Bayesian deconvolution for computational cognitive modeling of fMRI data by Jonathon R. Howlett, Katia M. Harlé, Alan N. Simmons, Charles T. Taylor

“…A central goal of cognitive neuroscience is to make inferences about underlying cognitive processes from observable data. However, current fMRI analysis tools cannot directly estimate latent parameters in computational cognitive models from blood-oxygen-level-dependent (BOLD) signal. …”
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SPBView: An extendable data analysis and combined visualization tool for saccadic eye-movement, pupil size, and blink detection by Marcel Ritter, Alexandra Hoffmann, Nikolaus Rauch, Pierre Sachse, Atbin Djamshidian, Matthias Harders, Philipp Ellmerer

“…It further includes an error classification and processes the raw data into a trial-by-trial (target) output. …”
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Research on the elastoplastic localized damage constitutive model of raw coal by Susheng WANG, Shengqi YANG, Qiang ZHANG, Zhennan ZHU

“…The effectiveness of the proposed model is demonstrated by comparing numerical simulations with triaxial compression test data of raw coal. The results demonstrate that the model can capture the primary nonlinear characteristics of raw coal during triaxial compression tests. …”
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Shinyscreen: mass spectrometry data inspection and quality checking utility by Todor Kondić, Anjana Elapavalore, Jessy Krier, Adelene Lai, Hiba Mohammed Taha, Mira Narayanan, Emma L. Schymanski

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A new open dataset from a milling process – data for classification and estimation of tool life by Grzegorz Piecuch, Tomasz Żabiński

“…Abstract This data descriptor introduces a data set from a CNC machining process which includes vibration and current data recorded for 14 cutting tools used from their initial state until failure. …”
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Automated Processing of Imaging Data through Multi-tiered Classification of Biological Structures Illustrated Using Caenorhabditis elegans. by Mei Zhan, Matthew M Crane, Eugeni V Entchev, Antonio Caballero, Diana Andrea Fernandes de Abreu, QueeLim Ch'ng, Hang Lu

“…Increasingly, the capacity for high-throughput experimentation provided by new imaging modalities, contrast techniques, microscopy tools, microfluidics and computer controlled systems shifts the experimental bottleneck from the level of physical manipulation and raw data collection to automated recognition and data processing. …”
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Efficient hardware implementation of interpretable machine learning based on deep neural network representations for sensor data processing by J. Schauer, P. Goodarzi, A. Schütze, T. Schneider

“…Especially in sensor-based tasks like predictive maintenance and smart condition monitoring, the goal is to implement the algorithms near the data acquisition system to avoid unnecessary energy consumption caused by extensive transfer of raw data. …”
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Pulse2AI: An Adaptive Framework to Standardize and Process Pulsatile Wearable Sensor Data for Clinical Applications by Sicong Huang, Roozbeh Jafari, Bobak J. Mortazavi

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Rapid fault cause identification in surface mount technology processes based on factory-wide data analysis by Dongil Kim, Jeongin Koo, Hyein Kim, Seokho Kang, Sang Hyun Lee, Jeong Tae Kang

“…Real-world surface mount technology data were employed for a case study, in which raw data were preprocessed into an integrated data set consisting of 14,847 rows and 12,929 columns. …”
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High-throughput mesoscopic optical imaging data processing and parsing using differential-guided filtered neural networks by Hong Zhang, Zhikang Lu, Peicong Gong, Shilong Zhang, Xiaoquan Yang, Xiangning Li, Zhao Feng, Anan Li, Chi Xiao

“…However, obtaining a batch of raw array mouse brain data at a resolution of $$0.65 \times 0.65 \times 3 \,\upmu \hbox {m}^{3}$$ 0.65 × 0.65 × 3 μ m 3 can reach 220TB, and the cropping of the outer contour areas in the disjointed processing still relies on manual visual observation, which consumes substantial computational resources and labor costs. …”
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ALICENET – an Italian network of automated lidar ceilometers for four-dimensional aerosol monitoring: infrastructure, data processing, and applications by A. Bellini, A. Bellini, A. Bellini, H. Diémoz, L. Di Liberto, G. P. Gobbi, A. Bracci, F. Pasqualini, F. Barnaba

“…In this work, we present the ALICENET infrastructure and the specifically developed data processing centralised at CNR-ISAC, converting raw instrumental data into quantitative, quality-controlled information on aerosol properties ranging from attenuated backscatter to aerosol mass and vertical stratifications. …”
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Physics‐Informed Estimation of Tidal and Subtidal Flow Fields From ADCP Repeat Transect Data by H. Jongbloed, B. Vermeulen, A. J. F. Hoitink

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Enhancing FMCW Radar Gesture Classification With Physically Interpretable Data Augmentation by Alessandra Fusco, Zain Amir Zaman, Souvik Hazra, Lorenzo Servadei, Robert Wille

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New scientific methods to investigate library branch by N. A. Mazov, V. N. Gurejev

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Optimization of Parameters of Two-Beam Laser Twelding of Quartz Raw Materials by V. A. Emelyanov, E. B. Shershnev, Y. V. Nikitjuk, S. I. Sokolov, I. Y. Aushev

“…As a result of the simulation, processing parameters have been established, the use of which will provide an increase in the productivity of two-beam purification of quartz raw materials.…”
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APPLICATION OF IMAGE ANALYSIS SYSTEMSIN THE STUDY ON RAW MATERIALS AND MEAT PRODUCTS by Pchelkina V.A.

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Global Biomaterials Market: Potential Opportunities for Raw Materials of Animal Origin by Marina V. Patshina, Roman A. Voroshilin, Alexey M. Osintsev

“…Introduction. Meat processing enterprises are facing the problem of utilization of secondary products with a limited scope of application and a wide range of useful properties. …”
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From anarchy to clarity, data pre‐processing and statistical choices influence quantitative environmental DNA (eDNA) analyses by Jonas Bylemans, Teun Everts, Rein Brys, Richard P. Duncan

“…We assessed the diversity of data pre‐processing and statistical choices made to evaluate the correlation between eDNA concentrations and species' abundance or biomass, and collected the raw datasets when available. …”
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Review: Application of Protein-Based Raw Materials in Health Foods in China by Hao Duan, Gaigai Liu, Jiaqi Liu, Zhuoye Wang, Shuyuan Bao, Xinyue Chang, Wenjie Yan

“…Through this process, the application of raw protein materials in health foods in China is systematically reviewed. …”
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Study of Raw and Recycled Polyethylene Terephthalate by Meaning of TGA and Computer Simulation by Bouzid Latifa, Fouddad Fatma Zohra, Hiadsi Said

“…Our simulated values were compared with available data in literature.…”
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