Wenjia Wang

According to our database1, Wenjia Wang authored at least 79 papers between 1998 and 2019.

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Bibliography

2019
Controlling Sources of Inaccuracy in Stochastic Kriging.
Technometrics, 2019

Correction to: A novel adaptive clustering ensemble method.
Int. J. Machine Learning & Cybernetics, 2019

Clustering ensemble method.
Int. J. Machine Learning & Cybernetics, 2019

Hybrid expert ensembles for identifying unreliable data in citizen science.
Eng. Appl. of AI, 2019

PGU-net+: Progressive Growing of U-net+ for Automated Cervical Nuclei Segmentation.
CoRR, 2019

TextSR: Content-Aware Text Super-Resolution Guided by Recognition.
CoRR, 2019

Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network.
CoRR, 2019

Hopf bifurcation analysis of maglev vehicle-guideway interaction vibration system and stability control based on fuzzy adaptive theory.
Computers in Industry, 2019

Hybrid Feature Selection Method for Improving File Fragment Classification.
Proceedings of the Artificial Intelligence XXXVI, 2019

PGU-net+: Progressive Growing of U-net+ for Automated Cervical Nuclei Segmentation.
Proceedings of the Multiscale Multimodal Medical Imaging - First International Workshop, 2019

Automated Segmentation Of Pulmonary Lobes Using Coordination-Guided Deep Neural Networks.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Large-Scale Datasets for Going Deeper in Image Understanding.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

Thompson Sampling for m-top Exploration.
Proceedings of the 31st Benelux Conference on Artificial Intelligence (BNAIC 2019) and the 28th Belgian Dutch Conference on Machine Learning (Benelearn 2019), 2019

Scene Text Detection Via Cascade FPN and Channel Enhancement.
Proceedings of the Fifth IEEE International Conference on Multimedia Big Data, 2019

2018
A Framework for Controlling Sources of Inaccuracy in Gaussian Process Emulation of Deterministic Computer Experiments.
SIAM/ASA J. Uncertain. Quantification, 2018

Generalised Decision Level Ensemble Method for Classifying Multi-media Data.
Proceedings of the Artificial Intelligence XXXV, 2018

Dealing with Missing Data and Uncertainty in the Context of Data Mining.
Proceedings of the Hybrid Artificial Intelligent Systems - 13th International Conference, 2018

2017
Determining appropriate approaches for using data in feature selection.
Int. J. Machine Learning & Cybernetics, 2017

AI Challenger : A Large-scale Dataset for Going Deeper in Image Understanding.
CoRR, 2017

Feature Level Ensemble Method for Classifying Multi-media Data.
Proceedings of the Artificial Intelligence XXXIV, 2017

2016
Heterogeneous Ensemble for Imaginary Scene Classification.
Proceedings of the 8th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management (IC3K 2016) - Volume 1: KDIR, Porto - Portugal, November 9, 2016

2015
Retinal vessel segmentation using multi-scale textons derived from keypoints.
Comp. Med. Imag. and Graph., 2015

An Algorithm for Identifying the Learning Patterns in Big Data.
Proceedings of the 2015 IEEE TrustCom/BigDataSE/ISPA, 2015

Applying Clustering Analysis to Heterogeneous Data Using Similarity Matrix Fusion (SMF).
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2015

A new consensus function based on dual-similarity measurements for clustering ensemble.
Proceedings of the 2015 IEEE International Conference on Data Science and Advanced Analytics, 2015

Dynamical evolution of an internet social network: A case study on an event of protecting plane trees in Nanjing, China.
Proceedings of the 2015 International Conference on Behavioral, 2015

2014
A hybrid heuristic approach for attribute-oriented mining.
Decision Support Systems, 2014

A Graph based Methodology for Web Structure Mining - with a Case Study on the Webs of UK Universities.
Proceedings of the 4th International Conference on Web Intelligence, 2014

Reliability and Effectiveness of Cross-Validation in Feature Selection.
Proceedings of the Research and Development in Intelligent Systems XXXI, 2014

Retinal Vessel Segmentation using Gabor Filter and Textons.
Proceedings of the Medical Image Understanding and Analysis, 2014

Object-Neighbourhood Clustering Ensemble Method.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2014, 2014

Heuristic Ensemble of Filters for Reliable Feature Selection.
Proceedings of the ICPRAM 2014, 2014

Comparative performance of texton based vascular tree segmentation in retinal images.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Modelling the role of spontaneous and collision induced catastrophe in the self organisation of cortical microtubules.
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014

2013
Estimating the predominant number of clusters in a dataset.
Intell. Data Anal., 2013

Complex ground plane detection based on V-disparity map in off-road environment.
Proceedings of the 2013 IEEE Intelligent Vehicles Symposium (IV), 2013

Maximum torque control of hybrid excitation synchronous machine drives based on field current self-optimizing method.
Proceedings of the IECON 2013, 2013

How data partitioning strategies and subset size influence the performance of an ensemble?
Proceedings of the 2013 IEEE International Conference on Big Data, 2013

2012
What influences the accuracy of decision tree ensembles?
J. Intell. Inf. Syst., 2012

Novel Consensus Approaches to the Reliable Ranking of Features for Seabed Imagery Classification.
Int. J. Neural Syst., 2012

