Chris Ding

IEEE Trans. Netw. Sci. Eng., 2024

Prototype Discriminative Learning for Semi-Supervised Change Detection in Remote Sensing Images.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2024

DEGANet: Road Extraction Using Dual-Branch Encoder With Gated Attention Mechanism.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2024

Segmentary group-sparsity self-representation learning and spectral clustering via double L21 norm.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2024

K-means Derived Unsupervised Feature Selection using Improved ADMM.

[BibT_eX]

[DOI]

Ziheng Sun

Jicong Fan

CoRR, 2024

Fuzzy K-Means Clustering without Cluster Centroids.

[BibT_eX]

[DOI]

CoRR, 2024

Learning Graph Representation via Graph Entropy Maximization.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Neuron-Enhanced AutoEncoder Matrix Completion and Collaborative Filtering: Theory and Practice.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Learning to Optimize Permutation Flow Shop Scheduling via Graph-Based Imitation Learning.

[BibT_eX]

[DOI]

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

2023

Model Compression Based on Differentiable Network Channel Pruning.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., December, 2023

Combinatorial online high-order interactive feature selection based on dynamic graph convolution network.

[BibT_eX]

[DOI]

Signal Process., November, 2023

Fine-Grained Truck Re-identification: A Challenge.

[BibT_eX]

[DOI]

Cogn. Comput., November, 2023

Data representation learning via dictionary learning and self-representation.

[BibT_eX]

[DOI]

Appl. Intell., November, 2023

Generating and Weighting Semantically Consistent Sample Pairs for Ultrasound Contrastive Learning.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, May, 2023

Tensorized Bipartite Graph Learning for Multi-View Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., April, 2023

Crossed Siamese Vision Graph Neural Network for Remote-Sensing Image Change Detection.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2023

A Robust Feature Downsampling Module for Remote-Sensing Visual Tasks.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2023

Weighted Sparse Partial Least Squares for Joint Sample and Feature Selection.

[BibT_eX]

[DOI]

Wenwen Min

Taosheng Xu

CoRR, 2023

X-IQE: eXplainable Image Quality Evaluation for Text-to-Image Generation with Visual Large Language Models.

[BibT_eX]

[DOI]

Yixiong Chen

Li Liu

CoRR, 2023

Lovász Principle for Unsupervised Graph Representation Learning.

[BibT_eX]

[DOI]

Ziheng Sun

Jicong Fan

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Federated Spectral Clustering via Secure Similarity Reconstruction.

[BibT_eX]

[DOI]

Dong Qiao

Jicong Fan

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

MetaLR: Meta-tuning of Learning Rates for Transfer Learning in Medical Imaging.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

2022

RanPaste: Paste Consistency and Pseudo Label for Semisupervised Remote Sensing Image Semantic Segmentation.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

Labeled-Robust Regression: Simultaneous Data Recovery and Classification.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2022

Semi-Supervised Semantic Segmentation of Remote Sensing Images With Iterative Contrastive Network.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2022

SIECP: Neural Network Channel Pruning based on Sequential Interval Estimation.

[BibT_eX]

[DOI]

Neurocomputing, 2022

Rethinking Two Consensuses of the Transferability in Deep Learning.

[BibT_eX]

[DOI]

CoRR, 2022

Learning to Optimize Permutation Flow Shop Scheduling via Graph-based Imitation Learning.

[BibT_eX]

[DOI]

CoRR, 2022

MetaLR: Layer-wise Learning Rate based on Meta-Learning for Adaptively Fine-tuning Medical Pre-trained Models.

[BibT_eX]

[DOI]

CoRR, 2022

MvInf: Social Influence Prediction with Multi-view Graph Attention Learning.

[BibT_eX]

[DOI]

Huifang Xu

Cogn. Comput., 2022

Data Representation and Clustering with Double Low-Rank Constraints.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 29th International Conference, 2022

2021

Learning Graph Similarity With Large Spectral Gap.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Syst., 2021

Non-Greedy L21-Norm Maximization for Principal Component Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2021

Regularization graph convolutional networks with data augmentation.

[BibT_eX]

[DOI]

Neurocomputing, 2021

SwitchFlow: preemptive multitasking for deep learning.

[BibT_eX]

[DOI]

Proceedings of the Middleware '21: 22nd International Middleware Conference, Québec City, Canada, December 6, 2021

Intelligent Machine Learning System for Predicting Customer Churn.

