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Yang J, Sun Q and Yuan Y (2018) Feature Extraction Using Fractional-Order Embedding Direct Linear Discriminant Analysis, Neural Processing Letters, 48:3, (1583-1595), Online publication date: 1-Dec-2018. Haut J, Paoletti M, Plaza J and Plaza A (2018) Fast dimensionality reduction and classification of hyperspectral images with extreme learning machines, Journal of Real-Time Image Processing, 15:3, (439-462), Online publication date: 1-Oct-2018. Zhi X, Yan H, Fan J and Zheng S (2018) Efficient discriminative clustering via QR decomposition-based Linear Discriminant Analysis, Knowledge-Based Systems, 153:C, (117-132), Online publication date: 1-Aug-2018. Xu J (2018) A weighted linear discriminant analysis framework for multi-label feature extraction, Neurocomputing, 275:C, (107-120), Online publication date: 31-Jan-2018. Zhang Z, Zhang H, Wen Y, Zhang Y and Yuan X (2018) Discriminative extraction of features from time series, Neurocomputing, 275:C, (2317-2328), Online publication date: 31-Jan-2018. Li R, Li C and Guan Y (2018) Inference of a compact representation of sensor fingerprint for source camera identification, Pattern Recognition, 74:C, (556-567), Online publication date: 1-Feb-2018. Kel'manov A and Motkova A (2018) Approximation Scheme for a Quadratic Euclidean Weighted 2-Clustering Problem, Pattern Recognition and Image Analysis, 28:1, (17-23), Online publication date: 1-Jan-2018. Borzov A, Labunets L and Steshenko V (2018) Noncanonical Spectral Model of Multidimensional Uniform Random Fields, Journal of Computer and Systems Sciences International, 57:6, (874-889), Online publication date: 1-Nov-2018. Song Y, Li Y and Qu J (2018) A New Approach for Supervised Dimensionality Reduction, International Journal of Data Warehousing and Mining, 14:4, (20-37), Online publication date: 1-Oct-2018.

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Hamedi M, Salleh S, Ting C, Astaraki M and Noor A (2018) Robust Facial Expression Recognition for MuCI, IEEE Transactions on Affective Computing, 9:1, (102-115), Online publication date: 1-Jan-2018. Hmood A, Suen C and Lam L (2018) An Enhanced Histogram of Oriented Gradient Descriptor for Numismatic Applications, Pattern Recognition and Image Analysis, 28:4, (569-587), Online publication date: 1-Oct-2018. Choo J, Kim H, Clarkson E, Liu Z, Lee C, Li F, Lee H, Kannan R, Stolper C, Stasko J and Park H (2018) VisIRR, ACM Transactions on Knowledge Discovery from Data, 12:1, (1-20), Online publication date: 23-Feb-2018. Wang F, Ma Y, Jin Y, Jiang Y and Wang Y (2018) RETRACTED ARTICLE, Multimedia Tools and Applications, 77:3, (3245-3260), Online publication date: 1-Feb-2018. Oliveira R, Papa J, Pereira A and Tavares J (2018) Computational methods for pigmented skin lesion classification in images, Neural Computing and Applications, 29:3, (613-636), Online publication date: 1-Feb-2018. Yang X, He L, Qu D and Zhang W (2018) Semi-supervised minimum redundancy maximum relevance feature selection for audio classification, Multimedia Tools and Applications, 77:1, (713-739), Online publication date: 1-Jan-2018. Shakoor M and Boostani R (2018) A novel advanced local binary pattern for image-based coral reef classification, Multimedia Tools and Applications, 77:2, (2561-2591), Online publication date: 1-Jan-2018. Ahmad W, Karnick H and Hegde R (2018) Client-wise cohort set selection by combining speaker- and phoneme-specific I-vectors for speaker verification, Multimedia Tools and Applications, 77:7, (8273-8294), Online publication date: 1-Apr-2018. Lu G, Zou J, Wang Y and Wang Z (2018) Sparse L1-norm-based linear discriminant analysis, Multimedia Tools and Applications, 77:13, (16155-16175), Online publication date: 1-Jul-2018.

