Multimodal Learning for Traffic Risk Prediction: Combining Aerial Imagery With Contextual Data by Hanlin Tian, Yuxiang Feng, Mohammed Quddus, Yiannis Demiris, Panagiotis Angeloudis

“…Using DeepLabV3+, UNet++, and SegFormer as baseline models, we demonstrate that combining building and traffic data enhances prediction accuracy compared to models relying solely on visual data. …”
Get full text

Multispectral Sensors and Machine Learning as Modern Tools for Nutrient Content Prediction in Soil by Rafael Felippe Ratke, Paulo Roberto Nunes Viana, Larissa Pereira Ribeiro Teodoro, Fábio Henrique Rojo Baio, Paulo Eduardo Teodoro, Dthenifer Cordeiro Santana, Carlos Eduardo da Silva Santos, Alan Mario Zuffo, Jorge González Aguilera

Get full text

Enhanced AdaBoostM1 with Multilayer Perceptron for Stock Price Prediction by Rebwar Mala Nabi, Soran AB. Saeed, Habibollah Haron

Get full text

Semi-Supervised Learning via Cross-Prediction-Powered Inference for Wireless Systems by Houssem Sifaou, Osvaldo Simeone

Get full text

Leveraging Cross-Project Similarity for Data Augmentation and Security Bug Report Prediction by Jinfeng Ji, Geunseok Yang

Get full text

A Review of Traffic Flow Prediction Methods in Intelligent Transportation System Construction by Runpeng Liu, Seong-Yoon Shin

Get full text

Machine learning study on predicting depressive symptoms and genetic correlations in Parkinson’s disease by Haijun Zhang, Yifan Zhang, Guihua Li, Guihua Li

Get full text

Machine Learning Applications for Predicting High-Cost Claims Using Insurance Data by Esmeralda Brati, Alma Braimllari, Ardit Gjeçi

Get full text

An experimental study and prediction of dynamic deformation of wind turbine blade based on DIC by Jing Jia, Liru Zhang, Wei Gao, Tong Qiu, YuQi Hou, Jianwen Wang

Get full text

Software Defect Prediction Using Extreme Gradient Boosting(XGBoost) with Tune Hyperparameter by Tariq AL-Hadidi, Safwan Omar Hasoon

Get full text

Braking control strategy of distributed electric vehicle based on vehicle velocity prediction by Meiying Li, Chengxin Li, Xuebo Li, Shu Wang, Xuan Zhao

Get full text

Machine learning-based prediction of speed of sound in fatty acid ethyl esters by Kusum Yadav, Shahad Almansour, Lulwah M. Alkwai, Anupam Yadav, Mehrdad Mottaghi

Get full text

Differential genetic susceptibility to child risk at birth in predicting observed maternal behavior. by Keren Fortuna, Marinus H van Ijzendoorn, David Mankuta, Marsha Kaitz, Reut Avinun, Richard P Ebstein, Ariel Knafo

Get full text

Short-Term Power Load Prediction of VMD-LSTM Based on ISSA Optimization by Shuai Wu, Huafeng Cai

Get full text

Comparison of Linear Regression and Polynomial Regression for Predicting Rice Prices in Lhokseumawe City by Muhammad Iqbal, Rozzi Kesuma Dinata, Rizki Suwanda

Get full text

Development and external validation of a nomogram for the early prediction of acute kidney injury in septic patients: a multicenter retrospective clinical study by Qin-Yue Su, Wen-Jie Chen, Yan-Jun Zheng, Wen Shi, Fang-Chen Gong, Shun-Wei Huang, Zhi-tao Yang, Hong-Ping Qu, En-Qiang Mao, Rui-Lan Wang, Du-Ming Zhu, Gang Zhao, Wei Chen, Sheng Wang, Qian Wang, Chang-Qing Zhu, Gao Yuan, Er-Zhen Chen, Ying Chen

Get full text

Tuberculosis disease burden in China: a spatio-temporal clustering and prediction study by Jingzhe Guo, Ce Liu, Fang Liu, Erkai Zhou, Runxue Ma, Ling Zhang, Bin Luo

Get full text

Pro‐adrenomedullin as an independent predictive biomarker for heart failure in atrial fibrillation and flutter by Gaifeng Hu, Xiaodong Peng, Liu He, Yiwei Lai, Nian Liu, Xin Li, Caihua Sang, Jianzeng Dong, Changsheng Ma

Get full text

A Deep Learning Approach for General Aviation Trajectory Prediction Based on Stochastic Processes for Uncertainty Handling by Houru Hu, Ye Yuan, Qingwen Xue

Get full text

Contrast and Predictability of Island‐Scale El Niño Influences on Hawaii Wave Climate by Sen Zhao, Ning Li, Fei‐Fei Jin, Kwok Fai Cheung, Zhaoqing Yang

Get full text