Dit-Yan Yeung

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

2019

Knowledge Query Network: How Knowledge Interacts with Skills.

[BibT_eX]

[DOI]

Jinseok Lee

CoRR, 2019

Movable-Object-Aware Visual SLAM via Weakly Supervised Semantic Segmentation.

[BibT_eX]

[DOI]

CoRR, 2019

Fully Using Classifiers for Weakly Supervised Semantic Segmentation with Modified Cues.

[BibT_eX]

[DOI]

CoRR, 2019

Incorporating Features Learned by an Enhanced Deep Knowledge Tracing Model for STEM/Non-STEM Job Prediction.

[BibT_eX]

[DOI]

Chun-Kit Yeung

Int. J. Artif. Intell. Educ., 2019

Knowledge Query Network for Knowledge Tracing: How Knowledge Interacts with Skills.

[BibT_eX]

[DOI]

Jinseok Lee

Proceedings of the 9th International Conference on Learning Analytics & Knowledge, 2019

Effective Feature Learning with Unsupervised Learning for Improving the Predictive Models in Massive Open Online Courses.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Learning Analytics & Knowledge, 2019

Semi-semantic Line-Cluster Assisted Monocular SLAM for Indoor Environments.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision Systems, 12th International Conference, 2019

Marginalized Average Attentional Network for Weakly-Supervised Learning.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Learning Representations, 2019

Multilingual and Multi-Aspect Hate Speech Analysis.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

2018

Coupled Recurrent Network (CRN).

[BibT_eX]

[DOI]

CoRR, 2018

Point-cloud-based place recognition using CNN feature extraction.

[BibT_eX]

[DOI]

CoRR, 2018

Machine Learning for Spatiotemporal Sequence Forecasting: A Survey.

[BibT_eX]

[DOI]

CoRR, 2018

Incorporating Features Learned by an Enhanced Deep Knowledge Tracing Model for STEM/Non-STEM Job Prediction.

[BibT_eX]

[DOI]

CoRR, 2018

GaAN: Gated Attention Networks for Learning on Large and Spatiotemporal Graphs.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth Conference on Uncertainty in Artificial Intelligence, 2018

Addressing two problems in deep knowledge tracing via prediction-consistent regularization.

[BibT_eX]

[DOI]

Chun-Kit Yeung

Proceedings of the Fifth Annual ACM Conference on Learning at Scale, 2018

Learning Accurate Objectness Instance Segmentation from Photorealistic Rendering for Robotic Manipulation.

[BibT_eX]

[DOI]

Proceedings of the 2018 International Symposium on Experimental Robotics, 2018

Learning Unmanned Aerial Vehicle Control for Autonomous Target Following.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

2017

Fine-grained categorization via CNN-based automatic extraction and integration of object-level and part-level features.

[BibT_eX]

[DOI]

Ting Sun

Lin Sun

Image Vis. Comput., 2017

ZM-Net: Real-time Zero-shot Image Manipulation Network.

[BibT_eX]

[DOI]

CoRR, 2017

Dynamic Key-Value Memory Networks for Knowledge Tracing.

[BibT_eX]

[DOI]

Proceedings of the 26th International Conference on World Wide Web, 2017

Keynote: Bayesian Deep Learning Models for Recommendation Applications.

[BibT_eX]

[DOI]

Proceedings of the 2nd Workshop on Deep Learning for Recommender Systems, 2017

Deep Learning for Precipitation Nowcasting: A Benchmark and A New Model.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Gesture-based piloting of an aerial robot using monocular vision.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Robotics and Automation, 2017

Temporal Dynamic Graph LSTM for Action-Driven Video Object Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2017

Spatiotemporal Modeling for Crowd Counting in Videos.

[BibT_eX]

[DOI]

Feng Xiong

Proceedings of the IEEE International Conference on Computer Vision, 2017

Lattice Long Short-Term Memory for Human Action Recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2017

Visual Object Tracking for Unmanned Aerial Vehicles: A Benchmark and New Motion Models.

[BibT_eX]

[DOI]

Siyi Li

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

Sparse Boltzmann Machines with Structure Learning as Applied to Text Analysis.

[BibT_eX]

[DOI]

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

Relational Deep Learning: A Deep Latent Variable Model for Link Prediction.

[BibT_eX]

[DOI]

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

2016

Towards Bayesian Deep Learning: A Framework and Some Existing Methods.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2016

Spectral Multimodal Hashing and Its Application to Multimedia Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2016

Dynamic Key-Value Memory Network for Knowledge Tracing.

[BibT_eX]

[DOI]

CoRR, 2016

Towards Bayesian Deep Learning: A Survey.

