Method to adjust Institute of Transportation Engineers vehicle trip-generation estimates in smart-growth areas by Robert James Schneider, Kevan Shafizadeh, Susan L Handy

“…This paper describes a practical method of adjusting existing Institute of Transportation Engineers (ITE) estimates to produce more accurate estimates of motor-vehicle trip-generation at developments in smart-growth areas. …”
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Fault classification method for on-board equipment of metro train control system based on BERT-CNN by XU Qian, ZHANG Lei, OU Dongxiu, HE Yunpeng

“…According to the experimental results conducted by the dataset from an on-board signaling department, the proposed method has the best classification performance among models of BERT-CNN, single BERT and word to vector - CNN (word2vec-CNN) using cross-entropy loss function, and it is also better to correctly classify categories with few samples and contributes to the development of a more comprehensive library of fault cases for intelligent operation and maintenance.…”
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Fine classification of crops based on an inductive transfer learning method with compact polarimetric SAR images by Xianyu Guo, Junjun Yin, Jian Yang

“…Therefore, in this study, transfer learning is introduced to crop classification to ensure classification accuracy by improving reusability of training samples. A stable and robust inductive transfer learning method, i.e. the Transfer Bagging-based Ensemble Learning (TBEL) algorithm, is proposed. …”
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OXITEST as a Screening Method to Evaluate Antioxidant Agents: A Study of Oxidative Stability of Fishmeal by Miguel Albrecht-Ruiz, Jordan Vito-Villa, Pedro Cueva Martínez, Alberto Salas-Maldonado

“…Initial results demonstrated oxygen consumption in FM samples, although the inflection point (IP) was not detected. …”
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An Ensemble Classification Method Based on a Stacking Strategy for Ship Type Classification with AIS Data by Lei Deng, Shichen Yang, Limin Jia, Danyang Geng

“…We apply the SMOTE technique to balance the dataset by generating minority class samples. Then, a more comprehensive ship behavior model is developed by combining static and dynamic features. …”
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Detection method of slight bruises of apples based on hyperspectral imaging and RELIEF-extreme learning machine by ZHANG Meng, LI Guanghui

“…The results showed that the recognition accuracy of ELM model for the test set based on the full wavebands was 94.44%, and the accuracy of the Re-ELM model based on the characteristic wavebands was 96.67%, and the accuracy of the Re-SVM and Re-K mean models for the characteristic wavebands were 92.22% and 91.67%, respectively, which demonstrated that the Re-ELM was a more effective method for the bruise apple classification. …”
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Challenges and Benefits of Blended Learning in University EFL Reading Comprehension: A Mixed-Method Study by Dagnachew Tsegaye, Girma Gezahegn

“…The study could also become more thorough and broadly applicable to other Ethiopian universities by increasing the sample size and extending the intervention period.…”
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Risk of initiation in systematic drug use by adolescents. Arroyo Naranjo, 2018 by Justo Reinaldo Fabelo Roche, Yenisel Inerarity Moreno, Serguei Iglesias Moré

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Quantitative analysis method for isoeugenol in fishery products using gas chromatography–tandem mass spectrometry by Ye-Bin Jang, Yeong-Ju Jo, Mi-ok Kim, Gui-Hyun Jang

“…The sample preparation method was achieved by acetonitrile extraction and clean-up through d-SPE (Dispersive-Solid Phase Extraction, 150 mg of MgSO4, 25 mg of Primary Secondary Amine (PSA), 25 mg of C18). …”
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Metro Shield Machine Attitude Prediction Method Integrating Excavation Index and Support Vector Regression by ZHANG Zhen, LIANG Jie, ZHANG Yulong, CHEN Tie, LIU Gang

