Learning k for kNN Classification

Spatiotemporal Statistics for Video Quality Assessment

(2016) Xuelong Li et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Surveillance Video Synopsis via Scaling Down Objects

(2016) Xuelong Li et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

A-Optimal Projection for Image Representation

(2016) Xiaofei He et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Self-representation nearest neighbor search for classification

(2016) Shichao Zhang et al.   NEUROCOMPUTING

Nonconvex plus quadratic penalized low-rank and sparse decomposition for noisy image alignment

(2016) Xiai Chen et al.   Science China-Information Sciences

Telco User Activity Level Prediction with Massive Mobile Broadband Data

(2016) Chen Luo et al.   ACM Transactions on Intelligent Systems and Technology

Compact Structure Hashing via Sparse and Similarity Preserving Embedding

(2016) Renzhen Ye et al.   IEEE Transactions on Cybernetics

Block-Row Sparse Multiview Multilabel Learning for Image Classification

(2016) Xiaofeng Zhu et al.   IEEE Transactions on Cybernetics

Knowledge Engineering with Big Data

(2015) Xindong Wu et al.   IEEE INTELLIGENT SYSTEMS

Hierarchical Learning of Tree Classifiers for Large-Scale Plant Species Identification

(2015) Jianping Fan et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Feature selection by combining subspace learning with sparse representation

(2015) Debo Cheng et al.   MULTIMEDIA SYSTEMS

Nonnegative correlation coding for image classification

(2015) Zhen Dong et al.   Science China-Information Sciences

Local Structure-Based Sparse Representation for Face Recognition

(2015) Fan Liu et al.   ACM Transactions on Intelligent Systems and Technology

Scene Parsing From an MAP Perspective

(2015) Xuelong Li et al.   IEEE Transactions on Cybernetics

Assessing the Validity of QSARs for Ready Biodegradability of Chemicals: An Applicability Domain Perspective

(2014) Faizan Sahigara et al.   Current Computer-Aided Drug Design

Joint Block Structure Sparse Representation for Multi-Input–Multi-Output (MIMO) T–S Fuzzy System Identification

(2014) Minnan Luo et al.   IEEE TRANSACTIONS ON FUZZY SYSTEMS

Audio classification with low-rank matrix representation features

(2014) Ziqiang Shi et al.   ACM Transactions on Intelligent Systems and Technology

Data mining with big data

(2013) Xindong Wu et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Image collection summarization via dictionary learning for sparse representation

(2012) Chunlei Yang et al.   PATTERN RECOGNITION

Self-taught dimensionality reduction on the high-dimensional small-sized data

(2012) Xiaofeng Zhu et al.   PATTERN RECOGNITION

Shell-neighbor method and its application in missing data imputation

(2010) Shichao Zhang   APPLIED INTELLIGENCE

Missing Value Estimation for Mixed-Attribute Data Sets

(2010) Xiaofeng Zhu et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Iteratively reweighted least squares minimization for sparse recovery

(2009) Ingrid Daubechies et al.   COMMUNICATIONS ON PURE AND APPLIED MATHEMATICS

An Adaptable $k$-Nearest Neighbors Algorithm for MMSE Image Interpolation

(2009) K.S. Ni et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Deterministic Column-Based Matrix Decomposition

(2009) Xuelong Li et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Tailored Aggregation for Classification

(2009) T. Mary-Huard et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

K nearest neighbours with mutual information for simultaneous classification and missing data imputation

(2009) Pedro J. García-Laencina et al.   NEUROCOMPUTING

Nearest Neighbor Classification of Remote Sensing Images With the Maximal Margin Principle

(2008) E. Blanzieri et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

The Nearest Neighbor Algorithm of Local Probability Centers

(2008) Boyu Li et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS