CIMA: A Novel Classification-Integrated Moving Average Model for Smart Lighting Intelligent Control Based on Human Presence by Aji Gautama Putrada, Maman Abdurohman, Doan Perdana, Hilal Hudan Nuha

“…Several classification models are proposed and compared, namely, k-nearest neighbor (KNN), support vector machine (SVM), decision tree (DT), näive Bayes (NB), and ensemble voting (EV). …”
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The First Report of Tomato Yellow Leaf Curl Virus (TYLCV) Occurrence in Tomato Greenhouses of Lorestan Province by Farzaneh Rostami, Samira Pakbaz, Mostafa Darvishnia

“…These results were identical to what was seen in the drawn phylogeny tree using Mega11. This was the first report of widespread occurrence of TYLCV in tomato greenhouses of Lorestan province.…”
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The effect of phytohormones and light on the germination of apple pollen with reduced viability by A. V. Pavlov, V. G. Verzhuk, D. D. Bondaruk

“…Pollen viability of the apple-tree cultivar ‘Krasnolistnaya’ was measured by germinating it on an artificial nutrient medium containing 10% sucrose solution and 0.8% agar. …”
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Estimation of Changes in Mechanical and Color Properties from the Weight Loss Data of “Shine Muscat” Fruit during Storage by Takashi Watanabe, Nobutaka Nakamura, Nobuyoshi Ota, Takeo Shiina

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A Multi-Faceted Approach to Trending Topic Attack Detection Using Semantic Similarity and Large-Scale Datasets by Insaf Kraidia, Afifa Ghenai, Samir Brahim Belhaouari

“…Five machine learning models—Random Forest, Decision Tree, K-Neighbors, Gradient Boosting, and XGBoost—were tested, with results benchmarked against nine baseline methods across different linguistic datasets and learning scenarios. …”
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Digital Media Hotspot Mining Algorithm Implementation with Complex Systems in the Mobile Internet Environment by Yufeng Jia, Sang-Bing Tsai

“…The algorithm uses the PAT-Tree technique to extract high-frequency core words in topic hotspots and maps the high-frequency words into sentences to generate a part of event core sentences. …”
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Combining and congruence evaluation of phylogenetic signals from different genes based on geometric approach by V. M. Efimov, V. Yu. Kovaleva, Yu. N. Litvinov

“…In addition, the joint matrix of interspecies distances is used for building a phylogenetic tree which is consistent with the zoological systematics accepted for today. …”
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Integrated metabolomics and transcriptomics reveal the role of calcium sugar alcohol in the regulation of phenolic acid biosynthesis in Torreya grandis nuts by Qiandan Xie, Zhengchu Jiang, Chenliang Yu, Qi Wang, Wensheng Dai, Jiasheng Wu, Weiwu Yu

“…Abstract Background Torreya grandis, a prominent tree species of the autochthonous subtropical region of China, possesses a drupe-like fruit containing a nut that is rich in nutrients and bioactive compounds. …”
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Diagnosis of the mechanisms of different types of discordances between phylogenies inferred from nuclear and mitochondrial markers by A. A. Poroshina, D. Y. Sherbakov, T. E. Peretolchina

“…We propose and justify a set of criteria for detecting how two evolutionary trees may differ, with a special focus on comparing a tree inferred from nuclear DNA to one from mitochondrial DNA. …”
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Diversity of aphids and their natural enemies in forest areas of northwestern Algeria, with a new record of Myzocallis schreiberi by Amine Akrich, Kada Righi, Fatiha Assia Righi, Abdelwahab Chedad, George Japoshivli

“…Abstract Background Aphids are piercing-sucking insects that can cause many problems for plants in different environments, such as the trees and shrubs of forest ecosystems. However, aphids are an important part of the food chain. …”
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A Health Economic Analysis Exploring the Cost Consequence of Using a Surgical Site Infection Prevention Bundle for Hip and Knee Arthroplasty in Germany by Rhodri Saunders, Rafael Torrejon Torres, Henning Reuter, Scott Gibson

“…The perioperative process was modeled using a decision tree, and postoperative recovery and potential SSI evaluated using a Markov model. …”
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Evaluation of Hybrid Soft Computing Model’s Performance in Estimating Wave Height by Tzu-Chia Chen, Zryan Najat Rashid, Biju Theruvil Sayed, Arif Sari, Ahmed Kateb Jumaah Al-Nussairi, Majid Samiee-Zenoozian, Mehrdad Shokatian-Beiragh

“…This study evaluates the wave height at Sri-Lanka Hambantota Port using soft computing models such as Artificial Neural Networks (ANNs) and the M5 model tree (M5MT). In order to overcome its nonstationarity, the primary wave height time series were divided into subtime series using the wavelet transform. …”
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Bioactive Molecules, Ethnomedicinal Uses, Toxicology, and Pharmacology of <i>Peltophorum africanum</i> Sond (Fabaceae): Systematic Review by Nkoana I. Mongalo, Maropeng V. Raletsena

“…A significant underappreciated medicinal tree, <i>Peltophorum africanum</i> Sond is utilized by many different ethnic groups to cure a wide range of illnesses. …”
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IDMPF: intelligent diabetes mellitus prediction framework using machine learning by Leila Ismail, Huned Materwala

“…The authors implement and evaluate the decision tree (DT)-based random forest (RF) and support vector machine (SVM) learning models for diabetes prediction as the mostly used approaches in the literature using our framework. …”
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An Enhanced Deep Neural Network for Predicting Workplace Absenteeism by Syed Atif Ali Shah, Irfan Uddin, Furqan Aziz, Shafiq Ahmad, Mahmoud Ahmad Al-Khasawneh, Mohamed Sharaf

“…The efficacy of the proposed method is tested with traditional machine learning techniques, and the results indicate 90.6% performance in Deep Neural Network as compared to 73.3% performance in a single-layer Neural Network and 82% performance in Decision Tree, SVM, and Random Forest. The proposed model will provide a useful mechanism to organizations that are interested to know the behavior of employees at the time of hiring and can reduce the cost of paying to inefficient or habitually absent employees. …”
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Evaluation on Genotoxicity and Teratogenicity of Aqueous Extract from Cyclocarya paliurus Leaves by Lihong Deng, Jiandu Lei, Jing He, Jing Liu, Luying Wang, Rui Zhang, Xinhua Liu, Yun Liu

“…Iljinsk (family Cyclocaryaceae), called sweet tea tree, is a well-known edible and medicinal plant, which has been widely used in China as drug formulation for the treatment of hypertension and diabetes. …”
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Biodiversity and Structural Analysis of Woody Plant Species of Home Gardens in Basona Worana District, North Shoa Zone of Central Ethiopia by Almaz Woldeyohannes, Admasu Moges

“…For their structural analysis, the diameter at breast height (DBH) and height were also measured for trees and shrubs fulfilling the standards (diameters at breast height (DBH) ≥2.5 cm and height >2 m). …”
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Ethnographic Study of Perspective and Attitude of Breastfeeding Mothers Towards the use of Elaeis Guineensis Sap As Galactagogue Among Igbo Women of Southeastern Nigeria by Okamkpa Jude Chikezie, Anibeze Ikechukwu Chike, Ozor Ikemefuna Ignatius, Ikenna Kingsely Ndu, Uchenna Anthony Umeh

“… OBJECTIVE: As an age-old traditional practice, nursing mothers from southeastern Nigeria use the Elaeis guineensis sap (from the oil palm tree also referred to as palm wine) to induce and sustain lactation a few hours after delivery. …”
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Variation in Illipe Nut's Fat Yield of Tengkawang-producing Shorea from Several Provenances and Land Races by Budi Leksono, Lukman Hakim

“…Both species-provenance combinations are recommended as genetic material to be developed in the program of ex-situ conservation as well as tree improvement program for the establishment of best seed sources in the same environment condition as the respected provenances.…”
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Digital Diagnostics: The Potential of Large Language Models in Recognizing Symptoms of Common Illnesses by Gaurav Kumar Gupta, Aditi Singh, Sijo Valayakkad Manikandan, Abul Ehtesham

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