[BibT_eX]

[DOI]

CoRR, 2016

Natural-Parameter Networks: A Class of Probabilistic Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Collaborative Recurrent Autoencoder: Recommend while Learning to Fill in the Blanks.

[BibT_eX]

[DOI]

Gorthi R. K. Sai Subrahmanyam

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

The Visual Object Tracking VOT2016 Challenge Results.

[BibT_eX]

[DOI]

Alireza Memarmoghadam

Guilherme Sousa Bastos

Kannappan Palaniappan

Mario Edoardo Maresca

Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

2015

Instance-specific canonical correlation analysis.

[BibT_eX]

[DOI]

Neurocomputing, 2015

Transferring Rich Feature Hierarchies for Robust Visual Tracking.

[BibT_eX]

[DOI]

CoRR, 2015

Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

Collaborative Deep Learning for Recommender Systems.

[BibT_eX]

[DOI]

Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Temporal Models for Predicting Student Dropout in Massive Open Online Courses.

[BibT_eX]

[DOI]

Mi Fei

Proceedings of the IEEE International Conference on Data Mining Workshop, 2015

Understanding and Diagnosing Visual Tracking Systems.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Human Action Recognition Using Factorized Spatio-Temporal Convolutional Networks.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

DevNet: A Deep Event Network for multimedia event detection and evidence recounting.

[BibT_eX]

[DOI]

Alexander G. Hauptmann

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Bayesian adaptive matrix factorization with automatic model selection.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Relational Stacked Denoising Autoencoder for Tag Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

Probabilistic Graphical Models for Boosting Cardinal and Ordinal Peer Grading in MOOCs.

[BibT_eX]

[DOI]

Fei Mi

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014

Multicategory large margin classification methods: Hinge losses vs. coherence functions.

[BibT_eX]

[DOI]

Artif. Intell., 2014

Ensemble-Based Tracking: Aggregating Crowdsourced Structured Time Series Data.

[BibT_eX]

[DOI]

Proceedings of the 31th International Conference on Machine Learning, 2014

2013

A Regularization Approach to Learning Task Relationships in Multitask Learning.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2013

Multilabel relationship learning.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2013

Active hashing and its application to image and text retrieval.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2013

Learning a Deep Compact Image Representation for Visual Tracking.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

Learning High-Order Task Relationships in Multi-Task Learning.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2013, 2013

SCMF: Sparse Covariance Matrix Factorization for Collaborative Filtering.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2013, 2013

Bayesian Robust Matrix Factorization for Image and Video Processing.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2013

Online Robust Non-negative Dictionary Learning for Visual Tracking.

[BibT_eX]

[DOI]

Jingdong Wang

Proceedings of the IEEE International Conference on Computer Vision, 2013

2012

Solution Path for Manifold Regularized Semisupervised Classification.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part B, 2012

Transfer Metric Learning with Semi-Supervised Extension.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2012

Multi-Task Boosting by Exploiting Task Relationships.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2012

Co-Regularized Hashing for Multimodal Data.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

A probabilistic model for multimodal hash function learning.

[BibT_eX]

[DOI]

Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

Overlapping community detection via bounded nonnegative matrix tri-factorization.

[BibT_eX]

[DOI]

Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

A Probabilistic Approach to Robust Matrix Factorization.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2012, 2012

Supervised Probabilistic Robust Embedding with Sparse Noise.

[BibT_eX]

[DOI]

Eric P. Xing

Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

Sparse Probabilistic Relational Projection.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

2011

Semisupervised Generalized Discriminant Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2011

Discriminative Experimental Design.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2011

Generalized Latent Factor Models for Social Network Analysis.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2011, 2011

A Convex Formulation of Modularity Maximization for Community Detection.

[BibT_eX]

[DOI]

Emprise Y. K. Chan

Proceedings of the IJCAI 2011, 2011

Multi-Task Learning in Heterogeneous Feature Spaces.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011

Social Relations Model for Collaborative Filtering.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011

2010

MILD: Multiple-Instance Learning via Disambiguation.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2010

A regularization framework for multiclass classification: A deterministic annealing approach.

[BibT_eX]

[DOI]

Pattern Recognit., 2010

Multi-Task Learning using Generalized t Process.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics, 2010

A Convex Formulation for Learning Task Relationships in Multi-Task Learning.

[BibT_eX]

[DOI]

Proceedings of the UAI 2010, 2010

Multi-Domain Collaborative Filtering.

[BibT_eX]

[DOI]

Bin Cao

Proceedings of the UAI 2010, 2010

SED: supervised experimental design and its application to text classification.

