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Machine learning

Adaptive and multi-scale feature fusion for Chinese news headline classification

Yumin Yan

Risk assessment of civil aviation cabin safety incidents based on the CNN–LSTM–Attention model

Lianbin Zhou, Xi Wang, Weiwei Jiang, Peiwen Zhang

A taxonomy for detecting and preventing temporal data leakage in machine learning-based build prediction: A dual-platform empirical validation

Lalit Narayan Mishra, Amit Rangari, Sandesh Nagrare, Saroj Kumar Nayak

Determinants of maternal postnatal care utilization in Bangladesh: A machine learning and SHAP-based analysis of BDHS 2022 data

Amartay Kumar Dhar, Sharmin Akther, Farhana Akter Bina

MixNet: A scale-adaptive method for multivariate time series forecasting

Xinhan Wang, Bowen Zhao

How do recommender systems learn political opinions? A semi-synthetic step-by-step experiment

Tim Faverjon, Jean-Philippe Cointet, Pedro Ramaciotti

A hybrid machine learning and explainable AI framework for optimizing risk-based authentication

K. Sasikumar, Sivakumar Nagarajan

MAPUNet: Multi-scale attention for InSAR phase unwrapping in mining areas

Baojing Zhang, Wenfu Yang, [ ... ], Yufei Zhang

LeafDet: A lightweight and interpretable deep learning framework for tomato leaf disease detection

Vaskor Mostafa, Md. Shafak Shahriar Sozol, M. Rubaiyat Hossain Mondal

Research on a financial fraud identification model by fusing a convolutional neural network

Haiyan Lu, Shuhe Zhu, Yajing Zhang, Ruyi Lv

Machine learning reveals microbiome differences by periodontitis severity

Soo Hyun Seo, Jae Won Lee, [ ... ], Kyoung Un Park

Data assimilation approach for addressing incompleteness in pedestrian flow measurement techniques using particle filter

Ryo Murata, Kenji Tanaka

Identifying and validating ITGB2 and HNRNPAB as diagnostic biomarkers in chronic obstructive pulmonary disease using bioinformatics and Integrated Machine Learning Methods

Fengjun Zhang, Hui Li, [ ... ], Wei Zhang

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