Adam optimization algorithm for wide and deep neural network

QR Code

Adam optimization algorithm for wide and deep neural network

The objective of this research is to evaluate the effects of Adam when used together with a wide and deep neural network. The dataset used was a diagnostic breast cancer dataset taken from UCI Machine Learning. Then, the dataset was fed into a conventional neural network for a benchmark...

Full description

Bibliographic Details
Main Authors:	Mohd Jais, Imran Khan, Ismail, Amelia Ritahani, Syed, Qamrun Nisa
Format:	Article
Language:	English
Published:	2019
Subjects:	QA75 Electronic computers. Computer science
Online Access:	http://irep.iium.edu.my/77293/ http://irep.iium.edu.my/77293/1/77293_Adam%20optimization%20algorithm%20for%20wide.pdf

Similar Items

Medical image analysis using deep learning: a review
by: Nisa, Syed Qamrun, et al.
Published: (2019)

Convolutional neural networks and deep belief networks for analysing imbalanced class issue in handwritten dataset
by: Amri, A’inur A’fifah, et al.
Published: (2017)

A novel swarm-based optimisation algorithm inspired by artificial neural glial network for autonomous robots
by: Ismail, Amelia Ritahani, et al.
Published: (2019)

Exploring imbalanced class issue in handwritten dataset using convolutional neural networks and deep belief networks
by: Amri, A’inur A’fifah, et al.
Published: (2016)

Improved particle swarm optimization by fast annealing algorithm
by: Bashath, Samar, et al.
Published: (2019)

Real time astrocyte in spiking neural network
by: Abdul-Rahman Abed, Bassam, et al.
Published: (2015)

Comparative performance of deep learning and machine learning algorithms on imbalanced handwritten data
by: Amri, A’inur A’fifah, et al.
Published: (2018)

Evolutionary deep belief networks with bootstrap sampling for imbalanced class datasets
by: Amri, A’inur A’fifah, et al.
Published: (2019)

Mobile robot path optimization algorithm using vector calculus and mapping of 2 dimensional space
by: Zahari, Ammar, et al.
Published: (2015)

Immune network algorithm in monthly streamflow prediction at Johor river
by: Mat Ali, Nur Izzah, et al.
Published: (2014)

Immune network algorithm in monthly streamflow prediction at Johor river
by: Mat Ali, Nur Izzah, et al.
Published: (2015)

Parameter prediction for Lorenz Attractor by using Deep Neural Network
by: Nurnajmin Qasrina Ann, Ayop Azmi, et al.
Published: (2020)

Web Phishing Classification Model using Artificial Neural Network and Deep Learning Neural Network
by: Noor Hazirah, Hassan, et al.
Published: (2023)

Comparative performance of machine learning algorithms for cryptocurrency forecasting
by: Hitam, Nor Azizah, et al.
Published: (2018)

Forecasting solar power generation using evolutionary mating algorithm-deep neural networks
by: Mohd Herwan, Sulaiman, et al.
Published: (2024)

Change vulnerability forecasting using deep learning algorithm for Southeast Asia
by: Amelia Ritahani, Ismail, et al.
Published: (2018)

An expanded square pattern technique in swarm of quadcopters for exploration algorithm
by: Zuhri, Muhammad Fuad Reza, et al.
Published: (2017)

Adapting and enhancing mussels wandering optimization algorithm for supervised training of neural networks
by: Abusnaina, Ahmed A. A.
Published: (2015)

Investigation of deep learning model for vehicle classification
by: Ahsiah, Ismail, et al.
Published: (2026)

Effects of architecture on imputation of gene expression using deep neural networks
by: Lai, Wing Khang
Published: (2018)

Water level forecasting using feed forward neural networks optimized by African Buffalo Algorithm (ABO)
by: Ahmed, Ehab Ali
Published: (2019)

Daily rainfall prediction using clonal selection algorithm
by: Noor Rodi, Nur Syazwani, et al.
Published: (2012)

Monthly rainfall prediction model of Peninsular Malaysia using clonal selection algorithm
by: Rodi, N.S.Noor, et al.
Published: (2018)

Particle swarm optimization for neural network learning enhancement
by: Abdull Hamed, Haza Nuzly
Published: (2006)

Predicting uniaxial compressive strength using Support Vector Machine algorithm
by: Zakaria, Hafedz, et al.
Published: (2019)

Novel Algorithms And Artificial Neural Network Techniques For Optimal Operation And Control Of Electrical Distribution Networks
by: Abul Kashem, Mohammad
Published: (2000)

Novel Algorithms And Artificial Neural Network Techniques For Optimal Operation And Control Of Electrical Distribution Networks
by: Mohammad Abul Kashem,
Published: (2000)

A comparative study of clonal selection algorithm for effluent removal forecasting in septic sludge treatment plant
by: Ting, Sie Chun, et al.
Published: (2015)

The initial investigation of the design and energy sharing algorithm using two-ways communication mechanism for Swarm Robotic System
by: Ismail, Amelia Ritahani, et al.
Published: (2015)

Artificial neural network-salp-swarm algorithm for stock price prediction
by: Zuriani, Mustaffa, et al.
Published: (2024)

Enhancement of parallel thinning algorithm for handwritten characters using neural network
by: Engkamat, Adeline
Published: (2005)

Designing and implementation of robot mapping algorithm for mobile robot
by: Ismail , Amelia Ritahani, et al.
Published: (2014)

Implementation of Cognitive Mapping Algorithm for Robot Navigation System
by: Ismail , Amelia Ritahani, et al.
Published: (2014)

An immune-inspired swarm aggregation algorithm for self-healing swarm robotic systems
by: Timmis, Jon, et al.
Published: (2016)

CCS501 – NEURAL NETWORKS AND GENETIC ALGORITHMS CSC513 – ARTIFICIAL NEURAL NETWORKS - SEPT. 2001
by: PPSKOM, Pusat Pengajian Sains Komputer
Published: (2001)

Clustering of Chemical Compounds using Unsupervised Neural Networks Algorithms: a comparison
by: Zeb Shah, Jehan, et al.
Published: (2006)

Clustering of chemical compounds using unsupervised neural networks algorithms : a comparison
by: Zeb Shah, Jehan, et al.
Published: (2006)

Analysis of sequence batch reactor for COD and TSS removal identification from septic sludge treatment plant using bio inspired algorithm: a case study in Sarawak
by: Sie Chun, Ting, et al.
Published: (2012)

Network Intrusion Detection Framework Based on Whale Swarm Algorithm and Artificial Neural Network in Cloud Computing
by: Fahad, Ahmed Mohammed, et al.
Published: (2019)

An ensemble of neural network and modified grey wolf optimizer for stock prediction
by: Das, Debashish
Published: (2019)