Class Weighting Approach For Handling Imbalanced Data On Forest Fire Classification Using EfficientNet-B1 by Arvinanto Bahtiar, Muhammad Ihsan Prawira Hutomo, Agung Widiyanto, Siti Khomsah

“…The results showed that employing the class weighting method achieved an accuracy of 90%. …”
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Numerical Simulation for a Three-Dimensional Air Pollution Measurement Model in a Heavy Traffic Area under the Bangkok Sky Train Platform by Kewalee Suebyat, Nopparat Pochai

“…The finite difference techniques are employed to approximate the modelled solutions. The vehicle air pollutant emission due to the high traffic volume is mathematically assumed by the pollutant sources term. …”
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Mining the Prognostic Value of HNRNPAB and Its Function in Breast Carcinoma by Yun Cao, Wei Zhang, Yi-Ting Jin, Qiang Zou

“…Taken together, this study provides the initial evidence that HNRNPAB may be employed as an innovative therapeutic target as well as a prognostic biomarker in BC patients.…”
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Application of Hydrophilic Interaction Liquid Chromatography for the Quantification of Flavonoids in Genista tinctoria Extract by Aleksandra Sentkowska, Magdalena Biesaga, Krystyna Pyrzynska

“…Hydrophilic interaction chromatography (HILIC) was employed to investigate chromatographic behavior of selected flavonoids from their different subgroups differing in polarity. …”
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The Hovering Stability of the Egretta Tail-Sitter VTOL UAV by Hao Wang, Shanfei Su, Xizhi Qiu, Yu Liang, Peng Yu, Xiaowen Shan

“…In this paper, simulation modeling and flight test were employed to investigate the hovering stability of a tail-sitter UAV named Egretta. …”
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CECILIA Regional Climate Simulations for Future Climate: Analysis of Climate Change Signal by Michal Belda, Petr Skalák, Aleš Farda, Tomáš Halenka, Michel Déqué, Gabriella Csima, Judit Bartholy, Csaba Torma, Constanta Boroneant, Mihaela Caian, Valery Spiridonov

“…Models RegCM and ALADIN-Climate were employed in downscaling global simulations from ECHAM5 and ARPEGE-CLIMAT under IPCC A1B emission scenario in periods 2021–2050 and 2071–2100. …”
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A dimension-enhanced residual multi-scale attention framework for identifying anomalous waveforms of fault recorders by Lixin Jia, Lihang Feng, Dong Wang, Jiapeng Jiang, Guannan Wang, Jiantao Shi

“…This framework first employs the Phase Adaptive Adjustment (PAA) method to address the phase offset problem of original recording data, then uses the Gramian Angle Field method to perform dimensionality expansion on the data processed by PAA, and finally utilizes the Residual Pyramid Squeeze Attention Network (ResPSANet) for identifying power disturbance abnormal waveforms. …”
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Environment Uncertainty, Earnings Volatility and Their Role in Financial Statement Fraud? by Lin Oktris, Agustin Fadjarenie, Apollo Daito, Zuha Rosufila Bt Abu Hasan

“…The research utilises observational data from 902 instances across 188 manufacturing companies from 2019 to 2023, employing multiple regression analysis to test the relationships between variables. …”
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ESTIMATING PRIVATE FINANCIAL RETURN ON INVESTMENT IN EDUCATION IN TANGAIL CITY: A MINCERIAN MODEL ANALYSIS by Kazi Tabassum, Muhammad Rabiul Islam Liton

“…To pursue the study, the required data from 100 respondents from the study area were collected. The study employed the Mincerian Model for estimating the rate of private financial return on investments in 1 year education in Tangail City. …”
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River Flow Estimation from Upstream Flow Records Using Support Vector Machines by Halil Karahan, Serdar Iplikci, Mutlu Yasar, Gurhan Gurarslan

“…A novel architecture for flood routing model has been proposed and its efficiency is validated on several problems by employing support vector machines. The architecture is designed by including the inputs and observed and calculated outflows from the previous time step output. …”
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Differential quantity of key bioactive compounds and their antioxidative potential in novel apple genotypes: A correlative study for potential therapeutics by Syed Mudassir Jeelani, Salwee Yasmin, Ashiq Hussain Lone, Javid Iqbal Mir, Mohammad Irfan, Vishal Dinkar, Wasim Hassan Raja, Sajad Un Nabi, Mahendra Kumar Verma, Geetika Malik, Om Chand Sharma

