Synergistic learning of lung lobe segmentation and hierarchical multi-instance classification for automated severity assessment of COVID-19 in CT images.

[BibT_eX]

[DOI]

Kelei He

Wei Zhao

Pattern Recognit., 2021

Multiset Feature Learning for Highly Imbalanced Data Classification.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2021

A novel multiple instance learning framework for COVID-19 severity assessment via data augmentation and self-supervised learning.

[BibT_eX]

[DOI]

Medical Image Anal., 2021

MetricUNet: Synergistic image- and voxel-level learning for precise prostate segmentation via online sampling.

[BibT_eX]

[DOI]

Medical Image Anal., 2021

Mutual-information-inspired heuristics for constraint-based causal structure learning.

[BibT_eX]

[DOI]

Inf. Sci., 2021

Learning 3D face reconstruction from a single sketch.

[BibT_eX]

[DOI]

Graph. Model., 2021

More is Better: A Novel Multi-view Framework for Domain Generalization.

[BibT_eX]

[DOI]

CoRR, 2021

Domain Generalization via Progressive Layer-wise and Channel-wise Dropout.

[BibT_eX]

[DOI]

CoRR, 2021

Crosslink-Net: Double-branch Encoder Segmentation Network via Fusing Vertical and Horizontal Convolutions.

[BibT_eX]

[DOI]

CoRR, 2021

Triplet is All You Need with Random Mappings for Unsupervised Visual Representation Learning.

[BibT_eX]

[DOI]

CoRR, 2021

ST++: Make Self-training Work Better for Semi-supervised Semantic Segmentation.

[BibT_eX]

[DOI]

CoRR, 2021

Cross-Modality Brain Tumor Segmentation via Bidirectional Global-to-Local Unsupervised Domain Adaptation.

[BibT_eX]

[DOI]

CoRR, 2021

Parameter identification of DC arc models using chaotic quantum cuckoo search.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2021

Interactive medical image segmentation via a point-based interaction.

[BibT_eX]

[DOI]

Artif. Intell. Medicine, 2021

Episodic Multi-agent Reinforcement Learning with Curiosity-driven Exploration.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Mining Latent Classes for Few-shot Segmentation.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Manifold Alignment for Semantically Aligned Style Transfer.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

LoFGAN: Fusing Local Representations for Few-shot Image Generation.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2020

Leveraging Coupled Interaction for Multimodal Alzheimer's Disease Diagnosis.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2020

An Effective MR-Guided CT Network Training for Segmenting Prostate in CT Images.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, 2020

Progressive Cross-Camera Soft-Label Learning for Semi-Supervised Person Re-Identification.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2020

A Universal Method of Linear Approximation With Controllable Error for the Efficient Implementation of Transcendental Functions.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. I Regul. Pap., 2020

CariGAN: Caricature generation through weakly paired adversarial learning.

[BibT_eX]

[DOI]

Neural Networks, 2020

Robust neighborhood embedding for unsupervised feature selection.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2020

Research on distribution network reconfiguration based on microgrid.

[BibT_eX]

[DOI]

J. Ambient Intell. Humaniz. Comput., 2020

A novel fault propagation path identification inference algorithm using parent nodes filter.

[BibT_eX]

[DOI]

Int. J. Data Sci. Anal., 2020

Contextual Bandits With Hidden Features to Online Recommendation via Sparse Interactions.

[BibT_eX]

[DOI]

IEEE Intell. Syst., 2020

Learning-based Computer-aided Prescription Model for Parkinson's Disease: A Data-driven Perspective.

[BibT_eX]

[DOI]

CoRR, 2020

HF-UNet: Learning Hierarchically Inter-Task Relevance in Multi-Task U-Net for Accurate Prostate Segmentation.

[BibT_eX]

[DOI]

CoRR, 2020

TripletUNet: Multi-Task U-Net with Online Voxel-Wise Learning for Precise CT Prostate Segmentation.

