Citation Impact
Citing Papers
Dimensionality Reduction of Multimodal Labeled Data by Local Fisher Discriminant Analysis
2007
Distance Metric Learning for Large Margin Nearest Neighbor Classification
2009 Standout
Atomic contact vectors in protein‐protein recognition
2003
State-of-the-art in artificial neural network applications: A survey
2018 Standout
Multi-feature shape regression for face alignment
2018
Differential expression analysis for sequence count data
2010 Standout
Airborne and spaceborne remote sensing for archaeological and cultural heritage applications: A review of the century (1907–2017)
2019 Standout
Benchmarking Least Squares Support Vector Machine Classifiers
2003
Enhanced Local Texture Feature Sets for Face Recognition Under Difficult Lighting Conditions
2010 Standout
Capitalize on dimensionality increasing techniques for improving face recognition grand challenge performance
2006
Supervised Gaussian Process Latent Variable Model for Dimensionality Reduction
2010
Fast and Accurate Modeling of Molecular Atomization Energies with Machine Learning
2012 Standout
Fast Support Vector Data Descriptions for Novelty Detection
2010
Bilinear Analysis for Kernel Selection and Nonlinear Feature Extraction
2007
Locality-Preserved Maximum Information Projection
2008
Extreme Learning Machine for Regression and Multiclass Classification
2011 Standout
Globally Maximizing, Locally Minimizing: Unsupervised Discriminant Projection with Applications to Face and Palm Biometrics
2007
Optimized Data Fusion for Kernel k-Means Clustering
2011
A “solvated rotamer” approach to modeling water‐mediated hydrogen bonds at protein–protein interfaces
2005 StandoutNobel
KPCA plus LDA: a complete kernel Fisher discriminant framework for feature extraction and recognition
2005
Face Recognition Using Total Margin-Based Adaptive Fuzzy Support Vector Machines
2007
Robust Face Recognition via Sparse Representation
2009 Standout
Survey of Clustering Algorithms
2005 Standout
Granular Computing: Perspectives and Challenges
2013 Standout
Artificial intelligence for fault diagnosis of rotating machinery: A review
2018 Standout
Large Margin Low Rank Tensor Analysis
2014
Time-series prediction using a local linear wavelet neural network
2005 Standout
Learning from Imbalanced Data
2009 Standout
Locality preserving discriminant projections for face and palmprint recognition
2010
Deep neural networks: A promising tool for fault characteristic mining and intelligent diagnosis of rotating machinery with massive data
2015 Standout
Projected gradient method for kernel discriminant nonnegative matrix factorization and the applications
2010
A Review of Computer Vision Techniques for the Analysis of Urban Traffic
2011 Standout
Automatic archaeological feature extraction from satellite VHR images
2009
Thermal image enhancement using bi-dimensional empirical mode decomposition in combination with relevance vector machine for rotating machinery fault diagnosis
2013
Deep learning for smart manufacturing: Methods and applications
2018 Standout
Maximum Neighborhood Margin Discriminant Projection for Classification
2014 Standout
Wireless Communication Technologies for Safe Cooperative Cyber Physical Systems
2018 Standout
A novel prediction method based on the support vector regression for the remaining useful life of lithium-ion batteries
2018
Bayesian CP Factorization of Incomplete Tensors with Automatic Rank Determination
2015 Standout
Toward automated power line corridor monitoring using advanced aircraft control and multisource feature fusion
2011
Kernel Nonparametric Weighted Feature Extraction for Hyperspectral Image Classification
2009
Support vector machines-based fault diagnosis for turbo-pump rotor
2005
Estimating the Support of a High-Dimensional Distribution
2001 Standout
Feature extraction based on semi-supervised kernel Marginal Fisher analysis and its application in bearing fault diagnosis
2013
Recent advances in visual and infrared face recognition—a review
2004
Particle swarm optimization for parameter determination and feature selection of support vector machines
2007 Standout
A SVM framework for fault detection of the braking system in a high speed train
2016
Fault diagnosis based on support vector machines with parameter optimisation by artificial immunisation algorithm
