2021
Multi-Label Active Learning Algorithms for Image Classification: Overview and Future Promise.
ACM Comput. Surv., 2021
2019
Crowdsourced Label Aggregation Using Bilayer Collaborative Clustering.
IEEE Trans. Neural Networks Learn. Syst., 2019
2018
An Active Learning Approach for Multi-Label Image Classification with Sample Noise.
Int. J. Pattern Recognit. Artif. Intell., 2018
Efficient sampling methods for characterizing POIs on maps based on road networks.
Frontiers Comput. Sci., 2018
2017
Location-aware publish/subscribe index with complex boolean expressions.
World Wide Web, 2017
Monochromatic and bichromatic ranked reverse boolean spatial keyword nearest neighbors search.
World Wide Web, 2017
Weak-Labeled Active Learning With Conditional Label Dependence for Multilabel Image Classification.
IEEE Trans. Multim., 2017
Broaden the minority class space for decision tree induction using antigen-derived detectors.
Knowl. Based Syst., 2017
Consensus algorithms for biased labeling in crowdsourcing.
Inf. Sci., 2017
Active learning with label correlation exploration for multi-label image classification.
IET Comput. Vis., 2017
Refining Automatically Extracted Knowledge Bases Using Crowdsourcing.
Comput. Intell. Neurosci., 2017
Social Personalized Ranking Embedding for Next POI Recommendation.
Proceedings of the Web Information Systems Engineering - WISE 2017, 2017
Adaptive Low-Rank Multi-Label Active Learning for Image Classification.
Proceedings of the 2017 ACM on Multimedia Conference, 2017
Multi-label active learning with low-rank mapping for image classification.
Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017
2016
Multi-Class Ground Truth Inference in Crowdsourcing with Clustering.
IEEE Trans. Knowl. Data Eng., 2016
A Hybrid Machine-Crowdsourcing Approach for Web Table Matching and Cleaning.
Proceedings of the Web-Age Information Management - 17th International Conference, 2016
Multi-label active learning for image classification with asymmetrical conditional dependence.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2016
An Efficient Location-Aware Top-k Subscription Matching for Publish/Subscribe with Boolean Expressions.
Proceedings of the Database Systems for Advanced Applications, 2016
A Hybrid Method for POI Recommendation: Combining Check-In Count, Geographical Information and Reviews.
Proceedings of the Web Technologies and Applications - 18th Asia-Pacific Web Conference, 2016
2015
Immune Centroids Oversampling Method for Binary Classification.
Comput. Intell. Neurosci., 2015
An Efficient Location-Aware Publish/Subscribe Index with Boolean Expressions.
Proceedings of the Web Information Systems Engineering - WISE 2015, 2015
Ranked Reverse Boolean Spatial Keyword Nearest Neighbors Search.
Proceedings of the Web Information Systems Engineering - WISE 2015, 2015
Effective Sampling of Points of Interests on Maps Based on Road Networks.
Proceedings of the Web-Age Information Management - 16th International Conference, 2015
Batch Mode Active Learning for Networked Data with Optimal Subset Selection.
Proceedings of the Web-Age Information Management - 16th International Conference, 2015
RPCV: Recommend Potential Customers to Vendors in Location-Based Social Network.
Proceedings of the Web-Age Information Management - 16th International Conference, 2015
Semi-automatic Labeling with Active Learning for Multi-label Image Classification.
Proceedings of the Advances in Multimedia Information Processing - PCM 2015, 2015
Immune Centroids Over-Sampling Method for Multi-Class Classification.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015
Weak Labeled Multi-Label Active Learning for Image Classification.
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015
Multi-Label Active Learning with Chi-Square Statistics for Image Classification.
Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015
Multi-label active learning with label correlation for image classification.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
Improving ontology matching with propagation strategy and user feedback.
Proceedings of the Seventh International Conference on Digital Image Processing, 2015
Scalable Top- k Spatial Image Search on Road Networks.
Proceedings of the Database Systems for Advanced Applications, 2015
Improving Label Quality in Crowdsourcing Using Noise Correction.
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015
Best First Over-Sampling for Multilabel Classification.
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015
EPEMS: An Entity Matching System for E-Commerce Products.
Proceedings of the Web Technologies and Applications - 17th Asia-PacificWeb Conference, 2015
TK-SK: Textual-Restricted K Spatial Keyword Query on Road Networks.
Proceedings of the Databases Theory and Applications, 2015
Effective Spatial Keyword Query Processing on Road Networks.
Proceedings of the Databases Theory and Applications, 2015
2014
Cost-sensitive learning for defect escalation.
Knowl. Based Syst., 2014
Multi-label active learning for image classification.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
A Serial Sample Selection Framework for Active Learning.
Proceedings of the Advanced Data Mining and Applications - 10th International Conference, 2014
Active Multi-label Learning with Optimal Label Subset Selection.
Proceedings of the Advanced Data Mining and Applications - 10th International Conference, 2014
2013
Integrating multiple information of active learning for image classification.
Proceedings of the 2013 IEEE International Conference on Granular Computing, 2013
2012
A Novel De-noising Model Based on Independent Component Analysis and Beamlet Transform.
J. Multim., 2012
Semantic Analysis of Traffic Video Using Image Understanding.
J. Multim., 2012
A Survey on Video-based Vehicle Behavior Analysis Algorithms.
J. Multim., 2012
Blocking Contourlet Transform: An Improvement of Contourlet Transformand Its Application to Image Retrieval.
J. Comput., 2012
Traffic Vehicle Behavior Prediction Using Hidden Markov Models.
Proceedings of the Artificial Intelligence and Computational Intelligence, 2012
2011
Adaptive Detection of Moving Vehicle Based on On-line Clustering.
J. Comput., 2011
Moving Object Classification Method Based on SOM and K-means.
J. Comput., 2011
Research on vehicle tracking algorithm using Contourlet transform.
Proceedings of the 14th International IEEE Conference on Intelligent Transportation Systems, 2011
A Video Vehicle Tracking Algorithm Based on Ploar Fourier Descriptor.
Proceedings of the Artificial Intelligence and Computational Intelligence, 2011
2010
CT Image De-noising Model Based on Independent Component Analysis and Curvelet Transform.
J. Softw., 2010
A New Quadtree-based Terrain LOD Algorithm.
J. Softw., 2010
Gray Cerebrovascular Image Skeleton Extraction Algorithm Using Level Set Model.
J. Multim., 2010
SOM-Based Classification Method for Moving Object in Traffic Video.
Proceedings of the Third International Symposium on Intelligent Information Technology and Security Informatics, 2010
Vehicle Edge Detection Based on Multi-structure Mathematical Morphology.
Proceedings of the Third International Symposium on Intelligent Information Technology and Security Informatics, 2010
Moving Object Tracking Method Based on Adaptive On-line Clustering and Prediction-based Cross-correlation.
Proceedings of the 10th IEEE International Conference on Computer and Information Technology, 2010
2009
DSA Image Fusion Based on Dynamic Fuzzy Logic and Curvelet Entropy.
J. Multim., 2009
Medical Image Fusion Based on Wavelet Transform and Independent Component Analysis.
Proceedings of the First IITA International Joint Conference on Artificial Intelligence, 2009
Robust Centerline Extraction for Tree-like Blood Vessels based on the Region Growing Algorithm and Level-Set Method.
Proceedings of the Sixth International Conference on Fuzzy Systems and Knowledge Discovery, 2009
Medical Image Retrieval in Private Network Based on Dynamic Fuzzy Data Model and Wavelet Entropy.
Proceedings of the Advances in Web and Network Technologies, and Information Management, 2009