Bias Quantification for Protected Features in Pattern Classification Problems

Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - Lecture Notes in Computer Science ◽

10.1007/978-3-030-93420-0_33 ◽

2021 ◽

pp. 351-360

Author(s):

Lisa Koutsoviti Koumeri ◽

Gonzalo Nápoles

Keyword(s):

Pattern Classification ◽

Classification Problems

Download Full-text

Maximizing minority accuracy for imbalanced pattern classification problems using cost-sensitive Localized Generalization Error Model

Applied Soft Computing ◽

10.1016/j.asoc.2021.107178 ◽

2021 ◽

Vol 104 ◽

pp. 107178

Author(s):

Wing W.Y. Ng ◽

Zhengxi Liu ◽

Jianjun Zhang ◽

Witold Pedrycz

Keyword(s):

Pattern Classification ◽

Error Model ◽

Generalization Error ◽

Classification Problems ◽

Localized Generalization Error

Download Full-text

A two stage learning algorithm for a Growing-Pruning Spiking Neural Network for pattern classification problems

2015 International Joint Conference on Neural Networks (IJCNN) ◽

10.1109/ijcnn.2015.7280592 ◽

2015 ◽

Author(s):

Shirin Dora ◽

Suresh Sundaram ◽

Narasimhan Sundararajan

Keyword(s):

Neural Network ◽

Pattern Classification ◽

Learning Algorithm ◽

Spiking Neural Network ◽

Classification Problems ◽

Download Full-text

A study of the difference between partial derivative and stochastic neural network sensitivity analysis for applications in supervised pattern classification problems

Proceedings of 2004 International Conference on Machine Learning and Cybernetics (IEEE Cat. No.04EX826) ◽

10.1109/icmlc.2004.1384590 ◽

2005 ◽

Author(s):

W.W.Y. Ng ◽

D.S. Yeung ◽

Xi-Zhao Wang ◽

I. Cloete

Keyword(s):

Neural Network ◽

Sensitivity Analysis ◽

Pattern Classification ◽

Partial Derivative ◽

Classification Problems ◽

Stochastic Neural Network ◽

Network Sensitivity ◽

Download Full-text

Evolutionary Multiobjective Knowledge Extraction for High-Dimensional Pattern Classification Problems

Lecture Notes in Computer Science - Parallel Problem Solving from Nature - PPSN VIII ◽

10.1007/978-3-540-30217-9_113 ◽

2004 ◽

pp. 1123-1132 ◽

Author(s):

Hisao Ishibuchi ◽

Satoshi Namba

Keyword(s):

Pattern Classification ◽

Knowledge Extraction ◽

High Dimensional ◽

Classification Problems

Download Full-text

Nonlinear Sequential State Estimation for Solving Pattern-Classification Problems

Adaptive Signal Processing ◽

10.1002/9780470575758.ch6 ◽

2010 ◽

pp. 333-348

Author(s):

Simon Haykin ◽

Ienkaran Arasaratnam

Keyword(s):

State Estimation ◽

Pattern Classification ◽

Classification Problems

Download Full-text

Extended Self Organizing Map with Probabilistic Neural Network for Pattern Classification Problems

Advances in Intelligent Systems and Computing - Proceedings of the 3rd International Conference on Frontiers of Intelligent Computing: Theory and Applications (FICTA) 2014 ◽

10.1007/978-3-319-11933-5_19 ◽

2015 ◽

pp. 167-174

Author(s):

Prasenjit Dey ◽

Tandra Pal

Keyword(s):

Neural Network ◽

Pattern Classification ◽

Probabilistic Neural Network ◽

Self Organizing Map ◽

Classification Problems ◽

Extended Self ◽

Self Organizing

Download Full-text

Improving the performance of fuzzy classifier systems for pattern classification problems with continuous attributes

IEEE Transactions on Industrial Electronics ◽

10.1109/41.807986 ◽

1999 ◽

Vol 46 (6) ◽

pp. 1057-1068 ◽

Author(s):

H. Ishibuchi ◽

T. Nakaskima

Keyword(s):

Pattern Classification ◽

Classification Problems ◽

Classifier Systems ◽

Fuzzy Classifier

Download Full-text

Analytic network process for pattern classification problems using genetic algorithms

Information Sciences ◽

10.1016/j.ins.2010.03.008 ◽

2010 ◽

Vol 180 (13) ◽

pp. 2528-2539 ◽

Author(s):

Yi-Chung Hu

Keyword(s):

Genetic Algorithms ◽

Pattern Classification ◽

Analytic Network Process ◽

Classification Problems ◽

Network Process

Download Full-text

Indexing-Based Pattern Recognition

Advanced Materials Research ◽

10.4028/www.scientific.net/amr.403-408.5254 ◽

2011 ◽

Vol 403-408 ◽

pp. 5254-5259 ◽

Author(s):

Alexei Mikhailov

Keyword(s):

Pattern Recognition ◽

Pattern Classification ◽

Classification Problems ◽

Visual Patterns

The paper discusses the mathematics of pattern indexing and its applications to recognition of visual patterns and classification of objects that are represented by objects-properties matrices. It is shown that (a) pattern indexes can be represented by collections of inverted patterns, (b) solutions to pattern classification problems can be found as intersections of inverted patterns and, thus, matching of original patterns avoided.

Download Full-text

Nonadditive grey single-layer perceptron with Choquet integral for pattern classification problems using genetic algorithms

Neurocomputing ◽

10.1016/j.neucom.2008.01.008 ◽

2008 ◽

Vol 72 (1-3) ◽

pp. 331-340 ◽

Author(s):

Yi-Chung Hu

Keyword(s):

Genetic Algorithms ◽

Pattern Classification ◽

Choquet Integral ◽

Single Layer ◽

Classification Problems

Download Full-text