Fan Yang

Orcid: 0000-0002-3523-1138

Affiliations:

Xiamen University, Department of Automation, China (PhD 2009)

According to our database¹, Fan Yang authored at least 63 papers between 2008 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of three.

Timeline

Legend:

Book

In proceedings

Article

PhD thesis

Dataset

Other

Bibliography

2024

SNMCF: A Scalable Non-Negative Matrix Co-Factorization for Student Cognitive Modeling.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., July, 2024

Adaptive Neighbor Graph Aggregated Graph Attention Network for Heterogeneous Graph Embedding.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, January, 2024

Revisiting the loss functions in sequential recommendation.

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2024

ISMI-VAE: A deep learning model for classifying disease cells using gene expression and SNV data.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, 2024

A Multi-Agent Service Migration Algorithm for Mobile Edge Computing with Diversified Services.

[BibT_eX]

[DOI]

Proceedings of the Web and Big Data - 8th International Joint Conference, 2024

Causal-Driven Skill Prerequisite Structure Discovery.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Online computation offloading with double reinforcement learning algorithm in mobile edge computing.

[BibT_eX]

[DOI]

J. Parallel Distributed Comput., January, 2023

A Feedback-Enhanced Two-Stage Framework for judicial machine reading comprehension.

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2023

Effective and Efficient Training for Sequential Recommendation Using Cumulative Cross-Entropy Loss.

[BibT_eX]

[DOI]

Proceedings of the 4th International Conference on Machine Learning and Computer Application, 2023

Traffic Demand Prediction Based on Multi-dimensional Graph Convolutional Network.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data, 2023

2022

Utility-Based Matching of Vehicles and Hybrid Requests on Rider Demand Responsive Systems.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2022

Data-Driven Flexible Vehicle Scheduling and Route Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2022

Optimized Large-Scale Road Sensing Through Crowdsourced Vehicles.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2022

A Novel Method for Pattern Recognition of GIS Partial Discharge via Multi-Information Ensemble Learning.

[BibT_eX]

[DOI]

Entropy, 2022

DeepMPM: a mortality risk prediction model using longitudinal EHR data.

[BibT_eX]

[DOI]

BMC Bioinform., 2022

Exploiting Spatial Attention and Contextual Information for Document Image Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2022

Hierarchical Multi-Modal Fusion on Dynamic Heterogeneous Graph for Health Insurance Fraud Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2022

IGFClust: Clustering Unbalanced and Complex Single-Cell Expression Data by Iteration and Integrating Gini Index and Fano Factor.

[BibT_eX]

[DOI]

Han Li

Feng Zeng

Fan Yang

Proceedings of the Computer Science and Education - 17th International Conference, 2022

Hierarchical Reinforcement Learning-Based Mobility-Aware Content Caching and Delivery Policy for Vehicle Networks.

[BibT_eX]

[DOI]

Le Zhang

Yongxuan Lai

Fan Yang

Proceedings of the Algorithms and Architectures for Parallel Processing, 2022

2021

An Adaptive Robust Semi-Supervised Clustering Framework Using Weighted Consensus of Random $k$k-Means Ensemble.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2021

Dynamic Transit Flow Graph Prediction in Spatial-Temporal Network.

[BibT_eX]

[DOI]

Proceedings of the Web Information Systems Engineering - WISE 2021, 2021

A Semi-supervised Defect Detection Method Based on Image Inpainting.

[BibT_eX]

[DOI]

Proceedings of the PRICAI 2021: Trends in Artificial Intelligence, 2021

Feature weighted dual random sampling cluster Ensemble.

[BibT_eX]

[DOI]

Proceedings of the ICMLSC '21: 2021 The 5th International Conference on Machine Learning and Soft Computing, 2021

A Connected Components Based Layout Analysis Approach for Educational Documents.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Computer Science & Education, 2021

Medical Insurance Medication Anomaly Detection based on Isolated Forest Proximity Matrix*.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Computer Science & Education, 2021

Knowledge Distillation via Entropy Map for Scene Text Detection.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Computer Science & Education, 2021

Efficient Estimation of Time-Dependent Shortest Paths Based on Shortcuts.

[BibT_eX]

[DOI]

Proceedings of the Algorithms and Architectures for Parallel Processing, 2021

Shortest Path Distance Prediction Based on CatBoost.

[BibT_eX]

[DOI]

Proceedings of the Web Information Systems and Applications, 2021

2020

Bus Travel-Time Prediction Based on Deep Spatio-Temporal Model.

[BibT_eX]

[DOI]

Proceedings of the Web Information Systems Engineering - WISE 2020, 2020

Seamless Incorporation of Appointment-Based Requests on Taxi-Rider Match Scheduling.

[BibT_eX]

[DOI]

Proceedings of the Web and Big Data - 4th International Joint Conference, 2020

2019

CASQ: Adaptive and cloud-assisted query processing in vehicular sensor networks.