[BibT_eX]

[DOI]

Proceedings of the 33rd IEEE International Conference on Tools with Artificial Intelligence, 2021

2020

Supervised Dimensionality Reduction Methods via Recursive Regression.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2020

Revisiting L2, 1-Norm Robustness With Vector Outlier Regularization.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2020

Semi-Supervised Remote Sensing Image Semantic Segmentation via Consistency Regularization and Average Update of Pseudo-Label.

[BibT_eX]

[DOI]

Remote. Sens., 2020

A group lasso based sparse KNN classifier.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2020

Double robust principal component analysis.

[BibT_eX]

[DOI]

Neurocomputing, 2020

Towards Class-Specific Unit.

[BibT_eX]

[DOI]

CoRR, 2020

Graph Convolutional Network Based on Manifold Similarity Learning.

[BibT_eX]

[DOI]

Cogn. Comput., 2020

Large-Scale Network Representation Learning Based on Improved Louvain Algorithm and Deep Autoencoder.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Computer Vision - Third Chinese Conference, 2020

2019

Harmonic Mean Linear Discriminant Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2019

Image Representation and Learning With Graph-Laplacian Tucker Tensor Decomposition.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2019

${R}_1$ -2-DPCA and Face Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2019

Feature selection based on correlation deflation.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2019

Extended adaptive Lasso for multi-class and multi-label feature selection.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2019

Sparse classification using Group Matching Pursuit.

[BibT_eX]

[DOI]

Neurocomputing, 2019

SRAGAN: Generating Colour Landscape Photograph from Sketch.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2019

Multiple Back Propagation Network and Metric Fusion for Person Re-identification.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2019

Pyramid Attention Dense Network for Image Super-Resolution.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2019

Robust Flexible Feature Selection via Exclusive L21 Regularization.

[BibT_eX]

[DOI]

Di Ming

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

A Probabilistic Derivation of LASSO and L12-Norm Feature Selections.

[BibT_eX]

[DOI]

Di Ming

Feiping Nie

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

2018

Dimension Reduction Techniques for Clustering.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Non-greedy Max-min Large Margin based on L1-norm.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2018

A Nonnegative Locally Linear KNN model for image recognition.

[BibT_eX]

[DOI]

Pattern Recognit., 2018

Linear regression based projections for dimensionality reduction.

[BibT_eX]

[DOI]

Sibao Chen

Inf. Sci., 2018

Saliency detection via a multi-layer graph based diffusion model.

[BibT_eX]

[DOI]

Neurocomputing, 2018

Robust data representation using locally linear embedding guided PCA.

[BibT_eX]

[DOI]

Neurocomputing, 2018

A discriminative multi-class feature selection method via weighted l2, 1-norm and Extended Elastic Net.

[BibT_eX]

[DOI]

Neurocomputing, 2018

Regularized Singular Value Decomposition and Application to Recommender System.

[BibT_eX]

[DOI]

Feiping Nie

CoRR, 2018

Minimal Support Vector Machine.

[BibT_eX]

[DOI]

CoRR, 2018

Transductive Semi-Supervised Deep Learning Using Min-Max Features.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018, 2018

Exercise-Enhanced Sequential Modeling for Student Performance Prediction.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Active Learning for Classification with Maximum Model Change.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2017

From Protein Sequence to Protein Function via Multi-Label Linear Discriminant Analysis.

[BibT_eX]

[DOI]

IEEE ACM Trans. Comput. Biol. Bioinform., 2017

Multiple Images Recovery Using a Single Affine Transformation.

[BibT_eX]

[DOI]

CoRR, 2017

Outlier Regularization for Vector Data and L21 Norm Robustness.

[BibT_eX]

[DOI]

CoRR, 2017

L1-norm Error Function Robustness and Outlier Regularization.

[BibT_eX]

[DOI]

CoRR, 2017

Graph Matching via Multiplicative Update Algorithm.

[BibT_eX]

[DOI]

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

Saliency Detection via A Graph Based Diffusion Model.

[BibT_eX]

[DOI]

Proceedings of the Graph-Based Representations in Pattern Recognition, 2017

Binary Constraint Preserving Graph Matching.

[BibT_eX]

[DOI]

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

Rank Ordering Constraints Elimination with Application for Kernel Learning.

[BibT_eX]

[DOI]

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

Nonnegative Orthogonal Graph Matching.

[BibT_eX]

[DOI]

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

2016

Robust Out-of-Sample Data Recovery.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

A Harmonic Mean Linear Discriminant Analysis for Robust Image Classification.

[BibT_eX]

[DOI]

Proceedings of the 28th IEEE International Conference on Tools with Artificial Intelligence, 2016

Accelerating Deep Learning with Shrinkage and Recall.