[BibT_eX]

[DOI]

CoRR, 2020

Synergistic Learning of Lung Lobe Segmentation and Hierarchical Multi-Instance Classification for Automated Severity Assessment of COVID-19 in CT Images.

[BibT_eX]

[DOI]

CoRR, 2020

Unsupervised Few-shot Learning via Distribution Shift-based Augmentation.

[BibT_eX]

[DOI]

CoRR, 2020

Crossover-Net: Leveraging the Vertical-Horizontal Crossover Relation for Robust Segmentation.

[BibT_eX]

[DOI]

CoRR, 2020

Generalizable Semantic Segmentation via Model-agnostic Learning and Target-specific Normalization.

[BibT_eX]

[DOI]

CoRR, 2020

Cross-Domain Adversarial Autoencoder for Fine Grained Category Preserving Image Translation.

[BibT_eX]

[DOI]

Haodi Hou

Jing Huo

Yang Gao

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Consistent MetaReg: Alleviating Intra-task Discrepancy for Better Meta-knowledge.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Biased Feature Learning for Occlusion Invariant Face Recognition.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Asymmetric Distribution Measure for Few-shot Learning.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Learning Task-aware Local Representations for Few-shot Learning.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Action Semantics Network: Considering the Effects of Actions in Multiagent Systems.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Learning Representations, 2020

Automatic Data Augmentation Via Deep Reinforcement Learning for Effective Kidney Tumor Segmentation.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Unsupervised Domain Attention Adaptation Network for Caricature Attribute Recognition.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

From Few to More: Large-Scale Dynamic Multiagent Curriculum Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Differentiable Meta-Learning Model for Few-Shot Semantic Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Multi-Agent Game Abstraction via Graph Attention Neural Network.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Layerwise Sparse Coding for Pruned Deep Neural Networks with Extreme Compression Ratio.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Tracking Sparse Linear Classifiers.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2019

Pelvic Organ Segmentation Using Distinctive Curve Guided Fully Convolutional Networks.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2019

Crossbar-Net: A Novel Convolutional Neural Network for Kidney Tumor Segmentation in CT Images.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2019

Recent Advances in Brillouin Optical Time Domain Reflectometry.

[BibT_eX]

[DOI]

Sensors, 2019

Joint multi-label classification and label correlations with missing labels and feature selection.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2019

Learning Bayesian network structures using weakest mutual-information-first strategy.

[BibT_eX]

[DOI]

Int. J. Approx. Reason., 2019

Defensive Few-shot Adversarial Learning.

[BibT_eX]

[DOI]

CoRR, 2019

GreyReID: A Two-stream Deep Framework with RGB-grey Information for Person Re-identification.

[BibT_eX]

[DOI]

CoRR, 2019

Adversarial Camera Alignment Network for Unsupervised Cross-camera Person Re-identification.

[BibT_eX]

[DOI]

CoRR, 2019

A Comprehensive Study of Optical Fiber Acoustic Sensing.

[BibT_eX]

[DOI]

IEEE Access, 2019

MIDCN: A Multiple Instance Deep Convolutional Network for Image Classification.

[BibT_eX]

[DOI]

Proceedings of the PRICAI 2019: Trends in Artificial Intelligence, 2019

A Contextual Bandit Approach to Personalized Online Recommendation via Sparse Interactions.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2019

NeoLOD: A Novel Generalized Coupled Local Outlier Detection Model Embedded Non-IID Similarity Metric.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2019

Concept Drift Based Multi-dimensional Data Streams Sampling Method.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2019

DeepMEF: A Deep Model Ensemble Framework for Video Based Multi-modal Person Identification.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM International Conference on Multimedia, 2019

A Novel Deep Multi-Modal Feature Fusion Method for Celebrity Video Identification.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM International Conference on Multimedia, 2019

Value Function Transfer for Deep Multi-Agent Reinforcement Learning Based on N-Step Returns.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Accelerating Nash Q-Learning with Graphical Game Representation and Equilibrium Solving.

