I-AIR: intention-aware travel itinerary recommendation via multi-signal fusion and spatiotemporal constraints by Xiao Cui, Zhihua Wang, Ping Li, Qiang Xu

“…Additionally, many approaches decouple POI selection from itinerary construction and depend heavily on limited behavioral signals, failing to capture richer feedback such as ratings, dwell times, or click histories. To address these limitations, we propose an intention-aware deep learning framework that integrates diverse user signals into a unified itinerary planning model. …”
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Probing the Impact of Seed Coat Removal on the Germination Performance of Bitter Gourd (<i>Momordica charantia</i>) Using an Image Analyzer by Roopashree Byregowda, Nethra Nagarajappa, Kadurappa Madhusudan, Thimmappa Krishnappa Nagarathna, Sharankumar Ashok Kesaratagi

“…This was shown as a correlation between the mean germination rate and the perimeter of seeds.…”
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Visible Light Channel Modeling for Gas Pipelines by Farshad Miramirkhani, Murat Uysal, Omer Narmanlioglu, Mohamed Abdallah, Khalid Qaraqe

“…We further investigate the maximum achievable link range to ensure a given bit error rate.…”
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Genetic evolution, epidemic trends, and recombination dynamics of PRRSV-1 in China by Chengzhen Weng, Chengzhen Weng, Chengzhen Weng, Xinxin Huang, Xinxin Huang, Xinxin Huang, Zhian Chen, Zhian Chen, Minjia He, Minjia He, Minjia He, Beiwen Zhang, Beiwen Zhang, Beiwen Zhang, Hongxi Li, Hongxi Li, Hongxi Li, Jingrui Xie, Jingrui Xie, Meichun Chen, Meichun Chen, Meichun Chen, Longxin Qiu, Longxin Qiu, Xiaobing Li, Xiaobing Li, Chong Cao, Chong Cao, Hongbo Chen, Hongbo Chen

“…The persistent threat of porcine reproductive and respiratory syndrome virus (PRRSV) to the global swine industry is exacerbated by the virus’s high mutation rate and frequent recombination events. In China, the emergence of new PRRSV-1 strains in recent years has posed a significant challenge to the sustainability of pork production. …”
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Bifurcation analysis of multistability and hysteresis in a model of HIV infection by I. V. Mironov, M. Yu. Khristichenk, Yu. M. Nechepurenko, D. S. Grebennikov, G. A. Bocharov

“…The macrophage activation rate constant is considered as a bifurcation parameter. …”
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Cervical malignant peripheral nerve sheath tumors: A case report and literature review by SUN Shuohui, LIU Qinyao, MA Junli, LI Xiao, WANG Zhifa

“…As a kind of tumor with a high degree of malignancy, the recurrence rate of MPNST is determined by the design of surgical method, the size of resection, and whether to further radiotherapy and chemotherapy after surgery.…”
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SOH Estimation Method for Lithium-Ion Batteries Using Partial Discharge Curves Based on CGKAN by Shengfeng He, Wenhu Qin, Zhonghua Yun, Chao Wu, Chongbin Sun

“…Next, a SOH estimation framework based on the CGKAN model is developed, where 1-Dimensional-Convolutional Neural Networks (1D-CNN) are used to extract deep features from the original data, Bidirectional Gated Recurrent Unit (BiGRU) captures the bidirectional dependencies of the time series, and Kolmogorov–Arnold Networks (KAN) enhances the modeling of complex nonlinear features through its nonlinear mapping capabilities, thereby improving the accuracy of SOH estimation. …”
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A clustering-based federated deep learning approach for enhancing diabetes management with privacy-preserving edge artificial intelligence by Xinyi Yang, Juan Li

“…We develop tailored models that enhance prediction accuracy by clustering patients based on carbohydrate (CHO) intake patterns. Utilizing Simple Recurrent Neural Network (SimpleRNN) and Gated Recurrent Unit (GRU) methods, the study evaluates the performance of local patients who contribute to training the cluster and global (non-cluster) models. …”
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Optimization of off-centered lens parameters in high-power stimulated Brillouin-scattering phase-conjugation mirror by Hongli Wang, Hongli Wang, Chaoshuai Liu, Tianrun Jiang, Kaiyang Li