[BibT_eX]

[DOI]

Abhinav Vishnu

Proceedings of the 22nd IEEE International Conference on Parallel and Distributed Systems, 2016

2015

Similarity Learning of Manifold Data.

[BibT_eX]

[DOI]

Si-Bao Chen

IEEE Trans. Cybern., 2015

PCA-guided search for K-means.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2015

Inferring disease associations of the long non-coding RNAs through non-negative matrix factorization.

[BibT_eX]

[DOI]

Netw. Model. Anal. Health Informatics Bioinform., 2015

Joint Schatten p-norm and ℓp-norm robust matrix completion for missing value recovery.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2015

Correlated Protein Function Prediction via Maximization of Data-Knowledge Consistency.

[BibT_eX]

[DOI]

J. Comput. Biol., 2015

An algorithm framework of sparse minimization for positive definite quadratic forms.

[BibT_eX]

[DOI]

Si-Bao Chen

Neurocomputing, 2015

eQTL epistasis: detecting epistatic effects and inferring hierarchical relationships of genes in biological pathways.

[BibT_eX]

[DOI]

Bioinform., 2015

A Closed Form Solution to Multi-View Low-Rank Regression.

[BibT_eX]

[DOI]

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

A Local Sparse Model for Matching Problem.

[BibT_eX]

[DOI]

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

2014

A Framework for Hierarchical Ensemble Clustering.

[BibT_eX]

[DOI]

Li Zheng

ACM Trans. Knowl. Discov. Data, 2014

Extended linear regression for undersampled face recognition.

[BibT_eX]

[DOI]

Sibao Chen

J. Vis. Commun. Image Represent., 2014

Kernel Alignment Inspired Linear Discriminant Analysis.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014

Covariate-Correlated Lasso for Feature Selection.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014

Active Learning for Support Vector Machines with Maximum Model Change.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014

Exclusive Feature Learning on Arbitrary Structures via \ell_{1, 2}-norm.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

Feature Selection at the Discrete Limit.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

Robust Non-Negative Dictionary Learning.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

Pairwise-Covariance Linear Discriminant Analysis.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

Non-Convex Feature Learning via L_{p, inf} Operator.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013

Robust Manifold Nonnegative Matrix Factorization.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2013

Non-negative Tri-factor tensor decomposition with applications.

[BibT_eX]

[DOI]

Zhongyuan Zhang

Knowl. Inf. Syst., 2013

Toward structural sparsity: an explicit ℓ2/ℓ0 approach.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2013

Predicting Protein-Protein Interactions from Multimodal Biological Data Sources via Nonnegative Matrix Tri-Factorization.

[BibT_eX]

[DOI]

J. Comput. Biol., 2013

Function-Function Correlated Multi-label Protein Function Prediction over Interaction Networks.

[BibT_eX]

[DOI]

J. Comput. Biol., 2013

Collective Kernel Construction in Noisy Environment.

[BibT_eX]

[DOI]

Proceedings of the 13th SIAM International Conference on Data Mining, 2013

Minimal Shrinkage for Noisy Data Recovery Using Schatten-p Norm Objective.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2013

On the equivalent of low-rank linear regressions and linear discriminant analysis based regressions.

[BibT_eX]

[DOI]

Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

Protein Function Prediction via Laplacian Network Partitioning Incorporating Function Category Correlations.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2013, 2013

Early Active Learning via Robust Representation and Structured Sparsity.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2013, 2013

Adaptive Loss Minimization for Semi-Supervised Elastic Embedding.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2013, 2013

Social Trust Prediction Using Rank-k Matrix Recovery.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2013, 2013

Efficient Algorithms for Selecting Features with Arbitrary Group Constraints via Group Lasso.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

Robust Tucker Tensor Decomposition for Effective Image Representation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2013

Heterogeneous Visual Features Fusion via Sparse Multimodal Machine.

[BibT_eX]

[DOI]

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

Graph-Laplacian PCA: Closed-Form Solution and Robustness.

[BibT_eX]

[DOI]

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

Probabilistic solutions of influence propagation on social networks.

[BibT_eX]

[DOI]

Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

Supervised and Projected Sparse Coding for Image Classification.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013

Uncorrelated Lasso.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013

Nonnegative Matrix Factorizations for Clustering: A Survey.

[BibT_eX]

Proceedings of the Data Clustering: Algorithms and Applications, 2013

2012

Enhancing Collaborative Filtering by User Interest Expansion via Personalized Ranking.

[BibT_eX]

[DOI]

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

Joint stage recognition and anatomical annotation of drosophila gene expression patterns.

