Ke Yan

Orcid: 0000-0002-1611-6636

Affiliations:
  • National University of Singapore, College of Design and Engineering, Singapore
  • China Jiliang University, Hangzhou, China (former)
  • National University of Singapore (PhD 2012)


According to our database1, Ke Yan authored at least 84 papers between 2010 and 2023.

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Bibliography

2023
Probabilistic Forecasting of Residential Energy Consumption Based on SWT-QRTCN-ADSC-NLSTM Model.
Inf., April, 2023

Federal learning edge network based sentiment analysis combating global COVID-19.
Comput. Commun., April, 2023

An Integrated Cooperative Control Strategy for EVs Accessed Community Uninterruptible Power System.
IEEE Trans. Intell. Veh., March, 2023

A Solar Irradiance Forecasting Framework Based on the CEE-WGAN-LSTM Model.
Sensors, March, 2023

Edge-Enabled Two-Stage Scheduling Based on Deep Reinforcement Learning for Internet of Everything.
IEEE Internet Things J., February, 2023

Multiple households energy consumption forecasting using consistent modeling with privacy preservation.
Adv. Eng. Informatics, January, 2023

Physical Model Informed Fault Detection and Diagnosis of Air Handling Units Based on Transformer Generative Adversarial Network.
IEEE Trans. Ind. Informatics, 2023

Deep Transfer Learning for Cross-Species Plant Disease Diagnosis Adapting Mixed Subdomains.
IEEE ACM Trans. Comput. Biol. Bioinform., 2023

Out-of-Scope Intent Detection with Supervised Deep Metric Learning.
Proceedings of the International Joint Conference on Neural Networks, 2023

2022
HFENet: A lightweight hand-crafted feature enhanced CNN for ceramic tile surface defect detection.
Int. J. Intell. Syst., December, 2022

A distributed learning based sentiment analysis methods with Web applications.
World Wide Web, 2022

An Improved Neural Network Based on SENet for Sleep Stage Classification.
IEEE J. Biomed. Health Informatics, 2022

Chiller Fault Diagnosis Based on VAE-Enabled Generative Adversarial Networks.
IEEE Trans Autom. Sci. Eng., 2022

Single-channel EEG automatic sleep staging based on transition optimized HMM.
Multim. Tools Appl., 2022

A Novel Anchorless Node Positioning Method for Wireless Sensor Network.
J. Sensors, 2022

Enhancing Interpretability of Data-Driven Fault Detection and Diagnosis Methodology with Maintainability Rules in Smart Building Management.
J. Sensors, 2022

Collaborative deep learning framework on IoT data with bidirectional NLSTM neural networks for energy consumption forecasting.
J. Parallel Distributed Comput., 2022

Hierarchical Adversarial Attacks Against Graph-Neural-Network-Based IoT Network Intrusion Detection System.
IEEE Internet Things J., 2022

A space-embedding strategy for anomaly detection in multivariate time series.
Expert Syst. Appl., 2022

Chiller faults detection and diagnosis with sensor network and adaptive 1D CNN.
Digit. Commun. Networks, 2022

Highly accurate energy consumption forecasting model based on parallel LSTM neural networks.
Adv. Eng. Informatics, 2022

Comparing Spatio-Temporal Models for Aggregate PV Power Nowcasting.
Proceedings of the IEEE PES Innovative Smart Grid Technologies - Asia, 2022

WT-BiLSTM Based Transfer Learning Method for Solar Irradiance Prediction.
Proceedings of the IEEE Intl. Conf. on Dependable, 2022

Fault Detection and Diagnosis of HVAC System Based on Federated Learning.
Proceedings of the IEEE Intl. Conf. on Dependable, 2022

A Multi-domain Sentiment Classification model based on Adversarial Multi-task learning and attention mechanisms.
Proceedings of the IEEE Intl. Conf. on Dependable, 2022

2021
Deep Learning Enhanced Solar Energy Forecasting with AI-Driven IoT.
Wirel. Commun. Mob. Comput., 2021

Multivariate Air Quality Forecasting With Nested Long Short Term Memory Neural Network.
IEEE Trans. Ind. Informatics, 2021

