Optimization of CNN Activation Functions using Xception for South Sulawesi Batik Classification by Aswan Aswan, Eva Yulia Puspaningrum, Billy Eden William Asrul

“…With identical hyperparameters including a learning rate of 0.001, a batch size of 64 and training for 100 epochs using the Adam optimizer, ReLU, ELU, Leaky ReLU and Swish activation functions were compared. …”
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Spatiotemporal Distribution and Evolution of Global World Cultural Heritage, 1972–2024 by Yangyang Lu, Qingwen Han, Zheng Zhang, Zhong Sun, Jian Dai

“…There is a trend of positive east–west distribution on the whole. (3) Road density, per capita GDP, and other factors are the dominant factors affecting the spatial pattern of world cultural heritage, and the interaction between the factors shows a nonlinear enhancement or two-factor enhancement trend. (4) There are spatial differences in the mechanisms of the factors, with river density contributing positively, aspect rate and forest cover contributing negatively, population density, per capita GDP, and road density mainly contributing positively to the spatial distribution of the WCH, annual precipitation mainly contributing negatively, and the positive and negative effects of altitude and GDP being comparable. …”
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Residential Location Preferences in a Post-Conflict Context: An Agent-Based Modeling Approach to Assess High-Demand Areas in Kabul New City, Afghanistan by Vineet Chaturvedi, Walter Timo de Vries

“…The model simulates three alternative growth rate scenarios, i.e., ambitious, moderate, and steady. …”
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Dynamic Transitions in Neuronal Network Firing Sustained by Abnormal Astrocyte Feedback by Yangyang Yu, Zhixuan Yuan, Yongchen Fan, Jiajia Li, Ying Wu

“…Therefore, our results prove that astrocyte feedback can regulate the firing of the neuronal network, and when the astrocyte network develops gliosis, there will be an increase in the induction rate of epileptic seizures.…”
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Anomaly Detection in Nuclear Power Production Based on Neural Normal Stochastic Process by Linyu Liu, Shiqiao Liu, Shuan He, Kui Xu, Yang Lan, Huajian Fang

“…On the Power Generation System (PGS) dataset with a 15% missing rate, our model achieves an F1 score of 83.72%, surpassing all baseline methods and maintaining strong performance across multiple industrial subsystems.…”
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Initial Stages of Electrocrystallization of Coatings with Tin and Tin-Copper and Tin-Copper-Ultradisperse Diamond Alloys by I. I. Kuzmar, D. Y. Gulpa, L. K. Kushner

“…With an increase in electrocrystallization over-voltage, the rate of nucleation increases and their size decreases, while fine-grained and dense deposits are formed. …”
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Using Eye Tracking to Assess Reading Performance in Patients with Glaucoma: A Within-Person Study by Nicholas D. Smith, Fiona C. Glen, Vera M. Mönter, David P. Crabb

“…Reading duration and saccade rate were significantly different on average in the worse eye when compared to the better eye (P<0.001) in 14 patients with glaucoma that had median (interquartile range) between-eye difference in mean deviation (MD; a standard clinical measure for VF loss) of 9.8 (8.3 to 14.8) dB; differences were not related to the size of the difference in MD between eyes. …”
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User Perception and Acceptance of Central Bank Digital Currency in Developed and Developing Countries: An Empirical Study using Technology Acceptance Model.

“…Furthermore, the study highlights the importance of understanding individuals' intention to use CBDC in the digital economy era. The growth rate of mobile payments in China has been significant over the past decade, indicating the increasing importance of mobile payments and digital currencies in the Chinese economy and the potential for further growth in the future. …”
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Global spatio-temporal ERA5 precipitation downscaling to km and sub-hourly scale using generative AI by Luca Glawion, Julius Polz, Harald Kunstmann, Benjamin Fersch, Christian Chwala

“…SpateGAN-ERA5 enhances ERA5 precipitation data from 24 km and 1 h to 2 km and 10 min, delivering high-resolution rainfall fields with realistic spatio-temporal patterns and accurate rain rate distribution, including extremes. …”
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ENHANCING 〖PM〗_(2.5) PREDICTION IN KEMAYORAN DISTRICT, DKI JAKARTA USING DEEP BILSTM METHOD by Nabila Karin, Gumgum Darmawan, Triyani Hendrawati

“…The optimal parameters, which comprised 24 timesteps, Adam optimizers with a learning rate of 0.001, 16 batch sizes, 1000 epochs, and ReLU activation functions across multiple BiLSTM layers, showcased the model’s effectiveness in forecasting the concentration in Kemayoran District, DKI Jakarta, on November , 2023.…”
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3D Printing on Textiles – Overview of Research on Adhesion to Woven Fabrics by Tanja Nuša Kočevar