[BibT_eX]

[DOI]

Proceedings of the Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2010

Probabilistic Multi-Task Feature Selection.

[BibT_eX]

[DOI]

Qian Xu

Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010

Worst-Case Linear Discriminant Analysis.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010

Transfer metric learning by learning task relationships.

[BibT_eX]

[DOI]

Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010

Multi-task warped Gaussian process for personalized age estimation.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Gaussian Process Latent Random Field.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

Transductive Learning on Adaptive Graphs.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

Adaptive Transfer Learning.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

2009

Coherence Functions for Multicategory Margin-based Classification Methods.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Artificial Intelligence and Statistics, 2009

Latent Wishart Processes for Relational Kernel Learning.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Artificial Intelligence and Statistics, 2009

TagiCoFi: tag informed collaborative filtering.

[BibT_eX]

[DOI]

Proceedings of the 2009 ACM Conference on Recommender Systems, 2009

Semi-Supervised Multi-Task Regression.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2009

Heteroscedastic Probabilistic Linear Discriminant Analysis with Semi-supervised Extension.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2009

Probabilistic Relational PCA.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009

Relation Regularized Matrix Factorization.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2009, 2009

Localized content-based image retrieval through evidence region identification.

[BibT_eX]

[DOI]

Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

2008

A New Solution Path Algorithm in Support Vector Regression.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2008

Robust path-based spectral clustering.

[BibT_eX]

[DOI]

Pattern Recognit., 2008

A Scalable Kernel-Based Semisupervised Metric Learning Algorithm with Out-of-Sample Generalization Ability.

[BibT_eX]

[DOI]

Neural Comput., 2008

Semi-supervised Discriminant Analysis Via CCCP.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2008

Posterior Consistency of the Silverman g-prior in Bayesian Model Choice.

[BibT_eX]

[DOI]

Michael I. Jordan

Proceedings of the Advances in Neural Information Processing Systems 21, 2008

Structuring Visual Words in 3D for Arbitrary-View Object Localization.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision, 2008

Learning Two-View Stereo Matching.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision, 2008

Semi-Supervised Discriminant Analysis using robust path-based similarity.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

Human action recognition using Local Spatio-Temporal Discriminant Embedding.

[BibT_eX]

[DOI]

Kui Jia

Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007

A Kernel Approach for Semisupervised Metric Learning.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2007

Learning the kernel matrix by maximizing a KFD-based class separability criterion.

[BibT_eX]

[DOI]

Pattern Recognit., 2007

Face recognition using a kernel fractional-step discriminant analysis algorithm.

[BibT_eX]

[DOI]

Yuntao Qian

Pattern Recognit., 2007

Surrogate maximization/minimization algorithms and extensions.

[BibT_eX]

[DOI]

Mach. Learn., 2007

The Kernel Path in Kernelized LASSO.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Artificial Intelligence and Statistics, 2007

Kernel-based distance metric learning for content-based image retrieval.

[BibT_eX]

[DOI]

Image Vis. Comput., 2007

Semi-supervised Cast Indexing for Feature-Length Films.

[BibT_eX]

[DOI]

Proceedings of the Advances in Multimedia Modeling, 2007

A Scalable Kernel-Based Algorithm for Semi-Supervised Metric Learning.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2007, 2007

Boosting Kernel Discriminant Analysis and Its Application on Tissue Classification of Gene Expression Data.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2007, 2007

A kernel path algorithm for support vector machines.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning, 2007

Kernel selection forl semi-supervised kernel machines.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning, 2007

Locally Smooth Metric Learning with Application to Image Retrieval.

[BibT_eX]

[DOI]

Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Image Hallucination Using Neighbor Embedding over Visual Primitive Manifolds.

[BibT_eX]

[DOI]

Wei Fan

Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2006

Throttling spoofed SYN flooding traffic at the source.

[BibT_eX]

[DOI]

Wei Chen

Telecommun. Syst., 2006

Extending the relevant component analysis algorithm for metric learning using both positive and negative equivalence constraints.

[BibT_eX]

[DOI]

Pattern Recognit., 2006

Relaxational metric adaptation and its application to semi-supervised clustering and content-based image retrieval.

[BibT_eX]

[DOI]

William K. Cheung

Pattern Recognit., 2006

Locally linear metric adaptation with application to semi-supervised clustering and image retrieval.

[BibT_eX]

[DOI]

Pattern Recognit., 2006

Robust locally linear embedding.

[BibT_eX]

[DOI]

Pattern Recognit., 2006

Model-based transductive learning of the kernel matrix.

