Green gram yield prediction using linear regression by Tumusiime, Robert, Mabirizi, Vicent, Mirembe, D.P, Arinanye, T.R

“…The model was evaluated for precision and evaluation result revealed that, with a mean absolute percentage error (MAPE) of 16.8%, the proposed model had a precision of 96.4% was deemed accurate in predicting green gram yield.…”
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Soft Computing Solutions for Reducing the Carbon Footprint of Fly Ash Based Concrete. Advances in Civil Engineering by Awoyera, Paul O., Adetola, Joshua, Nayeemuddin, Mohammed, Mewada, Hiren, George Fadugba, Olaolu

“…The construction industry significantly contributes to environmental degradation,with many structures exhibiting high carbon footprints throughout their construction processes and lifespans.Activities such as cement hydration and other commoncon-struction practices substantially influence environmental conditions overtime,necessitating a critical evaluation of material and design choices.This study reported the environmental impact of fly ash(FA),which is largely used to enhance concrete strength.A prediction of two end point indicators,that is,global warming potential(GWP)and CO2 emission using soft computing methods are presented,which are particularly effective for handling complex,non linear relationships in environmental data.To achieve this, two machine learning approaches,the random forest(RF)and decision tree(DT)models,are employed to assess the environ- mental impact of structural materials and designs.Two data sets were obtained from reputable databases,including ResearchGate, Science Direct, Semantic Scholar,and Mendeley Data.The models are trained to explore the potential for optimizing structural designs and material selection stominimize environmental impacts.Feature importance is analyzed using Shapley values,providing insights into the most influential factors affecting GWP and CO2 emission Model performance is evaluated using R2 and root mean square error(RMSE) metrics. …”
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Patterns of Myopia Progression in European Adults by Michael Moore, PhD, MSc, Gareth Lingham, PhD, Daniel I. Flitcroft, DPhil, MBBS, James Loughman, PhD

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Carbon stock in calophyllum inophyllum provenances from eight islands in Indonesia: associate soil physicochemical properties and litter fiber content by Tri Maria Hasnah, Eko Hanudin, Budi Leksono, Syed Ajijur Rahman, Benito Heru Purwanto, Eritrina Windyarini, Agus Muhamad Maulana, Himlal Baral

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Ensemble learning-based crop yield estimation: a scalable approach for supporting agricultural statistics by Patric Brandt, Florian Beyer, Peter Borrmann, Markus Möller, Heike Gerighausen

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GaoFen-3 Mission for InSAR Time Series Analysis: A Quantitative Evaluation by Yuxiao Qin, Qingjun Zhang, Wen Hong, Bing Han, Fangfang Li, Jiaxin Shen, Ke Wang, Mengge Wang

“…When compared to Sentinel-1 (S1), the root mean square error of the estimated velocity between GF-3 and S1 was 2 mm/yr. …”
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Detection of Multiple Small Biased GPS Spoofing Attacks on Autonomous Vehicles Using Time Series Analysis by Ahmad Mohammadi, Reza Ahmari, Vahid Hemmati, Frederick Owusu-Ambrose, Mahmoud Nabil Mahmoud, Parham Kebria, Abdollah Homaifar

“…This research introduces an algorithm to identify GPS spoofing attacks in Autonomous Vehicles (AV). …”
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Psychological and Social Factors in Jury Decision-Making: An Analysis of the Influence of Implicit Bias and Prejudice by João Miguel Alves Ferreira, Sergii Tukaiev

“…However, a growing body of research suggests that psychological and social factors, such as implicit bias and cultural prejudices, can significantly influence the jury's decision-making process, compromising impartiality and potentially leading to judicial errors [1][3][5]. …”
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Multi-criteria decision model for multicircular flight control of unmanned aerial vehicles through a hybrid approach by Noorulden Basil, Hamzah M. Marhoon, Bayan Mahdi Sabbar, Abdullah Fadhil Mohammed, Osamah Albahri, Ahmed Albahri, Abdullah Alamoodi, Iman Mohamad Sharaf, Amare Merfo Amsal, Mahrous Ahmed, Enas Ali, Sherif S. M. Ghoneim

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The impact of health insurance models on reducing DALYS from cardiovascular diseases and neoplasms: A panel study across 51 OECD member and candidate countries by Aleksandra Kuzior, Zhanat Khishauyeva, Narek M. Kesoyan, Dmytro Sukov, Natalia Sidelnyk, Nataliia Sheliemina, Tetiana Vasylieva

“…Fixed and random effects panel regression models with clustered robust standard errors were employed to estimate the associations. …”
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Does academic practice protect emergency physicians against burnout? by Jeffrey G. Norvell, Annalee M. Baker, David J. Carlberg, David Diller, Jacqueline M. Dziedzic, John T. Finnell, Sarah Greenberger, Chad Kessler, Bruce M. Lo, Brooke M. Moungey, Elizabeth Schiller, Lauren A. Walter

