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Select item 100549421.

Aversive experience drives offline ensemble reactivation to link memories across days

Yosif Zaki, Zachary T. Pennington, Denisse Morales-Rodriguez, Taylor R. Francisco, Alexa R. LaBanca, Zhe Dong, Sophia Lamsifer, Simón Carrillo Segura, Hung-Tu Chen, Zoé Christenson Wick, Alcino J. Silva, Matthijs van der Meer, Tristan Shuman, André Fenton, Kanaka Rajan, Denise J. Cai

Version 2. bioRxiv. Preprint. 2023 Mar 14 [revised 2023 Aug 19]. doi: 10.1101/2023.03.13.532469

Published in:: Nature. 2024 Nov 6

PMCID:: PMC10054942

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Stacked ensemble deep learning for pancreas cancer classification using extreme gradient boosting

Wilson Bakasa, Serestina Viriri

Front Artif Intell. 2023; 6: 1232640. Published online 2023 Oct 9. doi: 10.3389/frai.2023.1232640

PMCID:: PMC10591225

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Depression assessment using integrated multi-featured EEG bands deep neural network models: Leveraging ensemble learning techniques

Kuo-Hsuan Chung, Yue-Shan Chang, Wei-Ting Yen, Linen Lin, Satheesh Abimannan

Comput Struct Biotechnol J. 2024 Dec; 23: 1450–1468. Published online 2024 Apr 1. doi: 10.1016/j.csbj.2024.03.022

PMCID:: PMC11016871

Abstract Article PDF–7.3M

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Comprehensive hepatotoxicity prediction: ensemble model integrating machine learning and deep learning

Muhammad Zafar Irshad Khan, Jia-Nan Ren, Cheng Cao, Hong-Yu-Xiang Ye, Hao Wang, Ya-Min Guo, Jin-Rong Yang, Jian-Zhong Chen

Front Pharmacol. 2024; 15: 1441587. Published online 2024 Aug 21. doi: 10.3389/fphar.2024.1441587

PMCID:: PMC11373136

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Enhancing bank marketing strategies with ensemble learning: Empirical analysis

Xing Tang, Yusi Zhu

PLoS One. 2024; 19(1): e0294759. Published online 2024 Jan 11. doi: 10.1371/journal.pone.0294759

PMCID:: PMC10783788

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A hybrid explainable ensemble transformer encoder for pneumonia identification from chest X-ray images

Chiagoziem C. Ukwuoma, Zhiguang Qin, Md Belal Bin Heyat, Faijan Akhtar, Olusola Bamisile, Abdullah Y. Muaad, Daniel Addo, Mugahed A. Al-antari

J Adv Res. 2023 Jun; 48: 191–211. Published online 2022 Sep 7. doi: 10.1016/j.jare.2022.08.021

PMCID:: PMC10248870

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Ensemble-Learning Framework for Intrusion Detection to Enhance Internet of Things’ Devices Security

Yazeed Alotaibi, Mohammad Ilyas

Sensors (Basel) 2023 Jun; 23(12): 5568. Published online 2023 Jun 14. doi: 10.3390/s23125568

PMCID:: PMC10305290

Abstract Article PDF–431K

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Supervised ensemble learning methods towards automatically filtering Urdu fake news within social media

Muhammad Pervez Akhter, Jiangbin Zheng, Farkhanda Afzal, Hui Lin, Saleem Riaz, Atif Mehmood

PeerJ Comput Sci. 2021; 7: e425. Published online 2021 Mar 9. doi: 10.7717/peerj-cs.425

PMCID:: PMC7959660

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An ensemble learning model for forecasting water-pipe leakage

Ahmed Ali Mohamed Warad, Khaled Wassif, Nagy Ramadan Darwish

Sci Rep. 2024; 14: 10683. Published online 2024 May 9. doi: 10.1038/s41598-024-60840-x

PMCID:: PMC11082134

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A systematic review of social network sentiment analysis with comparative study of ensemble-based techniques

Dimple Tiwari, Bharti Nagpal, Bhoopesh Singh Bhati, Ashutosh Mishra, Manoj Kumar

Artif Intell Rev. 2023 Apr 12 : 1–55. doi: 10.1007/s10462-023-10472-w [Epub ahead of print]

PMCID:: PMC10091348

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A Powerful Paradigm for Cardiovascular Risk Stratification Using Multiclass, Multi-Label, and Ensemble-Based Machine Learning Paradigms: A Narrative Review

Jasjit S. Suri, Mrinalini Bhagawati, Sudip Paul, Athanasios D. Protogerou, Petros P. Sfikakis, George D. Kitas, Narendra N. Khanna, Zoltan Ruzsa, Aditya M. Sharma, Sanjay Saxena, Gavino Faa, John R. Laird, Amer M. Johri, Manudeep K. Kalra, Kosmas I. Paraskevas, Luca Saba

Diagnostics (Basel) 2022 Mar; 12(3): 722. Published online 2022 Mar 16. doi: 10.3390/diagnostics12030722

PMCID:: PMC8947682

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Action-specialized expert ensemble trading system with extended discrete action space using deep reinforcement learning

JoonBum Leem, Ha Young Kim

PLoS One. 2020; 15(7): e0236178. Published online 2020 Jul 27. doi: 10.1371/journal.pone.0236178

PMCID:: PMC7384672

Abstract Article PDF–6.8M

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Batch normalization followed by merging is powerful for phenotype prediction integrating multiple heterogeneous studies

Yilin Gao, Fengzhu Sun

PLoS Comput Biol. 2023 Oct; 19(10): e1010608. Published online 2023 Oct 16. doi: 10.1371/journal.pcbi.1010608

PMCID:: PMC10602384

Abstract Article PDF–4.5M

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Enhancing the Internet of Medical Things (IoMT) Security with Meta-Learning: A Performance-Driven Approach for Ensemble Intrusion Detection Systems

Mousa Alalhareth, Sung-Chul Hong

Sensors (Basel) 2024 Jun; 24(11): 3519. Published online 2024 May 30. doi: 10.3390/s24113519

PMCID:: PMC11175330

Abstract Article PDF–1.1M

Select item 662250215.

