Machine Learning Optimization and Challenges in Used Car Price Prediction by Zheng Yufan

“…To begin with, models like XGBoost and Random Forest excel at processing large-scale data and identifying complex feature patterns, thanks to their ability to use an ensemble of decision trees to reduce bias and variance. However, these models struggle to accurately capture the unique characteristics of luxury vehicles, such as brand reputation, rarity, and personalized configurations. …”
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Perception of Preschool Children about Environmental Pollution by Meltem Duran

“…When asked about the prevention of environmental pollution, the younger age groups generally stated as "we should throw the garbage into the trashcan", and the group of 6-year-olds stated as "we should not cut the trees". In terms of information sources, the 3-year-old group usually stated their mother, while the groups of 4, 5, and 6-year-olds stated both their mothers and fathers. …”
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Diabetes Prediction Through Linkage of Causal Discovery and Inference Model with Machine Learning Models by Mi Jin Noh, Yang Sok Kim

“…<b>Methods</b>: Kaggle’s dataset from the National Institute of Diabetes and Digestive and Kidney Diseases was analyzed using logistic regression, deep learning, gradient boosting, and decision trees. Causal discovery techniques, such as LiNGAM, were employed to infer relationships between variables. …”
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Red and black mason wasp, Pachodynerus erynnis (Lepeletier) by Kelly Laplante, Wayne Hobbs, Adam Dale

“…As with other closely related wasps, Pachodynerus erynnis does not form a communal hive, but builds solitary nests in holes or crevices of trees or man-made structures, as well as abandoned nests created by other cavity-nesting bees and wasps. …”
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IMPACT OF CIRCULAR ECONOMY INDICATORS ON RESOURCE PRODUCTIVITY IN EU COUNTRIES by Daniela Rybárová, Helena Majdúchová

“…Additionally, the CART (Classification and Regression Trees) method was used to segment countries into groups, with radar charts employed for visual comparison of strengths and weaknesses. …”

Integrating representation learning, permutation, and optimization to detect lineage-related gene expression patterns by Hannah M. Schlüter, Caroline Uhler

“…Abstract Recent barcoding technologies allow reconstructing lineage trees while capturing paired single-cell RNA-sequencing (scRNA-seq) data. …”
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Red and black mason wasp, Pachodynerus erynnis (Lepeletier) by Kelly Laplante, Wayne Hobbs, Adam Dale

“…As with other closely related wasps, Pachodynerus erynnis does not form a communal hive, but builds solitary nests in holes or crevices of trees or man-made structures, as well as abandoned nests created by other cavity-nesting bees and wasps. …”
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MANAJEMEN SUNGAI KLAWING UNTUK KELESTARIAN IKAN SPESIES ASLI by Ayesha Hafizh Gunara, Siti Rukayah

“…Riparian vegetation in the upper reaches is still dominated by trees compared to the middle and downstream. Along the Klawing River, there are still many locations that have the potential for erosion. …”
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Palmeras utilizadas por los indígenas Yuracaré del Territorio Indígena Parque Nacional Isiboro-Sécure (Cochabamba, Bolivia) by Fabiola Montoya M., Mónica Moraes R.

“…The knowledge among men and women is similar; however the older people still own wisdom about uses of palm trees. The Yuracaré ethnic group lives depending on palm products and shows a close relationship with the surrounding forests where they are settled.…”
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Forest Tent Caterpillar, Malacosoma disstria Hübner (Insecta: Lepidoptera: Lasiocampidae) by James R. Meeker

“…The forest tent caterpillar has been recognized as an important defoliator of a wide variety of deciduous hardwood trees throughout its range for many years (Batzer and Morris 1978). …”
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Physical and chemical properties of three wild almond wood species grown in Zagros forests by Leila Fathi, Redžo Hasanagić, Yaghoob Iranmanesh, Mohammad Dahmardeh Ghalehno, Miha Humar, Mohsen Bahmani

“…Wild almond is a valuable wood species in the Zagros forests of Iran, but there is a lack of data on their wood properties. Three adult trees of each species were chosen, and samples were prepared from the breast height diameter to measure the focal properties. …”
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Automated mold defects classification in paintings: A comparison of machine learning and rule-based techniques. by Hilman Nordin, Bushroa Abdul Razak, Norrima Mokhtar, Mohd Fadzil Jamaludin, Adeel Mehmood

“…Subsequently, these regions are classified as mold defects using either morphological filtering or machine learning models such as Classification and Regression Trees (CART) and Linear Discriminant Analysis (LDA). …”
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Forest Tent Caterpillar, Malacosoma disstria Hübner (Insecta: Lepidoptera: Lasiocampidae) by James R. Meeker

“…The forest tent caterpillar has been recognized as an important defoliator of a wide variety of deciduous hardwood trees throughout its range for many years (Batzer and Morris 1978). …”
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Assessment of hydromorphological conditions of the river using the MQI method (Case study area: JAJROOD River) by Maryam Ilanloo, Amir Karam

“…These problems are caused by the cutting of trees in order to create human structures, harvesting sand, creating numerous promenades along the river's estuaries and changing the river pattern.…”
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Five New Species of Pezizales from Northeastern China by Zhengqing Chen, Tolgor Bau

“…Maximum likelihood and Bayesian analyses were performed using a combined nuc rDNA internal transcribed spacer region (ITS) and nuc 28S rDNA (nrLSU) dataset for the construction of phylogenetic trees. Morphological descriptions, line illustrations, and photographs of the ascocarps of these new species are provided, along with lists of the salient attributes exhibited by the species in the three genera under consideration.…”
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Enhancing Rehabilitation Assessment with Artificial Intelligence: A Comprehensive Investigation of Posture Quality Prediction Using Machine Learning by Zhang Wenxi

“…AI techniques, including Support Vector Machines (SVM), decision trees, random forests, Convolutional Neural Networks (CNN), and Recurrent Neural Networks (RNN), show great potential in improving the accuracy and personalization of rehabilitation assessment. …”
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Prediction Compressive Strength of Concrete Containing GGBFS using Random Forest Model by Hai-Van Thi Mai, Thuy-Anh Nguyen, Hai-Bang Ly, Van Quan Tran

“…The RF model is first evaluated to determine the best architecture, which constitutes 500 growth trees and leaf size of 1. In the next step, the evaluation of the model is conducted over 500 simulations considering the effect of random sampling. …”
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Securing cyber-physical robotic systems for enhanced data security and real-time threat mitigation by Akashdeep Bhardwaj, Salil Bharany, Ateeq Ur Rehman, Ghanshyam G. Tejani, Seada Hussen

“…In this research, a robust security framework based on attack trees has been introduced, strategically focusing on addressing critical exploitable vulnerabilities rather than attempting to cover all CPS devices comprehensively. …”
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Dendritic excitations govern back-propagation via a spike-rate accelerometer by Pojeong Park, J. David Wong-Campos, Daniel G. Itkis, Byung Hun Lee, Yitong Qi, Hunter C. Davis, Benjamin Antin, Amol Pasarkar, Jonathan B. Grimm, Sarah E. Plutkis, Katie L. Holland, Liam Paninski, Luke D. Lavis, Adam E. Cohen

“…We mapped sub-millisecond voltage dynamics throughout the dendritic trees of CA1 pyramidal neurons under diverse optogenetic and synaptic stimulus patterns, in acute brain slices. …”
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ANALYSIS OF POLYMORPHISM OF ORGANELLE DNA TO ELUCIDATE THE PHYLOGEOGRAPHY OF NORWAY SPRUCE IN THE EAST EUROPEAN PLAIN by E. K. Potokina, A. A. Kiseleva, M. A. Nikolaeva, S. A. Ivanov, P. S. Ulianich, A. F. Potokin

“…The Nad1 allele typical for P. obovata was found in spruces from the Sverdlovsk (Urals) and Krasnoyarsk (Siberia) oblasts. Among the trees analyzed, some had chloroplast DNA sequences (trnT-trnF) assigned to P. abies, others carried cpDNA haplotypes fixed for P. obovata. …”
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