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Individualized Short-Term Electric Load Forecasting With Deep Neural Network Based Transfer Learning and Meta Learning

IEEE access, 2021, Vol.9, p.15413-15425

2021

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Churn prediction of mobile and online casual games using play log data

PloS one, 2017-07, Vol.12 (7), p.e0180735-e0180735

2017

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Basic Enhancement Strategies When Using Bayesian Optimization for Hyperparameter Tuning of Deep Neural Networks

IEEE access, 2020, Vol.8, p.52588-52608

2020

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Data Requirements for Applying Machine Learning to Energy Disaggregation

Energies (Basel), 2019-05, Vol.12 (9), p.1696

2019

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Short-Term Traffic Prediction With Deep Neural Networks: A Survey

IEEE access, 2021, Vol.9, p.54739-54756

2021

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Deep Learning Framework with Essential Pre-processing Techniques for Improving Mixed-gas Concentration Prediction

IEEE access, 2023-01, Vol.11, p.1-1

2023

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DDP-GCN: Multi-graph convolutional network for spatiotemporal traffic forecasting

Transportation research. Part C, Emerging technologies, 2022-01, Vol.134, p.103466, Article 103466

2022

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Iterative water-filling for Gaussian vector multiple-access channels

IEEE transactions on information theory, 2004-01, Vol.50 (1), p.145-152

2004

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Degrees of freedom in wireless multiuser spatial multiplex systems with multiple antennas

IEEE transactions on communications, 2006-10, Vol.54 (10), p.1747-1753

2006

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Sum power iterative water-filling for multi-antenna Gaussian broadcast channels

IEEE transactions on information theory, 2005-04, Vol.51 (4), p.1570-1580

2005

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Characterizing Driver Stress Using Physiological and Operational Data from Real-World Electric Vehicle Driving Experiment

International journal of automotive technology, 2018-10, Vol.19 (5), p.895-906

2018

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Utilizing online learning data to design face-to-face activities in a flipped classroom: a case study of heterogeneous group formation

Educational technology research and development, 2020-10, Vol.68 (5), p.2055-2071

2020

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AI-assistance for predictive maintenance of renewable energy systems

Energy (Oxford), 2021-04, Vol.221, p.119775, Article 119775

2021

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Classification of underlying paroxysmal supraventricular tachycardia types using deep learning of sinus rhythm electrocardiograms

Digital health, 2024-01, Vol.10, p.20552076241281200

2024

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Learning analytics dashboards for adaptive support in face-to-face collaborative argumentation

Computers and education, 2021-04, Vol.163, p.104041-104041, Article 104041

2021

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On the capacity of multiuser wireless channels with multiple antennas

IEEE transactions on information theory, 2003-10, Vol.49 (10), p.2580-2595

2003

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An effective low-rank compression with a joint rank selection followed by a compression-friendly training

Neural networks, 2023-04, Vol.161, p.165-177

2023

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Distributed Crosstalk Management for Upstream VDSL Using Dynamic Power Control

IEEE transactions on communications, 2012-04, Vol.60 (4), p.940-945

2012

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AID-purifier: A light auxiliary network for boosting adversarial defense

Neurocomputing (Amsterdam), 2023-07, Vol.541, p.126251, Article 126251

2023

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Towards a rigorous analysis of mutual information in contrastive learning

Neural networks, 2024-11, Vol.179, p.106584, Article 106584

2024

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Defining virtual control group to improve customer baseline load calculation of residential demand response

Applied energy, 2019-09, Vol.250, p.946-958

2019

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The optimality of beamforming in uplink multiuser wireless systems

IEEE transactions on wireless communications, 2004-01, Vol.3 (1), p.86-96

2004

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On the Ergodic Capacity-Achieving Covariance Matrix of Certain Classes of MIMO Channels

IEEE transactions on information theory, 2006-08, Vol.52 (8), p.3810-3817

2006

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Static and Dynamic Yaw Misalignments of Wind Turbines and Machine Learning Based Correction Methods Using LiDAR Data

IEEE transactions on sustainable energy, 2019-04, Vol.10 (2), p.971-982

2019

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Application of classification algorithms for analysis of road safety risk factor dependencies

Accident analysis and prevention, 2015-02, Vol.75, p.1-15

2015

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Individualized Short-Term Electric Load Forecasting With Deep Neural Network Based Transfer Learning and Meta Learning

Churn prediction of mobile and online casual games using play log data

Basic Enhancement Strategies When Using Bayesian Optimization for Hyperparameter Tuning of Deep Neural Networks

Data Requirements for Applying Machine Learning to Energy Disaggregation

Short-Term Traffic Prediction With Deep Neural Networks: A Survey

Deep Learning Framework with Essential Pre-processing Techniques for Improving Mixed-gas Concentration Prediction

DDP-GCN: Multi-graph convolutional network for spatiotemporal traffic forecasting

Iterative water-filling for Gaussian vector multiple-access channels

Degrees of freedom in wireless multiuser spatial multiplex systems with multiple antennas

Sum power iterative water-filling for multi-antenna Gaussian broadcast channels

Characterizing Driver Stress Using Physiological and Operational Data from Real-World Electric Vehicle Driving Experiment

Utilizing online learning data to design face-to-face activities in a flipped classroom: a case study of heterogeneous group formation

AI-assistance for predictive maintenance of renewable energy systems

Classification of underlying paroxysmal supraventricular tachycardia types using deep learning of sinus rhythm electrocardiograms

Learning analytics dashboards for adaptive support in face-to-face collaborative argumentation

On the capacity of multiuser wireless channels with multiple antennas

An effective low-rank compression with a joint rank selection followed by a compression-friendly training

Distributed Crosstalk Management for Upstream VDSL Using Dynamic Power Control

AID-purifier: A light auxiliary network for boosting adversarial defense

Towards a rigorous analysis of mutual information in contrastive learning

Defining virtual control group to improve customer baseline load calculation of residential demand response

The optimality of beamforming in uplink multiuser wireless systems

On the Ergodic Capacity-Achieving Covariance Matrix of Certain Classes of MIMO Channels

Static and Dynamic Yaw Misalignments of Wind Turbines and Machine Learning Based Correction Methods Using LiDAR Data

Application of classification algorithms for analysis of road safety risk factor dependencies

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