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ChurnKB: A Generative AI-Enriched Knowledge Base for Customer Churn Feature Engineering
Published 2025-04-01“…Recognizing the importance of domain knowledge and human expertise in feature engineering and building on our previous work, we propose the Customer Churn-related Knowledge Base (ChurnKB) to enhance feature engineering for churn prediction. …”
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262
Habitat-mediated variation in the importance of ecosystem engineers for secondary cavity nesters in a nest web.
Published 2014-01-01“…We, therefore, urge the incorporation of the variation in the quantity and quality of resources provided by ecosystem engineers across habitats into models that assess community dynamics to improve our understanding of the importance of ecosystem engineers in shaping ecological communities.…”
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263
Shared team mental models when using Building Information Models in construction projects
Published 2025-12-01Get full text
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264
(Un)conventional ways of dialogic information retrieval using prompt engineering and the role of AI literacy
Published 2025-05-01“…Strategies aligned with LIS models like berrypicking but exposed training deficiencies. …”
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Hierarchical optimization control strategy of hybrid electric vehicle platoon under communication failure
Published 2025-06-01“…Summary: This research proposes a DRL-based hierarchical optimization control strategy for connected HEV platoons through a cloud platform, addressing strong nonlinearity and communication failure issues. The strategy uses a signal-interference-plus-noise ratio model to detect network failures by considering distance, signal path loss, and wireless interference. …”
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267
Digital Twins’ Application for Geotechnical Engineering: A Review of Current Status and Future Directions in China
Published 2025-07-01“…However, due to the difficulty of modeling, the demand for computing resources, interdisciplinary integration, and other issues, current digital twin applications in geotechnical engineering remain in their nascent stage. …”
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Prompt engineering in ChatGPT for literature review: practical guide exemplified with studies on white phosphors
Published 2025-05-01“…To address these issues, prompt engineering has become a significant task. …”
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KEY CHALLENGES IN HUMAN RESOURCE EDUCATION WITHIN THE ENGINEERING DISCIPLINE DURING THE FOURTH INDUSTRIAL REVOLUTION
Published 2025-07-01“…The proposed model’s effectiveness was compared to the FMEA method, demonstrating its superiority. …”
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Neospora caninum as delivery vehicle for anti-PD-L1 scFv-Fc: A novel approach for cancer immunotherapy
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275
A Data-Driven Approach to Aircraft Engine MRO Using Enhanced ANNs Based on FMECA
Published 2025-01-01“…Validation with real aircraft engine data demonstrates the effectiveness of the ANN-FMECA model, achieving 94.3% accuracy in failure prediction and surpassing conventional methods. …”
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BERT-Residual Quantum Language Model Inspired by ODE Multi-Step Method
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A Critical Analysis of a Hand Orthosis Reverse Engineering and 3D Printing Process
Published 2016-01-01“…However, rapid prototyping (RP) with 3D printers is only the final stage of patient personalized orthotics processes. A reverse engineering (RE) process is in fact essential before RP, to digitize the 3D anatomy of interest and to process the obtained surface with suitable modeling software, in order to produce the virtual solid model of the orthosis to be printed. …”
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Predicting drug-target interactions using machine learning with improved data balancing and feature engineering
Published 2025-06-01“…This study makes several contributions to address these issues, introducing a novel hybrid framework that combines advanced machine learning (ML) and deep learning (DL) techniques. …”
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