“…Acrylonitrile butadiene styrene (ABS) is another widely used material, known for its low shrinkage rate and high printing accuracy, while thermoplastic polyurethane (TPU) is used due to its exceptional mechanical properties, e.g. tensile strength, flexibility, durability and corrosion resistance. …”
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The impact of COVID-19 on clinical research for Neglected Tropical Diseases (NTDs): A case study of bubonic plague. by Tsinjo Fehizoro Rasoanaivo, Josephine Bourner, Ravaka Niaina Randriamparany, Théodora Mayouya Gamana, Voahangy Andrianaivoarimanana, Mily Harijaona Raherivelo, Harivelo Randriamampionona, Minoarisoa Rajerison, Mihaja Raberahona, Alex Paddy Salam, Tansy Edwards, Piero L Olliaro, Rindra Vatosoa Randremanana

“…<h4>Methods</h4>To understand the impact of the COVID-19 pandemic on the trial accrual rate, we documented changes in patterns of all-cause consultations that took place before and during the pandemic at health centres in two districts of the Amoron'I Mania region of Madagascar where the trial is underway. …”
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Melanoma Skin Lesion Classification Using Neural Networks: A systematic review by ahmed hammo, Mohammed Younis

“…Therefore, detection of this disease must be early and sound due to the high mortality rate. It is driven by researchers' desire to use computers to obtain accurate diagnostic systems to help diagnose and detect this disease early. …”
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MULTI-MODEL STACK ENSEMBLE DEEP LEARNING APPROACH FOR MULTI-DISEASE PREDICTION IN HEALTHCARE APPLICATION by Bhaskar Adepu, T. Archana

“…The suggested deep learning algorithms' performance is evaluated using criteria such as precision, specificity, sensitivity, accuracy, and error rate. This assessment demonstrates the potential of the recommended method to significantly contribute to the healthcare system by offering consistent and reliable predictions across various types of illnesses, as shown in a comparative analysis against existing models.…”
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Finding the Context of High‐Risk Behavioral Factors and the Effectiveness of Addiction Treatment Centers in Preventing the Transmission of Hepatitis C Virus Among Injecting Drug Ad... by Neda Asadi, Sirous Pourkhajoei

“…The studied IDUs reported minor rate of risky injecting and sexual behavior after participation in MMT program. …”
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Investigating the Photocatalytic Behavior of Manganese-Zinc Ferrite and the Effect of Its Concentration on the Degradation of Methylene Blue in the Presence of Visible Light by S. Shahedi, S. Hasani, Z. Daneshfar, A.R. Mashreghi, Z. Zoghaghi

“…The results demonstrated that the presence of these nanoparticles significantly affected the degradation rate of methylene blue. Ultimately, the findings indicated that the addition of 0.1 g/lit of these nanoparticles yielded the most effective results, achieving approximately 87.25% degradation in 12 h.…”
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A novel Swin transformer based framework for speech recognition for dysarthria by Rabbia Mahum, Ismaila Ganiyu, Lotfi Hidri, Ahmed M. El-Sherbeeny, Haseeb Hassan

“…However, the false positive rate is high due to the varying nature of speech and environmental factors such as background noise. …”
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Stress in autism (STREAM): A study protocol on the role of circadian activity, sleep quality and sensory reactivity. by Clara C Gernert, Christine M Falter-Wagner, Valdas Noreika, Barbara Jachs, Nazia Jassim, Kathryn Gibbs, Joaquim Streicher, Hannah Betts, Tristan A Bekinschtein

“…Diurnal tracking of heart rate and electrodermal activity through wearables will serve as proxies of stress. …”
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Children’s Drawing and Graphic Development: An Empirical Study of the Developmental Stages According to Lowenfeld by Paula Gil-Ruiz, Victoria Martinez-Verez, William Ospina Toro, Walter Castañeda Marulanda

“…These findings point to the influence of individual, sociocultural, and technological factors on the rate of graphic development. Lowenfeld’s model remains a valid framework for observing children’s drawing, but its application should be flexible. …”
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Estimating the Demand for Ambulances in Traffic Accidents by Manoochehr Babanezhad, Hassan Khorsha, Ali Mohajervatan, Ali Choori

“…According to the examination of traffic collision data, the demand rate is greater during the daytime compared to nighttime. …”
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