Gkalelis N and Mezaris V Incremental Accelerated Kernel Discriminant Analysis Proceedings of the 25th ACM international conference on Multimedia, (1575-1583) Imani M and Ghassemian H (2017) Attribute profile based feature space discriminant analysis for spectral-spatial classification of hyperspectral images, Computers and Electrical Engineering, 62:C, (555-569), Online publication date: 1-Aug-2017. Cano G, Garcia-Rodriguez J, Garcia-Garcia A, Perez-Sanchez H, Benediktsson J, Thapa A and Barr A (2017) Automatic selection of molecular descriptors using random forest, Expert Systems with Applications: An International Journal, 72:C, (151-159), Online publication date: 15-Apr-2017. Xu K, Kim V, Huang Q and Kalogerakis E (2017) Data-Driven Shape Analysis and Processing, Computer Graphics Forum, 36:1, (101-132), Online publication date: 1-Jan-2017. Lorido-Botran T, Huerta S, Toms L, Tordsson J and Sanz B (2017) An unsupervised approach to online noisy-neighbor detection in cloud data centers, Expert Systems with Applications: An International Journal, 89:C, (188-204), Online publication date: 15-Dec-2017. Luo J, Tian Y and Yan X (2017) Clustering via fuzzy one-class quadratic surface support vector machine, Soft Computing - A Fusion of Foundations, Methodologies and Applications, 21:19, (5859-5865), Online publication date: 1-Oct-2017. Yuan S and Hsu S (2017) Enhancing service system design, Information Systems Frontiers, 19:3, (481-507), Online publication date: 1-Jun-2017. Salimi-Badr A, Ebadzadeh M and Darlot C (2017) A possible correlation between the basal ganglia motor function and the inverse kinematics calculation, Journal of Computational Neuroscience, 43:3, (295-318), Online publication date: 1-Dec-2017. Wang Z, Wang H, Tan J, Chen P and Xie C (2017) Robust object tracking via multi-scale patch based sparse coding histogram, Multimedia Tools and Applications, 76:10, (12181-12203), Online publication date: 1-May-2017.

Zhang Q and Chu T (2017) Learning in multimodal and mixmodal data, Multimedia Tools and Applications, 76:14, (15465-15489), Online publication date: 1-Jul-2017. Lu G, Zou J, Wang Y and Wang Z (2017) L1-norm based null space discriminant analysis, Multimedia Tools and Applications, 76:14, (15801-15816), Online publication date: 1-Jul-2017. Huang M, Lin R, Huang S and Xing T (2017) A novel approach for precipitation forecast via improved K-nearest neighbor algorithm, Advanced Engineering Informatics, 33:C, (89-95), Online publication date: 1-Aug-2017. Murthy K and Ghosh A (2017) Noisy-free Length Discriminant Analysis with cosine hyperbolic framework for dimensionality reduction, Expert Systems with Applications: An International Journal, 81:C, (88-107), Online publication date: 15-Sep-2017. Laohakiat S, Phimoltares S and Lursinsap C (2017) A clustering algorithm for stream data with LDA-based unsupervised localized dimension reduction, Information Sciences: an International Journal, 381:C, (104-123), Online publication date: 1-Mar-2017. Navarro G, Paredes R, Reyes N and Bustos C (2017) An empirical evaluation of intrinsic dimension estimators, Information Systems, 64:C, (206-218), Online publication date: 1-Mar-2017. Kontonatsios G, Brockmeier A, Przybya P, McNaught J, Mu T, Goulermas J and Ananiadou S (2017) A semi-supervised approach using label propagation to support citation screening, Journal of Biomedical Informatics, 72:C, (67-76), Online publication date: 1-Aug-2017. Pan Z, Wang Y and Ku W (2017) A new general nearest neighbor classification based on the mutual neighborhood information, Knowledge-Based Systems, 121:C, (142-152), Online publication date: 1-Apr-2017. Hassan A and Bhuiyan M (2017) An automated method for sleep staging from EEG signals using normal inverse Gaussian parameters and adaptive boosting, Neurocomputing, 219:C, (76-87), Online publication date: 5-Jan-2017.

Dornaika F and Traboulsi Y (2017) Matrix exponential based semi-supervised discriminant embedding for image classification, Pattern Recognition, 61:C, (92-103), Online publication date: 1-Jan-2017. Chen P, Jiao L, Liu F, Zhao J, Zhao Z and Liu S (2017) Semi-supervised double sparse graphs based discriminant analysis for dimensionality reduction, Pattern Recognition, 61:C, (361-378), Online publication date: 1-Jan-2017. Calvo-Zaragoza J and Oncina J (2017) An efficient approach for Interactive Sequential Pattern Recognition, Pattern Recognition, 64:C, (295-304), Online publication date: 1-Apr-2017. Nguyen B, Morell C and De Baets B (2017) Supervised distance metric learning through maximization of the Jeffrey divergence, Pattern Recognition, 64:C, (215-225), Online publication date: 1-Apr-2017. Shao G and Sang N (2017) Regularized max-min linear discriminant analysis, Pattern Recognition, 66:C, (353-363), Online publication date: 1-Jun-2017. Bhattacharya G, Ghosh K and Chowdhury A (2017) Granger Causality Driven AHP for Feature Weighted kNN, Pattern Recognition, 66:C, (425-436), Online publication date: 1-Jun-2017. Backes A (2017) Upper and lower volumetric fractal descriptors for texture classification, Pattern Recognition Letters, 92:C, (9-16), Online publication date: 1-Jun-2017. Das A, Suresh S and Sundararajan N (2016) A discriminative subject-specific spatio-spectral filter selection approach for EEG based motor-imagery task classification, Expert Systems with Applications: An International Journal, 64:C, (375-384), Online publication date: 1-Dec-2016. Yin J, Zeng W and Wei L (2019) Optimal feature extraction methods for classification methods and their applications to biometric recognition, Knowledge-Based Systems, 99:C, (112-122), Online publication date: 1-May-2016. Huang P and Gao G (2016) Parameterless reconstructive discriminant analysis for feature extraction, Neurocomputing, 190:C, (50-59), Online publication date: 19-May-2016.

