A Data Mining-Based Model for Assessing Guangzhou's Higher Vocational Colleges 'New Energy Automobile Majors' Vocational Skills by He, Ling, Hamid, Hashima

“…The findings show the positive aspects of using modern data-driven methods to more closely match educational institutions with the constantly evolving needs of the AS. …”
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Investigating heterogeneity across autism, ADHD, and typical development using measures of cortical thickness, surface area, cortical/subcortical volume, and structural covariance by Sadat-Nejad, Y, Vandewouw, MM, Cardy, R, Lerch, J, Taylor, MJ, Iaboni, A, Hammill, C, Syed, B, Brian, JA, Kelley, E, Ayub, M, Crosbie, J, Schachar, R, Georgiades, S, Nicolson, R, Anagnostou, E, Kushki, A

“…To address this gap, data-driven methods can be used to discover groups of individuals with shared biological patterns. …”

Advanced data analytics for future smart grid stability assessment by Ren, Chao

“…The main contributions through this Ph.D. research are as follows: Firstly, the temporal-adaptive data-driven methods are proposed based on optimized hybrid ensemble learning mechanism for online STVS assessment. …”
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Learning heterogeneous reaction kinetics from X-ray videos pixel by pixel by Zhao, Hongbo, Deng, Haitao Dean, Cohen, Alexander E, Lim, Jongwoo, Li, Yiyang, Fraggedakis, Dimitrios, Jiang, Benben, Storey, Brian D, Chueh, William C, Braatz, Richard D, Bazant, Martin Z

“…Experimental characterizations of such materials by operando microscopy produce rich image datasets3,4,5,6, but data-driven methods to learn physics from these images are still lacking because of the complex coupling of reaction kinetics, surface chemistry and phase separation7. …”
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Knowledge-guided fuzzy logic modeling to infer cellular signaling networks from proteomic data by Liu, Hui, Zhang, Fan, Mishra, Shital Kumar, Zhou, Shuigeng, Zheng, Jie

“…However, canonical signaling pathways curated from literature are seldom context-specific and thus can hardly predict cell type-specific response to external perturbations; purely data-driven methods also have drawbacks such as limited biological interpretability. …”
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AI techniques in CFD: leveraging physical priors with deep learning to improve on numerical solvers by Loh, Jessica Sher En

“…Computational fluid dynamics (CFD) simulation is an irreplaceable modelling step in many engineering designs, but it is often computationally expensive to execute numerically. Data-driven methods such as using neural networks to simulate the solving of partial differential equations such as Navier-Stokes solving have increasingly emerged. …”
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Development and optimization of polystyrene nanoparticle templated optical fiber platform for in vivo surface enhanced Raman spectroscopy. by Low, Vway Hau.

“…Two novel methods have been proposed to deposit the PS nanospheres monolayer on the fiber tip, including a simple ‘dip and dry’ method and PS nanospheres anchoring using chemical method. …”
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Fabrication of crosslinked spray dried alginate microparticles for encapsulation of bioactives by Lim, Yu Lin

“…In this study, crosslinked calcium alginate microparticles were successfully fabricated using a novel one-step spray drying method. The one step fabrication eliminates the need for multiple crosslinking and drying steps, as in traditional calcium alginate microparticles production. …”
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Fabrication and characterization of protein-based tissue scaffold by Ko, Kok Wei.

“…The SF scaffolds were prepared and fabricated via freeze drying method for five different sets of SF concentration - (5, 7.5, 10, 12.5, 15%) wt/wt. …”
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A multimodal approach to analysis of steady state visually evoked potentials by Vij, Nikhil, Zuobin, Wu, Bjornsdotter, Malin, Dauwels, Justin, Vialatte, François-Benoît

“…We demonstrate that the proposed approach is a practical data-driven method to achieve spatio-frequency fusion of EEG and fMRI SSVEP responses.…”
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Ultralight and Highly Elastic Graphene/Lignin-Derived Carbon Nanocomposite Aerogels with Ultrahigh Electromagnetic Interference Shielding Performance by Zhang, Youfang, Wang, Peiyu, Pei, Yongmao, Chen, Mingji, Lu, Xuehong, Zeng, Zhihui, Wang, Changxian, Seyed Shahabadi, Seyed Ismail

“…Ultralight and highly elastic reduced graphene oxide (RGO)/lignin-derived carbon (LDC) composite aerogels with aligned micron-sized pores and cell walls are prepared using a facile freeze-drying method. The presence of a small fraction of LDC in the cell walls enhances the interfacial polarization effect while almost maintaining the amount of charge carriers and conductivity of the cell walls, greatly boosting the wave absorption capability of the cell walls. …”
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Fiber optic technique for determination of moisture content in honey by Mohamad Ibrahim, Nursakinah

