Integrated Feature-Temporal GAN for Imbalanced Transaction Fraud Detection by Yicen Zheng, Yu Xie, Jiamin Yao

“…IFT-GAN introduces two key innovations: 1) A Feature-Aware Sample Selection (FASS) module that employs Fisher score-based feature ranking and weighted k-means clustering to create a balanced subset enriched with discriminative fraud signatures; and 2) A Temporal Dependency GAN (TD-GAN) architecture employing a novel Time-aware Gated Recurrent Unit (TaGRU) in both the generator and discriminator, explicitly modeling the temporal intervals between transactions through adaptive temporal gating. …”
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Numerical study on ion migration in concrete under the influence of salt solution by Xianyuan Chen, Zhaocai Meng, Xinjiang Zheng, Zirui Gao

“…The findings reveal that the sulfate ion concentration within concrete increases with time but at a decreasing rate, with the compaction process significantly affecting this growth. …”
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Alfvén Wave Propagation in the Io Plasma Torus by P. C. Hinton, F. Bagenal, B. Bonfond

“…Abstract Io, the most volcanically active body in the solar system, fuels a plasma torus around Jupiter with dissociation products of SO2 at a rate of ~1,000 kg/s. We use a combination of in situ Voyager 1 data and Cassini Ultraviolet Imaging Spectrograph observations to constrain a diffusive equilibrium model of the Io plasma torus. …”
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Transient Analysis of a k-out-of-n:G System with N-Policy, Repairmen’s Multiple Vacations, and Redundant Dependency by Wenqing Wu, Yinghui Tang

“…Under such assumptions, the availability, the rate of occurrence of failures, and the reliability of the system are derived in transient regime by applying the quasi-birth-and-death process. …”
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Development of Mobile Social Network Systems Using Real-Time Facial Authentication and Collaborative Recommendations by Hyeong-Joon Kwon, Dong-Ju Kim, Kwang-Seok Hong

“…To verify the proposed system, we performed experiments to determine the recognition rate for a user's facial image on a real-world smartphone and the preference prediction accuracy of a collaborative filtering-based recommendation system. …”
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Computer Aided Diagnostic System for Blood Cells in Smear Images Using Texture Features and Supervised Machine Learning by Shakhawan Hares Wady

“…Identification and diagnosis of leukemia earlier is a contentious issue in therapeutic diagnostics for reducing the rate of death among people with Acute Lymphoblastic Leukemia (ALL). …”
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Federated-Learning-Based Strategy for Enhancing Orbit Prediction of Satellites by Jiayi Tang, Wenxin Li, Qinchen Zhao, Hongmei Chi

“…The server optimizes the global model through the Federated Averaging algorithm, learning more orbital patterns and enhancing accuracy. Experimental results confirm the method’s effectiveness, with a marked increase in prediction accuracy compared to traditional methods, validating federated learning’s advantage. …”
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Enhanced Wind Energy Forecasting Using an Extended Long Short-Term Memory Model by Zachary Barbre, Gang Li

“…The xLSTM model incorporates two key innovations: exponential gating with memory mixing and a novel matrix memory structure. …”
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Sentiment Analysis and Trend Mapping of Hotel Reviews Using LSTM and GRU by Yerik Afrianto Singgalen

“…This study explores applying Long Short-Term Memory (LSTM) and Gated Recurrent Unit (GRU) models for sentiment analysis and trend mapping of hotel reviews, specifically focusing on customer feedback from Hotel Vila Ombak in Lombok, Indonesia. …”
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Phase Wise Classification of Abnormal Gait in Children With Cerebral Palsy Using Hybrid Neural TEMPODE Deep Learning Techniques by Yelle Kavya, S.Sofana Reka

“…The neurological condition known as Cerebral Palsy which affects motor control, frequently results in abnormal gait patterns that have a major negative influence on mobility and quality of life. …”
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DFANet: A Deep Feature Attention Network for Building Change Detection in Remote Sensing Imagery by Peigeng Lu, Haiyong Ding, Xiang Tian

“…Second, we introduce a GatedConv module to improve the network’s capability for building edge detection. …”
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Experimental Test Procedure of the Spatial Distribution of Environmental Parameters and Products of Combustion in a Residential Area and Adjacent Spaces by A. A. Antoshyn, S. A. Volkau

“…The impact of fire stage on the flow rate of optical radiation diffused by smoke is shown.The findings will enable to develop the testing methodology for fire detectors designed to protect living accommodations and people located in them, formulate the functioning effectiveness criteria (operation algorithms) for detectors, used in living accommodations.…”
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Penerapan Face Recognition Pada Sistem Presensi by Andri Nugraha Ramdhon, Fadly Febriya

“…After testing the resilience of the system from the results of the prototyping that was built, the results obtained with a success rate of 86.85%. …”
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Title not available by Paulo Breno Noronha Liberalesso, Eliana Garzon, Elza M.T. Yacubian, Américo C. Sakamoto

“…Conclusions Higher mortality rate was associated with advanced age and periodic lateralized epileptiform discharges. …”
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Otorhinolaryngological Manifestations in Geriatric Age: A Scoping Review by Santosh Kumar Swain

“…The longer life expectancy is relevant to the decreased rate of infectious diseases due to better hygiene, appropriate use of antibiotics, and vaccination. …”
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Helical Slot Antenna for the Microwave Ablation by Moonhee Lee, Taeho Son

“…By adding a helical slot, the specific absorption rate (SAR) pattern is more concentrated near the slot as compared with the conventional slot. …”
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Substance use among Indian Physicians: A narrative review by Yesh Chandra Singh, Roshan Bhad, Arun Kandaswamy

“…Aim: We conducted a narrative review to assess the rate and pattern of substance use among Indian physicians. …”
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HUKUM, EKONOMI DAN KESEJAHTERAAN: Telaah Yuridis atas Dinamika Pengaturan dan Implementasi Pasal 33 UUD 1945 by Udiyo Basuki

“…Indonesia which has more give priority to economic growth from economic equality appears to have difficult times, the economic crisis experienced since mid-2007 has been a fundamental component of economic meluluhlantahkan until economic growth rate for 2008 was measured with a minus sign. This condition indicates that since the signing of the 21st century, Indonesia is not ready to face the era of free trade.…”
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Climate, soil and management factors drive the quantitative relationships between soil fertility and spring maize water productivity in northern China by Jiao Shi, Minggang Xu, Xinhua He, Huaiping Zhou, Jianhua Li

“…To improve spring maize WP through enhanced soil fertility, the NW region, dry years, and NPK were parallelly optimal, while such WP increases were increased with N rate in NE and NW or planting pattern change in NC, each of them could efficiently benefit for using scarce water resources in dryland northern China and other dryland areas.…”
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Perception of quality and adoption of health-preventive measures in gym-goers after the COVID-19 pandemic peak in Italy by L Falese, E Langiano, M Ferrara, P Diotaiuti, A Rodio, T Di Libero, A Andrade, E De Vito

“…Participants generally rated the gym positively, with 34.49% considering it "Good" and 39.23% rating it "Very good." …”
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