Hothefa Shaker Jassim
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View article: Optimizing graphical network design using fuzzy hypersoft topologies and multi-criteria VIKOR decision algorithms
Optimizing graphical network design using fuzzy hypersoft topologies and multi-criteria VIKOR decision algorithms Open
The accumulated data is displayed in the form of a figure called a graph. The notion of fuzziness was developed in graph theory to address issues not resolved by crisp graph theory. However, fuzzy soft ideas in graph theory, which is a par…
View article: Leveraging Hybrid Deep Q-Learning for Early Identification of At-Risk Students
Leveraging Hybrid Deep Q-Learning for Early Identification of At-Risk Students Open
Student performance prediction is employed to predict the learning performance to identify at-risk students. However, prediction models should also consider external factors along with learning activities, such as course duration. The stud…
View article: Recent advances in tactile sensing technologies for human-robot interaction: Current trends and future perspectives
Recent advances in tactile sensing technologies for human-robot interaction: Current trends and future perspectives Open
Tactile sensing technology has witnessed remarkable advancements, significantly expanding its applications across robotics, medical diagnostics, and consumer electronics. This paper reviews the latest developments in tactile sensing techno…
View article: Clinical manifestations of hereditary angioedema: a systematic review of treatment
Clinical manifestations of hereditary angioedema: a systematic review of treatment Open
Hereditary Angioedema or HAE is a rare autosomal dominant disease leading to three major types of acute swelling and is known to be triggered by C1 esterase inhibitor deficiency. The purpose of this systematic review was to summarize the k…
View article: Parkinson's Disease Detection Using Deep learning approach based on Wearable Sensor-Based Daily Monitoring
Parkinson's Disease Detection Using Deep learning approach based on Wearable Sensor-Based Daily Monitoring Open
Parkinson's disease (PD) is a movement disorder characterized by motor dysfunction commonly bradyphemia, tremor, rigidity, akinesia, or slowness of movement. Noting that motor states can fluctuate in PD the primary aim of this current pape…
View article: Forecasting Volatility of the Nordic Electricity Market an Application of the MSGARCH
Forecasting Volatility of the Nordic Electricity Market an Application of the MSGARCH Open
This paper studies the volatility of electricity spot prices in the Nordic market (Sweden, Finland, Denmark, and Norway) under regime switching. Utilizing Markov-switching GARCH (Generalized Autoregressive Conditional Heteroskedasticity) m…
View article: An analytical framework for smoking epidemic modeling using fuzzy logic and dual time-delay dynamics
An analytical framework for smoking epidemic modeling using fuzzy logic and dual time-delay dynamics Open
The process of smoking is divided into several stages and has a clear tendency towards uncertainty and variability, which are not reflected in the traditional models with presumed parameters. To overcome this difficulty, a fuzzy mathematic…
View article: The Application of Machine Learning Techniques to Predict Stock Market Crises in Africa
The Application of Machine Learning Techniques to Predict Stock Market Crises in Africa Open
This study sought to ascertain a machine learning algorithm capable of predicting crises in the African stock market with the highest accuracy. Seven different machine-learning algorithms were employed on historical stock prices of the eig…
View article: Black-hole and DoS attack detection analysis and isolation mechanism for black-hole in MANET
Black-hole and DoS attack detection analysis and isolation mechanism for black-hole in MANET Open
A mobile ad-hoc network is a network without infrastructure where communication between nodes occurs in an open medium, such as the air. This makes it susceptible to eavesdropping and various attacks, which can be categorized as data traff…
View article: Quasi-reflection learning arithmetic optimization algorithm firefly search for feature selection
Quasi-reflection learning arithmetic optimization algorithm firefly search for feature selection Open
With the whirlwind evolution of technology, the quantity of stored data within datasets is rapidly expanding. As a result, extracting crucial and relevant information from said datasets is a gruelling task. Feature selection is a critical …
View article: Plant Classification Using Firefly Algorithm and Support Vector Machine
Plant Classification Using Firefly Algorithm and Support Vector Machine Open
The importance of plants for survival of all living beings as well as the humans' agricultural needs is great as the identification and classification have a key role for their use.Plants are recognized by leaf, flower, or fruit and linked…
View article: The effect of network size and density to the choice of zone radius in ZRP
The effect of network size and density to the choice of zone radius in ZRP Open
Mobile Ad hoc Network (MANET) is a network that consists of several nodes that connect without using a permanent infrastructure. Each node in MANET moves inside and outside of the network freely and randomly. The free and random movements …
View article: Survey: Security Attacks in Wireless Sensor Networks
Survey: Security Attacks in Wireless Sensor Networks Open
Many objects around us are placed on a network via wireless sensor network (WSN).This type of network is considered new technology and it begins to grow and raised in order to allow data to be stored, processed and accessed in an efficient…