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Wind profile prediction using a Meta-cognitive Fully Complex-valued neural network
TLDR
This paper applies the recently developed Meta-cognitive Fully Complex-valued Radial Basis Function (Mc-FCRBF) network for predicting the speed and direction of wind. Expand
  • 14
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Ocean wave height prediction using ensemble of Extreme Learning Machine
TLDR
We propose the use of an ensemble of Extreme Learning Machine (Ens-ELM) to predict the daily wave height in 10 stations of varying terrains from Gulf of Mexico, Brazil and Korean region. Expand
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Portable Camera Based Assistive Pattern Recognition for Visually Challenged Persons
Choosing clothes, food recognition and traffic signal analysis are major challenges for visually impaired persons. The existing automatic clothing pattern recognition is also a challenging researchExpand
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Fully Complex-valued Multi Layer Perceptron Networks
TLDR
This chapter focuses specifically on the study of different Complex-valued MLP (CMLP) networks and their learning algorithms in detail. Expand
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Circular Complex-valued Extreme Learning Machine Classifier
Artificial Neural Networks (ANN) were originally inspired by the central nervous system and its components that constitute the biological neural network, as investigated by the NeuroscienceExpand
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Performance Study on Complex-valued Function Approximation Problems
TLDR
In this chapter, we evaluate the approximation performances of the fully complex valued multi-layer perceptron network and the improved fully complex-valued radial basis function network described in Chapter 2. Expand
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Automatic Target Recognition of SAR Images Using Radial Features and SVM
The armed forces use a variety of sensor information to locate and target enemy forces. Because of the large area and sparse population, the surveillance becomes a difficult problem. WithExpand
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Meta-cognitive extreme learning machine for regression problems
TLDR
In this paper, we present an efficient fast learning algorithm for regression problems using meta-cognitive extreme learning machine(McELM). Expand
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Image Modification Detection & Modification Prediction System
TLDR
This paper presents a method of image forensics within digital images, the main aim of the paper to detect global image modification and predict the modification type without knowing any previous knowledge about that image. Expand