“…Using the HPLC method, the bioactive compounds of these apples were investigated, and their contribution to free radical scavenging activity by employing DPPH assay. HPLC analyses displayed concentration of bioactive compounds varies significantly among these genotypes with catechins, epicatechins, quercetin, and rutin were the key bioactive compounds. …”
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Development and accelerated shelf-life assessment of coconut squash: A comprehensive evaluation of physicochemical, antioxidant, and sensory attributes by Sara Shahbaz, Iahtisham-Ul-Haq, Nirmeen Nadeem, Mahnoor Siddiqui, Robert Mugabi, Aanchal Sharma, Tawfiq Alsulami, Gulzar Ahmad Nayik

“…The Q10 method, using acid value as a spoilage factor and temperature as an acceleration factor, was employed for shelf-life prediction. Physicochemical and antioxidant properties were monitored, revealing decreases in pH, total sugars, total phytochemicals, and antioxidant activity, alongside increases in acidity, TSS, and FFA during storage. …”
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Microwave Synthesis, Characterization, and Antimicrobial Activity of Some Novel Isatin Derivatives by Ayman El-Faham, Wael N. Hozzein, Mohammad A. M. Wadaan, Sherine N. Khattab, Hazem A. Ghabbour, Hoong-Kun Fun, Mohammed Rafiq Siddiqui

“…Three series of isatin derivatives [3-hydrazino, 3-thiosemicarbazino, and 3-imino carboxylic acid derivatives] were synthesized employing microwave irradiation. The prepared compounds were characterized by FT-IR, NMR, elemental analysis, and X-ray crystallography for derivatives 5b. …”
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Development of digital competencies towards improving performance of ministry of agrarian and spatial planning: insight from Indonesia by Heri Mulianto, Mohammad Syamsul Maarif, Nimmi Zulbainarni, Nur Hasanah

“…Purposive sampling was employed to gather data using online questionnaires. …”
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Maximizing Output Power of a Solar Panel via Combination of Sun Tracking and Maximum Power Point Tracking by Fuzzy Controllers by Mohsen Taherbaneh, A. H. Rezaie, H. Ghafoorifard, K. Rahimi, M. B. Menhaj

“…A DC-DC converter is employed to track the solar panel maximum power point. …”
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Experimental Study on the Dynamic Mechanical Properties of Large-Diameter Mortar and Concrete Subjected to Cyclic Impact by Bi Sun, Yang Ping, Zhende Zhu, Zhijian Jiang, Nan Wu

“…In order to explore the dynamic characteristics of filling materials in rock burst roadways, we employ the split Hopkinson pressure bar (SHPB) test to analyze the dynamic mechanical response of mortar and concrete under cyclical impact. …”
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Substrate Integrated Waveguide on Glass with Vacuum-Filled Tin Through Glass Vias for Millimeter-Wave Applications by Seung-Han Chung, Ho-Sun Yeom, Che-Heung Kim, Yong-Kweon Kim, Seung-Ki Lee, Chang-Wook Baek, Jae-Hyoung Park

“…The fabrication process employs a custom-designed vacuum suctioning system to rapidly fill precise TGV holes in the glass substrate, which are formed by wafer-level glass reflow micromachining techniques with molten tin in a minute. …”
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Using Connected Vehicle Trajectory Data to Evaluate the Effects of Speeding by Jorge Ugan, Mohamed Abdel-Aty, Zubayer Islam

“…Most studies rely on detector speed data, lacking route insights. This research employs connected vehicle trajectory data to analyze driver paths and variables, predicting speeding levels with various learning models. …”
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Usage of Artificial Intelligence and Remote Sensing as Efficient Devices to Increase Agricultural System Yields by Karim Ennouri, Slim Smaoui, Yaakoub Gharbi, Manel Cheffi, Olfa Ben Braiek, Monia Ennouri, Mohamed Ali Triki

“…This paper includes the techniques employed for the analysis of collected information in order to enhance the productivity, forecast eventual threats, and reduce the task load on cultivators.…”
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Efficient Option Pricing in Crisis Based on Dynamic Elasticity of Variance Model by Congyin Fan, Kaili Xiang, Peimin Chen

“…In addition, Kalman filtering method is employed to estimate the volatility term of our model. …”
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