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Publication search results
found 889 matches
- 2024
- Hisashi Shimodaira:
Improving Prediction Accuracy of Semantic Segmentation Methods Using Convolutional Autoencoder Based Pre-processing Layers. Adv. Artif. Intell. Mach. Learn. 4(2): 2369-2386 (2024) - Xi Fang, Hui Yang, Ding Ding, Wenbin Gao, Lei Zhang, Yilong Wang, Liu Shi:
Enhancing App Usage Prediction Accuracy With GCN-Transformer Model and Meta-Path Context. IEEE Access 12: 53031-53044 (2024) - Abbas Jafar, Myungho Lee:
High Accuracy COVID-19 Prediction Using Optimized Union Ensemble Feature Selection Approach. IEEE Access 12: 122942-122958 (2024) - Hajiar Yuliana, Iskandar, Hendrawan:
Comparative Analysis of Machine Learning Algorithms for 5G Coverage Prediction: Identification of Dominant Feature Parameters and Prediction Accuracy. IEEE Access 12: 18939-18956 (2024) - Mohammed Zagane, Mamdouh Alenezi:
Enhancing Software Co-Change Prediction: Leveraging Hybrid Approaches for Improved Accuracy. IEEE Access 12: 68441-68452 (2024) - Yang Yi, Anqi Zhang, Xiaojun Liu, Di Jiang, Yi Lu, Bin Wu:
Digital twin-driven assembly accuracy prediction method for high performance precision assembly of complex products. Adv. Eng. Informatics 61: 102495 (2024) - Yuan Huang, Cheng-Tien Tsao, Tianyu Shen, Hee-Hyol Lee:
Neural-network-driven method for optimal path planning via high-accuracy region prediction. Artif. Life Robotics 29(1): 12-21 (2024) - Mihailo Todorovic, Nemanja Stanisic, Miodrag Zivkovic, Nebojsa Bacanin, Vladimir Simic, Erfan Babaee Tirkolaee:
Improving audit opinion prediction accuracy using metaheuristics-tuned XGBoost algorithm with interpretable results through SHAP value analysis. Appl. Soft Comput. 149(Part A): 110955 (2024) - Jun Teng, Tingting Zhai, Xinyi Zhang, Changheng Zhao, Wenwen Wang, Hui Tang, Dan Wang, Yingli Shang, Chao Ning, Qin Zhang:
Improving multi-population genomic prediction accuracy using multi-trait GBLUP models which incorporate global or local genetic correlation information. Briefings Bioinform. 25(4) (2024) - Yi-Heng Zhu, Zi Liu, Yan Liu, Zhiwei Ji, Dong-Jun Yu:
ULDNA: integrating unsupervised multi-source language models with LSTM-attention network for high-accuracy protein-DNA binding site prediction. Briefings Bioinform. 25(2) (2024) - Mengxian Jia, Jiaxin Lai, Kan Li, Jiyang Chen, Kelun Huang, Chaohui Ding, Ziwei Fan, Zongjie Yuan, Honglin Teng:
Optimizing prediction accuracy for early recurrent lumbar disc herniation with a directional mutation-guided SVM model. Comput. Biol. Medicine 173: 108297 (2024) - Samah A. Gamel, Sherif S. M. Ghoneim, Yara A. Sultan:
Improving the accuracy of diagnostic predictions for power transformers by employing a hybrid approach combining SMOTE and DNN. Comput. Electr. Eng. 117: 109232 (2024) - Yongho Kim, Jiha Kim, Cheolwoo You, Hyunhee Park:
Integrated indoor positioning methods to optimize computations and prediction accuracy enhancement. Comput. Intell. 40(1) (2024) - Dongchao Ma, Dongmei Wang, Xiaofu Huang, Yuekun Hu, Li Ma:
KEFSAR: A Solar-Aware Routing Strategy For Rechargeable IoT Based On High-Accuracy Prediction. Comput. J. 67(4): 1467-1482 (2024) - Guangwei Xing, Yanrong Guo, Xiaoxuan Chen, Hangzai Luo, Sheng Zhong:
Improving UWB ranging accuracy via multiple network model with second order motion prediction. Clust. Comput. 27(2): 2261-2272 (2024) - Samar Bouazizi, Hela Ltifi:
