71 citations · 517 across the 23 of their papers we have counts for
10 papers · 1 filter
Generative Adversarial Network (GAN) and Enhanced Root Mean Square Error (ERMSE): Deep Learning for Stock Price Movement Prediction
Ashish Kumar, Abeer Alsadoon, P. W. C. Prasad +4
The prediction of stock price movement direction is significant in financial circles and academic. Stock price contains complex, incomplete, and fuzzy information which makes it an…
Mixed Reality using Illumination-aware Gradient Mixing in Surgical Telepresence: Enhanced Multi-layer Visualization
Nirakar Puri, Abeer Alsadoon, P. W. C. Prasad +2
Background and aim: Surgical telepresence using augmented perception has been applied, but mixed reality is still being researched and is only theoretical. The aim of this work is…
An Improved BAT Algorithm for Solving Job Scheduling Problems in Hotels and Restaurants
Tarik A. Rashid, Chra I. Shekho Toghramchi, Heja Sindi +5
One popular example of metaheuristic algorithms from the swarm intelligence family is the Bat algorithm (BA). The algorithm was first presented in 2010 by Yang and quickly demonstr…
A Novel Solution of an Elastic Net Regularization for Dementia Knowledge Discovery using Deep Learning
Kshitiz Shrestha, Omar Hisham Alsadoon, Abeer Alsadoon +4
Background and Aim: Accurate classification of Magnetic Resonance Images (MRI) is essential to accurately predict Mild Cognitive Impairment (MCI) to Alzheimer's Disease (AD) conver…
A Review-based Taxonomy for Secure Health Care Monitoring: Wireless Smart Cameras
Ravi Teja Batchu, Abeer Alsadoon, P. W. C. Prasad +4
Health records data security is one of the main challenges in e-health systems. Authentication is one of the essential security services to support the stored data confidentiality,…
Deep Learning for Breast Cancer Classification: Enhanced Tangent Function
Ashu Thapa, Abeer Alsadoon, P. W. C. Prasad +5
Background and Aim: Recently, deep learning using convolutional neural network has been used successfully to classify the images of breast cells accurately. However, the accuracy o…
Deep Learning for Vision-Based Fall Detection System: Enhanced Optical Dynamic Flow
Sagar Chhetri, Abeer Alsadoon, Thair Al Dala in +3
Accurate fall detection for the assistance of older people is crucial to reduce incidents of deaths or injuries due to falls. Meanwhile, a vision-based fall detection system has sh…
A Novel Solution of Using Mixed Reality in Bowel and Oral and Maxillofacial Surgical Telepresence: 3D Mean Value Cloning algorithm
Arjina Maharjan, Abeer Alsadoon, P. W. C. Prasad +4
Background and aim: Most of the Mixed Reality models used in the surgical telepresence are suffering from discrepancies in the boundary area and spatial-temporal inconsistency due…
A Novel Visualization System of Using Augmented Reality in Knee Replacement Surgery: Enhanced Bidirectional Maximum Correntropy Algorithm
Nitish Maharjan, Abeer Alsadoon, P. W. C. Prasad +2
Background and aim: Image registration and alignment are the main limitations of augmented reality-based knee replacement surgery. This research aims to decrease the registration e…
A New K means Grey Wolf Algorithm for Engineering Problems
Hardi M. Mohammed, Zrar Kh. Abdul, Tarik A. Rashid +2
Purpose: The development of metaheuristic algorithms has increased by researchers to use them extensively in the field of business, science, and engineering. One of the common meta…