Fed-DPSDG-WGAN: Differentially Private Synthetic Data Generation for Loan Default Prediction via Federated Wasserstein GAN by Padmaja Ramachandra, Santhi Vaithiyanathan

“…The proposed model marks a significant improvement over both a non-federated setup, which achieves 82% accuracy, and FLIGAN with 73% accuracy, which possesses the same functionalities with different techniques.…”
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Investigating the Pulmonary Host Response of <i>Acinetobacter baumannii</i> Infection-Associated Pneumonia by Metagenomic Next-Generation Sequencing by Mu-Jung Chou, Chih-Hung Cheng, Hui-Ching Wang, Ming-Ju Tsai, Chau-Chyun Sheu, Wei-An Chang

“…Partek was used for investigating enriched functions and pathways related to the pulmonary host response to pneumonia caused by <i>A. baumannii</i> with NDM infection and <i>A. baumannii</i> without antimicrobial-resistant genes. …”
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Generative spatial artificial intelligence for sustainable smart cities: A pioneering large flow model for urban digital twin by Jeffrey Huang, Simon Elias Bibri, Paul Keel

“…The model enhances decision-making processes, supports evidence-based planning and design, fosters integrated development strategies, and enables the development of more efficient, resilient, and sustainable urban environments. …”
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Fast Reflectance Spectral Profile Reconstruction Method for Full-waveform Hyperspectral LiDAR by Hui SHAO, Hulong ZHANG, Hui DAI, Yuwei CHEN, Long SUN, Heng XU, Xingyun LI

“…The direct transmission of information from the full-waveform signals to the reconstruction of the reflectance spectral profiles is a more efficient approach. Therefore, we propose an echo intensity correction method based on HSL full-waveform data for the rapid generation of reflectance spectral profiles of targets. …”
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Numerical Investigation of 2D Ordered Pillar Array Columns: An Algorithm of Unit-Cell Automatic Generation and the Corresponding CFD Simulation by Qihao Jiang, Stefano Rocca, Kareem Shaikhuzzaman, Simone Dimartino

“…The algorithm is developed to incorporate functional and operational constraints, which ensure that the generated structures are permeable and suitable for chromatographic separations. …”
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Atomistic understanding of rough surface on the interfacial friction behavior during the chemical mechanical polishing process of diamond by Song Yuan, Xiaoguang Guo, Hao Wang, Renke Kang, Shang Gao

“…The RMS value and the degree of damage show a functional relationship with the applied load and lubrication, i.e., the RMS value decreases more under larger load and higher lubrication, and the diamond substrate occurs severer damage under larger load and lower lubrication. …”
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Correlation of compound muscle action potential generated by donor nerves with the recovery of elbow flexion in Oberlin transfer in brachial plexus injury by Mukund Ramchandra Thatte, Binita Bharat Raut, Amita Shivyogi Hiremath, Sushil Ramesh Nehete, Nayana Somala Nayak

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Trade-off between computation time and solution quality for integrated generation and transmission expansion planning with N-1 security criterion by Lucas Y. Okamura, Carmen L.T. Borges, Gianfranco Chicco

“…The main outcome is that one of the proposed methods, in which the future cost function is maintained fixed during the generation and transmission optimization and is recalculated only in the final simulation of the system operation, achieves results very close to the fully integrated generation, transmission, and operation optimization method. …”
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Development of generating heat energy from empty oil palm bunch powder in cylinder bio-stove with pyrolysis and gasification technology by Paul David Rey, Mujiyono, Didik Nurhadiyanto, Helmi Kusuma Perdana, Eddy Rusly

“…The bio-stove has been proven functional and produces stable heat energy to boil 1.5 liters of water with generated heat energy of ±110 Kcal in ±6 min, almost equal to an LPG stove, which is ±180 Kcal in ±6 min [1]. …”
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PO25 | Baseline thrombin generation test does not predict thrombotic events in acute leukemia: a monocentric prospective study

“…Global coagulation assays such as thrombin generation assay (TGA) may provide a more comprehensive picture of the hemostatic state. …”
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Generation and evaluation of a novel PI3K-targeting gene therapy in the failing mouse heart and healthy sheep heart by Sebastian Bass-Stringer, Daniel G. Donner, Clive N. May, Aya Matsumoto, Emma I. Masterman, Aascha A. D'Elia, Yi Ching Chen, Helen Kiriazis, Jieting Luo, Roger Chooi, Clara Liu Chung Ming, Paul Gregorevic, Colleen J. Thomas, Bianca C. Bernardo, Kate L. Weeks, Julie R. McMullen

