Progress, Challenges and Opportunities in Recycling Electric Vehicle Batteries: A Systematic Review Article by Hamid Safarzadeh, Francesco Di Maria

“…One researcher independently screened all articles and extracted relevant data. A second researcher validated the accuracy of extracted data. …”
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AI-Supported Shared Decision-Making (AI-SDM): Conceptual Framework by Mohammed As'ad, Nawarh Faran, Hala Joharji

“…This integration is intended to transform raw algorithmic data into actionable insights that directly support the decision-making process without supplanting human judgment.…”
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Optimization Production and Characterization of Bacterial Cellulose from Cornhusk by Fikka Kartika Widyastuti, Ayu Chandra Kartika Fitri

“…Cornhusk waste can be processed as raw material for bacterial cellulose (nata) since it contains 44% cellulose. …”
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Improvement of Nutritional Quality of Tuber Flour as Local Food Resource by Etty Soesilowati, Nana Kariada Tri Martuti, Octavianti Paramita

“…The method was crystallisation by utilization of blower system to accelerate the process of water content reduction. The data were analyzed using proximat analysis. …”
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Diversification of the Kazakhstan Economy through Global Value Chains: A Quantitative Assessment by G. M. Aubakirova, A. S. Zhuparova, A. K. Kozhakhmetova

“…Regression modeling, reliability analysis using Cronbach’s alpha, and analysis of variance were used to analyze quantitative data. The results showed that the volume of non-primary exports had a statistically significant impact on GDP (p<0.05) and labor productivity (p< 0.01), but the share of manufacturing in the economy remained low and the process of export diversification and integration into global supply chains was slow. …”
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Automated ECG Arrhythmia Classification Using Feature Images with Common Matrix Approach-Based Classifier by Ali Kirkbas, Aydin Kizilkaya

“…The feature images are obtained after two-dimensional principal component analysis (2DPCA) of data matrices related to ECG recordings. Each data matrix is created by concatenating the ECG record itself, the Fourier transform, and the T-F representation on a single matrix. …”
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Enhancing UAS-Based Multispectral Semantic Segmentation Through Feature Engineering by Elena Vollmer, Mishal Benz, James Kahn, Leon Klug, Rebekka Volk, Frank Schultmann, Markus Gotz

“…This article investigates how feature engineering (FE), the process of adapting raw data to serve as DL training data, can impact performance when transferring prevalent model architectures to combined red, green, blue (RGB) thermal imagery. …”
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Sustainability index analysis of organic fertilizer production from paunch manure and rice straw waste by A.D. Santoso, F.D. Arianti, E.S. Rohaeni, B. Haryanto, M.D. Pertiwi, L.P. Panggabean, A. Prabowo, S. Sundari, S.P. Wijayanti, I.N. Djarot, F.D. Kurniawati, F.L. Sahwan, T. Prasetyo, A. Barkah, T.A. Adibroto, R. Ridlo, I. Febijanto, A.A. Wasil, S. Lusiana, R. Rosmeika, R.B. Heryanto

“…These include water use and raw material efficiency, potential business scale increase, market absorption, the potential for public unrest, the manager or worker level of expertise in the manufacture of organic fertilizer as well as the process used to determine its quality and output.CONCLUSION: The proposed inquiry conducted within the context of this study identified the pivotal factors that influenced organic fertilizer supply framework as the quality, quantity, and market absorption of organic production. …”
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Short-term Wind Power Forecasting Based on BWO‒VMD and TCN‒BiGRU by LU Jing, ZHANG Yanru, WANG Rui

“…Secondly, VMD is effectively utilized to decompose raw power data, which is originally in a non-stationary sequence, into relatively stationary sub-sequences. …”
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Advanced Cascaded Scheduling for Highly Autonomous Production Cells with Material Flow and Tool Lifetime Consideration using AGVs by Eddi Miller, Bastian Engelmann, Tobias Kaupp, Jan Schmitt