“…The actual moisture content was found from standard oven drying method. Moisture content of fresh honey was approximately 14.3%. …”
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Artificial intelligence-based lifetime estimation for battery in electric vehicles by Manya, Miglani

“…This report presents a data-driven method to estimate the lifetime of Electric Vehicles (EVs) batteries using simulations based on a Li-Ion battery model. …”
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Multi-view CNNS for hand gesture recognition by Dou, Yudi

“…Di↵erent from the traditional model-driven method, we do not need colored markers to extract features or skin color models to represent hand region. …”
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Microencapsulation of ciplukan (Physalis angulata L.) extract as food ingredients: Effect of water ratio and maltodextrin concentration variables on product characteristics by Iwansyah, Ade Chandra, Wardhani, Riuh, Darsih, Cici, Kurniawan, Taufik, Ariani, Dini, Andriana, Yusuf, Karim, Mirwan Ardiansyah, Indriati, Ashri, Luthfiyanti, Rohmah, Hazrulrizawati, Abd Hamid

“…The present work evaluated the characteristics of ciplukan (Physalis angulata L.) microcapsule extracts prepared by spray drying method. Different water ratios namely X1 (1:2), X2 (1:5), and X3 (1:10), and maltodextrin concentrations namely Y1 (5%) and Y2 (10%) were applied in a spray drying system to produce microcapsule extracts. …”
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Search for single-production of vector-like quarks decaying into Wb in the fully hadronic final state in pp collisions at s = 13 TeV with the ATLAS detector by Aad, G, Aakvaag, E, Abbott, B, Abdelhameed, S, Abeling, K, Abicht, NJ, Abidi, SH, Aboelela, M, Aboulhorma, A, Abramowicz, H, Abreu, H, Abulaiti, Y, Acharya, BS, Ackermann, A, Adam Bourdarios, C, Adamczyk, L, Addepalli, SV, Addison, MJ, Adelman, J, Adiguzel, A, Adye, T, Affolder, AA, Afik, Y, Agaras, MN, Barr, AJ, Bortoletto, D, Bruckler, TL, Celli, F, Chen, M, Conroy, EI, Cooper-Sarkar, AM, Dingley, T, Draguet, MA, Eberwein, GH, Frost, JA, Gallas, EJ, Grabarczyk, RP, Gwenlan, C, Haslbeck, F, Hays, CP, Hodkinson, BH, Huffman, TB, Iizawa, T, Karava, K, Koch, SF, Li, Z, Moser, B, Nagai, K, Nedic, L, Nickerson, RB, Pacey, HA, Rossi, E, Ruggiero, A, Schopf, E, Shipsey, IPJ, Sultan, DMS, Viehhauser, GHA, Weidberg, AR, Yildirim, TP

“…The main background is QCD multijet production, which is estimated using a data-driven method. Upon finding no significant excess in data, mass limits at 95% confidence level are obtained as a function of the global coupling parameter, κ. …”

Data-driven approach for task-driven medical image reconstruction and analysis by Li, Changhao

“…Base on the compressed sensing magnetic resonance imaging and data-driven method, it benefits patients a lot since the time of MRI acquisition can be largely reduced which only demands k-spaced data with low under sampled rate. …”
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GaussCtrl: multi-view consistent text-driven 3D Gaussian splatting editing by Wu, J, Bian, J-W, Li, X, Wang, G, Reid, I, Torr, P, Prisacariu, VA

“…We propose GaussCtrl, a text-driven method to edit a 3D scene reconstructed by the 3D Gaussian Splatting (3DGS). …”

A data mining method to extract traffic network for maritime transport management by Liu, Zhao, Gao, Hairuo, Zhang, Mingyang, Yan, Ran, Liu, Jingxian

“…The framework consists of maritime traffic pattern recognition, semantic routes extraction, route decomposition, and network generation. Firstly, a data-driven method is introduced to recognize ship behavior patterns and extends the single ship behaviors to regional characteristics to determine the departure-arrival areas. …”
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Evaluating geospatial accuracy for equity analyses: a case study of the U.S. National Bridge Inventory by Gandy, CA, Kang, X, Ritsch, N, Armanios, DE

“…Phase 1 focuses on assessing the quality of existing NBI locational data using a geospatially-driven method. We find that 98.8% and 95.4% of the NBI records matched the reported state and county tag respectively, according to their reported latitude and longitude. …”