Search Results - data processing methods

Elucidating ammonia's impact on non-gray radiation and thermometry during biomass co-firing via spectral guidance by Liu Huixin, Wang Chunbo, Sun Cen, Yu Xuewu, Zhang Xiaotian

“…This work yields both fundamental quantitative data on ammonia's impact on biomass non-gray radiation and a robust spectrally-guided diagnostic method, providing essential data and techniques for enabling accurate modeling, optimization, and control of biomass-ammonia co-firing processes.…”
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Time-frequency analysis and autoencoder approach for network traffic anomaly detection by Ruchira Purohit, Satish Kumar, Sameer Sayyad, Ketan Kotecha

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In-situ analysis and monitoring of antiscalant polyaspartate by mobile fluorescence spectroscopy by Michael Pettauer, Albrecht Leis, Walter Gotschy, Ronny Boch, Lukas Hasenhüttl, Martin Dietzel

“…We quantified the impact of solution matrix effects, including pH, temperature, ionic strength, and turbidity, on fluorescence signals, emphasizing the need for on-site calibration. The FIPSA method enhances process efficiency by simplifying data acquisition for the planning and implementation of hardness stabilization systems and enabling dynamic PASP dosing adjustments for optimized inhibitor application during system operation (e.g. tunnel drainage, wells, pipelines, industry).The FIPSA method • enables real-time PASP concentration measurement with a detection limit of ≈1 mg/L • is adaptable to different PASP formulations and water matrices • reduces dependence on time-delayed laboratory analyses…”
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A protocol to model future land use scenarios using Dinamica-EGO by Luís Valença Pinto, Miguel Inácio, Eduardo Gomes, Paulo Pereira

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Application of electrodeposition for Nickel Nanoparticle-Modified Electrodes in Biochemical Systems by Fatemeh Mahmoodzadeh, Nahid Navidjouy, Saber Alizadeh, Mostafa Rahimnejad

“…The type and material of the electrode are critical factors affecting the efficiency and energy production of this process. The electrodeposition method was employed to dope nickel (Ni) and modify the surface of graphite plates (GP) and carbon felt (CF). …”
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Measuring carbonate dissolution rates under well-controlled conditions for reactive CO2-water flow in a large lab-scale karst fracture imitate by Bettina Strauch, Martin Zimmer, Kai Wendel, Leon Keim, Holger Class

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An agent-based model facilitating stakeholder engagement in management of estuaries along the Texas Gulf Coast (USA) by Hsiao-Hsuan Wang, Paulami Banerjee, Chara J. Ragland, William E. Grant, Tarla R. Peterson

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Advisor-advisee relationship and the organizational culture of doctoral programs on doctoral students’ mental health and academic performance: A scoping review protocol by Beatriz Cintra Storti, Jorge Sinval, Yasmin Lynda Munro, Francisco J. Medina, Marina Greghi Sticca

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Growth and differentiation factors and their orthodontic implications: A scoping review by Crystal Runa Soans, M.S. Ravi, Monisha P Chelery, Sujata Shirodkar, Prachi Pundir, Shradha S. Parsekar

“…Two reviewers will independently screen titles and abstracts and full-texts and extract the data of included studies. Disagreement will be resolved by discussion. …”
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Optimized disease prediction in healthcare systems using HDBN and CAEN framework by G. Prabaharan, S.M. Udhaya Sankar, V. Anusuya, K. Jaya Deepthi, Rayappan Lotus, R. Sugumar

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Protocol for development and validation of an Early Intervention device and its influence using STructured Early Physiotherapy (PreemieSTEP) Intervention on Neuromotor Development... by Indira D B Naidu Boddapati, Sivakumar Gopalakrishnan, Sonia Khurana, Jayashree Purkayastha, Bhaskar Bhatt, Bhamini Krishna Rao

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Automated compilation of Urdu poetry handwritten image datasets for optical character recognition by Irtaza Ijaz, Abdallah Namoun, Nasser Aljohani, Meshari Huwaytim Alanazi, Mohammad N. Alanazi, Junaid Shuja, Mohammad Ali Humayun

“…This study presents a method to leverage this resource and automatically process Urdu handwritten poetry books with corresponding scripts available online. …”
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Simulated practice in the development of clinical reasoning in nursing students: A systematic review protocol by Rute Pires, Maria Marques, Henrique Oliveira, Margarida Goes, Miguel Pedrosa, Manuel Lopes

“…Simulated clinical practice is a pedagogical technique that replicates real-world scenarios in a controlled environment, enabling nursing students to engage in the teaching-learning process actively. While simulated practice is a growing pedagogical strategy, several studies have examined its strengths and limitations. …”
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GradCAM-PestDetNet: A deep learning-based hybrid model with explainable AI for pest detection and classification by Ramitha Vimala, Saharsh Mehrotra, Satish Kumar, Pooja Kamat, Arunkumar Bongale, Ketan Kotecha

“…Additionally, Vision Transformers (ViT) and Swim Transformers were explored for their ability to process complex data patterns. To enhance model interpretability, GradCAM-PestDetNet integrates Gradient-weighted Class Activation Mapping (Grad-CAM), allowing better visualization of model predictions. • Uses YOLOv8 models (YOLOv8n for fastest inference at 1.86 ms/img) and transfer learning for pest detection ensuring that the system is viable for low-resource environments. • Employs an ensemble model (ResNet50, DenseNet, MobileNet) that achieved 67.07 % accuracy, 66.3 % F1-score and 68.1 % recall. …”
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Soybeans tempeh image dataset for tempeh maturity detectionGitHub by Riccosan, Soni Yora, Nur Azmi Karim, Ezrela Fidelyn Surya Wibisana

“…The data created from this research is in the raw image data that has been through the process of filtration and image cropping. …”
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A hybrid model for refining gross primary productivity estimation by integrating multiple environmental factors by Zhilong Li, Ziti Jiao, Zheyou Tan, Chenxia Wang, Jing Guo, Sizhe Chen, Ge Gao, Fangwen Yang, Xin Dong

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ETV-MVS: Robust Visibility-Aware Multi-View Stereo with Epipolar Line-Based Transformer by Shaoqian Wang, Xiaokun Ding, Yuxin Mao, Yuchao Dai

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Comprehensive Prediction Model for Analysis of Rolling Bearing Ring Waviness by Marek Šafář, Leonard Dütsch, Marta Harničárová, Jan Valíček, Milena Kušnerová, Hakan Tozan, Ivan Kopal, Karel Falta, Cristina Borzan, Zuzana Palková

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Probabilistic digital twins for geotechnical design and construction by Dafydd Cotoarbă, Daniel Straub, Ian F.C. Smith

“…The PDT framework provides a structured approach to integrating all sources of uncertainty, including aleatoric, data, model, and prediction uncertainties, and propagates them throughout the entire modeling process. …”
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ANOVA Based Optimization of UV Nanosecond Laser for Polyamide Insulation Removal from Platinum Wires Under Water Confinement by Danial Rahnama, Graziano Chila, Sivakumar Narayanswamy

“…Although traditional chemical stripping methods are effective, they are associated with high costs, safety concerns, and long processing times. …”
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