“…However, researchers have only begun to explore the factors that underlie this protective effect. …”
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Reconfigurable ScAlN Piezoelectric Micromachined Ultrasonic Transducer Arrays for Range Finding by Wenling Shang, Danrui Wang, Bin Miao, Shutao Yao, Guifeng Ta, Haojie Liu, Jinyan Tao, Xiaonan Liu, Xiangyong Zhao, Jiadong Li

“…However, the frequency inconsistency of the PMUT arrays often leads to directional errors with the ultrasonic beams. Herein, we propose a reconfigurable PMUT array based on a Sc_0.2Al_0.8N piezoelectric thin film for in-air ranging. …”
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Integration of UAV-sensed features using machine learning methods to assess species richness in wet grassland ecosystems by Clara Oliva Gonçalves Bazzo, Bahareh Kamali, Murilo dos Santos Vianna, Dominik Behrend, Hubert Hueging, Inga Schleip, Paul Mosebach, Almut Haub, Axel Behrendt, Thomas Gaiser

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Parents’ Knowledge and Attitudes Toward Pediatric Ophthalmic Disorders in Saudi Arabia: A Cross-Sectional Study by Saja Radhi G. Alanazi, Haneen Wadi H. Alanazi, Wasan Ghathwan Alanazi, Nawal Surhuj Q. Alanazi, Dareen Owaid B. Alenezi, Maisa Al-Sweilem, Maram Hassan Alqattan, Iftikhar Lafi N. Alanazi, Jumanah Mohammed Tirksstani, Reem Saeed AlSarhan, Saleh Ghulaysi, Hanan A. Elgendy, Manal S. Fawzy

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Efficiently constructing complete genomes with CycloneSEQ to fill gaps in bacterial draft assemblies by Hewei Liang, Yuanqiang Zou, Mengmeng Wang, Tongyuan Hu, Haoyu Wang, Wenxin He, Yanmei Ju, Ruijin Guo, Junyi Chen, Fei Guo, Tao Zeng, Yuliang Dong, Yuning Zhang, Bo Wang, Chuanyu Liu, Xin Jin, Wenwei Zhang, Xun Xu, Liang Xiao

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Evapotranspiration Partitioning in Selected Subtropical Fruit Tree Orchards Based on Sentinel 2 Data Using a Light Gradient-Boosting Machine (LightGBM) Learning Model in Malelane,... by Prince Dangare, Zama E. Mashimbye, Paul J. R. Cronje, Joseph N. Masanganise, Shaeden Gokool, Zanele Ntshidi, Vivek Naiken, Tendai Sawunyama, Sebinasi Dzikiti

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Determination of Total Flavonoids Contents and Antioxidant Activity of Ginkgo biloba Leaf by Near-Infrared Reflectance Method by Ling-jia Zhao, Wei Liu, Su-hui Xiong, Jie Tang, Zhao-huan Lou, Ming-xia Xie, Bo-hou Xia, Li-mei Lin, Duan-fang Liao

“…The coefficients of determination (R2) for TFC and total antioxidant activity prediction were 0.8863 and 0.8486, respectively; and the root mean square errors of prediction (RMSEP) were 2.203 mg/g and 0.2211 mM/g, respectively. …”
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Pedigree reconstruction based on genotype data in chickens by Yan Zhou, Qunpu Wang, Qiulian Wang, Yiyuan Yan, Guangqi Li, Guiqin Wu, Ning Yang, Chaoliang Wen

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A low-cost mitigation system for ammonia removal from broiler house exhaust air by Jingjing Luo, Jinsheng Rong, Shizhen Zhou, Haoliang Wang, Miao Li, Xiliang Yan, Yingbao Wu, Yan Wang

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Comparing effectiveness of conservative policy to craniofacial surgery in children with metopic synostosis: protocol for an observational cohort study on clinical outcomes, psychos... by Suzanne Polinder, Erwin Ista, Nicole Erler, Irene Mathijssen, Jolanda Okkerse, K Joosten, Natalja Bannink, Mariët Faasse, Sarah Lisa Versnel, Pauline Tio, Merel van Staalduinen, K Dulfer, Sjoukje Loudon, Marieke Telleman, Tareq Abdel-Alim, Gennady Roshchupkin, Stella Heemskerk, Marie-Lise van Veelen, Arianne van Driel, Jochem Spoor, Elin Weissbach, Jacoba Kats, Mieke Pleumeekers

“…In addition, following surgery, an overall tendency to have worse cognitive and behavioral outcomes and more refractive errors compared to healthy peers is observed. Research on conservative (non-surgical) treatment in metopic synostosis is limited and lacks a comparative design. …”
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