Guest Editorial: Machine Learning for AI-Enhanced Healthcare and Medical Services: New Development and Promising Solution.
IEEE ACM Trans. Comput. Biol. Bioinform., 2021

Gait classification through CNN-based ensemble learning.
Multim. Tools Appl., 2021

Multi-Task Learning for Sentiment Analysis with Hard-Sharing and Task Recognition Mechanisms.
Inf., 2021

Innovative Digital Twin Platform Construction for Smart Grid System.
Proceedings of the 2021 IEEE 23rd Int Conf on High Performance Computing & Communications; 7th Int Conf on Data Science & Systems; 19th Int Conf on Smart City; 7th Int Conf on Dependability in Sensor, 2021

Parallel LSTM Enhanced Forecasting System for Dependable and Secure Household Energy Consumption.
Proceedings of the 2021 IEEE 23rd Int Conf on High Performance Computing & Communications; 7th Int Conf on Data Science & Systems; 19th Int Conf on Smart City; 7th Int Conf on Dependability in Sensor, 2021

Intelligent and Automated Fault Detection and Diagnosis Strategy for HVAC Systems Based on Maintainability Rules for Construction 4.0.
Proceedings of the 2021 IEEE 23rd Int Conf on High Performance Computing & Communications; 7th Int Conf on Data Science & Systems; 19th Int Conf on Smart City; 7th Int Conf on Dependability in Sensor, 2021

A deep learning model for PM2.5 concentration prediction.
Proceedings of the IEEE Intl Conf on Dependable, 2021

Multi-task sentiment classification model based on DistilBert and multi-scale CNN.
Proceedings of the IEEE Intl Conf on Dependable, 2021

Short-term Solar Irradiation Prediction Model Based on WCNN_ALSTM.
Proceedings of the IEEE Intl Conf on Dependable, 2021

2020
Evaluating Ensemble Learning Impact on Gene Selection for Automated Cancer Diagnosis.
Proceedings of the Precision Health and Medicine - A Digital Revolution in Healthcare, 2020

Intelligent maintenance frameworks of large-scale grid using genetic algorithm and K-Mediods clustering methods.
World Wide Web, 2020

Guest Editorial: AI and Machine Learning Solution Cyber Intelligence Technologies: New Methodologies and Applications.
IEEE Trans. Ind. Informatics, 2020

Short-Term Solar Irradiance Forecasting Based on a Hybrid Deep Learning Methodology.
Inf., 2020

Multi-Task Learning Model Based on Multi-Scale CNN and LSTM for Sentiment Classification.
IEEE Access, 2020

Children's Drawing Psychological Analysis using Shallow Convolutional Neural Network.
Proceedings of the 2020 International Conferences on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2020

Fault Detection and Diagnosis of Chillers with S&D Convolutional Neural Network.
Proceedings of the 2020 International Conferences on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2020

Modified Hybrid Task Cascade for Lung Nodules Segmentation in CT Images with Guided Anchoring.
Proceedings of the ICMLC 2020: 2020 12th International Conference on Machine Learning and Computing, 2020

Improved Cascade R-CNN for Medical Images of Pulmonary Nodules Detection Combining Dilated HRNet.
Proceedings of the ICMLC 2020: 2020 12th International Conference on Machine Learning and Computing, 2020

2019
Fast and Accurate Classification of Time Series Data Using Extended ELM: Application in Fault Diagnosis of Air Handling Units.
IEEE Trans. Syst. Man Cybern. Syst., 2019

A novel computational approach for discord search with local recurrence rates in multivariate time series.
Inf. Sci., 2019

Automatic geometry calibration for multi-projector display systems with arbitrary continuous curved surfaces.
IET Image Process., 2019

Immersive human-computer interactive virtual environment using large-scale display system.
Future Gener. Comput. Syst., 2019

Kernel principal component analysis combining rotation forest method for linearly inseparable data.
Cogn. Syst. Res., 2019

Learning misclassification costs for imbalanced classification on gene expression data.
BMC Bioinform., 2019

Representing implicit surfaces satisfying Lipschitz conditions by 4-dimensional point sets.
Appl. Math. Comput., 2019

Short-Term Photovoltaic Power Forecasting Based on Long Short Term Memory Neural Network and Attention Mechanism.
IEEE Access, 2019

