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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Multi-omics analysis of Taiwanofungus gaoligongensis: effects of different cultivation methods on secondary metabolites by Tingwen He, Tingwen He, Tingwen He, Xiaolong Yuan, Liangjun Xiao, Tanggeran Hu, Yi Wang, Xiaolei Zhao, Xiaolei Zhao, Xiaolei Zhao, Lu Li, Lu Li, Chengbo Peng, Chengbo Peng, Chengbo Peng, Hongling Zhang, Hongling Zhang, Hongling Zhang, Yuan Zheng, Yuan Zheng, Yuan Zheng, Yuan Zheng

“…In particular, the expression of TgHMGR was markedly higher in NZJB than in XZJB and DM, correlating with the elevated terpenoids and triterpenoids levels, suggesting that TgHMGR may act as a key rate-limiting enzyme in the terpenoid biosynthesis pathway of T. gaoligongensis. …”
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D4Care: A Deep Dynamic Memory-Driven Cross-Modal Feature Representation Network for Clinical Outcome Prediction by Binyue Chen, Guohua Liu

“…In addition, we also introduce a memory-aware constrained layer normalization to alleviate the challenges of multi-modal feature heterogeneity. Besides, we use gating mechanisms and dynamic memory components to enable the model to learn feature information of different historical-current patterns, further improving the model’s performance. …”
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Critical review of healthcare financing and a survey of system quality perception among healthcare users in Nigeria (2010-2023). by Blessing Osagumwendia Josiah, Emmanuel Chukwunwike Enebeli, Brontie Albertha Duncan, Prisca Olabisi Adejumo, Chinelo Cleopatra Josiah, Lordsfavour Anukam, Muhammad Baqir Shittu, France Ncube, Kelechi Eric Alimele, Mercy Emmanuel, Oyinye Prosper Martins-Ifeanyi, Fawole Israel Opeyemi, Oluwadamilare Akingbade, Abosede Peace Adebayo, Busiroh Mobolape Ibraheem, Ubiebo Ataisi Ekenekot, Mudiaga Sidney Edafiejire, Solomon Oluwaseun Olukoya, Ufuomaoghene Jemima Mukoro, Siyouneh Baghdasarian, Joy Chioma Obialor, Gloria Oluwakorede Alao, Blessing Onyinye Obialor, Ndidi Louis Otoboyor, Oghosa Gabriel Josiah, Joshua Okonkwo, Precious Ebinehita Imoyera, Ajao Adewale Gbolabo, Blessing Chiamaka Nganwuchu, Olukayode Joseph Oladimeji, Timothy Wale Olaosebikan, Marios Kantaris

“…Results show that the average rating of healthcare experiences did not vary significantly over the last decade. …”
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Examining a brief web and longitudinal app-based intervention [Wysa] for mental health support in Singapore during the COVID-19 pandemic: mixed-methods retrospective observational... by Chaitali Sinha, Dyuthi Dinesh, Creighton Heaukulani, Ye Sheng Phang

“…Users who used the longitudinal intervention after first using a brief intervention demonstrated significantly higher engagement and retention (P < 0.001). In user ratings received for mindline.sg (n = 8,959), 83.03% rated the app 3 or higher (out of 5) on helpfulness. 91.6% of the users (n = 862) who attempted cognitive restructuring (n = 790) on the app successfully reframed a thought. …”
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AI usage among medical students in Palestine: a cross-sectional study and demonstration of AI-assisted research workflows by Mahmoud Yousef, Salahaldeen Deeb, Khaled Alhashlamon

“…Time management was highly rated (mean score: 4.6, SD = 0.5), highlighting AI's ability to automate repetitive tasks. …”
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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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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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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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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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