[BibT_eX]

[DOI]

Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence, 2019

Feature-Selected and -Preserved Sampling for High-Dimensional Stream Data Summary.

[BibT_eX]

[DOI]

Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence, 2019

A Mask Based Deep Ranking Neural Network for Person Retrieval.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

A Novel Unsupervised Camera-Aware Domain Adaptation Framework for Person Re-Identification.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Revisiting Local Descriptor Based Image-To-Class Measure for Few-Shot Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Distribution Consistency Based Covariance Metric Networks for Few-Shot Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Joint user knowledge and matrix factorization for recommender systems.

[BibT_eX]

[DOI]

World Wide Web, 2018

Incomplete-Data Oriented Multiview Dimension Reduction via Sparse Low-Rank Representation.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2018

Cross-Modal Metric Learning for AUC Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2018

Heterogeneous Face Recognition by Margin-Based Cross-Modality Metric Learning.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2018

Transformerless Ultrasonic Ranging System with the Feature of Intrinsic Safety for Explosive Environment.

[BibT_eX]

[DOI]

Sensors, 2018

OPML: A one-pass closed-form solution for online metric learning.

[BibT_eX]

[DOI]

Pattern Recognit., 2018

Active learning with confidence-based answers for crowdsourcing labeling tasks.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2018

Unsupervised Joint Subspace and Dictionary Learning for Enhanced Cross-Domain Person Re-Identification.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2018

Online multi-view subspace learning via group structure analysis for visual object tracking.

[BibT_eX]

[DOI]

Distributed Parallel Databases, 2018

Online Deep Metric Learning.

[BibT_eX]

[DOI]

CoRR, 2018

Crossbar-Net: A Novel Convolutional Network for Kidney Tumor Segmentation in CT Images.

[BibT_eX]

[DOI]

CoRR, 2018

Interactive Medical Image Segmentation via Point-Based Interaction and Sequential Patch Learning.

[BibT_eX]

[DOI]

CoRR, 2018

Cross-Domain Adversarial Auto-Encoder.

[BibT_eX]

[DOI]

Haodi Hou

Jing Huo

Yang Gao

CoRR, 2018

MaskReID: A Mask Based Deep Ranking Neural Network for Person Re-identification.

[BibT_eX]

[DOI]

CoRR, 2018

Joint Multi-field Siamese Recurrent Neural Network for Entity Resolution.

[BibT_eX]

[DOI]

Proceedings of the PRICAI 2018: Trends in Artificial Intelligence, 2018

Online Feature Selection by Adaptive Sub-gradient Methods.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018

A Novel Automatic Context-Based Similarity Metric for Local Outlier Detection Tasks.

[BibT_eX]

[DOI]

Fan Meng

Yang Gao

Ruili Wang

Proceedings of the IEEE 30th International Conference on Tools with Artificial Intelligence, 2018

A Novel Two-Stage Deep Method for Mitosis Detection in Breast Cancer Histology Images.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Pattern Recognition, 2018

Feature Learning and Transfer Performance Prediction for Video Reinforcement Learning Tasks via a Siamese Convolutional Neural Network.

[BibT_eX]

[DOI]

Jinhua Song

Yang Gao

Hao Wang

Proceedings of the Neural Information Processing - 25th International Conference, 2018

A Novel Image-Specific Transfer Approach for Prostate Segmentation in MR Images.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Modelling Diffusion Process by Deep Neural Networks for Image Retrieval.

[BibT_eX]

[DOI]

Proceedings of the British Machine Vision Conference 2018, 2018

WebCaricature: a benchmark for caricature recognition.

[BibT_eX]

[DOI]

Proceedings of the British Machine Vision Conference 2018, 2018

An Incremental Approach for Sparse Bayesian Network Structure Learning.