“…The shield machine attitude prediction model is established using support vector regression method, which has advantages in small sample learning. …”
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Development of a simple and quick immunochromatography method for detection of anti-HPV-16/-18 antibodies. by Fumiko Endo, Tsutomu Tabata, Daichi Sadato, Machiko Kawamura, Noriyuki Ando, Keisuke Oboki, Masako Ukaji, Kaoru Kobayashi, Yukuharu Kobayashi, Tomoaki Ikeda, Futoshi Shibasaki

“…We next measured the samples in both groups using the IC method we originally developed, and found that the measurement values of IC highly correlated with those of MB-ELISA. …”
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An intelligent prediction method of gas concentration in coal mines based onimproved TCN-TimeGAN by Qingsong HU, Shuo ZHENG, Shiyin LI, Yanjing SUN

“…The gas concentration data has the characteristics of small sample size and time dependence, and traditional machine learning methods are not effective. …”
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New Method of Impact Localization on Plate-like Structures Using Deep Learning and Wavelet Transform by Asaad Migot, Ahmed Saaudi, Victor Giurgiutiu

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Measurement of bilirubin in cerebrospinal fluid using the oxidase method on automated chemistry system advia XPT by Ida Branzell, Gabriella Lillsunde Larsson, Dieter Samyn, Paul Pettersson-Pablo

“…Method performance at low concentrations were evaluated using diluted control material and patient plasma and CSF samples. …”
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Preparation of Nano Titanium Dioxide Using the Sol-Gel Method to Use in Friendly Environment Coatings by Abeer Abd Saleh, Quraish Abbas, Seenaa Ibraheim, Ibrahim Muhammed, Mayes Sameer Hameed, Rukiya Abd Alsahb Lafta, Sarah Gameel Dawood, Ban Mazan

“… In this research, preparation of titanium dioxide nanomaterial (TiO2) using sol-gel method was achieved. 2.5 g weight of the titanium dioxide nanoparticles were added to the local paint using the casting method. …”
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ANALYSING THE POSIBILITY OF FUEL FILTER ELEMENTS OPERATING EFFECTIVINESS EVALUATION WITH X-RAY FLUORESCENSE METHOD by M. L. Nemchikov, A. N. Kozlov, K. I. Gryadunov, A. M. Meleshnikov

“…The publication aims to draw the attention of operators and regulatory authorities to the possibility of using the proposed method to provide a more reliable way of flight safety in civil aviation and to expand the university cooperation with the industry within dealing with this problem.…”
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Risk factors of mandibular angle fractures based on digital reduction method: a retrospective analysis by Dilek ŞAHAR, Aydın Onur GERÇEK, Nuray BAYRAKÇI

“…Statistical analysis was performed using Mann–Whitney U, chi-square, Fisher’s exact, and independent samples t tests, with a significance level of p < 0.05. …”
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Vehicle Trajectory Reconstruction Method for Urban Arterial Roads Based on Multi-Source Data Fusion by Zhanhang Shi, Dong Guo, Lili Bian, Yvbin Liu, Bin Zhou, Feng Sun

“…Notably, PV penetration has a more significant impact on model accuracy. These findings confirm the robustness and effectiveness of the proposed method in complex traffic scenarios, providing critical technical support for refined urban traffic management and optimized decision-making.…”
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Prevalence of Toxoplasma gondii in retail venison in Montreal detected using a nested PCR method by Chi Zhao, Mengyu Zhang, Jiaxuan Lan, Xiaoqi Mi, Xiaonan Lu, Qian Liu

“…This study assessed the prevalence of T. gondii in 168 fresh venison samples collected in Montreal in 2024. The sensitivity of conventional PCR and nested PCR methods for detecting the RE-529 fragment was compared. …”
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A New Method for Automatic Glacier Extraction by Building Decision Trees Based on Pixel Statistics by Xiao Liu, Hongyi Cheng, Jiang Liu, Xianbao Su, Yuchen Wang, Bin Qiao, Yipeng Wang, Nai’ang Wang

“…In comparison with the commonly used indices, this method demonstrates an improvement in Cohen’s kappa coefficient by more than 3.8%. …”
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