Wheat crop yield prediction using new activation functions in neural network

SH Bhojani, N Bhatt - Neural Computing and Applications, 2020 - Springer
This research mainly based on multilayer perceptron (MLP) neural networks technique of
data mining to forecast the wheat crop yield at the district level. There are many statistical …

Hybridized neural network and decision tree based classifier for prognostic decision making in breast cancers

A Suresh, R Udendhran, M Balamurgan - Soft Computing, 2020 - Springer
Artificial intelligence techniques and algorithms are applied at various fields such as face
recognition, self-driving cars, industrial robots and health care. These real-world …

A novel internet of things framework integrated with real time monitoring for intelligent healthcare environment

A Suresh, R Udendhran, M Balamurgan… - Journal of medical …, 2019 - Springer
During mammogram screening, there is a higher probability that detection of cancers is
missed, and more than 16 percentage of breast cancer is not detected by radiologists. This …

A survey on soft computing techniques for spectrum sensing in a cognitive radio network

G Eappen, T Shankar - SN Computer Science, 2020 - Springer
The need for faster wireless connectivity is increasing rapidly in all the sectors of the
technologies. Whether it is a patient monitoring system, military application, entertainment …

[PDF][PDF] Solving np hard problems using genetic algorithm

G Panchal, D Panchal - Transportation, 2015 - Citeseer
The use of genetic algorithms was originally motivated by the astonishing success of these
concepts in their biological counterparts. Despite this deferent approach, we can merely be …

[PDF][PDF] ANN models optimized using swarm intelligence algorithms

N Kayarvizhy, S Kanmani… - WSEAS Transactions on …, 2014 - cafetarjome.com
Artificial Neural Network (ANN) has found widespread application in the field of
classification. Many domains have benefited with the use of ANN based models over …

Automatic ECG arrhythmias classification scheme based on the conjoint use of the multi‐layer perceptron neural network and a new improved metaheuristic approach

F Bouaziz, H Oulhadj, D Boutana… - IET Signal …, 2019 - Wiley Online Library
The authors have proposed a new automatic classification scheme based on the conjoint
use of the multi‐layer perceptron (MLP) neural network and an enhanced particle swarm …

[HTML][HTML] An intelligent validation system for diagnostic and prognosis of ultrasound fetal growth analysis using Neuro-Fuzzy based on genetic algorithm

P Kaur, G Singh, P Kaur - Egyptian Informatics Journal, 2019 - Elsevier
Acquisition of the standard plane is the prerequisite of biometric measurement and
diagnosis during the ultrasound (US) examination. Based upon the analysis of existing …

Web service classification using multi-Layer perceptron optimized with Tabu search

K Swamy - 2015 IEEE International Advance Computing …, 2015 - ieeexplore.ieee.org
Web Services are emerging technologies enabling machine-machine communication and
services reuse over Web. They have an innovative mechanism to render services over …

[PDF][PDF] Correlation study of genetic algorithm operators: crossover and mutation probabilities

H Chiroma, S Abdulkareem, A Abubakar… - Proceedings of the …, 2013 - academia.edu
Successful implementation of genetic algorithms depends on optimum values of several
parameters but the most critical parameters are population size, crossover and mutation …