[BibT_eX]

[DOI]

Mach. Learn., 2006

Intrusion Detection Routers: Design, Implementation and Evaluation Using an Experimental Testbed.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2006

Defending Against TCP SYN Flooding Attacks Under Different Types of IP Spoofing.

[BibT_eX]

[DOI]

Wei Chen

Proceedings of the Fifth International Conference on Networking and the International Conference on Systems (ICN / ICONS / MCL 2006), 2006

Two-dimensional solution path for support vector regression.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning, 2006

Local Discriminant Embedding with Tensor Representation.

[BibT_eX]

[DOI]

Jian Xia

Proceedings of the International Conference on Image Processing, 2006

Facial Expression Recognition using Advanced Local Binary Patterns, Tsallis Entropies and Global Appearance Features.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2006

Solution Path for Semi-Supervised Classification with Manifold Regularization.

[BibT_eX]

[DOI]

Tao Chen

Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

A Coordinated Detection and Response Scheme for Distributed Denial-of-Service Attacks.

[BibT_eX]

[DOI]

Proceedings of IEEE International Conference on Communications, 2006

Face Recognition with Image Sets Using Hierarchically Extracted Exemplars from Appearance Manifolds.

[BibT_eX]

[DOI]

Wei Fan

Proceedings of the Seventh IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2006), 2006

Extending Kernel Fisher Discriminant Analysis with the Weighted Pairwise Chernoff Criterion.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision, 2006

Locally Linear Models on Face Appearance Manifolds with Application to Dual-Subspace Based Classification.

[BibT_eX]

[DOI]

Wei Fan

Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

Graph Laplacian Kernels for Object Classification from a Single Example.

[BibT_eX]

[DOI]

Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

A Manifold Regularization Approach to Calibration Reduction for Sensor-Network Based Tracking.

[BibT_eX]

[DOI]

Proceedings of the Proceedings, 2006

Tensor Embedding Methods.

[BibT_eX]

[DOI]

Proceedings of the Proceedings, 2006

2005

Kernel-Based Metric Adaptation with Pairwise Constraints.

[BibT_eX]

[DOI]

Proceedings of the Advances in Machine Learning and Cybernetics, 2005

Nonlinear dimensionality reduction for classification using kernel weighted subspace method.

[BibT_eX]

[DOI]

Proceedings of the 2005 International Conference on Image Processing, 2005

Robust Path-Based Spectral Clustering with Application to Image Segmentation.

[BibT_eX]

[DOI]

Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

Stepwise Metric Adaptation Based on Semi-Supervised Learning for Boosting Image Retrieval Performance.

[BibT_eX]

[DOI]

Proceedings of the British Machine Vision Conference 2005, Oxford, UK, September 2005, 2005

2004

Time series clustering with ARMA mixtures.

[BibT_eX]

[DOI]

Yimin Xiong

Pattern Recognit., 2004

IDR: An Intrusion Detection Router for Defending against Distributed Denial-of-Service (DDoS) Attacks.

[BibT_eX]

[DOI]

Proceedings of the 7th International Symposium on Parallel Architectures, 2004

Bayesian inference for transductive learning of kernel matrix using the Tanner-Wong data augmentation algorithm.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning, 2004

Surrogate maximization/minimization algorithms for AdaBoost and the logistic regression model.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning, 2004

Locally linear metric adaptation for semi-supervised clustering.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning, 2004

SVC2004: First International Signature Verification Competition.

[BibT_eX]

[DOI]

Proceedings of the Biometric Authentication, First International Conference, 2004

Reinforcement Learning in Episodic Non-stationary Markovian Environments.

[BibT_eX]

Proceedings of the International Conference on Artificial Intelligence, 2004

Super-Resolution through Neighbor Embedding.

[BibT_eX]

[DOI]

Yimin Xiong

Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004

Bayesian Inference on Principal Component Analysis Using Reversible Jump Markov Chain Monte Carlo.

[BibT_eX]

[DOI]

Proceedings of the Nineteenth National Conference on Artificial Intelligence, 2004

2003

Host-based intrusion detection using dynamic and static behavioral models.

[BibT_eX]

[DOI]

Yuxin Ding

Pattern Recognit., 2003

Parametric Distance Metric Learning with Label Information.

[BibT_eX]

[DOI]

Proceedings of the IJCAI-03, 2003

2002

On deformable models for visual pattern recognition.

[BibT_eX]

[DOI]

Pattern Recognit., 2002

Bidirectional Deformable Matching with Application to Handwritten Character Extraction.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2002

User Profiling for Intrusion Detection Using Dynamic and Static Behavioral Models.

[BibT_eX]

[DOI]

Yuxin Ding

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2002

Parzen-Window Network Intrusion Detectors.