[BibT_eX]

[DOI]

Bioinform., 2012

Towards a bridge between cost and wealth in risk-aware planning.

[BibT_eX]

[DOI]

Yong Lin

Fillia Makedon

Appl. Intell., 2012

Symmetric Nonnegative Matrix Factorization for Graph Clustering.

[BibT_eX]

[DOI]

Da Kuang

Haesun Park

Proceedings of the Twelfth SIAM International Conference on Data Mining, 2012

Maximum Consistency Preferential Random Walks.

[BibT_eX]

[DOI]

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

Forging The Graphs: A Low Rank and Positive Semidefinite Graph Learning Approach.

[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

Selective Labeling via Error Bound Minimization.

[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

An Efficient Algorithm for Feature Selection with Feature Correlation.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Science and Intelligent Data Engineering, 2012

An Iterative Locally Linear Embedding Algorithm.

[BibT_eX]

[DOI]

Proceedings of the 29th International Conference on Machine Learning, 2012

Robust Kernel Nonnegative Matrix Factorization.

[BibT_eX]

[DOI]

Zhichen Xia

Edmond Chow

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

Robust Matrix Completion via Joint Schatten p-Norm and lp-Norm Minimization.

[BibT_eX]

[DOI]

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

Parallelization with Multiplicative Algorithms for Big Data Mining.

[BibT_eX]

[DOI]

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

A Semi-definite Positive Linear Discriminant Analysis and Its Applications.

[BibT_eX]

[DOI]

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

An efficient algorithm for L1-norm principal component analysis.

[BibT_eX]

[DOI]

Linbin Yu

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Nonnegative matrix factorization using a robust error function.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Simultaneous Image Classification and Annotation via Biased Random Walk on Tri-relational Graph.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2012, 2012

Multi-label ReliefF and F-statistic feature selections for image annotation.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Infobox suggestion for Wikipedia entities.

[BibT_eX]

[DOI]

Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

Robust Integrated Locally Linear Embedding.

[BibT_eX]

[DOI]

Proceedings of the Biometric Recognition - 7th Chinese Conference, 2012

Low-Rank Matrix Recovery via Efficient Schatten p-Norm Minimization.

[BibT_eX]

[DOI]

Feiping Nie

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

2011

Community discovery using nonnegative matrix factorization.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2011

Guest editorial: special issue on data mining with matrices, graphs and tensors.

[BibT_eX]

[DOI]

Fei Wang

Data Min. Knowl. Discov., 2011

Low-order tensor decompositions for social tagging recommendation.

[BibT_eX]

[DOI]

Proceedings of the Forth International Conference on Web Search and Web Data Mining, 2011

Cross-language web page classification via dual knowledge transfer using nonnegative matrix tri-factorization.

[BibT_eX]

[DOI]

Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

Multi-Subspace Representation and Discovery.

[BibT_eX]

[DOI]

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

Graph Evolution via Social Diffusion Processes.

[BibT_eX]

[DOI]

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

Are Tensor Decomposition Solutions Unique? On the Global Convergence HOSVD and ParaFac Algorithms.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2011

Maximum Margin Multi-Instance Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011

Gaussian Process for Recommender Systems.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Science, Engineering and Management, 2011

Angular Decomposition.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2011, 2011

Robust Principal Component Analysis with Non-Greedy l1-Norm Maximization.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2011, 2011

Cluster Indicator Decomposition for Efficient Matrix Factorization.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2011, 2011

On Trivial Solution and Scale Transfer Problems in Graph Regularized NMF.

[BibT_eX]

[DOI]

Quanquan Gu

Jiawei Han

Proceedings of the IJCAI 2011, 2011

Cauchy Graph Embedding.

[BibT_eX]

[DOI]

Proceedings of the 28th International Conference on Machine Learning, 2011

Tensor Fold-in Algorithms for Social Tagging Prediction.

[BibT_eX]

[DOI]

Zhifang Liao

Proceedings of the 11th IEEE International Conference on Data Mining, 2011

Nonnegative Matrix Tri-factorization Based High-Order Co-clustering and Its Fast Implementation.

[BibT_eX]

[DOI]

Proceedings of the 11th IEEE International Conference on Data Mining, 2011

Multi-Class L2, 1-Norm Support Vector Machine.

[BibT_eX]

[DOI]

Proceedings of the 11th IEEE International Conference on Data Mining, 2011

Consensus spectral clustering in near-linear time.

