Enhancing Fake Review Detection Using Linguistic Exaggeration, BERT Embeddings, and Fuzzy Logic by Mohammed Ennaouri, Ahmed Zellou

“…These features are then combined using a softmax-based attention mechanism to optimize the contribution of each component. To classify the reviews, we introduce a personalized multicentroid K-means algorithm, which improves traditional K-means by allowing a more precise clustering of false and genuine reviews. …”
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Boosting energy storage performance of green-synthesized MnV2O5 via jasmine flower extract as natural and stabilizing agent by Dhafer O. Alshahrani, H. Khan, Muhammad Saad

“…Future aspects include optimizing the material for scalable production and enhancing its performance in hybrid energy storage systems.…”
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Clinical and Epidemiological Characteristics of Scleroderma in Children of the Samara Region: a Single-Stage Retrospective Study by Juliya S. Bogomolova, Galina V. Santalova

“…The conducted research allows us to conclude that it is advisable to create a local registry of children with scleroderma, the analysis of which will help pediatricians and rheumatologists of both outpatient and inpatient levels to respond in time to existing deviations in the diagnosis and therapy of scleroderma and optimize approaches to the management of patients with this profile. …”
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Primary healthcare provider-perceived barriers to implementing an evidence-based pathway for undifferentiated lower gastrointestinal tract symptoms: A qualitative inquiry. by Sowmya Sharma, Michael J Stewart, Holly Mathias, Kerri Novak, Sander Veldhuyzen Van Zanten, Courtney Heisler, Sharon Richard, Emily Neil, Frederick Burge, Aaron Smith, Kevork Peltekian, Sunil Patel, Jennifer L Jones

“…., Comfort with managing cases and optimism). Some of these barriers have not previously been identified in medical literature.…”
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The Borders of Boundlessness: A Reassessment of the Dissolution of Boundaries in in the Contemporary Artworld by Jörg Scheller

“…In the same year, Allan Kaprow, the pioneer of happenings, criticized the dissolution of boundaries between video art and entertainment for a broad audience: “Like so much Art Tech of recent years, video environments resemble world’s fair ‘futurama’ displays with their familiar nineteenth-century push-buPon optimism and didacticism. They are part fun house, part psychology lab.” …”
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Innovative aspects of customer relationship management in an ecosystem marketing environment by O. V. Godina, L. S. Maksimenko, Yu. V. Alekseenko, D. A. Kolominskaya

“…The results obtained will help optimize marketing processes, enhance the effectiveness of implementing innovative tools, and strengthen the company’s position in target markets. …”
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Water quality prediction and carbon reduction mechanisms in wastewater treatment in Northwest cities using Random Forest Regression model by Jingjing Sun, Xin Guan, Xiaojun Sun, Xiaojing Cao, Yepei Tan, Jiarong Liao

“…This work provides critical support for optimizing wastewater treatment technologies and developing water resource management policies. …”
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Virtual reality-enhanced rehabilitation for improving musculoskeletal function and recovery after trauma by Phani Paladugu, Rahul Kumar, Joshua Ong, Ethan Waisberg, Kyle Sporn

“…Ultimately, VR offers the potential to significantly improve recovery outcomes, enhance patient engagement, and streamline rehabilitation protocols, but its successful integration into clinical practice must be approached with both optimism and caution.…”
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Leveraging deep learning for toxic comment detection in cursive languages by Muhammad Shahid, Muhammad Umair, Muhammad Amjad Iqbal, Muhammad Rashid, Sheeraz Akram, Muhammad Zubair

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GuidedBox: a segmentation-guided box teacher-student approach for weakly supervised road segmentation by Teerapong Panboonyuen, Chaiyut Charoenphon, Chalermchon Satirapod

“…Additionally, we introduce noise-aware pixel loss and noise-reduced affinity loss functions to optimize the student model with pseudo masks dynamically. …”
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Biologically inspired hybrid model for Alzheimer’s disease classification using structural MRI in the ADNI dataset by Houmem Slimi, Imen Cherif, Sabeur Abid, Mounir Sayadi

“…Trained on a three-class task [AD, mild cognitive impairment (MCI), and cognitively normal (CN) subjects], the hybrid network optimizes mean squared error (MSE) loss with L2 regularization and Adam, incorporating early stopping to enhance generalization. …”
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Simplified bacterial denitrification method using Stenotrophomonas nitritireducens for nitrite dual isotope analysis in low-concentration environmental samples by Sushmita Deb, Dominika Lewicka-Szczebak

“…This study presents a simplified and optimized bacterial denitrification method using Stenotrophomonas nitritireducens for precise nitrite isotope analysis in low-concentration environmental samples. …”
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Refining AI perspectives: assessing the impact of ai curricular on medical students’ attitudes towards artificial intelligence by Li Zheng, Yu Xiao

“…The study offers pathways for optimizing AI literacy globally, bridging resource disparities, and preparing future healthcare professionals for AI-driven advancements.…”
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Enhanced Prediction of Immune Checkpoint Blockade Response in Melanoma Using Ensemble Learning and a Hybrid Feature Selection Technique by Basant Badwy, Nagia M. Ghanem, Karim Banawan, Nour Eldin Ismail

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Artificial Intelligence and Smart Technologies in Safety Management: A Comprehensive Analysis Across Multiple Industries by Jiyoung Park, Dongheon Kang

“…AI-driven solutions, such as predictive analytics, machine learning algorithms, IoT sensor integration, and digital twin models, are shown to proactively identify and mitigate potential hazards, optimize energy consumption, and enhance operational efficiency. …”
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Utilizing Artificial neural networks (ANN) to regulate Smart cities for sustainable Urban Development and Safeguarding Citizen rights by Zhen Kuang, Junyu Su, Ahmad Latifian, Sanli Eshraghi, Alireza Ghafari

“…By leveraging technological advancements, cities are now able to collect and analyze extensive data to optimize service delivery, allocate resources efficiently, and enhance the overall well-being of residents. …”
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Gaseous Ammonia Sensing from Liquids via a Portable Chemosensor with Signal Correction for Humidity by Andrea Rescalli, Ilaria Porello, Pietro Cerveri, Francesco Cellesi

“…The ink formulation was optimized. PANI nanoparticle suspension exhibited a monomodal, narrow particle size distribution with an average size of 120 nm and no evidence of larger aggregates. …”
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Biostimulants Enhance the Nutritional Quality of Soilless Greenhouse Tomatoes by Hayriye Yildiz Dasgan, Kahraman S. Aksu, Kamran Zikaria, Nazim S. Gruda

“…These findings underline the specific nutritional benefits of different biostimulants, offering valuable insights for optimizing tomato cultivation practices to yield produce with enhanced health-promoting properties.…”
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Prediction of Highway Tunnel Pavement Performance Based on Digital Twin and Multiple Time Series Stacking by Gang Yu, Shuang Zhang, Min Hu, Y. Ken Wang

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Fabrication and Characterization of Flexible pH Sensors Based on Pulsed Laser-Ablated Graphene/MoS₂ Interdigitated Electrodes by Zhaochi Chen, Chengche Liu, Minh-Quang Tran

“…Precise ablation was achieved under optimized conditions of 4.35 J/cm² laser fluence, a repetition rate of 300 kHz, and a scanning speed of 500 mm/s, enabling the formation of defect-free IDE arrays without substrate damage. …”
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