[BibT_eX]

[DOI]

Proceedings of the Big Data - 6th CCF Conference, 2018

An Optimal Algorithm for the Stochastic Bandits with Knowing Near-optimal Mean Reward.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018

A Joint Local and Global Deep Metric Learning Method for Caricature Recognition.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ACCV 2018, 2018

2017

Multiagent Reinforcement Learning With Sparse Interactions by Negotiation and Knowledge Transfer.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2017

Group-Based Alternating Direction Method of Multipliers for Distributed Linear Classification.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2017

Anti-disturbance proportional integral attitude control and stabilization of rolling hydraulic position system.

[BibT_eX]

[DOI]

J. Syst. Control. Eng., 2017

Classification of high-dimensional evolving data streams via a resource-efficient online ensemble.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2017

WebCaricature: a benchmark for caricature face recognition.

[BibT_eX]

[DOI]

CoRR, 2017

Attributes coupling based matrix factorization for item recommendation.

[BibT_eX]

[DOI]

Appl. Intell., 2017

Exploiting Location Significance and User Authority for Point-of-Interest Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2017

Variation Robust Cross-Modal Metric Learning for Caricature Recognition.

[BibT_eX]

[DOI]

Proceedings of the on Thematic Workshops of ACM Multimedia 2017, Mountain View, CA, USA, October 23, 2017

A Point Says a Lot: An Interactive Segmentation Method for MR Prostate via One-Point Labeling.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning in Medical Imaging - 8th International Workshop, 2017

Does Manual Delineation only Provide the Side Information in CT Prostate Segmentation?

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

Cost-Sensitive Alternating Direction Method of Multipliers for Large-Scale Classification.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2017 - 18th International Conference, Guilin, China, October 30, 2017

Revisiting Metric Learning for SPD Matrix Based Visual Representation.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Beyond IID: Learning to Combine Non-IID Metrics for Vision Tasks.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

A learning-based CT prostate segmentation method via joint transductive feature selection and regression.

[BibT_eX]

[DOI]

Neurocomputing, 2016

Ensemble of Sparse Cross-Modal Metrics for Heterogeneous Face Recognition.

[BibT_eX]

[DOI]

Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Incremental Nonnegative Matrix Factorization Based on Matrix Sketching and k-means Clustering.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2016, 2016

Multi-view Subspace Clustering via a Global Low-Rank Affinity Matrix.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2016, 2016

Grouping Parallel Bayesian Network Structure Learning Algorithm Based on Variable Ordering.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2016, 2016

A Novel Multi-objective Bionic Algorithm Based on Plant Root System Growth Mechanism.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Computing Methodologies - 12th International Conference, 2016

A Fast Distributed Classification Algorithm for Large-Scale Imbalanced Data.

[BibT_eX]

[DOI]

Proceedings of the IEEE 16th International Conference on Data Mining, 2016

Measuring the Distance Between Finite Markov Decision Processes.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems, 2016

Efficient Average Reward Reinforcement Learning Using Constant Shifting Values.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

WaaS - Wisdom as a Service.

[BibT_eX]

[DOI]

Proceedings of the Wisdom Web of Things, 2016

2015

MRM-Lasso: A Sparse Multiview Feature Selection Method via Low-Rank Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2015

Accelerating Multiagent Reinforcement Learning by Equilibrium Transfer.

[BibT_eX]

[DOI]

Yujing Hu

Yang Gao

Bo An

IEEE Trans. Cybern., 2015

Multiagent Reinforcement Learning With Unshared Value Functions.

[BibT_eX]

[DOI]

Yujing Hu

Yang Gao

Bo An

IEEE Trans. Cybern., 2015

Semi-Automatic Segmentation of Prostate in CT Images via Coupled Feature Representation and Spatial-Constrained Transductive Lasso.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2015

Design and analysis of communication scheduling applied in water inrush perception layer of mine internet of things.

[BibT_eX]

Comput. Syst. Sci. Eng., 2015

Interactive image segmentation via cascaded metric learning.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Learning in Multi-agent Systems with Sparse Interactions by Knowledge Transfer and Game Abstraction.

