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Machine learning

Why we need dedicated insect microphones - A comparison between measurement and MEMS microphone arrays highlights gap in available hardware

Jelto Branding, Dieter von Hörsten, [ ... ], Eberhard Hartung

Air quality index prediction using machine learning regression models: A comparative analysis

Fiaz Majeed, Sana Saleha, [ ... ], Arshad Ahmad

Integrative analyses reveal the evolution of the Old World Swallowtail in the Palearctic

Valentina Todisco, Jennifer F. Hoyal Cuthill, [ ... ], Vazrick Nazari

A unified framework for interpretable elevator fault diagnosis and predictive maintenance via style-aware CoT fine-tuning

Yuhao Wang, Junjie Huang, Qiang Zhang

Effects of 5D built environment and non-built-environment factors on injury crash risk: An interpretable machine learning analysis

Wenfang Li, Xingchen Zhang, Sen Cao

Enhancing medical Q&A systems with multimodal knowledge graphs and dual-layer attention mechanisms

Guoqiang Qiu, Qingni Yuan, [ ... ], Wei Jia

Pollution removal efficiency enhancement by agricultural biomass additions in constructed wetlands: A framework integrating meta-analysis with explainable machine learning

Wenjie Li, Jian Wang, [ ... ], Jinliang Huang

Stylistic analysis of translated languages: A perturbation-based XAI deep learning framework

Dan Feng Huang, Dennis Tay

SST subseasonal-to-seasonal forecasting: A heterogeneous three-path fusion model with wavelet decomposition

Xiao Chen, Yihao Wang, Jing Chen, MingXin Liu

Diagnostic performance of machine learning models based on dual-phase ⁹⁹mTc-MIBI SPECT/CT semiquantitative parameters for differentiating benign and malignant pulmonary nodules

Kun Zhang, Xin Zhou, [ ... ], Yuzhuo Xing

Development of a predictive model for PM_2.5 over the greater Athens metropolitan area, Greece, at a 1 km by 1 km grid using satellite measurements and machine learning methods

Seyong Chang, Evangelia Samoli, [ ... ], Petros Koutrakis

Investigating tryptophan metabolism in colorectal cancer using Single-cell RNA sequencing based on machine learning techniques

Chen Zepeng, Wang Xingchen, Xiao Changfang, Cao Yongqing

Data-driven prediction and thermodynamic performance assessment of industrial cooling towers using advanced machine learning algorithms

Syed Rehman Jamil, Adeel Shehzad, [ ... ], Yasser Fouad

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