“…This study can provide valuable experimental references for the application of SBS-PCMs in high power and high-repetition rate laser systems.…”
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Maternal asthma and newborn DNA methylation by Casper-Emil Tingskov Pedersen, Thanh T. Hoang, Jianping Jin, Anna Starnawska, Raquel Granell, Hannah R. Elliott, Anke Huels, Heather J. Zar, Dan J. Stein, Yining Zhang, Herman T. den Dekker, Liesbeth Duijts, Janine F. Felix, Júlia Sangüesa, Mariona Bustamante, Maribel Casas, Martine Vrijheid, Latha Kadalayil, Faisal I. Rezwan, Hasan Arshad, John W. Holloway, Stefan Röder, Ana C. Zenclussen, Gunda Herberth, Nicklas Heine Staunstrup, Henriette Thisted Horsdal, Jonathan Mill, Eilis Hannon, iPSYCH-MINERvA Group, Isabella Annesi-Maesano, Giancarlo Pesce, Nour Baïz, Barbara Heude, Sahra Hosseinian-Mohazzab, Carrie V. Breton, Sophia Harlid, Justin Harbs, Magnus Domellof, Christina West, Edwina Yeung, Xuehuo Zeng, Wenche Nystad, Siri E. Håberg, Maria C. Magnus, Diana Schendel, Stephanie J. London, Klaus Bønnelykke

“…Results We identified 27 CpGs associated with maternal asthma during pregnancy at False Discovery Rate < 0.05 but none for maternal asthma ever. Two distinct CpGs were associated with paternal asthma. …”
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TIME SERIES MODELING OF NATURAL GAS FUTURE PRICE WITH FUZZY TIME SERIES CHEN, LEE AND TSAUR by Dodi Devianto, Aulia Zuardin, Maiyastri Maiyastri

“…The three FTS methods have good performance of accuracy for this time series data, where FTS Tsaur as fuzzy times series approach with average based method shows the best results with the smallest error rate to the data of natural gas future price.…”
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Cancer incidence over the last decade in Omsk and Orenburg regions: a descriptive study by N. G. Shirlina, A. S. Vyaltsin, V. L. Stasenko, A. V. Klimushkin

“…Average long-term standardized incidence rate of malignancies in Omsk and Orenburg regions was 276,5 0/0000 and 273,0 0/0000, respectively. …”
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Theoretical Regulations and Institutional Features of Financing Arts by N. A. Burakov, O. A. Slavinskaya

“…There have been confirmed such symptoms of Baumol’s cost disease as: labor productivity in cultural organizations lagging behind the average regional rate, super-inflationary growth for ticket prices in theaters, and catch-up wage growth in the theater in relation to the average wage level in the region. …”
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A Compact Penta-Band Low-SAR Antenna Loaded with Split-Ring Resonator for Mobile Applications by M. Manikandan, S. Karthigai Lakshmi

“…The antenna is also analyzed for the SAR (specific absorption rate) values, and it was found to be less than 2 W/kg for 10 g volume of tissue. …”
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Eradication Therapy - Recent Trend in Research by Heung Up Kim

“…However, as drug exposure increases, the resistance rate to some antibiotics increases, and the pattern of antibiotic resistance varies from region to region. …”
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MODERN ACHIEVEMENTS IN EARLY NEONATAL FEEDING OF PRETERM INFANTS by L.I. Zakharova, N.S. Kol'tsova

“…Using a special formula with prebiotics on this category of infants, therefore, provides optimal rate of body weight growth and models protein lipid metabolism in blood serum after the anabolic pattern. …”
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Effects of Splitting Airfoil’s Aspect Ratio on the Control of Separation and Loss Distribution in a Distortion Generator by M. Hassani, M. Bazazzadeh, M. D. Manshadi

“…It has appeared that combined loss pattern of the triple arrangement of the airfoils can be reconstructed from dual arrangement, and it can be reproduced from a single pattern in a hierarchical process. …”
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CRYPTOCURRENCY TIME SERIES FORECASTING MODEL USING GRU ALGORITHM BASED ON MACHINE LEARNING by Melina Melina, Sukono Sukono, Herlina Napitupulu, Norizan Mohamed, Yulison Herry Chrisnanto, Asep ID Hadiana, Valentina Adimurti Kusumaningtyas

“…The high fluctuation and volatility of cryptocurrency prices and the complexity of non-linear relationships in data patterns attract investors and researchers who want to develop accurate cryptocurrency price forecasting models. …”
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Consensus-Driven Development of an Exercise Base Manual Programme for Prediabetic Patients: A Delphi Study by Hafeez S, Shakil-Ur-Rehman S, Riaz S, Hafeez S, Hafeez JS, Mumtaz H

“…Initial recommendations were rated by panalists through a 5-point Likert scale. …”
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Acute health effects of ambient air pollution including ultrafine particles in a semi-experimental setting in young, healthy individuals by Elisabeth Folwarczny, Felix Forster, Rudolf A. Jörres, Stefan Rakete, Sheng Ye, Mark Wenig, Nadine Gawlitta, Jürgen Schnelle-Kreis, Richard Winterhalter, Alexander Müller, Dennis Nowak, Stefan Karrasch

“…Results The sites showed the planned pattern of exposure levels but with large overlap. …”
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