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Compression Index Regression of Fine-Grained Soils with Machine Learning Algorithms
Published 2024-09-01Get full text
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Pattern-Based Feature Extraction for Improved Deep Learning in Financial Time Series Classification
Published 2025-01-01Get full text
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A Novel Discrete Time Series Representation With De Bruijn Graphs for Enhanced Forecasting Using TimesNet
Published 2025-01-01“…This method harnesses the capability of dBGs to encapsulate and project future states from historical sequences, thus enhancing predictive analytics in time series. Our approach is multi-faceted, involving: 1) encoding time series data as a dBG; 2) the application of graph representation learning, specifically struct2vec, to distill salient features from dBG constructed from time series and 3) the seamless integration of these extracted features into the state of the art TimesNet model to bolster short-term forecasting accuracy. …”
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Predictors of Successful Testicular Sperm Extraction: A New Era for Men with Non-Obstructive Azoospermia
Published 2024-11-01Get full text
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The Relevance of the Frankfurt Triangle for Critical Media Literacy and Digital Citizenship
Published 2025-06-01Get full text
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Impact of human resources in the creative sphere on economic development
Published 2025-07-01Get full text
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Deep Learning for Medical Image Analysis Applications in Disease Detection and Diagnosis
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Why issue green bonds? Examining their dual impact on environmental protection and economic benefits
Published 2024-12-01Get full text
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ADAPTING TO A CHANGING WORLD: STRATEGIES FOR MITIGATING THE GLOBAL CONSEQUENCES OF CLIMATE CHANGE
Published 2024-09-01Get full text
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