Titlebook: Knowledge Science, Engineering and Management; 17th International C Cungeng Cao,Huajun Chen,Yonghao Wang Conference proceedings 2024 The Ed

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Bio-Inspired Feature Selection via an Improved Binary Golden Jackal Optimization Algorithmpposition-based learning, a local search strategy with feature aggregation and a global search factor with dynamic movement to enhance the performance in solving feature selection problems. Simulation experiments based on 16 classical data sets in the UC Irvine Machine Learning Repository are conduc

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Dynamic Reliability-Optimised and Energy-Efficient Scheduling Algorithms in Heterogeneous Multi-core-OREES. To test the generality of DTRD algorithm, we also combined DTRD algorithm with the existing EFSRG algorithm as D-EFSRG algorithm. In the experimental part, the simulation scheduling results of FFT applications, GE applications and random applications show that the dynamic scheduling algorith

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DVDNER: Dual-View Learning Named Entity Recognition via Diffusionte challenges of recognizing entities in diverse contexts. (2) Rooted in a dual-view learning paradigm, DVDNER effectively merges the understanding of individual entities with their broader sentence-level contexts. This integration is key to capturing the essential contextual information for precise

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Achieving Universal Fairness in Machine Learning: A Multi-objective Optimization Perspectivehe optimal weights at rate .. Empirically, extensive experiments conducted on three real-world datasets validate that our UFair efficiently optimizes different fairness constraints alongside utility goals simultaneously.

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