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Unsupervised and semi‐supervised learning: the next frontier in machine learning for plant systems biology

The Plant journal : for cell and molecular biology, 2022-09, Vol.111 (6), p.1527-1538

2022

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An Evaluation Model Based on Procedural Behaviors for Predicting MOOC Learning Performance: Students' Online Learning Behavior Analytics and Algorithms Construction

Interactive Technology and Smart Education, 2023-09, Vol.20 (3), p.291-312

2023

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Socially shared regulation of learning in game-based collaborative learning environments promotes algorithmic thinking, learning participation and positive learning attitudes

Interactive learning environments, 2023-04, Vol.31 (3), p.1715-1726

2023

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Group Formation in Mobile Computer Supported Collaborative Learning Contexts: A Systematic Literature Review

Educational technology & society, 2016-04, Vol.19 (2), p.258-273

2016

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Amino Acid Encoding for Deep Learning Applications

BMC bioinformatics, 2020-06, Vol.21 (1), p.235-235, Article 235

2020

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Interpretable MOOC recommendation: a multi-attention network for personalized learning behavior analysis

Internet research, 2022-03, Vol.32 (2), p.588-605

2022

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Deep Metric Learning: A Survey

Symmetry (Basel), 2019-08, Vol.11 (9), p.1066

2019

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A State-of-the-Art Survey on Deep Learning Theory and Architectures

Electronics (Basel), 2019-03, Vol.8 (3), p.292

2019

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Robust Spike-Based Continual Meta-Learning Improved by Restricted Minimum Error Entropy Criterion

Entropy (Basel, Switzerland), 2022-03, Vol.24 (4), p.455

2022

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Better medicine through machine learning: What's real, and what's artificial?

PLoS medicine, 2018-12, Vol.15 (12), p.e1002721-e1002721

2018

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Evaluation of Different Machine Learning Methods and Deep-Learning Convolutional Neural Networks for Landslide Detection

Remote sensing (Basel, Switzerland), 2019-01, Vol.11 (2), p.196

2019

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Fidelity-Based Probabilistic Q-Learning for Control of Quantum Systems

IEEE transaction on neural networks and learning systems, 2014-05, Vol.25 (5), p.920-933

2014

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Learning behavior mining and decision recommendation based on association rules in interactive learning environment

Interactive learning environments, 2023-02, Vol.31 (2), p.593-608

Xia, Xiaona

2023

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Predicting sample size required for classification performance

BMC medical informatics and decision making, 2012-02, Vol.12 (1), p.8-8, Article 8

2012

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Constructing an Instrument with Behavioral Scales to Assess Teaching Quality in Blended Learning Modalities

Journal of new approaches in educational research, 2019, Vol.8 (2), p.142-165

2019

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Machine learning for neuroimaging with scikit-learn

Frontiers in neuroinformatics, 2014-02, Vol.8, p.14-14

2014

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Online Transfer Learning

Artificial intelligence, 2014-11, Vol.216, p.76-102

2014

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Semi-Supervised Active Learning for Sound Classification in Hybrid Learning Environments

PloS one, 2016-09, Vol.11 (9), p.e0162075-e0162075

2016

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A Rainfall‐Runoff Model With LSTM‐Based Sequence‐to‐Sequence Learning

Water resources research, 2020-01, Vol.56 (1), p.n/a

2020

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Impacts of multicollinearity on CAPT modalities: An heterogeneous machine learning framework for computer-assisted French phoneme pronunciation training

PloS one, 2021-10, Vol.16 (10), p.e0257901-e0257901

2021

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A review of active learning approaches to experimental design for uncovering biological networks

PLoS computational biology, 2017-06, Vol.13 (6), p.e1005466-e1005466

2017

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An improved approach based on dynamic mixed sampling and transfer learning for topic recognition: a case study on online patient reviews

Online information review, 2022-09, Vol.46 (6), p.1017-1033

2022

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A Survey of Multi-Task Deep Reinforcement Learning

Electronics (Basel), 2020-09, Vol.9 (9), p.1363

2020

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Privacy Preserving Machine Learning with Homomorphic Encryption and Federated Learning

Future internet, 2021-04, Vol.13 (4), p.94

2021

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BEHRT: Transformer for Electronic Health Records

Scientific reports, 2020-04, Vol.10 (1), p.7155-7155, Article 7155

2020

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Unsupervised and semi‐supervised learning: the next frontier in machine learning for plant systems biology

An Evaluation Model Based on Procedural Behaviors for Predicting MOOC Learning Performance: Students' Online Learning Behavior Analytics and Algorithms Construction

Socially shared regulation of learning in game-based collaborative learning environments promotes algorithmic thinking, learning participation and positive learning attitudes

Group Formation in Mobile Computer Supported Collaborative Learning Contexts: A Systematic Literature Review

Amino Acid Encoding for Deep Learning Applications

Interpretable MOOC recommendation: a multi-attention network for personalized learning behavior analysis

Deep Metric Learning: A Survey

A State-of-the-Art Survey on Deep Learning Theory and Architectures

Robust Spike-Based Continual Meta-Learning Improved by Restricted Minimum Error Entropy Criterion

Better medicine through machine learning: What's real, and what's artificial?

Evaluation of Different Machine Learning Methods and Deep-Learning Convolutional Neural Networks for Landslide Detection

Fidelity-Based Probabilistic Q-Learning for Control of Quantum Systems

Learning behavior mining and decision recommendation based on association rules in interactive learning environment

Predicting sample size required for classification performance

Constructing an Instrument with Behavioral Scales to Assess Teaching Quality in Blended Learning Modalities

Machine learning for neuroimaging with scikit-learn

Online Transfer Learning

Semi-Supervised Active Learning for Sound Classification in Hybrid Learning Environments

A Rainfall‐Runoff Model With LSTM‐Based Sequence‐to‐Sequence Learning

Impacts of multicollinearity on CAPT modalities: An heterogeneous machine learning framework for computer-assisted French phoneme pronunciation training

A review of active learning approaches to experimental design for uncovering biological networks

An improved approach based on dynamic mixed sampling and transfer learning for topic recognition: a case study on online patient reviews

A Survey of Multi-Task Deep Reinforcement Learning

Privacy Preserving Machine Learning with Homomorphic Encryption and Federated Learning

BEHRT: Transformer for Electronic Health Records

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