Optimizing encrypted search in the cloud using autoencoder-based query approximation by Mahmoud Mohamed, Khaled Alosman

“…Our work is comprehensively benchmarked against alternative methods to quantify gains. The open-source implementation enables further research into optimized neural encrypted search. …”
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Beyond Standard Losses: Redefining Text-to-SQL with Task-Specific Optimization by Iker Azurmendi, Ekaitz Zulueta, Gustavo García, Nekane Uriarte-Arrazola, Jose Manuel Lopez-Guede

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Model Similarity Calculation Based on Adaptive Global Optimal Harmony Search by GAO Xue-yao, DONG Xin-ran, ZHANG Chun-xiang

“…Self-adaptive global best harmony search algorithm is used to find an optimal face matching sequence between source model and target one from face similarity matrix. …”
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High-Quality Marine Economic Development: Theoretical Sources, Constituent Elements and Practical Approaches of Marine New Quality Productive Forces by GUO Fengyue, PENG Xumei

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Conveyor X-Ray Tomosynthesis Imaging With Optimized Structured Sequential Illumination by Xu Ma, Dong Wang, Angela Cuadros, Tianyi Mao, Qile Zhao, Gonzalo R. Arce, Tingfa Xu

“…This paper proposes a conveyor X-ray tomosynthesis imaging method with optimized structured sequential illumination. …”
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Variations in Rural PM2.5 Sources and Composition in the Post Coal-to-Gas Period Based on a Three-Year Observation by Zhi Ning, Zhiyong Li, Jihong Wei, Jinming Liu, Huichun Ma, Zhuangzhuang Ren, Xiaohua Ma, Chen Liu, Lan Chen, Aiqin Liu, Binglin Wang, Jiaqi Wang, Huiying Gao

“…The Positive Matrix Factorization (PMF) modeling and Potential source contribution function (PSCF) analysis were employed to analyze the contributions of different sources to PM2.5. …”
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Research on Gear Modification Optimization Design of Dual Power Drive Gearbox by Zixuan Ge, Zhuzheng Xu

“…Taking a certain type of dual-power drive gearbox transmission system as the research object，through static simulation，the transmission error and tooth surface load of the gear pair at the input end of the power source A are analyzed. According to the gear pair modification method， the Romax software is used to carry out the research on the influence law of the modification parameters in the transmission error and tooth surface load. …”
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Detection of child depression using machine learning methods. by Umme Marzia Haque, Enamul Kabir, Rasheda Khanam

“…As a result, our objective is to 1) create a model that can predict depression in children and adolescents aged 4-17 years old, 2) evaluate the results of ML algorithms to determine which one outperforms the others and 3) associate with the related issues of family activities and socioeconomic difficulties that contribute to depression.<h4>Methods</h4>The YMM, the second Australian Child and Adolescent Survey of Mental Health and Wellbeing 2013-14 has been used as data source in this research. …”
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Energy Aware Swarm Optimization with Intercluster Search for Wireless Sensor Network by Shanmugasundaram Thilagavathi, Bhavani Gnanasambandan Geetha

“…Generally, WSNs are power constrained due to their unique deployment method which makes replacement of battery source difficult. …”
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Optimization of Gallic Acid Production from Terminalia Chebula by Aspergillus niger by N. Lokeswari, K. Jaya Raju

“…Fungal mycelia pre-induced with 5 g/L gallotannin was used as inoculums. Optimal conditions of production were determined using various parameters including gallotannin concentration, nutritional source and metal ions are determined. …”
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End-to-end Projection Optimization Net for Short Scan CBCT Reconstruction by Xuan Zhou, Yuedong Liu, Cunfeng Wei

“…Last, we evaluate the performance of proposed method on both simulation and experiment dataset. …”
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Studies on Optimization of Growth Parameters for L-Asparaginase Production by Streptomyces ginsengisoli by Neelima Deshpande, Prachi Choubey, Manasi Agashe

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Optimizing Budget Accuracy in the Mining Industry Through Zero-Based Budgeting by Firmansyah Firmansyah, Ahmad Juanda, Driana Leniwati

“…The main objective of this study is to explore how ZBB can help companies plan and manage budgets more effectively, as well as identify potential cost savings that can be achieved through an in-depth analysis of each budget item. The method used in this study is literature analysis, which includes a review of various academic sources and best practices in the application of ZBB in the mining industry. …”
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Optimal energy management of microgrid based on multi-parameter dynamic programming by Xuejie Wang, Yanchao Ji, Jianze Wang, Yuanjun Wang, Lei Qi

“…The model of energy management is considered as a multi-objectives and multi-parametric optimization problem. The multi-parameter dynamic programming is used to optimize the energy management of microgrid. …”
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A Survey on Hyperparameters Optimization of Deep Learning for Time Series Classification by Ayuningtyas Hari Fristiana, Syukron Abu Ishaq Alfarozi, Adhistya Erna Permanasari, Mahardhika Pratama, Sunu Wibirama

“…This review examines the HPO methods, hyperparameters, and tools utilized in this context based on 77 primary studies sourced from academic databases. …”
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A Diagnostic Framework for Decoupling Multi-Source Vibrations in Complex Machinery: An Improved OTPA Application on a Combine Harvester Chassis by Haiyang Wang, Zhong Tang, Liyun Lao, Honglei Zhang, Jiabao Gu, Qi He

“…We employed a multi-condition vibration test with sequential source activation and an improved Operational Transfer Path Analysis (OTPA) method. …”
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Process Optimization for Pyro-gasification of Waste Polymer Using Hierarchical Catalysts by Viktoria Zsinka, Norbert Miskolczi, Stefania Tronci

“…These materials offer a renewable and abundant source, which can be converted into valuable fuels and chemicals. …”
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Optimal Operation of Energy Hub Systems under Resiliency Response Options by Ali Khodadadi, Taher Abedinzadeh, Hasan Alipour, Jaber Pouladi

“…The max-min fuzzy method is also used to select the optimal solution among the Pareto solutions. …”
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A Novel Gravity ‎Optimization Algorithm for Extractive Arabic Text Summarization by Mustafa J. Hadi, Ayad R. Abbas, Osamah Y. Fadhil

“…  An automatic text summarization system mimics how humans summarize by picking the most ‎significant sentences in a source text. However, the complexities of the Arabic language have become ‎challenging to obtain information quickly and effectively. …”
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Dynamic characterization and vibration response optimization of EMT system for tracked vehicles by Zhengda Han, Xiaocong Liang, Wei Zhang, Yi Liu, Jingang Liu

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