[BibT_eX]

[DOI]

Proceedings of the 27th International Conference on Data Engineering, 2011

Sparse multi-task regression and feature selection to identify brain imaging predictors for memory performance.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2011

Dyadic transfer learning for cross-domain image classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2011

Unsupervised and semi-supervised learning via ℓ1-norm graph.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2011

Discriminative high order SVD: Adaptive tensor subspace selection for image classification, clustering, and retrieval.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2011

Image annotation using bi-relational graph of images and semantic labels.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Simultaneous clustering of multi-type relational data via symmetric nonnegative matrix tri-factorization.

[BibT_eX]

[DOI]

Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

Robust nonnegative matrix factorization using L21-norm.

[BibT_eX]

[DOI]

Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

Integrating Clustering and Multi-Document Summarization by Bi-Mixture Probabilistic Latent Semantic Analysis (PLSA) with Sentence Bases.

[BibT_eX]

[DOI]

Chao Shen

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

Multi-Level Cluster Indicator Decompositions of Matrices and Tensors.

[BibT_eX]

[DOI]

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

Linear Discriminant Analysis: New Formulations and Overfit Analysis.

[BibT_eX]

[DOI]

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

2010

Convex and Semi-Nonnegative Matrix Factorizations.

[BibT_eX]

[DOI]

Michael I. Jordan

IEEE Trans. Pattern Anal. Mach. Intell., 2010

On the eigenvectors of p-Laplacian.

[BibT_eX]

[DOI]

Mach. Learn., 2010

Binary matrix factorization for analyzing gene expression data.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2010

Determining modular organization of protein interaction networks by maximizing modularity density.

[BibT_eX]

[DOI]

BMC Syst. Biol., 2010

Feature subset non-negative matrix factorization and its applications to document understanding.

[BibT_eX]

[DOI]

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

Closed form solution of similarity algorithms.

[BibT_eX]

[DOI]

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

Bridging Domains with Words: Opinion Analysis with Matrix Tri-factorizations.

[BibT_eX]

[DOI]

Proceedings of the SIAM International Conference on Data Mining, 2010

Collaborative Filtering: Weighted Nonnegative Matrix Factorization Incorporating User and Item Graphs.

[BibT_eX]

[DOI]

Quanquan Gu

Jie Zhou

Proceedings of the SIAM International Conference on Data Mining, 2010

Directed Graph Learning via High-Order Co-linkage Analysis.

[BibT_eX]

[DOI]

Dimitrios G. Konstantinides

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2010

Improved MinMax Cut Graph Clustering with Nonnegative Relaxation.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2010

Modeling reliability for wireless sensor node coverage in assistive testbeds.

[BibT_eX]

[DOI]

Zhengyi Le

Eric Becker

Fillia Makedon

Proceedings of the 3rd International Conference on Pervasive Technologies Related to Assistive Environments, 2010

Efficient and Robust Feature Selection via Joint ℓ2, 1-Norms Minimization.

[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

Network community discovery: solving modularity clustering via normalized cut.

[BibT_eX]

[DOI]

Linbin Yu

Proceedings of the Eighth Workshop on Mining and Learning with Graphs, 2010

Hierarchical Ensemble Clustering.

[BibT_eX]

[DOI]

Li Zheng

Proceedings of the ICDM 2010, 2010

Integrating Symmetric Nonnegative Matrix Factorization and Normalized Cut Spectral Clustering.

[BibT_eX]

[DOI]

Zhichen Xia

Proceedings of the ICDMW 2010, 2010

Weighted Feature Subset Non-negative Matrix Factorization and Its Applications to Document Understanding.

[BibT_eX]

[DOI]

Proceedings of the ICDM 2010, 2010

Towards Structural Sparsity: An Explicit l2/l0 Approach.

[BibT_eX]

[DOI]

Proceedings of the ICDM 2010, 2010

Multi-label Feature Transform for Image Classifications.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision, 2010

Image Categorization Using Directed Graphs.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision, 2010

Multi-label Linear Discriminant Analysis.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2010, 2010

Exploiting user interests for collaborative filtering: interests expansion via personalized ranking.

[BibT_eX]

[DOI]

Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

Discriminant Laplacian Embedding.

[BibT_eX]

[DOI]

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

Multi-Label Classification: Inconsistency and Class Balanced K-Nearest Neighbor.

[BibT_eX]

[DOI]

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

2009

Dimension Reduction Techniques for Clustering.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Database Systems, 2009

KDD2009 workshop report DMMT'09: data mining using matrices and tensors.

[BibT_eX]

[DOI]

SIGKDD Explor., 2009

Knowledge transformation for cross-domain sentiment classification.