[BibT_eX]

[DOI]

Yujing Hu

Yang Gao

Bo An

Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems, 2015

2014

Pairwise Costs in Semisupervised Discriminant Analysis for Face Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2014

Fast Local Histogram Specification.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2014

Bilinear discriminative dictionary learning for face recognition.

[BibT_eX]

[DOI]

Pattern Recognit., 2014

Local histogram specification for face recognition under varying lighting conditions.

[BibT_eX]

[DOI]

Image Vis. Comput., 2014

Structurally Enhanced Incremental Neural Learning for Image Classification with Subgraph Extraction.

[BibT_eX]

[DOI]

Int. J. Neural Syst., 2014

Multi-Instance Dictionary Learning for Detecting Abnormal Events in Surveillance Videos.

[BibT_eX]

[DOI]

Int. J. Neural Syst., 2014

WaaS: Wisdom as a Service.

[BibT_eX]

[DOI]

IEEE Intell. Syst., 2014

Attributes Coupling based Item Enhanced Matrix Factorization Technique for Recommender Systems.

[BibT_eX]

[DOI]

Yonghong Yu

Can Wang

Yang Gao

CoRR, 2014

mPadal: a joint local-and-global multi-view feature selection method for activity recognition.

[BibT_eX]

[DOI]

Appl. Intell., 2014

A Novel Ego-Centered Academic Community Detection Approach via Factor Graph Model.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2014, 2014

Joint Coupled-Feature Representation and Coupled Boosting for AD Diagnosis.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013

Adaptive support framework for wisdom web of things.

[BibT_eX]

[DOI]

Yang Gao

Mufeng Lin

Ruili Wang

World Wide Web, 2013

Online Selective Kernel-Based Temporal Difference Learning.

[BibT_eX]

[DOI]

Xingguo Chen

Yang Gao

Ruili Wang

IEEE Trans. Neural Networks Learn. Syst., 2013

Multimodal Sparse Representation-Based Classification for Lung Needle Biopsy Images.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2013

Visual word coding based on difference maximization.

[BibT_eX]

[DOI]

Neurocomputing, 2013

TRASMIL: A local anomaly detection framework based on trajectory segmentation and multi-instance learning.

[BibT_eX]

[DOI]

Wanqi Yang

Yang Gao

Longbing Cao

Comput. Vis. Image Underst., 2013

Video Behavior Analysis Using Topic Models and Rough Sets [Applications Notes].

[BibT_eX]

[DOI]

IEEE Comput. Intell. Mag., 2013

Transductive cost-sensitive lung cancer image classification.

[BibT_eX]

[DOI]

Appl. Intell., 2013

Erratum: A Coupled Clustering Approach for Items Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2013

A Coupled Clustering Approach for Items Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2013

Voting-XCSc: A Consensus Clustering Method via Learning Classifier System.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2013, 2013

Image Super Resolution via Visual Prior Based Digital Image Characteristics.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2013, 2013

Prostate Segmentation in CT Images via Spatial-Constrained Transductive Lasso.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012

Asymmetric exclusion process for modeling of information flow.

[BibT_eX]

[DOI]

Comput. Phys. Commun., 2012

Self-paced dictionary learning for image classification.

[BibT_eX]

[DOI]

Ye Tang

Yu-Bin Yang

Yang Gao

Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

Transductive Prostate Segmentation for CT Image Guided Radiotherapy.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning in Medical Imaging - Third International Workshop, 2012

Constraint Programming-Based Virtual Machines Placement Algorithm in Datacenter.

[BibT_eX]

[DOI]

Yonghong Yu

Yang Gao

Proceedings of the Intelligent Information Processing VI, 2012

Codebook Quantization for Image Classification Using Incremental Neural Learning and Subgraph Extraction.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2012, 2012

Abnormal Event Detection via Multi-Instance Dictionary Learning.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2012, 2012

MapReduce-based Closed Frequent Itemset Mining with Efficient Redundancy Filtering.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Conference on Data Mining Workshops, 2012

Towards a General Supporting Framework for Self-Adaptive Software Systems.