Ensemble-based kernel learning for a class of data assimilation problems with imperfect forward simulators

Xiaodong Luo

PLoS One. 2019; 14(7): e0219247. Published online 2019 Jul 11. doi: 10.1371/journal.pone.0219247

PMCID:: PMC6622502

Abstract Article PDF–5.9M

Select item 1079175616.

Selective ensemble method for anomaly detection based on parallel learning

Yansong Liu, Li Zhu, Lei Ding, Zifeng Huang, He Sui, Shuang Wang, Yuedong Song

Sci Rep. 2024; 14: 1420. Published online 2024 Jan 16. doi: 10.1038/s41598-024-51849-3

PMCID:: PMC10791756

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Zebrafish capable of generating future state prediction error show improved active avoidance behavior in virtual reality

Makio Torigoe, Tanvir Islam, Hisaya Kakinuma, Chi Chung Alan Fung, Takuya Isomura, Hideaki Shimazaki, Tazu Aoki, Tomoki Fukai, Hitoshi Okamoto

Nat Commun. 2021; 12: 5712. Published online 2021 Sep 29. doi: 10.1038/s41467-021-26010-7

PMCID:: PMC8481257

Abstract Article PDF–5.8M

Select item 1029865818.

Ensemble Learning for Disease Prediction: A Review

Palak Mahajan, Shahadat Uddin, Farshid Hajati, Mohammad Ali Moni

Healthcare (Basel) 2023 Jun; 11(12): 1808. Published online 2023 Jun 20. doi: 10.3390/healthcare11121808

PMCID:: PMC10298658

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Select item 1115639819.

Customer churn modeling in telecommunication using a novel multi-objective evolutionary clustering-based ensemble learning

Kaveh Faraji Googerdchi, Shahrokh Asadi, Seyed Mohammadbagher Jafari

PLoS One. 2024; 19(6): e0303881. Published online 2024 Jun 6. doi: 10.1371/journal.pone.0303881

PMCID:: PMC11156398

Abstract Article PDF–4.3M

Select item 1083883520.

Survey of transformers and towards ensemble learning using transformers for natural language processing

Hongzhi Zhang, M. Omair Shafiq

J Big Data. 2024; 11(1): 25. Published online 2024 Feb 4. doi: 10.1186/s40537-023-00842-0

PMCID:: PMC10838835

Abstract Article PDF–2.6M

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Figure 1Hybrid ensemble learning framework.

SaPt-CNN-LSTM-AR-EA, hybrid ensemble learning framework.

SaPt-CNN-LSTM-AR-EA: a hybrid ensemble learning framework for time series-based multivariate DNA sequence prediction

PeerJ. 2023;11:e16192.
Figure 9

Feature importance of semantic segmentation network base models in softmax regression-based ensemble learnings: (a) ensemble learning of FCN-8s and SegNet, (b) ensemble learning of FCN-8s, SegNet, and U-Net, (c) ensemble learning of FCN-8s, SegNet, U-Net, and PSPNet and (d) ensemble learning of FCN-8s, SegNet, U-Net, PSPNet, and DeepLabv3+.

A Performance Improvement Strategy for Concrete Damage Detection Using Stacking Ensemble Learning of Multiple Semantic Segmentation Networks

Sensors (Basel). 2022 May;22(9):3341.
Figure 2

Key Ensemble Learning Method (a) Bagging Ensemble Learning Method (b) Boosting Ensemble Learning Method.

Indoor Human Action Recognition Based on Dual Kinect V2 and Improved Ensemble Learning Method

Sensors (Basel). 2023 Nov;23(21):8921.
Figure 1

Global architecture of GenAI 3.0 (AtheroPoint LLC, CA, USA). SML: Solo machine learning; EML: Ensemble machine learning; SDL: Solo deep learning; HDL: Hybrid deep learning; EDL: Ensemble deep learning.

GeneAI 3.0: powerful, novel, generalized hybrid and ensemble deep learning frameworks for miRNA species classification of stationary patterns from nucleotides

Sci Rep. 2024;14:7154.

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Ensemble learning (91343)
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Homo sapiens mRNA; cDNA DKFZp686M0424 (from clone DKFZp686M0424)
Homo sapiens mRNA; cDNA DKFZp686M0424 (from clone DKFZp686M0424)
gi|34366879|emb|BX647722.1|

Nucleotide
Pristimantis koehleri voucher MNCN 42986 16S ribosomal RNA gene, partial sequenc...
Pristimantis koehleri voucher MNCN 42986 16S ribosomal RNA gene, partial sequence; mitochondrial
gi|167369760|gb|EU192281.1|

Nucleotide
Pristimantis fenestratus voucher INPA-H 34580 16S ribosomal RNA gene, partial se...
Pristimantis fenestratus voucher INPA-H 34580 16S ribosomal RNA gene, partial sequence; mitochondrial
gi|1196628944|gb|KX926012.1|

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