[BibT_eX]

[DOI]

Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2009

Integrated KL (K-means - Laplacian) Clustering: A New Clustering Approach by Combining Attribute Data and Pairwise Relations.

[BibT_eX]

[DOI]

Fei Wang

Proceedings of the SIAM International Conference on Data Mining, 2009

K-Subspace Clustering.

[BibT_eX]

[DOI]

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

Consensus group stable feature selection.

[BibT_eX]

[DOI]

Steven Loscalzo

Lei Yu

Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009

Label Propagation on K-partite Graphs.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning and Applications, 2009

Non-negative Laplacian Embedding.

[BibT_eX]

[DOI]

Proceedings of the ICDM 2009, 2009

Image annotation using multi-label correlated Green's function.

[BibT_eX]

[DOI]

Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

Symmetric two dimensional linear discriminant analysis (2DLDA).

[BibT_eX]

[DOI]

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

2008

KDD2008 workshop report DMMT'08: data mining using matrices and tensors.

[BibT_eX]

[DOI]

Shenghuo Zhu

SIGKDD Explor., 2008

Efficient Parallel I/O in Community Atmosphere Model (CAM).

[BibT_eX]

[DOI]

Yu-heng Tseng

Int. J. High Perform. Comput. Appl., 2008

On the equivalence between Non-negative Matrix Factorization and Probabilistic Latent Semantic Indexing.

[BibT_eX]

[DOI]

Wei Peng

Comput. Stat. Data Anal., 2008

Multi-document summarization via sentence-level semantic analysis and symmetric matrix factorization.

[BibT_eX]

[DOI]

Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2008

Knowledge transformation from word space to document space.

[BibT_eX]

[DOI]

Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2008

Posterior probabilistic clustering using NMF.

[BibT_eX]

[DOI]

Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2008

Weighted Consensus Clustering.

[BibT_eX]

[DOI]

Proceedings of the SIAM International Conference on Data Mining, 2008

Stable feature selection via dense feature groups.

[BibT_eX]

[DOI]

Lei Yu

Steven Loscalzo

Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008

Simultaneous tensor subspace selection and clustering: the equivalence of high order svd and k-means clustering.

[BibT_eX]

[DOI]

Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008

Nonnegative Matrix Factorization for Combinatorial Optimization: Spectral Clustering, Graph Matching, and Clique Finding.

[BibT_eX]

[DOI]

Michael I. Jordan

Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

Robust tensor factorization using R1 norm.

[BibT_eX]

[DOI]

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

Tensor reduction error analysis - Applications to video compression and classification.

[BibT_eX]

[DOI]

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

2007

A learning framework using Green's function and kernel regularization with application to recommender system.

[BibT_eX]

[DOI]

Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007

Finding Hotspots in Document Collection.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2007), 2007

Adaptive dimension reduction using discriminant analysis and K-means clustering.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning, 2007

Binary Matrix Factorization with Applications.

[BibT_eX]

[DOI]

Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

Solving Consensus and Semi-supervised Clustering Problems Using Nonnegative Matrix Factorization.

[BibT_eX]

[DOI]

Michael I. Jordan

Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

A Two-Stage Gene Selection Algorithm by Combining ReliefF and mRMR.

[BibT_eX]

[DOI]

Yi Zhang

Proceedings of the 7th IEEE International Conference on Bioinformatics and Bioengineering, 2007

2006

Dynamic Cluster Formation Using Level Set Methods.

[BibT_eX]

[DOI]

Andy M. Yip

Tony F. Chan

IEEE Trans. Pattern Anal. Mach. Intell., 2006

Transitive closure and metric inequality of weighted graphs: detecting protein interaction modules using cliques.

[BibT_eX]

[DOI]

Int. J. Data Min. Bioinform., 2006

PSoL: a positive sample only learning algorithm for finding non-coding RNA genes.

[BibT_eX]

[DOI]

Bioinform., 2006

NMF and PLSI: equivalence and a hybrid algorithm.

[BibT_eX]

[DOI]

Wei Peng

Proceedings of the SIGIR 2006: Proceedings of the 29th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2006

Orthogonal nonnegative matrix t-factorizations for clustering.

[BibT_eX]

[DOI]

Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2006

Supernova Recognition Using Support Vector Machines.

[BibT_eX]

[DOI]

Raquel A. Romano

Cecilia R. Aragon

Proceedings of the Fifth International Conference on Machine Learning and Applications, 2006

R1-PCA: rotational invariant L1-norm principal component analysis for robust subspace factorization.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning, 2006

The Relationships Among Various Nonnegative Matrix Factorization Methods for Clustering.