Aliyari Ghassabeh Y, Rudzicz F and Abrishami Moghaddam H (2016) Fast adaptive algorithms for optimal feature extraction from Gaussian data, Pattern Recognition Letters, 70:C, (73-79), Online publication date: 15-Jan-2016. Wang S, Nie F, Chang X, Li X, Sheng Q and Yao L Uncovering Locally Discriminative Structure forzFeature Analysis European Conference on Machine Learning and Knowledge Discovery in Databases - Volume 9851, (281-295) Kobayashi Y A Corrector for the Sample Mahalanobis Distance Free from Estimating the Population Eigenvalues of Covariance Matrix Proceedings of the 23rd International Conference on Neural Information Processing - Volume 9948, (224-232) Su L and Lu F (2016) Visual facial expression modeling and early predicting from 3D data via subtle feature enhancing, Multimedia Tools and Applications, 75:20, (12563-12580), Online publication date: 1-Oct-2016. Kroupi E, Hanhart P, Lee J, Rerabek M and Ebrahimi T (2016) Modeling immersive media experiences by sensing impact on subjects, Multimedia Tools and Applications, 75:20, (12409-12429), Online publication date: 1-Oct-2016. Lu G, Zou J and Wang Y (2016) A New and Fast Implementation of Orthogonal LDA Algorithm and Its Incremental Extension, Neural Processing Letters, 43:3, (687-707), Online publication date: 1-Jun-2016. Zhou Y and Sun S (2016) Local Tangent Space Discriminant Analysis, Neural Processing Letters, 43:3, (727-744), Online publication date: 1-Jun-2016. Lu G, Wang Y and Zou J (2016) Graph Maximum Margin Criterion for Face Recognition, Neural Processing Letters, 44:2, (387-405), Online publication date: 1-Oct-2016. Wu D, Xiong N, He J and Huang C (2016) Critical data points-based unsupervised linear dimension reduction technology for science data, The Journal of Supercomputing, 72:8, (2962-2976), Online publication date: 1-Aug-2016.

Liu Z (2016) Fast kernel feature ranking using class separability for big data mining, The Journal of Supercomputing, 72:8, (3057-3072), Online publication date: 1-Aug-2016. Jia W, Zhao D and Ding L (2016) An optimized RBF neural network algorithm based on partial least squares and genetic algorithm for classification of small sample, Applied Soft Computing, 48:C, (373-384), Online publication date: 1-Nov-2016. Pires R, Goncalves D, Orue J, Kanashiro W, Rodrigues J, Machado B and Goncalves W (2016) Local descriptors for soybean disease recognition, Computers and Electronics in Agriculture, 125:C, (48-55), Online publication date: 1-Jul-2016. Lu G, Tang G and Zou J (2016) Spare L1-norm-based maximum margin criterion, Journal of Visual Communication and Image Representation, 38:C, (11-17), Online publication date: 1-Jul-2016. Zeng Z, Wang X, Zhang J and Wu Q (2016) Semi-supervised feature selection based on local discriminative information, Neurocomputing, 173:P1, (102-109), Online publication date: 15-Jan-2016. Zhiqiang Z, Hua S, Yun W and Zou Q (2016) Annotation-retrieval reinforcement by visual cognition modeling on manifold, Neurocomputing, 215:C, (150-159), Online publication date: 26-Nov-2016. Peng X, Yuan M, Yu Z, Yau W and Zhang L (2016) Semi-supervised subspace learning with L2graph, Neurocomputing, 208:C, (143-152), Online publication date: 5-Oct-2016. Sui W, Wu X, Feng Y and Jia Y (2016) Heterogeneous discriminant analysis for cross-view action recognition, Neurocomputing, 191:C, (286-295), Online publication date: 26-May-2016. Hoseini E and Mansoori E (2016) Selecting discriminative features in social media data, Neurocomputing, 205:C, (463-471), Online publication date: 12-Sep-2016. Bicego M and Baldo S (2016) Properties of the BoxCox transformation for pattern classification, Neurocomputing, 218:C, (390-400), Online publication date: 19-Dec-2016.