[BibT_eX]

[DOI]

Proceedings of the 36th Annual IEEE Computer Software and Applications Conference Workshops, 2012

Opponent's Style Modeling Based on Situations for Bayesian Poker.

[BibT_eX]

[DOI]

Proceedings of the AI 2012: Advances in Artificial Intelligence, 2012

2011

Xcsc: a Novel Approach to Clustering with Extended Classifier System.

[BibT_eX]

[DOI]

Int. J. Neural Syst., 2011

Granular-Based Partial Periodic Pattern Discovery over Time Series Data.

[BibT_eX]

[DOI]

Proceedings of the Rough Sets and Knowledge Technology - 6th International Conference, 2011

A Relevance Feedback Framework for Image Retrieval Based on Ant Colony Algorithm.

[BibT_eX]

[DOI]

Proceedings of the Advances in Visual Computing - 7th International Symposium, 2011

Image Region Segmentation Based on Color Coherence Quantization.

[BibT_eX]

[DOI]

Proceedings of the Modern Approaches in Applied Intelligence, 2011

P2LSA and P2LSA+: Two Paralleled Probabilistic Latent Semantic Analysis Algorithms Based on the MapReduce Model.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2011, 2011

2010

RL-DOT: A Reinforcement Learning NPC Team for Playing Domination Games.

[BibT_eX]

[DOI]

Hao Wang

Yang Gao

Xingguo Chen

IEEE Trans. Comput. Intell. AI Games, 2010

CASTLE: a computer-assisted stress teaching and learning environment for learners of English as a second language.

[BibT_eX]

[DOI]

Proceedings of the INTERSPEECH 2010, 2010

Real-Time Abnormal Event Detection in Complicated Scenes.

[BibT_eX]

[DOI]

Yinghuan Shi

Yang Gao

Ruili Wang

Proceedings of the 20th International Conference on Pattern Recognition, 2010

Learning classifier system using both labeled and unlabeled data.

[BibT_eX]

[DOI]

Chi Su

Yang Gao

Chun Cao

Proceedings of the Genetic and Evolutionary Computation Conference, 2010

2009

Detecting Abnormal Events via Hierarchical Dirichlet Processes.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2009

3D Scene Analysis Using UIMA Framework.

[BibT_eX]

[DOI]

Proceedings of the Next-Generation Applied Intelligence, 2009

Clustering with XCS and Agglomerative Rule Merging.

[BibT_eX]

[DOI]

Liangdong Shi

Yinghuan Shi

Yang Gao

Proceedings of the Intelligent Data Engineering and Automated Learning, 2009

Prediction-Based Prefetching to Support VCR-like Operations in Gossip-Based P2P VoD Systems.

[BibT_eX]

[DOI]

Proceedings of the 15th IEEE International Conference on Parallel and Distributed Systems, 2009

Syllable nucleus Durations Estimation using Linear Regression based ensemble model.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2009

Apply ant colony optimization to Tetris.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Probabilistic Seeking Prediction in P2P VoD Systems.

[BibT_eX]

[DOI]

Proceedings of the AI 2009: Advances in Artificial Intelligence, 2009

2008

Intelligent Systems in Nanjing University.

[BibT_eX]

[DOI]

Yang Gao

Lin Shang

Yubin Yang

IEEE Intell. Informatics Bull., 2008

Reinforcement Learning with Markov Logic Networks.

[BibT_eX]

[DOI]

Proceedings of the MICAI 2008: Advances in Artificial Intelligence, 2008

Multi-class Multi-instance Learning for Lung Cancer Image Classification Based on Bag Feature Selection.

[BibT_eX]

[DOI]

Liang Zhu

Bo Zhao

Yang Gao

Proceedings of the Fifth International Conference on Fuzzy Systems and Knowledge Discovery, 2008

Clustering with XCS on Complex Structure Dataset.

