Learning in high-dimensional multimedia data: the state of the art

Canonical feature selection for joint regression and multi-class identification in Alzheimer’s disease diagnosis

(2015) Xiaofeng Zhu et al.   Brain Imaging and Behavior

Relative discrimination criterion – A novel feature ranking method for text data

(2015) Abdur Rehman et al.   EXPERT SYSTEMS WITH APPLICATIONS

Optimized Cartesian K-Means

(2015) Jianfeng Wang et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Compact Image Fingerprint Via Multiple Kernel Hashing

(2015) Fuhao Zou et al.   IEEE TRANSACTIONS ON MULTIMEDIA

Automatic Filling of Hidden Web Forms

(2015) Gustavo Zanini Kantorski et al.   SIGMOD RECORD

A Sparse Embedding and Least Variance Encoding Approach to Hashing

(2014) Xiaofeng Zhu et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Indoor Scene Understanding with RGB-D Images: Bottom-up Segmentation, Object Detection and Semantic Segmentation

(2014) Saurabh Gupta et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Robust Hashing With Local Models for Approximate Similarity Search

(2014) Jingkuan Song et al.   IEEE Transactions on Cybernetics

A survey on feature selection methods

(2013) Girish Chandrashekar et al.   COMPUTERS & ELECTRICAL ENGINEERING

Effective Multiple Feature Hashing for Large-Scale Near-Duplicate Video Retrieval

(2013) Jingkuan Song et al.   IEEE TRANSACTIONS ON MULTIMEDIA

A few useful things to know about machine learning

(2012) Pedro Domingos   COMMUNICATIONS OF THE ACM

Iterative Quantization: A Procrustean Approach to Learning Binary Codes for Large-Scale Image Retrieval

(2012) Yunchao Gong et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

A General Framework for Tracking Multiple People from a Moving Camera

(2012) Wongun Choi et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

A Survey on Filter Techniques for Feature Selection in Gene Expression Microarray Analysis

(2012) C. Lazar et al.   IEEE-ACM Transactions on Computational Biology and Bioinformatics

Nonnegative sparse coding induced hashing for image copy detection

(2012) Fuhao Zou et al.   NEUROCOMPUTING

Dimensionality reduction by Mixed Kernel Canonical Correlation Analysis

(2012) Xiaofeng Zhu et al.   PATTERN RECOGNITION

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

(2012) Xiaofeng Zhu et al.   PATTERN RECOGNITION

Least square regularized spectral hashing for similarity search

(2012) Fuhao Zou et al.   SIGNAL PROCESSING

LDAHash: Improved Matching with Smaller Descriptors

(2011) C. Strecha et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Product Quantization for Nearest Neighbor Search

(2010) H Jégou et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Extracting certainty from uncertainty: regret bounded by variation in costs

(2010) Elad Hazan et al.   MACHINE LEARNING

Semantic hashing

(2008) Ruslan Salakhutdinov et al.   INTERNATIONAL JOURNAL OF APPROXIMATE REASONING