Non-linear Dimensionality Reduction for Privacy-Preserving Data Classification.
Proceedings of the 2012 International Conference on Privacy, 2012

A Hybrid Method for Estimating the Predominant Number of Clusters in a Data Set.
Proceedings of the 11th International Conference on Machine Learning and Applications, 2012

A Compact Difference Scheme for Time Fractional Diffusion Equation with Neumann Boundary Conditions.
Proceedings of the AsiaSim 2012, 2012

A Trust Model Composed of Multi-trust Path in Online Auction.
Proceedings of the 12th IEEE International Conference on Computer and Information Technology, 2012

2011
A Comprehensive Trust Model with Multi-participant Viewpoints in Online Auctions.
Proceedings of the 2nd International Symposium on Intelligence Information Processing and Trusted Computing, 2011

A Texture Analysis Approach to Identifying Sabellaria Spinulosa Colonies in Sidescan Sonar Imagery.
Proceedings of the 2011 Irish Machine Vision and Image Processing Conference, 2011

Adaptive K-Means for Clustering Air Mass Trajectories.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2011, 2011

Novel Data Mining Approaches for Detecting Quantitative Trait Loci of Bone Mineral Density in Genome-Wide Linkage Analysis.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2011, 2011

A Novel Ensemble of Distance Measures for Feature Evaluation: Application to Sonar Imagery.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2011, 2011

A new approach to the automated mapping of pockmarks in multi-beam bathymetry.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

2010
Research on driver experience based route planning method.
Proceedings of the IEEE Intelligent Vehicles Symposium (IV), 2010

Enhancement of real-time traffic data in navigation clients.
Proceedings of the 13th International IEEE Conference on Intelligent Transportation Systems, 2010

Heterogeneous Bayesian ensembles for classifying spam emails.
Proceedings of the International Joint Conference on Neural Networks, 2010

Factors affecting boosting ensemble performance on DNA microarray data.
Proceedings of the International Joint Conference on Neural Networks, 2010

A clustering ensemble method for clustering mixed data.
Proceedings of the International Joint Conference on Neural Networks, 2010

2009
A Hybrid Method of Multidimensional Scaling and Clustering for Determining Genetic Influence on Phenotypes.
Proceedings of the Advanced Data Mining and Applications, 5th International Conference, 2009

2008
Analysis and Optimization of Statistical Data in Beijing for Traffic Information Services.
Proceedings of the 11th International IEEE Conference on Intelligent Transportation Systems, 2008

Novel position-coded methods for mining web access patterns.
Proceedings of the IEEE International Conference on Intelligence and Security Informatics, 2008

Some fundamental issues in ensemble methods.
Proceedings of the International Joint Conference on Neural Networks, 2008

Boosting for feature selection for microarray data analysis.
Proceedings of the International Joint Conference on Neural Networks, 2008

Relationship between depth of decision trees and boosting performance.
Proceedings of the International Joint Conference on Neural Networks, 2008

2007
On diversity and accuracy of homogeneous and heterogeneous ensembles.
Int. J. Hybrid Intell. Syst., 2007

Travel Time Enabled Bus Route Navigation System Experiment in Beijing.
Proceedings of the IEEE Intelligent Transportation Systems Conference, 2007

Enhancing Boosting by Feature Non-Replacement for Microarray Data Analysis.
Proceedings of the International Joint Conference on Neural Networks, 2007

2006
Feature salience definition and estimation and its use in feature subset selection.
Intell. Data Anal., 2006

Investigations on the Characteristics of Random Decision Tree Ensembles.
Proceedings of the International Joint Conference on Neural Networks, 2006

Investigation on Diversity in Homogeneous and Heterogeneous Ensembles.
Proceedings of the International Joint Conference on Neural Networks, 2006

2005
The Definition and Estimation of Feature Salience in Databases.
Proceedings of the IASTED International Conference on Databases and Applications, 2005

Improving Classification for Microarray Data Sets by Constructing Synthetic Data.
Proceedings of the Computational Intelligence and Security, International Conference, 2005

A Fast Wrapper Method for Feature Subset Selection.
Proceedings of the IASTED International Conference on Artificial Intelligence and Applications, 2005

2004
A New Artificial Immune System Algorithm for Clustering.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2004

Implicit Fitness Sharing Speciation and Emergent Diversity in Tree Classifier Ensembles.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2004

2002
Quantifying Relevance of Input Features.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2002

2001
A Comparative Study of Feature-Salience Ranking Techniques.
Neural Computation, 2001

Efficient and Effective Feature Selection in the Presence of Feature Interaction and Noise.
Proceedings of the Advances in Pattern Recognition, 2001

2000
Assessing the Impact of Input Features in a Feedforward Neural Network.
Neural Computing and Applications, 2000

Diversity between Neural Networks and Decision Trees for Building Multiple Classifier Systems.
Proceedings of the Multiple Classifier Systems, First International Workshop, 2000

Identification of Feature-Salience.
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

1998
Multi-Version Systems of Neural Networks for Predicting the Risk of Osteoporosis.
Proceedings of the Eleventh International Florida Artificial Intelligence Research Society Conference, 1998


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