“…The aim of this study was to develop new PI3K-based gene therapies with more optimal properties for clinical translation. …”
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Mitigating malicious denial of wallet attack using attribute reduction with deep learning approach for serverless computing on next generation applications by Amal K. Alkhalifa, Mohammed Aljebreen, Rakan Alanazi, Nazir Ahmad, Sultan Alahmari, Othman Alrusaini, Ali Alqazzaz, Hassan Alkhiri

“…Serverless computing, Function-as-a-Service (FaaS), is a cloud computing (CC) system that permits developers to construct and run applications without a conventional server substructure. …”
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A new statistical model for advanced modeling of cancer disease data

“…This study derives key properties of the GOBPW distribution, including its moments, moment-generating function, entropy measures, stress-strength function, quantile function, and order statistics. …”
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An updated database of virus circular RNAs provides new insights into the biogenesis mechanism of the molecule by Ping Fu, Zena Cai, Zhiyuan Zhang, Xiangxian Meng, Yousong Peng

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Enhancing Negative Film Colorization through Systematic CycleGAN Architectural Modifications: A Comprehensive Analysis of Generator and Discriminator Performance by Khaulyca Arva Artemysia Khaulyca, Arief Suryadi Satyawan Arief, Mokhammad Mirza Etnisa Haqiqi Mirza, Helfy Susilawati Helfy, Beni Wijaya Beni, Sani Moch Sopian Sani, Muhammad Ikbal Shamie Ikbal, Firman Firman

“…Modifications included the addition of residual blocks, alterations in filter quantities, activation functions, and inter-layer connections. The Evaluation was conducted qualitatively and based on generator and discriminator loss values. …”
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Two-stage strategic optimal planning of distributed generators and energy storage systems considering demand response program and network reconfiguration by Saleh Ba-swaimi, Renuga Verayiah, Vigna K. Ramachandaramurthy, Ahmad K. ALAhmad, Sanjeevikumar Padmanaban

“…Moreover, the established model, featuring a wind-DG/PV-DG/BESS/DRP/NR configuration, achieves significant improvements in all objective functions, including a 31.14% reduction in total system cost, a 61.67% decrease in power loss, and a 58.11% improvement in voltage deviation, compared to the base case.…”
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Storytelling, humour, and promotions: How social media marketing influences university students' green purchase intention by Jinchi Cai, Syuhaily Osman, Sharifah Azizah Haron, Wenqing Teng

“…Multivariate analysis of variance (MANOVA) was used to validate Study 1, analysis of variance (ANOVA) was used to validate Study 2, and PROCESS Model 4 was used to evaluate the mediation functions of attitude and conceptual fluency. The results indicate that firm-generated content (FGC) is more effective than user-generated content (UGC) in terms of university students' engagement - specifically liking (L), sharing (S), and commenting (C) - as well as in fostering green purchase intentions (GPI), particularly with firm-generated storytelling content (FGCS). …”
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Exploring optimal protocols for generating and preserving glucose-responsive insulin-secreting progenitor cells derived from human pluripotent stem cells by Patrizia Tornabene, James M. Wells

“…Despite the fact that each protocol yields SC-islets consisting of insulin and glucagon-expressing cells, the SC-islets obtained from the two more recent revised protocols were more functional as measured by robust and reproducible GSIS. …”
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Waves of Pixels and Word-generated Algorithms: Drone Poetry as a Collaborative Practice between Machine and Human in Waveform by Richard A. Carter by Katarzyna Ostalska

“…Drone-generated poetry challenges a human-centered (literary) perspective, raising questions about AI’s creativity and code’s generative and aesthetic, and not only functional, potential. …”
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Relationships Between Internal Voltage and Power Imbalance Illustrating Characteristics and Roles in System Dynamics of Inertia-Controlled DFIG-Based Wind Turbines by Minhui Wan, Xiaoming Yuan, Jiabing Hu

“…Frequency and voltage dynamics, as the focus of power systems, depend more and more on the frequency and amplitude response characteristics of renewable energy devices subjected to power imbalance. …”
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