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Publication search results
found 2,338 matches
- 2024
- Mohammad Afzal, Shanur Rahman, Disha Singh, Ale Imran:
Cross-Sector Application of Machine Learning in Telecommunications: Enhancing Customer Retention Through Comparative Analysis of Ensemble Methods. IEEE Access 12: 115256-115267 (2024) - Sara Bagherzadeh, Ahmad Shalbaf, Afshin Shoeibi, Mahboobeh Jafari, Ru San Tan, U. Rajendra Acharya:
Developing an EEG-Based Emotion Recognition Using Ensemble Deep Learning Methods and Fusion of Brain Effective Connectivity Maps. IEEE Access 12: 50949-50965 (2024) - Zari Farhadi, Mohammad-Reza Feizi-Derakhshi, Hossien Bevrani, Wonjoon Kim, Muhammad Fazal Ijaz:
ERDeR: The Combination of Statistical Shrinkage Methods and Ensemble Approaches to Improve the Performance of Deep Regression. IEEE Access 12: 33361-33383 (2024) - Huimin Gao, Yi Lu, Ruisheng Diao, Jing Zhang, Zhanning Liu, Ao Zhao:
A Novel Ensemble Learning-Based Method for Online Total Transfer Capability Assessment of New Power System With Increased Stochastics. IEEE Access 12: 120512-120523 (2024) - George Obaido, Blessing Ogbuokiri, Chidozie Williams Chukwu, Fadekemi Janet Osaye, Oluwaseun Francis Egbelowo, Mark Izuchukwu Uzochukwu, Ibomoiye Domor Mienye, Kehinde D. Aruleba, Mpho Primus, Okechinyere J. Achilonu:
An Improved Ensemble Method for Predicting Hyperchloremia in Adults With Diabetic Ketoacidosis. IEEE Access 12: 9536-9549 (2024) - Pateel G. P, Kedarnath Senapati, Abhishek Kumar Pandey:
A Novel Decision Level Class-Wise Ensemble Method in Deep Learning for Automatic Multi-Class Classification of HER2 Breast Cancer Hematoxylin-Eosin Images. IEEE Access 12: 46093-46103 (2024) - Hao Wen, Jie Xiao, Guangxiang Xie:
Real-Time Prewarning Method of Subway Turnout Jamming Failure Based on Short-Term Load Prediction and Ensemble LVQ Learning. IEEE Access 12: 109861-109876 (2024) - Wei Li, Kai Zhang, Chunpeng Zhang, Qiang Wang, Yi Zhang:
An Adaptive Indicator Optimization Ensemble Empirical Mode Decomposition Method and Its Application on the Denoising of BeiDou B1I Signal. Autom. Control. Comput. Sci. 58(3): 336-345 (2024) - Yang Xie, Shangshang Gao, Chaoyong Zhang, Jinfeng Liu:
Tool wear state recognition and prediction method based on laplacian eigenmap with ensemble learning model. Adv. Eng. Informatics 60: 102382 (2024) - Yanfei Li, Zhao He, Hui Liu:
A stacking-based ensemble prediction method for multiobjective aerodynamic optimization of high-speed train nose shape. Adv. Eng. Softw. 191: 103624 (2024) - Aniket Deroy, Kripabandhu Ghosh, Saptarshi Ghosh:
Ensemble methods for improving extractive summarization of legal case judgements. Artif. Intell. Law 32(1): 231-289 (2024) - Xiaonan Si, Lei Wang, Wenchang Xu, Biao Wang, Wenbo Cheng:
Highly Imbalanced Classification of Gout Using Data Resampling and Ensemble Method. Algorithms 17(3): 122 (2024) - Jianbin Huang, Qinglin Tan, Ruijie Qi, He Li:
RELight: a random ensemble reinforcement learning based method for traffic light control. Appl. Intell. 54(11-12): 95-112 (2024) - Yuxuan Wu, Guikai Guo, Huanhuan Gao:
ELM: a novel ensemble learning method for multi-target regression and multi-label classification problems. Appl. Intell. 54(17-18): 7674-7695 (2024) - Jun Guo, Dapeng Li, Baigang Du:
A stacked ensemble method based on TCN and convolutional bi-directional GRU with multiple time windows for remaining useful life estimation. Appl. Soft Comput. 150: 111071 (2024) - Thi-Thu-Huong Le, Yeongjae Shin, Myeongkil Kim, Howon Kim:
Towards unbalanced multiclass intrusion detection with hybrid sampling methods and ensemble classification. Appl. Soft Comput. 157: 111517 (2024) - Shaowei Rao, Guoping Zou, Shiyou Yang, Sami Barmada:
A feature selection and ensemble learning based methodology for transformer fault diagnosis. Appl. Soft Comput. 150: 111072 (2024) - Xiaohan Yuan, Chuan Sun, Shuyu Chen:
A clustering-based adaptive undersampling ensemble method for highly unbalanced data classification. Appl. Soft Comput. 159: 111659 (2024) - Yuan Zhao, Weiguo Zhang, Xue Gong, Xiufeng Liu:
Carbon futures return forecasting: A novel method based on decomposition-ensemble strategy and Markov process. Appl. Soft Comput. 163: 111869 (2024) - Nikola Andelic:
Improvement of pulsars detection using dataset balancing methods and symbolic classification ensemble. Astron. Comput. 47: 100801 (2024) - Marko Durasevic, Domagoj Jakobovic:
Heuristic Ensemble Construction Methods of Automatically Designed Dispatching Rules for the Unrelated Machines Environment. Axioms 13(1): 37 (2024) - Melpomeni Kasapi, Kexin Xu, Timothy M. D. Ebbels, Declan P. O'Regan, James S. Ware, Joram M. Posma:
LAVASET: Latent Variable Stochastic Ensemble of Trees. An ensemble method for correlated datasets with spatial, spectral, and temporal dependencies. Bioinform. 40(3) (2024) - Elif Kevser Topuz, Yasin Kaya:
SUPER-COUGH: A Super Learner-based ensemble machine learning method for detecting disease on cough acoustic signals. Biomed. Signal Process. Control. 93: 106165 (2024) - R. J. Kuo, Cian-Ying Wu, Timothy Kuo:
An ensemble method with a hybrid of genetic algorithm and K-prototypes algorithm for mixed data classification. Comput. Ind. Eng. 190: 110066 (2024) - Biplab Biswas, Nishith Kumar, Masahiro Sugimoto, Md. Aminul Hoque:
scHD4E: Novel ensemble learning-based differential expression analysis method for single-cell RNA-sequencing data. Comput. Biol. Medicine 178: 108769 (2024) - Dilan Lasantha, Sugandima Vidanagamachchi, Sam Nallaperuma:
CRIECNN: Ensemble convolutional neural network and advanced feature extraction methods for the precise forecasting of circRNA-RBP binding sites. Comput. Biol. Medicine 174: 108466 (2024) - Seyed Ehsan Roshan, Jafar Tanha, Mahdi Zarrin, Alireza Fakhim Babaei, Haniyeh Nikkhah, Zahra Jafari:
A deep ensemble medical image segmentation with novel sampling method and loss function. Comput. Biol. Medicine 172: 108305 (2024) - Jing Zhang, Dong Liu, Weihai Chen, Zhongcai Pei, Jianhua Wang:
Boosting lower-limb motor imagery performance through an ensemble method for gait rehabilitation. Comput. Biol. Medicine 169: 107910 (2024) - Yafang Yang, Bin Guo, Kaixing Zhao, Yunji Liang, Nuo Li, Zhiwen Yu:
MELPD-Detector: Multi-level ensemble learning method based on adaptive data augmentation for Parkinson disease detection via free-KD. CCF Trans. Pervasive Comput. Interact. 6(2): 182-198 (2024) - Süleyman Çeven, Ahmet Albayrak:
Traffic accident severity prediction with ensemble learning methods. Comput. Electr. Eng. 114: 109101 (2024)
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