[BibT_eX]

[DOI]

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

Biclustering Protein Complex Interactions with a Biclique Finding Algorithm.

[BibT_eX]

[DOI]

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

Nonnegative Matrix Factorization and Probabilistic Latent Semantic Indexing: Equivalence Chi-Square Statistic, and a Hybrid Method.

[BibT_eX]

[DOI]

Wei Peng

Proceedings of the Proceedings, 2006

2005

Feature Selection Based on Mutual Information: Criteria of Max-Dependency, Max-Relevance, and Min-Redundancy.

[BibT_eX]

[DOI]

Fuhui Long

IEEE Trans. Pattern Anal. Mach. Intell., 2005

Minimum Redundancy Feature Selection from Microarray Gene Expression Data.

[BibT_eX]

[DOI]

J. Bioinform. Comput. Biol., 2005

A probabilistic model for Latent Semantic Indexing.

[BibT_eX]

[DOI]

J. Assoc. Inf. Sci. Technol., 2005

Term norm distribution and its effects on Latent Semantic Indexing.

[BibT_eX]

[DOI]

Parry Husbands

Horst D. Simon

Inf. Process. Manag., 2005

Coupling Multicomponent Models with MPH on Distributed Memory Computer Architectures.

[BibT_eX]

[DOI]

Int. J. High Perform. Comput. Appl., 2005

CPL6: The New Extensible, High Performance Parallel Coupler for the Community Climate System Model.

[BibT_eX]

[DOI]

Int. J. High Perform. Comput. Appl., 2005

Evolving Feature Selection.

[BibT_eX]

[DOI]

IEEE Intell. Syst., 2005

Comparative mapping of sequence-based and structure-based protein domains.

[BibT_eX]

[DOI]

BMC Bioinform., 2005

2-Dimensional Singular Value Decomposition for 2D Maps and Images.

[BibT_eX]

[DOI]

Jieping Ye

Proceedings of the 2005 SIAM International Conference on Data Mining, 2005

On the Equivalence of Nonnegative Matrix Factorization and Spectral Clustering.

[BibT_eX]

[DOI]

Proceedings of the 2005 SIAM International Conference on Data Mining, 2005

Identification of Functional Modules in Protein Complexes via Hyperclique Pattern Discovery.

[BibT_eX]

[DOI]

Proceedings of the Biocomputing 2005, 2005

Cluster Aggregate Inequality and Multi-level Hierarchical Clustering.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Discovery in Databases: PKDD 2005, 2005

A Probabilistic Approach for Optimizing Spectral Clustering.

[BibT_eX]

[DOI]

Rong Jin

Feng Kang

Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005

Finding cliques in protein interaction networks via transitive closure of a weighted graph.

[BibT_eX]

[DOI]

Proceedings of the 5th international workshop on Bioinformatics, 2005

Nonnegative Lagrangian Relaxation of K-Means and Spectral Clustering.

[BibT_eX]

[DOI]

Horst D. Simon

Proceedings of the Machine Learning: ECML 2005, 2005

A Multi-Level Approach to SCOP Fold Recognition.

[BibT_eX]

[DOI]

Keith Marsolo

Srinivasan Parthasarathy

Proceedings of the Fifth IEEE International Symposium on Bioinformatic and Bioengineering (BIBE 2005), 2005

2004

Link Analysis: Hubs and Authorities on the World Wide Web.

[BibT_eX]

[DOI]

SIAM Rev., 2004

Principal Component Analysis and Effective K-Means Clustering.

[BibT_eX]

[DOI]

Proceedings of the Fourth SIAM International Conference on Data Mining, 2004

K-nearest-neighbor consistency in data clustering: incorporating local information into global optimization.

[BibT_eX]

[DOI]

Proceedings of the 2004 ACM Symposium on Applied Computing (SAC), 2004

Cluster Structure of K-means Clustering via Principal Component Analysis.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2004

Integrating Program Component Executables on Distributed Memory Architectures via MPH.

[BibT_eX]

[DOI]

Proceedings of the 18th International Parallel and Distributed Processing Symposium (IPDPS 2004), 2004

K-means clustering via principal component analysis.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning, 2004

Linearized cluster assignment via spectral ordering.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning, 2004

Positive Sample Only Learning (PSOL) for Predicting RNA Genes in E. coli.

[BibT_eX]

[DOI]

Proceedings of the 3rd International IEEE Computer Society Computational Systems Bioinformatics Conference, 2004

Contraction Graphs for Representation and Analysis of RNA Secondary Structure.

