Automated quantitative analysis of saccadic characteristics in patients with spontaneous and head-shaking nystagmus by DU Yi, LIU Xingjian, WANG Yu, XU Zhengyan, REN Lili, WU Ziming

“…The"Saccades All in One (v1.0)"software, developed in-house, was used to process the raw data from the video head impulse test (vHIT). …”
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w2v-SELD: A Sound Event Localization and Detection Framework for Self-Supervised Spatial Audio Pre-Training by Orlem Lima Dos Santos, Karen Rosero, Bruno Masiero, Roberto de Alencar Lotufo

“…This paper addresses this limitation by introducing the w2v-SELD architecture, a self-supervised model adapted from the wav2vec 2.0 framework to learn effective sound event representations directly from raw, unlabeled 3D audio data in ambisonics format. …”
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Pesticide Residue Detection in Broccoli Based on Hyperspectral Technology and Convolutional Neural Network by Dan WANG, Yuqing LUAN, Zuojun TAN, Wei WEI

“…A one-dimensional convolutional neural network (1D-CNN) model was established using raw spectral data, which achieved recognition accuracy of 94.29%, 95.71%, 94.29%, and 97.14% for high-efficiency cypermethrin, chlorpyrifos, imidacloprid, and water, all of which were higher than the SVM model. …”
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Genes Associated with the Accumulation of Proanthocyanidins in <i>Nelumbo nucifera</i> Gaertn by Wanyue Zhao, Lin Zhao, Shaoyuan Chen, Ruimin Nie, Yi Xu, Longqing Chen

“…Our transcriptome analysis was based on a total of 262.29 GB of raw data. We aligned the transcriptome data with the lotus genome and obtained an alignment efficiency that ranged from 91.74% to 96.44%. …”
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Improved food recognition using a refined ResNet50 architecture with improved fully connected layers by Pouya Bohlol, Soleiman Hosseinpour, Mahmoud Soltani Firouz

“…After preprocessing, a raw dataset was bulit that consisted of 12,000 images, expanded to 66,000 images through data augmentation. …”
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Assessment of Carbon Neutrality Performance of Buildings Using EPD-Certified Korean Construction Materials by Seongjo Wang, Sungho Tae

“…These factors often lead to inconsistent evaluation results across assessors and the fragmented management of carbon data at the project level. This study proposes the Zero Carbon Building Index (ZCBI), a quantitative assessment method that incorporates embodied carbon from raw material extraction, transportation, and manufacturing. …”
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Critical evaluation of the current role of SYSADOA in the management of osteoarthritis (literature review) by V.V. Cherniavskyi, A.E. Baylo, L.O. Onyshuk, V.V. Tishchenko

“…The quality of drugs largely depends on the type of raw materials and technological production process, which are not standardized now. …”
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Pilot study: a low-cost, point-of-care microfluidic chip for smartphone-integrated colorimetric detection using convolutional neural networks by Mithun Kanchan, Pedapudi Anantha Hari Arun, Siddhant Rakesh Chutke

“…The resulting coloured complex, formed by phenol and 4-aminoantipyrine in the presence of hydrogen peroxide generated during glucose oxidation, is captured at various glucose concentrations using a smartphone camera. Raw images are processed and utilized as input data for a 2-D convolutional neural network (CNN) deep learning classifier, demonstrating an impressive 97% overall accuracy against new images. …”
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Study on Strength Prediction and Material Scheme Optimization for Modified Red Mud Based on Artificial Neural Networks by Qiaoling Ji, Xiuru Jia, Yingjian Wang, Yu Cheng

“…In this study, a backpropagation (BP) neural network is adopted, and 114 sets of experimental data are used to train the parameters of the unconfined compressive strength prediction model. …”
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Enhanced Pilot Attention Monitoring: A Time-Frequency EEG Analysis Using CNN–LSTM Networks for Aviation Safety by Quynh Anh Nguyen, Nam Anh Dao, Long Nguyen