Emerging Privacy Issues and Solutions in Cyber-Enabled Sharing Services: From Multiple Perspectives.
IEEE Access, 2019

A Hybrid LSTM Neural Network for Energy Consumption Forecasting of Individual Households.
IEEE Access, 2019

GPredicates: GPU Implementation of Robust and Adaptive Floating-Point Predicates for Computational Geometry.
IEEE Access, 2019

Random Convolutional Neural Network Based on Distributed Computing with Decentralized Architecture.
Proceedings of the Human Centered Computing - 5th International Conference, 2019

Deep Learning Technology for Chiller Faults Diagnosis.
Proceedings of the 2019 IEEE Intl Conf on Dependable, 2019

Life Assistants for the Elderly Based on Mobile Devices.
Proceedings of the 2019 IEEE Intl Conf on Dependable, 2019

Applying of Adaptive Threshold Non-maximum Suppression to Pneumonia Detection.
Proceedings of the Bio-inspired Computing: Theories and Applications, 2019

2018
Automatic color correction for multi-projector display systems.
Multim. Tools Appl., 2018

Gait recognition based on Gabor wavelets and (2D)2PCA.
Multim. Tools Appl., 2018

Hand gesture recognition based on concentric circular scan lines and weighted K-nearest neighbor algorithm.
Multim. Tools Appl., 2018

Detecting Anomalies in Time Series Data via a Meta-Feature Based Approach.
IEEE Access, 2018

Data-Driven Intelligent Maintenance Planning of Smart Meter Reparations for Large-Scale Smart Electric Power Grid.
Proceedings of the 2018 IEEE SmartWorld, 2018

Vote Parallel SVM: An Extension of Parallel Support Vector Machine.
Proceedings of the 2018 IEEE SmartWorld, 2018

DNN-Based Image Classification for Software GUI Testing.
Proceedings of the 2018 IEEE SmartWorld, 2018

Cross-Scene Feature Selection for Hyperspectral Images Based on Cross-Domain Information Gain.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Learning Misclassification Costs for Imbalanced Datasets, Application in Gene Expression Data Classification.
Proceedings of the Intelligent Computing Theories and Application, 2018

Information Design in Crowdfunding under Thresholding Policies.
Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018

2017
Online fault detection methods for chillers combining extended kalman filter and recursive one-class SVM.
Neurocomputing, 2017

A cost-sensitive rotation forest algorithm for gene expression data classification.
Neurocomputing, 2017

A hybrid feature selection algorithm for gene expression data classification.
Neurocomputing, 2017

ChildGuard: A Child-Safety Monitoring System.
IEEE Multim., 2017

Emerging Privacy Issues and Solutions in Cyber-Enabled Sharing Services.
CoRR, 2017

Multi-Variate Gaussian-Based Inverse Kinematics.
Comput. Graph. Forum, 2017

A linear programming computational framework integrates phosphor-proteomics and prior knowledge to predict drug efficacy.
BMC Syst. Biol., 2017

Classifying Non-linear Gene Expression Data Using a Novel Hybrid Rotation Forest Method.
Proceedings of the Intelligent Computing Methodologies - 13th International Conference, 2017

A Method of Determining the Cost Weight with High-Dimensional Fitting.
Proceedings of the 12th Chinese Conference on Computer Supported Cooperative Work and Social Computing, 2017

Hybrid Adaboost based on Genetic Algorithm for Gene Expression Data Classification.
Proceedings of the 12th Chinese Conference on Computer Supported Cooperative Work and Social Computing, 2017

2016
Applying Cost-Sensitive Extreme Learning Machine and Dissimilarity Integration to Gene Expression Data Classification.
Comput. Intell. Neurosci., 2016

2012
On Simplifying Deformation of Smooth Manifolds Defined by Large Weighted Point Sets.
Proceedings of the Computational Geometry and Graphs - Thailand-Japan Joint Conference, 2012

2010
Mesh Deformation of Dynamic Smooth Manifolds with Surface Correspondences.
Proceedings of the Mathematical Foundations of Computer Science 2010, 2010

Local Modification of Skin Surface Mesh: Towards Free-Form Skin Surface Deformation.
Proceedings of the Computational Geometry, Graphs and Applications, 2010


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