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19421
Comprehensive Analysis of Word Embedding Models and Design of Effective Feature Vector for Classification of Amazon Product Reviews
Published 2025-01-01“…The proposed hybrid model shows promising results achieving an accuracy of 88%. The integration of BERT and TF-IDF not only enhances the model’s ability to understand and interpret text but also demonstrates the potential of combining advanced and traditional NLP techniques.…”
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19422
Androgen Receptor-Target Genes in African American Prostate Cancer Disparities
Published 2013-01-01“…To elucidate the molecular mechanisms underlying PCa disparities, we employed an integrative approach combining gene expression profiling and pathway and promoter analyses to investigate differential transcriptomes and deregulated signaling pathways in AA versus CA cancers. …”
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19423
The influence of internal spatial coupling characteristics of blue-green space on cooling benefit in metropolitan areas: Evidence form Hangzhou, China
Published 2025-02-01“…This study uses the area-weighted cooling intensity and the mean land surface temperature to reflect the cooling benefit, and proposes an evaluation system for spatial coupling characteristics including internal scale relationships, distance relationships, and morphological relationships, while considering the built environment and integrated spatial features as control variables. Using stepwise multiple linear regression and geographically weighted regression, the study analyzes the correlation between these characteristics and cooling benefit across four days using 4 global datasets and 16 local datasets. …”
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19424
Mono-HOPE Versus Dual-HOPE in Liver Transplantation: A Propensity Score-Matched Evaluation of Early Graft Outcome
Published 2025-02-01“…Hypothermic oxygenated machine perfusion (HOPE) has become an integral technique to enhance donor graft function in liver transplantation (LiTx). …”
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19425
Performance Analysis of IRS-Assisted Multi-Link FSO System Under Pointing Errors
Published 2024-01-01“…The integration of intelligent reflecting surfaces (IRS) into free-space optical (FSO) communication systems is considered as a promising and innovative approach to overcoming existing challenges due to the strict line-of-sight (LoS) requirements faced by conventional FSO setups, thereby ensuring more flexible and controllable links and expanding the communication coverage area. …”
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19426
Modification of Business Strategy Through The Application of Circular Economy in Coffee Shop Business Units in Pontianak City: Case Study of Four Coffee Shops
Published 2025-01-01“…These strategies are then developed by integrating elements like eco-friendly packaging, recycled materials, and digital technology. …”
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19427
Evaluating the resilience of the drug supply chain based on SWARA and CoCoSo multi criteria decision making approach with type 1 and interval type 2 fuzzy data (case study: Bojnord...
Published 2024-06-01“…Due to linguistic uncertainty, the weighting of the criteria was done with the fuzzy SWARA decision-making method and the ranking of the options for more accurate evaluation was performed by the interval type-2 fuzzy CoCoSo method in Excel software.Findings: The identified criteria in order of importance are knowledge management, agility, readiness and prediction, management method, supply chain design and structure, visibility and control, adaptability, collaboration, complementarity, innovation, complexity management, flexibility, uncertainty in the number of changes, and integration. The top three drug distribution companies are DarouPakhsh, AdoraTeb, and Ferdous, respectively.Originality/Value: The weighting of the criteria indicates which criteria have a greater impact on the resilience of the supply chain. …”
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19428
Mid-infrared spectra of dried and roasted cocoa (Theobroma cacao L.): A dataset for machine learning-based classification of cocoa varieties and prediction of theobromine and caffe...
Published 2025-02-01“…This dataset provides a basis for further research, enabling the integration of mid-infrared spectral data with HPLC (as a standard) to fine-tune machine learning and deep learning models that could be used to simultaneously predict the theobromine and caffeine content, as well as cocoa variety in both dried and roasted cocoa samples using a non-destructive approach based on spectral data. …”
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19429
A Quantum-Classical Collaborative Training Architecture Based on Quantum State Fidelity
Published 2024-01-01“…To address this, existing quantum applications attempt to integrate classical and quantum systems in a hybrid framework. …”
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19430
Health impact (HI-FMEA) decision support application for hospital health technology management
Published 2024-09-01“…The research aims to create an innovative Healthcare Impact Failure Mode and Effects Analysis (Hi-FMEA) framework approach that integrates patient safety in identifying and prioritizing critical failure modes in medical equipment and derive appropriate mitigation strategies for the identified critical failure modes. …”
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19431
Queue Formation and Obstacle Avoidance Navigation Strategy for Multi-Robot Systems Based on Deep Reinforcement Learning
Published 2025-01-01“…To address the challenges associated with initial DRL training, we integrate curriculum learning, which facilitates smoother and faster convergence by gradually increasing task difficulty. …”
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19432
An Aptamer Sensor Based on Alendronic Acid-Modified Upconversion Nanoparticles Combined with Magnetic Separation for Rapid and Sensitive Detection of Thiamethoxam
Published 2025-01-01“…Through base pairing, thiamethoxam-specific aptamer-functionalized MNPs (apt-MNPs) were integrated with complementary DNA-functionalized UCNPs (cDNA-UCNPs) to create the MNPs@UCNPs fluorescence biosensor. …”
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19433
Ultrasound-Assisted Optimal Development and Characterization of Stevia-Sweetened Functional Beverage
Published 2019-01-01“…Nowadays, blend of different fruit juices as functional beverages is highly recommended to retain maximum concentration of nutrients due to their integrated effect against processing, to utilize underconsumed fruits and/or vegetables, and to provide healthy product to the consumer. …”
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19434
Severe outcomes among adults with TB during COVID-19
Published 2024-07-01“…TB programme recovery strategies must be prioritised, and TB management programmes must be integrated into future pandemic responses.…”
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19435
Girth and groomed radius of jets recoiling against isolated photons in lead-lead and proton-proton collisions at sNN=5.02 TeV
Published 2025-02-01“…The analysis uses PbPb and pp data samples with integrated luminosities of 1.7 nb−1 and 301 pb−1, respectively, collected with the CMS experiment in 2018 and 2017. …”
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19436
Dendritic growth and synaptic organization from activity-independent cues and local activity-dependent plasticity
Published 2025-02-01“…How they emerge simultaneously during brain development as neurons become integrated into functional networks is still not mechanistically understood. …”
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19437
Assessment of soil erosion and sediment yield in response to land use and land cover changes using geospatial techniques in Dumuga Watershed, Ethiopia
Published 2025-12-01“…Therefore, implementing integrated land management approaches is essential to safeguarding the watershed’s long-term productivity and resilience.…”
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19438
Impacts of Industrial Wastewater Effluent on Ekerekana Creek and Policy Recommendations for Mitigation
Published 2023-06-01“…Additionally, we advocate for the establishment of collaborative partnerships, community engagement, integrated watershed management, enforcement and compliance, research and innovation, and climate change adaptation and resilience measures. …”
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19439
Zakat-based urban farming: A tool for poverty alleviation, community empowerment, financial inclusion, and food security
Published 2024-03-01“…Drawing upon the principles of Islamic social finance, the model integrates urban farming with the utilization of zakat, charity, and corporate social responsibility funds, offering sustainable financial avenues for disadvantaged individuals and social enterprises. …”
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19440
Improvements of Decision Support Systems for Public Administrations via a Mechanism of Co-creation of Value
Published 2015-04-01“…The procedure foresees the following steps: analyzing organograms and job descriptions; modelling Knowledge, Skills and Attitudes (KSA) for job descriptions; transforming KSAs of job descriptions into a standard-based model with integrations of other characteristics; extracting information from Curricula Vitae according to the selected model; comparing profiles and roles played by the employees. …”
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