement (TMVR), due to the likelihood of device interference. This study explores the feasibility and safety of performing TAVR in a patient with a pre-existing TMVR procedure using 3D printing, augmented reality (AR) and computational simulations to optimize preprocedural planning. …”
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Key Techniques of Three-Dimensional Electrophysiology Catheter Positioning Based on Magnetic-Electric Fusion by Yu CHEN, Zehui SUN, Xianliang HE, Changgen CHEN, Bingbing XUE, Libin MENG, Ye LI

“…Specifically, the magnetoelectric conversion matrix is established first, followed by the optimization of the catheter shape. The interference factors such as magnetic field interference, body movement, respiration, and heartbeat in catheter positioning and their suppression methods are analyzed and discussed in detail. …”
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Effect of fitting tolerance on mechanical performance of CFRP/Al double-lap blind riveted joints by Hanli Zhang, Bingbing Wang, Yucan Qin, Zhengqiang Tang

“…The simulation results of the riveting installation show that high-speed installation with interference-fit conditions can effectively reduce the resistance during installation. …”
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Hybrid secure beamforming and vehicle selection using hierarchical agglomerative clustering for C-RAN-based vehicle-to-infrastructure communications in vehicular cyber-physical sys... by Dongyang Xu, Pinyi Ren, Qinghe Du, Li Sun

“…We formulate an optimization problem of maximizing secrecy sumrate with the constraint of orthogonality-based vehicle selection. …”
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Approaches to Regulating Relations in the Sphere of Developing and Using the Artificial Intelligence Technologies: Features and Practical Applicability by O. S. Erahtina

“…When determining the risk level of using the artificial intelligence technologies, the following criteria should be applied:  the type of artificial intelligence technology, its sphere of use, and the level of potential harm for the environment, health and other fundamental human rights.In turn, the central issue of using the technological approach is the necessity and limits of regulation in the sphere of developing and using the artificial intelligence technologies. First, interference into this sphere must not create obstacles for developing technologies and innovations. …”
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Damage Recognition of Road Auxiliary Facilities Based on Deep Convolution Network for Segmentation and Image Region Correction by Yuanshuai Dong, Yanhong Zhang, Yun Hou, Xinlong Tong, Qingquan Wu, Zuofeng Zhou, Yuxuan Cao

“…Compared with traditional image segmentation methods, the method using the PointRend target segmentation model has better segmentation quality for target details, and it is more robust when dealing with background interference.…”
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Effects of light, electromagnetic fields and water on biological rhythms by Jan Martel, Nicolas Rouleau, Nirosha J. Murugan, Wei-Chun Chin, David M. Ojcius, John D. Young

“…The circadian rhythm controls a wide range of functions in the human body and is required for optimal health. Disruption of the circadian rhythm can produce inflammation and initiate or aggravate chronic diseases. …”
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Developing Resilient and Expandable Adaptive Capacity Arbitration Algorithms for Future WCDMA (UMTS) Wireless Systems by M. Sajjad, S. Qaisar, A. Khan, I. Khan, S. Hussein Khan

“…The proposed algorithms place a strong emphasis on achieving resilience by taking into account interference issues, uncertainties, as well as evolving network conditions. …”
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A Novel Community Detection Algorithm Based on Node Propagation and Attraction by Lidong Fu, Xinxing Xie, Zengfa Dou, Yun Bai, Xi Zhao

“…These high-propagation nodes form the initial backbone and framework of communities, minimizing the interference of low-propagation nodes on community structure. …”
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A Recognition Method for Adzuki Bean Rust Disease Based on Spectral Processing and Deep Learning Model by Longwei Li, Jiao Yang, Haiou Guan

“…First, visible/near-infrared (UV/VNIR) spectroscopy was used to extract the spectral information of leaves, and discrete wavelet transform (DWT) was applied to preprocess and smooth the original canopy spectral data to effectively reduce the impact of noise interference. Second, the competitive adaptive reweighted sampling (CARS) algorithm was implemented in the range of 425–825 nm to determine the optimal characteristic wavenumbers, thereby reducing data redundancy. …”
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A Variable bandwidth spectrum auction mechanism with performance guarantee by Xiaofei Bu, Yu-E Sun, Lina Zhang, He Huang, Baowei Wang

“…Then, a channel allocation mechanism is proposed, which can allocate spectrum to winners without interference. Finally, we compute the critical value for each winner to ensure truthfulness. …”
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Rapid Determination of Mercury Ions in Environmental Water Based on an N-Rich Covalent Organic Framework Potential Sensor by Jinjin Tian, Yulin Zhu

“…The selectivity coefficients for Fe2+, Zn2+, As3+, Cr6+, Cu2+, Cr3+, Al3+, Pb2+, NH4+, Ag+, Ba2+, Mg2+, Na+, and K+ are found to be small, indicating no interference in the detection system. The proposed method can be successfully applied to the determination of Hg2+ in 3 typical environmental water samples, with a recovery rate of 98.6–101.8%. …”
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Utilizing UAVs in Wireless Networks: Advantages, Challenges, Objectives, and Solution Methods by Mohammad Javad Sobouti, Amirhossein Mohajerzadeh, Haitham Y. Adarbah, Zahra Rahimi, Hamed Ahmadi

“…In this paper, we provide a comprehensive survey of the state-of-the-art research on UAV placement and trajectory optimization in cellular networks. We first introduce the main objectives and challenges of UAV placement and trajectory optimization, such as maximizing coverage, throughput, energy efficiency, or reliability, while minimizing interference, delay, or cost. …”
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Efficacy of regular gargling with a cetylpyridinium chloride plus zinc containing mouthwash can reduce upper respiratory symptoms. by Francisco Wilker Mustafa Gomes Muniz, Maísa Casarin, Natália Marcumini Pola, Cassiano Kuchenbecker Rösing, Taciane Menezes da Silveira, Francisco Hecktheuer Silva, Guilherme Azario de Holanda, Larissa Viana de Oliveira, Pedro Paulo de Almeida Dantas, Bernal Stewart, Zilson Malheiros, Carlos Benítez, Lyndsay Schaeffer

“…The posterior oral cavity serves as an entry point to both the digestive and respiratory systems. Optimal oral hygiene, particularly by means of gargling, has been shown to effectively reduce transmission and duration of respiratory illnesses (Clinical Trials registration: NCT06479226). …”
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5 G WiFi Signal-Based Indoor Localization System Using Cluster -Nearest Neighbor Algorithm by Feng Yu, Minghua Jiang, Jing Liang, Xiao Qin, Ming Hu, Tao Peng, Xinrong Hu

“…More importantly, we select the optimal nearest neighbor points based on the proposed cluster KNN algorithm. …”
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Bioinformatics analysis of the Microsporidia sp. MB genome: a malaria transmission-blocking symbiont of the Anopheles arabiensis mosquito by Lilian Mbaisi Ang’ang’o, Jeremy Keith Herren, Özlem Tastan Bishop

“…MB, known for its ability to block malaria development in mosquitoes, is an optimal candidate for supplementing malaria vector control methods. …”
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