[BibT_eX]

[DOI]

Proceedings of the AI 2008: Advances in Artificial Intelligence, 2008

2007

A two-layered multi-agent reinforcement learning model and algorithm.

[BibT_eX]

[DOI]

J. Netw. Comput. Appl., 2007

Learning classifier system ensemble and compact rule set.

[BibT_eX]

[DOI]

Yang Gao

Joshua Zhexue Huang

Lei Wu

Connect. Sci., 2007

An Tableau Automated Theorem Proving Method Using Logical Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Computation and Intelligence, 2007

Connect-Based Subgoal Discovery for Options in Hierarchical Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the Third International Conference on Natural Computation, 2007

2006

Ensemble Learning Classifier System and Compact Ruleset.

[BibT_eX]

[DOI]

Yang Gao

Lei Wu

Joshua Zhexue Huang

Proceedings of the Simulated Evolution and Learning, 6th International Conference, 2006

2005

Adaptive grid job scheduling with genetic algorithms.

[BibT_eX]

[DOI]

Yang Gao

Hongqiang Rong

Joshua Zhexue Huang

Future Gener. Comput. Syst., 2005

Feedback based Dynamic Autonomous Web Service Composition.

[BibT_eX]

[DOI]

Proceedings of the 2005 International Conference on Semantics, 2005

LCSE: Learning Classifier System Ensemble for Incremental Medical Instances.

[BibT_eX]

[DOI]

Proceedings of the Learning Classifier Systems, International Workshops, 2005

Applying Neural Network to Reinforcement Learning in Continuous Spaces.

[BibT_eX]

[DOI]

Dongli Wang

Yang Gao

Pei Yang

Proceedings of the Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30, 2005

Towards Efficient Selection of Web Services with Reinforcement Learning Process.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2005), 2005

LMRL: A Multi-Agent Reinforcement Learning Model and Algorithm.

[BibT_eX]

[DOI]

Proceedings of the Third International Conference on Information Technology and Applications (ICITA 2005), 2005

An Efficient Adaptive Focused Crawler Based on Ontology Learning.

[BibT_eX]

[DOI]

Proceedings of the 5th International Conference on Hybrid Intelligent Systems (HIS 2005), 2005

Incremental gradient descent imputation method for missing data in learning classifier systems.

[BibT_eX]

[DOI]

Daqian Gu

Yang Gao

Proceedings of the Genetic and Evolutionary Computation Conference, 2005

Learning classifier system ensemble for data mining.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2005

Mapping Web Usage Patterns to MDP Model and Mining with Reinforcement Learning.

[BibT_eX]

[DOI]

Yang Gao

Zongwei Luo

Ning Li

Proceedings of the Fuzzy Systems and Knowledge Discovery, Second International Conference, 2005

K-Cluster Algorithm for Automatic Discovery of Subgoals in Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 2005 International Conference on Computational Intelligence for Modelling Control and Automation (CIMCA 2005), 2005

SCGA: Controlling Genetic Algorithms with Sarsa(0).

[BibT_eX]

[DOI]

Proceedings of the 2005 International Conference on Computational Intelligence for Modelling Control and Automation (CIMCA 2005), 2005

2004

Believability Based Iterated Belief Revision.

[BibT_eX]

[DOI]

Proceedings of the PRICAI 2004: Trends in Artificial Intelligence, 2004

Meta-game Equilibrium for Multi-agent Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the AI 2004: Advances in Artificial Intelligence, 2004

Mining Web Sequential Patterns Using Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the Advanced Web Technologies and Applications, 2004

2003

How to Choose the Optimal Policy in Multi-agent Belief Revision?

[BibT_eX]

[DOI]

Yang Gao

Zhaochun Sun

Ning Li

Proceedings of the Rough Sets, 2003

Adaptive Job Scheduling for a Service Grid Using a Genetic Algorithm.

[BibT_eX]

[DOI]

Proceedings of the Grid and Cooperative Computing, Second International Workshop, 2003

Yang Gao

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