Plant photosynthesis in basil (C3) and maize (C4) under different light conditions as basis of an AI-based model for PAM fluorescence/gas-exchange correlation by Isabell Pappert, Stefan Klir, Luca Jokic, Celine Ühlein, Khanh Tran Quoc, Ralf Kaldenhoff

“…XGBoost, a gradient-boosted decision tree algorithm, efficiently captures nonlinear interactions between physiological and environmental parameters. …”
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Prediction of matrilineal specific patatin-like protein governing in-vivo maternal haploid induction in maize using support vector machine and di-peptide composition by Suman Dutta, Rajkumar U. Zunjare, Anirban Sil, Dwijesh Chandra Mishra, Alka Arora, Nisrita Gain, Gulab Chand, Rashmi Chhabra, Vignesh Muthusamy, Firoz Hossain

“…Here, we aimed to optimize a machine learning-based algorithm to predict the patatin-like phospholipase activity of unknown proteins. …”
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Explainable Feature Engineering for Multi-class Money Laundering Classification by Petre-Cornel GRIGORESCU, Antoaneta AMZA

“…This paper provides insight into typical money laundering typologies used in the financial crime domain and provides a concrete set of methods through the use of which fraudulent transactions may be classified using traditional machine learning algorithms and proving the efficacy of tree-based models in not only predictive power, but also explainability and ease of interpretation of results.…”
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Diagnosis and peculiarities of the treatment of pacemaker-mediated tachycardia by О.І. Семенюк, М.С. Сороківський, У.П. Черняга-Ройко, О.Й. Жарінов

“…To prevent the occurrence of PMT, it is necessary to be familiar with the antitachycardia algorithms of various pacemaker models. It is primarily recommended to always activate the algorithms for automatic detection and elimination of PMT, which is usually sufficient for the proper functioning of the device. …”
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Diagnosis experience of traction engines of locomotives by Ngoulou-A-Ndzeli, V. Yu. Tetter, V. G. Shakhov

“…Authors propose a method and algorithms for the rapid diagnosis of locomotives traction engines based on duplication of main frequency channel by additional wavelet analysis and decision — making on the methodology of fuzzy logic. …”
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Role of the Deltoid Ligament in Ankle Fractures: A Review of Function Diagnosis and Management by Patrick J Tansey, Kevin O'Mary, Jie Chen, Vinod K Panchbhavi

“…Clinical significance: Certain high-energy patterns may benefit from repair. An algorithmic approach to intraoperative stress examinations can aid in identifying incompetent structures.…”
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Hypothesis: the generation of T cells directed against neoepitopes employing immune-mediating agents other than neoepitope vaccines by Renee N Donahue, Jeffrey Schlom, James L Gulley, James W Hodge, Claudia Palena, Duane H Hamilton, Sofia R Gameiro

“…We hypothesize that in some circumstances the use of rationally designed combinations of “off-the-shelf” agents may prove an additional path to enable the patient to produce his/her own “neoepitope vaccine” in situ. …”
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Copy number variation in familial Parkinson disease. by Nathan Pankratz, Alexandra Dumitriu, Kurt N Hetrick, Mei Sun, Jeanne C Latourelle, Jemma B Wilk, Cheryl Halter, Kimberly F Doheny, James F Gusella, William C Nichols, Richard H Myers, Tatiana Foroud, Anita L DeStefano, PSG-PROGENI and GenePD Investigators, Coordinators and Molecular Genetic Laboratories

“…The USP32 locus contains many SNPs with low minor allele frequency leading to a loss of heterozygosity that may have been spuriously interpreted by the CNV calling algorithms as support for a deletion. …”
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Distributed Statistical Analyses: A Scoping Review and Examples of Operational Frameworks Adapted to Health Analytics by Félix Camirand Lemyre, Simon Lévesque, Marie-Pier Domingue, Klaus Herrmann, Jean-François Ethier

“…Although distributed algorithms offer alternatives, they may not always be suitable for health frameworks. …”
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Graph neural processes for molecules: an evaluation on docking scores and strategies to improve generalization by Miguel García-Ortegón, Srijit Seal, Carl Rasmussen, Andreas Bender, Sergio Bacallado