[BibT_eX]

[DOI]

Future Gener. Comput. Syst., 2019

Efficient data request answering in vehicular Ad-hoc networks based on fog nodes and filters.

[BibT_eX]

[DOI]

Future Gener. Comput. Syst., 2019

Privacy-aware query processing in vehicular ad-hoc networks.

[BibT_eX]

[DOI]

Ad Hoc Networks, 2019

Taxi Demand Prediction with LSTM-Based Combination Model.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Intl Conf on Parallel & Distributed Processing with Applications, 2019

Random Decision DAG: An Entropy Based Compression Approach for Random Forest.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2019

Grouped Correlational Generative Adversarial Networks for Discrete Electronic Health Records.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019

2018

Fog-Based Two-Phase Event Monitoring and Data Gathering in Vehicular Sensor Networks.

[BibT_eX]

[DOI]

Sensors, 2018

Distributed Public Vehicle System Based on Fog Nodes and Vehicular Sensing.

[BibT_eX]

[DOI]

IEEE Access, 2018

Request Answering in Vehicular Ad-Hoc Networks Based on Adaptive Filters.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE SmartWorld, 2018

2017

Keypoint-based copy-move detection scheme by adopting MSCRs and improved feature matching.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2017

Cluster ensemble selection with constraints.

[BibT_eX]

[DOI]

Neurocomputing, 2017

Copy-move forgery detection based on hybrid features.

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2017

Taxi Route Recommendation Based on Urban Traffic Coulomb's Law.

[BibT_eX]

[DOI]

Proceedings of the Web Information Systems Engineering - WISE 2017, 2017

Margin based permutation variable importance: A stable importance measure for random forest.

[BibT_eX]

[DOI]

Proceedings of the 12th International Conference on Intelligent Systems and Knowledge Engineering, 2017

Leaf node-level ensemble pruning approaches based on node-sample correlation for random forest.

[BibT_eX]

[DOI]

Xin Liu

Qifeng Zhou

Fan Yang

Proceedings of the IECON 2017 - 43rd Annual Conference of the IEEE Industrial Electronics Society, Beijing, China, October 29, 2017

CP-RAkEL: Improving Random k-labelsets with Conformal Prediction for Multi-label Classification.

[BibT_eX]

[DOI]

Proceedings of the Conformal and Probabilistic Prediction and Applications, 2017

Data Gathering Framework Based on Fog Computing Paradigm in VANETs.

[BibT_eX]

[DOI]

Proceedings of the Web and Big Data, 2017

2016

A preliminary study on class probability estimation for random forest using kernel density estimators.

[BibT_eX]

[DOI]

Fan Yang

Piao Peng

Qifeng Zhou

Proceedings of the 11th International Conference on Computer Science & Education, 2016

2015

Two approaches for novelty detection using random forest.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2015

Structural damage detection based on posteriori probability support vector machine and Dempster-Shafer evidence theory.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2015

2014

Exploring the diversity in cluster ensemble generation: Random sampling and random projection.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2014

Modeling and broadening temporal user interest in personalized news recommendation.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2014

2013

Using the Maximum Between-Class Variance for Automatic Gridding of cDNA Microarray Images.

[BibT_eX]

[DOI]

IEEE ACM Trans. Comput. Biol. Bioinform., 2013

2012

A Comparison of Pattern Classification Approaches for Structural Damage Identification.

[BibT_eX]

J. Digit. Inf. Manag., 2012

Margin optimization based pruning for random forest.

[BibT_eX]

[DOI]

Neurocomputing, 2012

Identify content quality in online social networks.

[BibT_eX]

[DOI]

IET Commun., 2012

Distance Metric Learning-Based Conformal Predictor.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence Applications and Innovations, 2012

An Optimization Approach to Believable Behavior in Computer Games.

[BibT_eX]

[DOI]

Proceedings of the Agents and Data Mining Interaction - 8th International Workshop, 2012

2011

Methods of forward feature selection based on the aggregation of classifiers generated by single attribute.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, 2011

2010

Gene Selection Using Random Forest and Proximity Differences Criterion on DNA Microarray Data.

[BibT_eX]

[DOI]

J. Convergence Inf. Technol., 2010

A New Parameter Selection Method for Support Vector Machine Based on the Decision Value.

[BibT_eX]

[DOI]

J. Convergence Inf. Technol., 2010

Study on control and optimization of soft capsule dropping pills based on intelligent method.

[BibT_eX]

[DOI]

Yanqing Peng

Jian Luo

Fan Yang

Proceedings of the 8th IEEE International Conference on Control and Automation, 2010

2008

Adaptive control based on Pattern Recognition and its applications in typical industrial processes.

[BibT_eX]

[DOI]

Proceedings of the 3rd International Conference on Intelligent System and Knowledge Engineering, 2008

Fan Yang

Timeline

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