[BibT_eX]

[DOI]

Proceedings of the 3rd International IEEE Computer Society Computational Systems Bioinformatics Conference, 2004

2003

Unsupervised Feature Selection Via Two-way Ordering in Gene Expression Analysis.

[BibT_eX]

[DOI]

Bioinform., 2003

Data Clustering: Principal Components, Hopfield and Self-Aggregation Networks.

[BibT_eX]

[DOI]

Proceedings of the IJCAI-03, 2003

Structure Search and Stability Enhancement of Bayesian Networks.

[BibT_eX]

[DOI]

Proceedings of the 3rd IEEE International Conference on Data Mining (ICDM 2003), 2003

Document Retrieval and Clustering: from Principal Component Analysis to Self-aggregation Networks.

[BibT_eX]

[DOI]

Proceedings of the Ninth International Workshop on Artificial Intelligence and Statistics, 2003

2002

MPI and OpenMP Paradigms on Cluster of SMP Architectures: The Vacancy Tracking Algorithm for Multi-Dimensional Array Transposition.

[BibT_eX]

[DOI]

Parallel Distributed Comput. Pract., 2002

Web document clustering using hyperlink structures.

[BibT_eX]

[DOI]

Comput. Stat. Data Anal., 2002

An Evaluation of MPI and OpenMP Paradigms for Multi-Dimensional Data Remapping.

[BibT_eX]

[DOI]

Proceedings of the OpenMP Shared Memory Parallel Programming, 2002

PageRank, HITS and a unified framework for link analysis.

[BibT_eX]

[DOI]

Proceedings of the SIGIR 2002: Proceedings of the 25th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2002

Analysis of gene expression profiles: class discovery and leaf ordering.

[BibT_eX]

[DOI]

Proceedings of the Sixth Annual International Conference on Computational Biology, 2002

Unsupervised Learning: Self-aggregation in Scaled Principal Component Space.

[BibT_eX]

[DOI]

Proceedings of the Principles of Data Mining and Knowledge Discovery, 2002

Adaptive dimension reduction for clustering high dimensional data.

[BibT_eX]

[DOI]

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

Cluster merging and splitting in hierarchical clustering algorithms.

[BibT_eX]

[DOI]

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

2001

An Optimal Index Reshuffle Algorithm for Multidimensional Arrays and Its Applications for Parallel Architectures.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2001

Using Accurate Arithmetics to Improve Numerical Reproducibility and Stability in Parallel Applications.

[BibT_eX]

[DOI]

J. Supercomput., 2001

High Performance Computations for Large Scale Simulations of Subsurface Multiphase Fluid and Heat Flow.

[BibT_eX]

[DOI]

Erik Elmroth

Yu-Shu Wu

J. Supercomput., 2001

Multi-class protein fold recognition using support vector machines and neural networks.

[BibT_eX]

[DOI]

Inna Dubchak

Bioinform., 2001

A ghost cell expansion method for reducing communications in solving PDE problems.

[BibT_eX]

[DOI]

Proceedings of the 2001 ACM/IEEE conference on Supercomputing, 2001

Spectral Relaxation for K-means Clustering.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, 2001

A spectral method to separate disconnected and nearly-disconnected web graph components.

[BibT_eX]

[DOI]

Hongyuan Zha

Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining, 2001

Automatic Topic Identification Using Webpage Clustering.

[BibT_eX]

[DOI]

Proceedings of the 2001 IEEE International Conference on Data Mining, 29 November, 2001

A Min-max Cut Algorithm for Graph Partitioning and Data Clustering.

[BibT_eX]

[DOI]

Proceedings of the 2001 IEEE International Conference on Data Mining, 29 November, 2001

Bipartite Graph Partitioning and Data Clustering.

[BibT_eX]

[DOI]

Proceedings of the 2001 ACM CIKM International Conference on Information and Knowledge Management, 2001

1999

High Performance Fortran for practical scientific algorithms: An up-to-date evaluation.

[BibT_eX]

[DOI]

Future Gener. Comput. Syst., 1999

A Similarity-based Probability Model for Latent Semantic Indexing.

[BibT_eX]

[DOI]

Proceedings of the SIGIR '99: Proceedings of the 22nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 1999

A Parallel Implementation of the TOUGH2 Software Package for Large Scale Multiphase Fluid and Heat Flow Simulations.

[BibT_eX]

[DOI]

Proceedings of the ACM/IEEE Conference on Supercomputing, 1999

Data Organization and I/O in a Parallel Ocean Circulation Model.

[BibT_eX]

[DOI]