2006
Rolling element bearing diagnostics using the Case Western Reserve University data: A benchmark study
2015 Standout
Discriminant sparse neighborhood preserving embedding for face recognition
2012
Infrared and visible image fusion methods and applications: A survey
2018 Standout
Kernel Discriminant Analysis Using Triangular Kernel for Semantic Scene Classification
2009
Feature vector regression with efficient hyperparameters tuning and geometric interpretation
2016
Probabilistic Principal Component Analysis
1999 Standout
Simulating complex urban development using kernel-based non-linear cellular automata
2008
An adaptive online learning approach for Support Vector Regression: Online-SVR-FID
2016
Hierarchical k-nearest neighbours classification and binary differential evolution for fault diagnostics of automotive bearings operating under variable conditions
2016
Support vector machine in machine condition monitoring and fault diagnosis
2007 Standout
An approach to fault diagnosis of reciprocating compressor valves using Teager–Kaiser energy operator and deep belief networks
2014
Machinery health prognostics: A systematic review from data acquisition to RUL prediction
2017 Standout
Fault diagnosis of single-phase induction motor based on acoustic signals
2018 Standout
Improvements to Platt's SMO Algorithm for SVM Classifier Design
2001 Standout
Multiclass LS-SVMs: Moderated Outputs and Coding-Decoding Schemes
2002
Feature Mining for Hyperspectral Image Classification
2013
A survey on object detection in optical remote sensing images
2016 Standout
Battery Lifetime Prognostics
2020 Standout
3D Virtual worlds and the metaverse
2013 Standout
Performance validation of vehicle platooning through intelligible analytics
2018
Late Fusion Incomplete Multi-View Clustering
2018 Standout
Graph Embedding and Extensions: A General Framework for Dimensionality Reduction
2006 Standout
The role of big data in smart city
2016 Standout
Nonlinear nonnegative matrix factorization based on Mercer kernel construction
2011
Secure integration of IoT and Cloud Computing
2016 Standout
A Tutorial on Multilabel Learning
2015 Standout
Computer vision and deep learning techniques for pedestrian detection and tracking: A survey
2018 Standout
Joint Embedding Learning and Sparse Regression: A Framework for Unsupervised Feature Selection
2013 Standout
Remote sensing methods for power line corridor surveys
2016 Standout
A Review of Fault Detection and Diagnosis for the Traction System in High-Speed Trains
2019 Standout
Gaussian kernel based fuzzy rough sets: Model, uncertainty measures and applications
2010
Applications of machine learning to machine fault diagnosis: A review and roadmap
2020 Standout
A future land use simulation model (FLUS) for simulating multiple land use scenarios by coupling human and natural effects
2017 Standout
Time series analysis using normalized PG-RBF network with regression weights
2002
Benchmarking Classification Models for Software Defect Prediction: A Proposed Framework and Novel Findings
2008 Standout
New Support Vector Algorithms
2000 Standout
CloudID: Trustworthy cloud-based and cross-enterprise biometric identification
2015
Mining Personal Data Using Smartphones and Wearable Devices: A Survey
2015
Using FCMC, FVS, and PCA Techniques for Feature Extraction of Multispectral Images
2005
Gabor-Based Region Covariance Matrices for Face Recognition
2008
Nonnegative Matrix Factorization: A Comprehensive Review
2012 Standout
A review of novelty detection
2014 Standout
Deep Feature Extraction and Classification of Hyperspectral Images Based on Convolutional Neural Networks
2016 Standout
An introduction to kernel-based learning algorithms
2001 Standout
Prediction of Land Use and Land Cover Changes for North Sumatra, Indonesia, Using an Artificial-Neural-Network-Based Cellular Automaton
2019 Standout
Real-time facial expression recognition using STAAM and layered GDA classifier
2008
Locality-Based Discriminant Neighborhood Embedding
2012
Works of F. Anouar being referenced
Generalized Discriminant Analysis Using a Kernel Approach
2000
Feature vector selection and projection using kernels
2003
Probabilistic self-organizing map and radial basis function networks
1998