The Significant Effects of Threshold Selection for Advancing Nitrogen Use Efficiency in Whole Genome of Bread Wheat by Mohammad Bahman Sadeqi, Agim Ballvora, Said Dadshani, Md. Nurealam Siddiqui, Mohammad Kamruzzaman, Ahossi Patrice Koua, Jens Léon

“…Nevertheless, we believe that it is necessary to utilize modern statistical optimization techniques to evaluate the stability and performance of our results and to select significant FDR threshold. …”
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Biomedical named entity recognition using improved green anaconda-assisted Bi-GRU-based hierarchical ResNet model by Ram Chandra Bhushan, Rakesh Kumar Donthi, Yojitha Chilukuri, Ulligaddala Srinivasarao, Polisetty Swetha

“…Conclusion To improve the training phase of the IGa-BiHR BNERM, the Improved Green Anaconda Optimization technique was used to select optimal weight parameter coefficients for training the model parameters. …”
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A scoping review to map the concept, content, and outcome of wilderness programs for childhood cancer survivors. by Mats Jong, E Anne Lown, Winnie Schats, Michelle L Mills, Heather R Otto, Leiv E Gabrielsen, Miek C Jong

“…<h4>Conclusions</h4>This scoping review guides childhood cancer survivors, their families, practitioners, clinicians and researchers in the development and optimization of wilderness programs for childhood cancer survivors. …”
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A Hybrid Framework for Detection and Analysis of Leaf Blight Using Guava Leaves Imaging by Sidrah Mumtaz, Mudassar Raza, Ofonime Dominic Okon, Saeed Ur Rehman, Adham E. Ragab, Hafiz Tayyab Rauf

“…The optimized features were given to the variants of SVM and KNN classifiers for classification. …”
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A generative deep neural network for pan-digestive tract cancer survival analysis by Lekai Xu, Tianjun Lan, Yiqian Huang, Liansheng Wang, Junqi Lin, Xinpeng Song, Hui Tang, Haotian Cao, Hua Chai

“…Results In this study, we propose GDEC, a multi-task generative deep neural network designed for precise digestive tract cancer subtyping. The network optimization process involves employing an integrated loss function consisting of two modules: the generative-adversarial module facilitates spatial data distribution understanding for extracting high-quality information, while the clustering module aids in identifying disease subtypes. …”
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Study on the Interaction between Low-Viscosity High-Permeability Pregrouting Sealing Material and Coal and Its Application by Yujia Chen, Ao Li, Dingding Yang, Tianyu Liu, Xiaowei Li, Jun Tang, Chenglin Jiang

“…In view of this problem, after optimization and experiments, polylactide polyol/polyether polyol 4110/isocyanate was determined as the target system. …”
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Journal of Food Quality Evaluation of Effect of Extraction Solvent on Selected Properties of Olive Leaf Extract by Won-Young Cho, Da-Hee Kim, Ha-Jung Lee, Su-Jung Yeon, Chi-Ho Lee

“…The results of this study facilitate the commercial applications of natural extracts with antioxidant and antibacterial activities and are expected to establish a foundation for further optimization studies.…”
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Novel Study of Reaction Kinetics and Mass Transfer in Bioreactor Modelling: Prediction of Bioethanol Fermentation Performance by Saccharomyces cerevisiae on Continuous Fixed Bed Bi... by Christian Aslan, Hary Devianto, Vita Wonoputri, Ardiyan Harimawan

“…These impacts underscore the importance of advancing innovation and optimizing processes to increase bioethanol production. …”
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A data-driven modeling method for secondary frequency regulation characteristic of thermal power units by LI Zhijun, SHA Qianli, YAN Xinrong, YAN Gangui, ZHU Lin, FANG Zheng, LI Junhui

“…Adaptive parameters for the three response stages during the unit's response process are determined using particle swarm optimization （PSO）. Finally， case studies are designed to validate the effectiveness and superiority of the proposed model.…”
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Heart abnormality classification using ECG and PCG recordings with novel PJM-DJRNN by Nadikatla Chandrasekhar, Sujatha Canavoy Narahari, Sreedhar Kollem, Samineni Peddakrishna, Archana Penchala, Babji Prasad Chapa

“…Then, the important features are selected using Poisson Distribution Function - Snow Leopard Optimization (PDF-SLO), and the PJM-DJRNN is used to classify the types of disease. …”
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A Collaborative Control Framework: Achieving Emergency Vehicle Priority While Minimizing Negative Impact on Ordinary Vehicles at Signalized Intersection by Ke-jun Long, Zhong-gen Zhang, Zhi-bo Gao, Si-qi Zhong, Jian Gu

“…Finally, our collaborative control framework also employs an Eco-Driving algorithm for the optimization of OV speed to reduce fuel consumption. …”
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Strongly improved mechanical properties of aluminum composites by designed ceramic lattice by Zijian Zhang, Wanyu Li, Yingjie Feng, Xiangyang Liu, Xuefei Zhang, Yujia Huang, Keqiang Zhang, Chunlei Wan

“…It mitigates stress concentrations and amplifies the synergistic interaction between the ceramic and metal phases, leading to an optimization of the mechanical properties. The composite exhibits superior dimensional stability under high-stress cyclic loading conditions, surpassing the matrix's susceptibility to excessive plastic deformation. …”
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Developing a Pattern Discovery Method in Time Series Data and Its GPU Acceleration by Huanzhou Zhu, Zhuoer Gu, Haiming Zhao, Keyang Chen, Chang-Tsun Li, Ligang He

“…Moreover, we parallelize the proposed algorithm on GPUs using CUDA and further propose an optimization technique to improve the performance of our parallelization implementation on GPU. …”
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Research on Fire Detection of Cotton Picker Based on Improved Algorithm by Zhai Shi, Fangwei Wu, Changjie Han, Dongdong Song

“…The improved fusion algorithm is used as a learning algorithm to optimize the BP neural network, and the optimized network is used to process and predict the data collected from temperature and gas sensors, which effectively improves the accuracy of fire prediction. …”
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Computational biology and artificial intelligence in mRNA vaccine design for cancer immunotherapy by Saber Imani, Xiaoyan Li, Keyi Chen, Mazaher Maghsoudloo, Parham Jabbarzadeh Kaboli, Mehrdad Hashemi, Mehrdad Hashemi, Saloomeh Khoushab, Saloomeh Khoushab, Xiaoping Li

“…Messenger RNA (mRNA) vaccines offer an adaptable and scalable platform for cancer immunotherapy, requiring optimal design to elicit a robust and targeted immune response. …”
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Microbial Inoculants in Sustainable Agriculture: Advancements, Challenges, and Future Directions by Alondra María Díaz-Rodríguez, Fannie Isela Parra Cota, Luis Alberto Cira Chávez, Luis Fernando García Ortega, María Isabel Estrada Alvarado, Gustavo Santoyo, Sergio de los Santos-Villalobos

“…This review covers the isolation and identification of beneficial strains, the screening and selection process, the optimization of production techniques, and the importance of quality control and field testing. …”
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Simulation Study of Carbon Extraction from Coal Gasification Fine Slag by Airflow Classification Based on CFD-DEM by LI Xiangyang, ZHANG Qian, LI Le, BAI Hui, HUANG Wei

“…On this basis, the air inlet direction in the turbine air classifier was optimized, and the effects of inlet air velocity and turbine speed on the efficient carbon extraction for gasification slag in air classifier were predicted. …”
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Biomaterial-based strategies: a new era in spinal cord injury treatment by Shihong Zhu, Sijun Diao, Xiaoyin Liu, Zhujun Zhang, Fujun Liu, Wei Chen, Xiyue Lu, Huiyang Luo, Xu Cheng, Qiang Liao, Zhongyu Li, Jing Chen

“…It discusses various types of scaffolds, their integrations with stem cells or growth factors, and approaches for optimization of scaffold design.…”
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Cubic-quartic optical solitons with polarization-mode dispersion by the improved adomian decomposition scheme by Afrah M. Almalki, A.A. AlQarni, H.O. Bakodah, A.A. Alshaery, Ahmed H. Arnous, Anjan Biswas

“…IADM's adaptability suggests its potential for application in various domains, particularly in the optimization and design of optical communication systems. • The research utilizes both the Adomian Decomposition Method (ADM) and its enhanced version (IADM) to solve the Gerdjikov-Ivanov equation. • Numerical simulations validate the accuracy and stability of these methods, with IADM showing superior convergence. • The study underscores the importance of these methods in improving optical communication systems and other nonlinear applications.…”
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Development and Performance Evaluation of Thin-Layer Color Antiwearing Paving Materials by Zhaohui Liu, Xiangming Deng, Hao Guo, Yingchun Zhang, Di Wei, Dongmei Zhang

“…Based on response surface optimization, the optimum formulation was recommended. …”
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