[BibT_eX]

[DOI]

Calvin Chow

Proceedings of the 16th International Conference on Pattern Recognition, 2002

Mixtures of ARMA Models for Model-Based Time Series Clustering.

[BibT_eX]

[DOI]

Yimin Xiong

Proceedings of the 2002 IEEE International Conference on Data Mining (ICDM 2002), 2002

2001

Error detection, error correction and performance evaluation in on-line mathematical expression recognition.

[BibT_eX]

[DOI]

Pattern Recognit., 2001

Hidden-Mode Markov Decision Processes for Nonstationary Sequential Decision Making.

[BibT_eX]

[DOI]

Proceedings of the Sequence Learning - Paradigms, Algorithms, and Applications, 2001

PenCalc: A Novel Application of On-Line Mathematical Expression Recognition Technology.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Document Analysis and Recognition (ICDAR 2001), 2001

Solving Hidden-Mode Markov Decision Problems.

[BibT_eX]

[DOI]

Samuel Ping-Man Choi

Proceedings of the Eighth International Workshop on Artificial Intelligence and Statistics, 2001

2000

An efficient syntactic approach to structural analysis of on-line handwritten mathematical expressions.

[BibT_eX]

[DOI]

Pattern Recognit., 2000

Mathematical expression recognition: a survey.

[BibT_eX]

[DOI]

Int. J. Document Anal. Recognit., 2000

1999

Recognizing on-line handwritten alphanumeric characters through flexible structural matching.

[BibT_eX]

[DOI]

Pattern Recognit., 1999

An Environment Model for Nonstationary Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 12, [NIPS Conference, Denver, Colorado, USA, November 29, 1999

A Bidirectional Matching Algorithm for Deformable Pattern Detection with Application to Handwritten Word Retrieval.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Computer Vision, 1999

1998

A Bayesian Framework for Deformable Pattern Recognition With Application to Handwritten Character Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 1998

Towards Efficient Structural Analysis of Mathematical Expressions.

[BibT_eX]

[DOI]

Proceedings of the Advances in Pattern Recognition, 1998

Elastic structural matching for online handwritten alphanumeric character recognition.

[BibT_eX]

[DOI]

Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

1997

Objective functions for training new hidden units in constructive neural networks.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 1997

Constructive algorithms for structure learning in feedforward neural networks for regression problems.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 1997

On-line handwritten alphanumeric character recognition using dominant points in strokes.

[BibT_eX]

[DOI]

Xiaolin Li

Pattern Recognit., 1997

1996

Use of bias term in projection pursuit learning improves approximation and convergence properties.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 1996

Bayesian Regularization in Constructive Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks, 1996

Competitive Mixture of Deformable Models for Pattern Classification.

[BibT_eX]

[DOI]

Proceedings of the 1996 Conference on Computer Vision and Pattern Recognition (CVPR '96), 1996

1995

Improving the approximation and convergence capabilities of projection pursuit learning.

[BibT_eX]

[DOI]

Neural Process. Lett., 1995

Predictive Q-Routing: A Memory-based Reinforcement Learning Approach to Adaptive Traffic Control.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 8, 1995

On-Line Handwritten Alphanumeric Character Recognition Using Feature Sequences.

[BibT_eX]

[DOI]

Xiaolin Li

Proceedings of the Image Analysis Applications and Computer Graphics, 1995

Efficient cross-validation for feedforward neural networks.

[BibT_eX]

[DOI]

Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995

A grammatical inference approach to on-line handwriting modeling and recognition: a pilot study.

[BibT_eX]

[DOI]

Proceedings of the Third International Conference on Document Analysis and Recognition, 1995

1993

On reducing learning time in context-dependent mappings.

[BibT_eX]

[DOI]

George A. Bekey

IEEE Trans. Neural Networks, 1993

Constructive neural networks as estimators of bayesian discriminant functions.

[BibT_eX]

[DOI]

Pattern Recognit., 1993

Experimental analysis of input weight freezing in constructive neural networks.

[BibT_eX]

[DOI]

Proceedings of International Conference on Neural Networks (ICNN'88), San Francisco, CA, USA, March 28, 1993

1991

A Neural Network Approach to Constructive Induction.

[BibT_eX]

[DOI]

Proceedings of the Eighth International Workshop (ML91), 1991

1989

Using a context-sensitive learning for robot arm control.

[BibT_eX]

[DOI]

George A. Gekey

Proceedings of the 1989 IEEE International Conference on Robotics and Automation, 1989

1987

A decentralized approach to the motion planning problem for multiple mobile robots.

[BibT_eX]

[DOI]