“…We propose a three-stage diagnostic framework that mirrors industrial condition monitoring approaches. First, raw EEG sensor signals undergo preprocessing into standardized one-second epochs. …”
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A hybrid LSTM-transformer model for accurate by Tianren Zhao, Yanhui Zhang, Minghao Wang, Wei Feng, Shengxian Cao, Gong Wang

“…Firstly, time-series samples are constructed from raw battery data, and physically consistent temperature-derived features—including average temperature, temperature range, and temperature fluctuation—are engineered. …”
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Recognition of Knee Osteoarthritis by 1D and 2D Convolutional Neural Networks Using Vibroarthrographic Signals by Jia-Jung Wang, Alok Kumar Sharma, Shing-Hong Liu, Wenxi Chen, Cheng-Yo Yen

“…VAG signals were recorded by deploying accelerometers at three key points on the knee joint, alongside knee movement data captured by an angle sensor. These signals were further processed, transforming them into time-domain features for 1D CNN and frequency-domain features for 2D CNN. …”
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Investigating resource productivity: the ecological potential of printed electronics as alternative to PCB by Marieke van Diemen, Jan Brusselaers, Corné Rentrop

“…Performance is evaluated by gathering data from existing literature, expert consultancy and own calculations on production data and product weight. …”
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Small and Medium Enterprises Performance and Job Creation in Kabale Municipality. by Ruth, Namara

“…A sample of 208 respondents was used, data was collected using questionnaire directed to the owners of SMEs in Kabale Municipality. …”
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OCCUPATIONAL INJURIES AND ILLNESSES IN RUBBER FACTORY: PROFILE, POTENTIAL HAZARDS AND POSSIBLE PREVENTION by Tri Hari Irfani

“…In bale process, the workers need to cut raw rubber into bale in bale cutting. …”
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Modeling and Optimization of Carbon Dioxide Absorption in Deep Eutectic Solvent by Hiba K. Nasif, Ahmed Daham Wiheeb

“…Furthermore, CO2 absorption loading was computed according to the experimental data; the optimal process parameters to achieve the maximum CO2 absorption loading at 8.647 mole CO2/kg solvent at a molar ratio of ChCl to MEA 0.1, an inlet CO2 concentration of 20% and an operating temperature of 32°C …”
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Design of an improved model using federated learning and LSTM autoencoders for secure and transparent blockchain network transactions by R. Vijay Anand, G. Magesh, I. Alagiri, Madala Guru Brahmam, Balamurugan Balusamy, Chithirai Pon Selvan, Haya Mesfer Alshahrani, Masresha Getahun, Ben Othman Soufiene

“…After that, these local models are aggregated towards a common, global model using secure aggregation methods, which makes sure that there is nozza of data privacy and hence, in the process making sure that more accurate models can be obtained due to diversified data sets. …”
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Microwave-Assisted Synthesis of Corn Husk-Based Hydrogels Grafted with Acrylamide by Ginanjar Penata Aji, Mahira Noor Syevarani Arifandi, Sperisa Distantina, Mujtahid Kaavessina

“…Based on FTIR and swelling capacity data, it was concluded that the grafting process was completed using the microwave method with PPD as the initiator.…”
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TEAMS GAMES TOURNAMENT SEBAGAI UPAYA PENINGKATAN KEMAMPUAN BELAJAR PADA MATA KULIAH AKUNTANSI BIAYA by Muhammad Khafid

“…The result showed that teaching Cost Accounting I by implementing Teams Games Tournament  as a Teaching Method on raw material cost, labor cost, and factory overhead cost can improve students’ competence and active involvement in teaching-learning process. …”
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A feasibility study on beef tallow conversion to some esters for biodiesel production by Mohamad Ali Ghazavi, Majid Fallahipanah, Hamed Shahmirzae Jeshvaghani

“…Therefore, in this work, the process of biodiesel production in a pilot plant has been studied using beef tallow as raw material with methanol and potassium hydroxide as catalyst. …”
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