Enhancing accuracy and interpretability in EEG-based medical decision making using an explainable ensemble learning framework application for stroke prediction. Decis. Support Syst. 178: 114126 (2024) - Alexandra Baicoianu, Cristina Gabriela Gavrila, Cristina Maria Pacurar, Victor-Dan Pacurar:
Fractal interpolation in the context of prediction accuracy optimization. Eng. Appl. Artif. Intell. 133: 108380 (2024) - Sangmin Seo, Jonghwan Choi, Seungyeon Choi, Jieun Lee, Chihyun Park, Sanghyun Park:
Pseq2Sites: Enhancing protein sequence-based ligand binding-site prediction accuracy via the deep convolutional network and attention mechanism. Eng. Appl. Artif. Intell. 127(Part A): 107257 (2024) - Xue Li, Qi-Liang Sun, Yanfei Zhang, Jian Sha, Man Zhang:
Enhancing hydrological extremes prediction accuracy: Integrating diverse loss functions in Transformer models. Environ. Model. Softw. 177: 106042 (2024) - Samar Bouazizi, Hela Ltifi:
Novel diversified echo state network for improved accuracy and explainability of EEG-based stroke prediction. Inf. Syst. 120: 102317 (2024) - Benjamin S. Glicksberg, Prem Timsina, Dhaval Patel, Ashwin Sawant, Akhil Vaid, Ganesh Raut, Alexander W. Charney, Donald Apakama, Brendan G. Carr, Robert Freeman, Girish N. Nadkarni, Eyal Klang:
Evaluating the accuracy of a state-of-the-art large language model for prediction of admissions from the emergency room. J. Am. Medical Informatics Assoc. 31(9): 1921-1928 (2024) - Yajun Lu, Thanh Duong, Zhuqi Miao, Thanh Thieu, Jivan Lamichhane, Abdulaziz Ahmed, Dursun Delen:
A novel hyperparameter search approach for accuracy and simplicity in disease prediction risk scoring. J. Am. Medical Informatics Assoc. 31(8): 1763-1773 (2024) - Shimaa Ouf, Kholoud T. Mahmoud, Manal A. Abdel-Fattah:
A proposed hybrid framework to improve the accuracy of customer churn prediction in telecom industry. J. Big Data 11(1): 70 (2024) - Yuqing Lei, Adam Christian Naj, Hua Xu, Ruowang Li, Yong Chen:
Balancing the efforts of chart review and gains in PRS prediction accuracy: An empirical study. J. Biomed. Informatics 157: 104705 (2024) - Maarten R. Dobbelaere, István Lengyel, Christian V. Stevens, Kevin M. Van Geem:
Geometric deep learning for molecular property predictions with chemical accuracy across chemical space. J. Cheminformatics 16(1): 99 (2024) - Bing Rao, Xuan Yu, Jie Bai, Jun Hu:
E2EATP: Fast and High-Accuracy Protein-ATP Binding Residue Prediction via Protein Language Model Embedding. J. Chem. Inf. Model. 64(1): 289-300 (2024) - Shota Yamanaka:
Sample-size and Repetition Effects on the Prediction Accuracy of Time and Error-rate Models in Steering Tasks. J. Inf. Process. 32: 247-255 (2024) - Zhenhua Huang, Kunhao Li, Yihang Jiang, Zhaohong Jia, Linyuan Lv, Yunjie Ma:
Graph Relearn Network: Reducing performance variance and improving prediction accuracy of graph neural networks. Knowl. Based Syst. 301: 112311 (2024) - Siham El Bahy, Noureddine Aboutabit, Imad Hafidi:
Analysis and prediction of personality traits using a self-generated database of Moroccan instagram users: impact of gender on image content and quantity on prediction accuracy. Multim. Tools Appl. 83(29): 73583-73606 (2024) - Yagya Nath Rimal, Siddhartha Paudel, Navneet Sharma, Abeer Alsadoon:
Machine learning model matters its accuracy: a comparative study of ensemble learning and AutoML using heart disease prediction. Multim. Tools Appl. 83(12): 35025-35042 (2024)
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