“…One of those challenges regards the scheduling of all applied resources and their corresponding tasks. Combining data from a real production environment and Constraint Programming (CP-SAT), we provide a cascaded scheduling approach that plans production orders for machine tools to minimize makespan and tool changeover time while enabling the corresponding robot for robot-collaborated processes. …”
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Implications of Self-Potential Distribution for Groundwater Flow System in a Nonvolcanic Mountain Slope by Tada-nori Goto, Kazuya Kondo, Rina Ito, Keisuke Esaki, Yasuo Oouchi, Yutaka Abe, Maki Tsujimura

“…The FFT analysis of the spatial SP distribution allows us a separation of raw data into two components with shorter and longer wavelength. …”
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FedViTBloc: Secure and privacy-enhanced medical image analysis with federated vision transformer and blockchain by Gabriel Chukwunonso Amaizu, Akshita Maradapu Vera Venkata Sai, Sanjay Bhardwaj, Dong-Seong Kim, Madhuri Siddula, Yingshu Li

“…By employing a decentralized FL approach, multiple medical institutions can collaboratively train a robust deep-learning model without sharing raw data. Blockchain integration further enhances the security and trustworthiness of the FL process by managing client registration and ensuring secure onboarding of participants. …”
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Finite-element analysis of contact characteristics and friction modes of the "valve-guide" of the internal combustion engine by K.E. Holenko, A.A. Vychavka, M.O. Dykha, V.O. Dytyniuk

“…Using the FEM application program, the raw data on the material, surface dimensions, loads, and motion kinematics are described. …”
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Impregnated Zeolite as Catalyst in Esterification Treatment from High Free Fatty Acids Palm Oil Mill Effluent by Ika Kusuma Nugraheni, Nuryati Nuryati, Anggun Angkasa Bela Persada, Triyono Triyono, Wega Trisunaryanti

“…Although Palm Oil Mill Effluent (POME) can be used as a raw material for biodiesel production, the POME contains an excessive amount of Free Fatty Acids (FFA), necessitating a preliminary process and esterification. …”
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The Role of Artificial Intelligence (AI) in the Future of Forestry Sector Logistics by Leonel J. R. Nunes

“…Background: The forestry industry plays an important role in the economy and environmental sustainability, facing significant logistical challenges such as the geographical dispersion of plantations, the variability of raw materials, and high transportation costs. Artificial Intelligence (AI) emerges as a promising tool to optimize logistics processes, contributing to the reduction in costs, waste, and environmental impacts. …”
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SORGHUM PRODUCTION IN THE EU-28 IN THE PERIOD 2008-2019 AND ITS FORECAST FOR 2020-2014 HORIZON by Agatha POPESCU

“…Fixed index, trend line, descriptive statistics and regression modeling were used to process the data. The cultivated surface with sorghum in the EU reached 197 thousand ha in 2019, being almost double than on 2008. …”
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Synthesis of KAl(SO4)2 Solid Coagulants from Used Pots and Beverage Cans by Nanda Mustikarini, Ilma Fadlilah, Theresia Evila Purwanti Sri Rahayu

“… Used pots and beverage cans are good sources of aluminum-rich raw materials for the synthesis of potassium aluminum sulfate (KAl(SO4)2), a solid coagulant. …”
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Development of Comic Mathematics Teaching Materials on Flat-Building Material to Increase Reading Interest in Class IV Elementary School Students by Anggita Yuniarti, Elvira Hoesein Radia

“…Research and development carried out are four steps, namely: definition, design, development, and propagation. The analysis process collects qualitative and quantitative data from materials experts, design experts, the specific educators in math subjects, and class iv student participants using the likert scale. …”
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A privacy-enhanced framework with deep learning for botnet detection by Guangli Wu, Xingyue Wang

“…And most methods are combined with machine learning and deep learning technologies, which require a large amount of training data to obtain high-precision detection models. Therefore, preventing malicious persons from stealing data to infer privacy during the botnet detection process has become an issue worth pondering. …”
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Economic evaluations  of strategies targeting pre-diagnosis dementia  populations: Protocol for a systematic review [version 2; peer review: 2 approved, 1 approved with reservation... by Alina Zenker, Men Thi Hoang, Ulf-Göran Gerdtham, Sanjib Saha, Dominic Trepel

“…The results will be published in a peer-reviewed journal, with both raw and summarised data shared through the journal or other open platforms. …”
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