Application of Deep Learning for Stock Prediction Within the Framework of Portfolio Optimization in Quantitative Trading by Xiaoyu Qin

“… This paper proposes a method for stock prediction and portfolio optimization as a part of quantitative trading based on a combination of Bi-RNN and a modified snake optimization algorithm (MSOA) to build optimal portfolios and outperform conventional models and benchmarks. …”
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Quantitative Estimation of Organic Pollution in Inland Water Using Sentinel-2 Multispectral Imager by Jiayi Li, Ruru Deng, Yu Guo, Cong Lei, Zhenqun Hua, Junying Yang

“…In this study, we propose a physically constrained remote sensing algorithm for the quantitative estimation of organic pollution in inland waters based on radiative transfer theory. …”
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Quantitative Modelling of Biohydrogen Production from Indian Agricultural Residues via Dark Fermentation by Tanmay J. Deka, Ahmed I. Osman, Mohamed Farghali, Ahmed Alengebawy, Debendra C. Baruah, David W. Rooney

“…This study employs quantitative modelling to evaluate India's bioH2 production potential from major crop residues. …”
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Quantitative Study of Vitamin K in Plants by Pressurized Liquid Extraction and LC-MS/MS by Iryna Bryshten, Łukasz Paprotny, Małgorzata Olszowy-Tomczyk, Dorota Wianowska

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Quantitative estimation method for complex part surface defects based on multimodal information fusion by Rui Wang, Wei Du, Qingchao Jiang

“…The results demonstrate the system’s applicability and efficiency, making it a viable solution for practical implementation in industrial environments.…”
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Validation of Methods of Identification and Quantitative Determination of Active Ingredients in Films for Treatment of Caries of Dentin by E. S. Berezina, A. L. Golovanenko, I. V. Alekseeva

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Quantitative analysis of passive cooling measures in achieving a thermally comfortable urban environment by Bharath Haridas Aithal, Nimish Gupta, Gargi Dwivedi

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DNA-based authentication in meat products: Quantitative detection of species adulteration and compliance issues by Styliani Minoudi, Konstantinos Gkagkavouzis, Nikoleta Karaiskou, Thomai Lazou, Alexandros Triantafyllidis

“…This study aims to validate quantitative species-specific molecular methods using real-time PCR for animal species identification (bovine, chicken, horse, and swine) by assessing their sensitivity, specificity, and efficiency. …”
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A Study on the Energy Condition and Quantitative Analysis of the Occurrence of a Coal and Gas Outburst by Linchao Dai, Yanbao Liu, Jie Cao, Xuelin Yang, Haitao Sun, Guangcai Wen, Bo Wang

“…A quantitative analysis was given based on the energy model. …”
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Ground-Independent UAV Quantitative Mapping and In Situ Experimental Validation for Coral Reef Habitats by Enze Wang, Huaguo Zhang, Yunhan Ma, Han Tong, Juan Wang, Wenting Cao, Dongling Li

“…Overall, the proposed UAV quantitative mapping method enhances the efficiency and diversity of coral reef monitoring, while the in situ survey approach ensures accuracy. …”
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Pore Structure Quantitative Characterization of Tight Sandstones Based on Deep Learning and Fractal Analysis by Xinglei Song, Congjun Feng, Teng Li, Qin Zhang, Jiaqi Zhou, Mengsi Sun

“…Fractal geometry was applied for the combined quantitative characterization of pore parameters and fractal dimensions of the tight sandstone. …”
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Research on Quantitative Evaluation of Defects in Ferromagnetic Materials Based on Electromagnetic Non-Destructive Testing by Xiangyi Hu, Ruijie Xie, Ruotian Wang, Jiapeng Wang, Haichao Cai, Xiaoqiang Wang, Xiang Li, Qingzhu Guan, Jianhua Zhang

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Fluorescence lifetime imaging microscopy approach reveals quantitative signatures for hepatocellular carcinoma diagnosis by Lingyun Li, Lingyun Li, Aoshan Wang, Xiongqing Liu, Ganlu Wang, Shanjie Xu, Changjiang Li, Wenzhong Wu, Xiaoying Zhang, Zhendan He, Huiling Qiu, Xiao Peng, Wei Yan, Junle Qu

“…However, H&E staining alone cannot provide quantitative data for diagnosis of tumor samples. Poorly differentiated or unclear lesions are difficult to distinguish. …”
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Quantitative Real-Time PCR Assay for Determining Transgene Copy Number in Transformed Plants by David J. Ingham, Sandra Beer, Stephanie Money, Geneviève Hansen

“…To develop the TaqMan copy number assay, we chose to utilize our highly efficient Agrobacterium-mediated transformation system of maize. …”
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Quantitative nylon monomerization by the combination of chemical pretreatment and enzymatic hydrolysis using nylon hydrolases. by Yuki Shiraishi, Dai-Ichiro Kato, Kaito Miyazaki, Maina Yonemura, Yoko Furuno, Risa Yokoyama, Yukiko Yokogawa, Sho Nonaka, Yoshiro Kaneko, Keigo Ebata, Yuichiro Himeda, Seiji Negoro

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A quantitative model of technological pedagogical content knowledge (TPACK) based on graphical calculation by Xinnan Zhao, Fengnian Wang

“…This study presents a highly efficient and practical model for applying the TPACK theoretical framework.…”
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Quantitative Analysis of Damping Enhancement and Piezoelectric Effect Mechanism of CNTs/PMN/EP Composites by Shiyue Pan, Meijuan Li, Fei Chen, Zhixiong Huang, Qiang Shen, Lianmeng Zhang

“…CNTs form loop circuits gradually with the content of CNTs increasing, and electrical energy generated via piezoelectric effect of PMN is efficiently dissipated through the conductive network. …”
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Space Deficits in Parkinson’s Disease Patients: Quantitative or Qualitative Differences from Normal Controls? by D. Natsopoulos, M.-S. Bostantzopoulou, Z. Katsarou, G. Grouios, G. Mentenopoulos

“…Application of a structural model (confirmatory factor analysis) demonstrated that both PD patients and the NC group stemmed from a homogeneous population, suggesting that the differences found between the two groups are of a quantitative rather than of a qualitative nature.…”
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Nonlinear Regression with High-Dimensional Space Mapping for Blood Component Spectral Quantitative Analysis by Xiaoyan Ma, Yanbin Zhang, Hui Cao, Shiliang Zhang, Yan Zhou

“…Accurate and fast determination of blood component concentration is very essential for the efficient diagnosis of patients. This paper proposes a nonlinear regression method with high-dimensional space mapping for blood component spectral quantitative analysis. …”
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QTG-LGBM: A method of prioritizing causal genes in quantitative trait loci in maize by Chuang Wang, Shenshen Wu, Zhou Yao, En Luo, Junli Deng, Jianxiao Liu

“…Efficient and accurate identification of candidate causal genes within quantitative trait loci (QTL) is a significant challenge in genetic research. …”
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