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[HTML][HTML] Nature-inspired algorithms for feed-forward neural network classifiers: A survey of one decade of research
Recently, an explosive growth in the potential use of natural metaphors in modelling and
solving large-scale non-linear optimization problems. Artificial neural network (ANN) is a …
solving large-scale non-linear optimization problems. Artificial neural network (ANN) is a …
A comprehensive survey on higher order neural networks and evolutionary optimization learning algorithms in financial time series forecasting
The financial market volatility has been a focus of study for experts over past decades. While
stockbrokers and investors expect reliable projections of future stock indices, it instead …
stockbrokers and investors expect reliable projections of future stock indices, it instead …
Training feedforward neural networks using multi-verse optimizer for binary classification problems
This paper employs the recently proposed nature-inspired algorithm called Multi-Verse
Optimizer (MVO) for training the Multi-layer Perceptron (MLP) neural network. The new …
Optimizer (MVO) for training the Multi-layer Perceptron (MLP) neural network. The new …
A big data approach to sentiment analysis using greedy feature selection with cat swarm optimization-based long short-term memory neural networks
Sentiment analysis is crucial in various systems such as opinion mining and predicting.
Considerable research has been done to analyze sentiment using various machine learning …
Considerable research has been done to analyze sentiment using various machine learning …
Dew point temperature estimation: application of artificial intelligence model integrated with nature-inspired optimization algorithms
Dew point temperature (DPT) is known to fluctuate in space and time regardless of the
climatic zone considered. The accurate estimation of the DPT is highly significant for various …
climatic zone considered. The accurate estimation of the DPT is highly significant for various …
[HTML][HTML] An intelligent approach to optimize the EDM process parameters using utility concept and QPSO algorithm
Although significant research has gone into the field of electrical discharge machining
(EDM), analysis related to the machining efficiency of the process with different electrodes …
(EDM), analysis related to the machining efficiency of the process with different electrodes …
Nature and biologically inspired image segmentation techniques
Image processing is among the significant areas of growth in the current scenario. It consist
of a set of techniques typically used to enhance the raw image obtained from different …
of a set of techniques typically used to enhance the raw image obtained from different …
[HTML][HTML] Modified social spider algorithm for solving the economic dispatch problem
The economic load dispatch problem is a non-convex and non-linear optimization problem
due to the inclusion of practical features such as valve point effects, prohibited operating …
due to the inclusion of practical features such as valve point effects, prohibited operating …
Training feedforward neural networks using symbiotic organisms search algorithm
H Wu, Y Zhou, Q Luo, MA Basset - Computational intelligence …, 2016 - Wiley Online Library
Symbiotic organisms search (SOS) is a new robust and powerful metaheuristic algorithm,
which stimulates the symbiotic interaction strategies adopted by organisms to survive and …
which stimulates the symbiotic interaction strategies adopted by organisms to survive and …
Lung cancer prediction using higher-order recurrent neural network based on glowworm swarm optimization
R Selvanambi, J Natarajan, M Karuppiah… - Neural Computing and …, 2020 - Springer
Therapeutic issues are commonly found in every single person. Tumor is a standout among
the most unsafe sicknesses a human can ever had. It is exceptionally hard to distinguish it in …
the most unsafe sicknesses a human can ever had. It is exceptionally hard to distinguish it in …