“…While these homogeneous datasets are useful for benchmarking, they may not be representative of realistic transfer learning. …”
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Investigating the Dynamic Change and Driving Force of Isolated Marsh Wetland in Sanjiang Plain, Northeast China by Shuangwei Zhang, Jiping Liu, Yanhui Chen, Wenhan Pei, Lihui Xuan, Yingpu Wang

“…Through field surveys, combined with visual interpretation and the Random Forest Algorithm, the distributional changes in isolated marsh wetlands, non-isolated marsh wetlands, and natural marsh wetlands in the Sanjiang Plain from 1975 to 2020 were identified and extracted. …”
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Travel Patterns Analysis Using Tensor-Based Model from Large-Scale License Plate Recognition Data by Zhaoxin Liu, Xiaolu Wang, Yufeng Bi, Jun Kong, Run Xu, Yuanpei Chen, Jinjun Tang

“…Firstly, we apply clustering algorithms and the principal component analysis method to extract main feature variables, which can achieve the purpose of dimensionality reduction and eliminate the complex collinearity among variables. …”
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Hierarchical Classification of Variable Stars Using Deep Convolutional Neural Networks by Mahdi Abdollahi, Nooshin Torabi, Sadegh Raeisi, Sohrab Rahvar

“…There have been many attempts to classify variable stars by traditional algorithms like Random Forest. In recent years, neural networks as classifiers have come to notice because of their lower computational cost compared to traditional algorithms. …”
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Types of Road Traffic Accidents and Emergency Medical Care by Basri Lenjani, Agron Dogjani, Luljeta Abdullahu, Arlind Zeqiri, Dardan Lenjani, Bujar Imeri

“…Targeted approaches to improving the care of the injured victims may improve outcomes. Thus, the clinician should consider the clinical presentation of RTA and give due attention to the identified contributing factors in managing it. …”
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How Recent Findings in Electromyographic Analysis and Synergistic Control Can Impact on New Directions for Muscle Synergy Assessment in Sports by Alessandro Scano, Valentina Lanzani, Cristina Brambilla

“…However, recent advancements in synergistic models may strongly impact the understanding of motor control in sports. …”
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Point Cloud Data Mining With HD Map Priors for Making Synthetic Forest Datasets by Kasparas Karlauskas, Julius Gelsvartas, Povilas Treigys

“…In forest point clouds, determining the locations and extents of individual trees, such as individual tree segmentation, may lend itself to forest inventory management and hazard prevention applications. …”
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A Simple and Efficient Way to Save Energy in Multihop Wireless Networks with Flow Aggregation by Alexandre Laube, Dominique Quadri, Steven Martin, Khaldoun Al Agha

“…In multihop wireless networks, the main objective in that regard is usually to maximize the lifetime of the network by distributing the load over all nodes. …”
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Linking Isotopes and Panmixia: High Within-Colony Variation in Feather δ2H, δ13C, and δ15N across the Range of the American White Pelican. by Matthew W Reudink, Christopher J Kyle, Ann E McKellar, Christopher M Somers, Robyn L F Reudink, T Kurt Kyser, Samantha E Franks, Joseph J Nocera

“…Complete panmixia across the entire range of a species is a relatively rare phenomenon; however, this pattern may be found in species that have limited philopatry and frequent dispersal. …”
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Anomaly detection with grid sentinel framework for electric vehicle charging stations in a smart grid environment by V. Thiruppathy Kesavan, Md. Jakir Hossen, R. Gopi, Emerson Raja Joseph

“…The key issues are the lack of continuous monitoring and incident response, difficulty linking smart grid systems with EV charging stations, and security gaps that may not address particular vulnerabilities. Modern security measures are needed to protect the grid from those attacks, which may cause significant disruptions. …”
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Towards an automatized and objective assessment of data from visual inspections of building envelopes by Jan Mandinec, Pär Johansson

“…The first part provides a literature review describing how an autonomous UAV survey of a building envelope may be planned and what computer vision techniques may be used for automatic damage recognition and classification. …”
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