Search Results - "Hasanin, Tawfiq"

Analysis of Medical Diagnosis Using Double Hierarchical Linguistic Information and Hamacher T-Norms by Abdullah, Saleem, Ali, Nawab, Hasanin, Tawfiq

“…Cancer is a large group of diseases with one thing in common: they all happen when normal cells become cancerous cells that multiply and spread. Almost ten…”
Get full text

Directive transportation in smart cities with line connectivity at distinctive points using mode control algorithm by Selvarajan, Shitharth, Manoharan, Hariprasath, Khadidos, Alaa O., Khadidos, Adil O., Hasanin, Tawfiq

“…This article examines the operational functionality of intelligent transport systems to enhance smart cities by reducing traffic congestion. Given the…”
Get full text

A novel IoT intrusion detection framework using Decisive Red Fox optimization and descriptive back propagated radial basis function models by Rabie, Osama Bassam J., Selvarajan, Shitharth, Hasanin, Tawfiq, Alshareef, Abdulrhman M., Yogesh, C. K., Uddin, Mueen

“…The Internet of Things (IoT) is extensively used in modern-day life, such as in smart homes, intelligent transportation, etc. However, the present security…”
Get full text

Biomedical Signals for Healthcare Using Hadoop Infrastructure with Artificial Intelligence and Fuzzy Logic Interpretation by Selvarajan, Shitharth, Manoharan, Hariprasath, Hasanin, Tawfiq, Alsini, Raed, Uddin, Mueen, Shorfuzzaman, Mohammad, Alsufyani, Abdulmajeed

“…In all developing countries, the application of biomedical signals has been growing, and there is a potential interest to apply it to healthcare management…”
Get full text

Severely imbalanced Big Data challenges: investigating data sampling approaches by Hasanin, Tawfiq, Khoshgoftaar, Taghi M., Leevy, Joffrey L., Bauder, Richard A.

“…Severe class imbalance between majority and minority classes in Big Data can bias the predictive performance of Machine Learning algorithms toward the majority…”
Get full text

Investigating class rarity in big data by Hasanin, Tawfiq, Khoshgoftaar, Taghi M., Leevy, Joffrey L., Bauder, Richard A.

“…In Machine Learning , if one class has a significantly larger number of instances (majority) than the other (minority), this condition is defined as class…”
Get full text

Water agricultural management based on hydrology using machine learning techniques for feature extraction and classification by Lin, Yi-Chia, Alorfi, Almuhannad Sulaiman, Hasanin, Tawfiq, Arumugam, Mahendran, Alroobaea, Roobaea, Alsafyani, Majed, Alghamdi, Wael Y.

“…For irrigation in agriculture, water is a natural resource. Recycling water use is vital for the sustainable development of ecological environment and for…”
Get full text

Examining characteristics of predictive models with imbalanced big data by Hasanin, Tawfiq, Khoshgoftaar, Taghi M., Leevy, Joffrey L., Seliya, Naeem

“…High class imbalance between majority and minority classes in datasets can skew the performance of Machine Learning algorithms and bias predictions in favor of…”
Get full text

Computer Aided Diagnosis for Gastrointestinal Cancer Classification Using Hybrid Rice Optimization With Deep Learning by Mirza, Olfat M., Alsobhi, Aisha, Hasanin, Tawfiq, Ishak, Mohamad Khairi, Karim, Faten Khalid, Mostafa, Samih M.

“…A gastrointestinal disease is a group of cancers which mainly affects the digestive system, along with the stomach, small intestine, oesophagus, rectum, and…”
Get full text

Automated Red Palm Weevil Detection using Gorilla Troops Optimizer with Deep Learning Model by Albraikan, Amani Abdulrahman, Khalid, Majdi, Alruwais, Nuha, Hasanin, Tawfiq, Dutta, Ashit Kumar, Mohsen, Heba, Rizwanullah, Mohammed, Ibrahim, Sara Saadeldeen

“…Red palm weevil (RPW) is a pest that can cause severe damage to plantations and affects palm trees. Classical approaches to detection depend on visual…”
Get full text

Evaluation of the Risk of Recurrence in Patients with Local Advanced Rectal Tumours by Different Radiomic Analysis Approaches by Khadidos, Alaa, Khadidos, Adil, Mirza, Olfat M., Hasanin, Tawfiq, Enbeyle, Wegayehu, Hamad, Abdulsattar Abdullah

“…The word radiomics, like all domains of type omics, assumes the existence of a large amount of data. Using artificial intelligence, in particular, different…”
Get full text

Efficient Multiuser Computation for Mobile-Edge Computing in IoT Application Using Optimization Algorithm by Hasanin, Tawfiq, Alsobhi, Aisha, Khadidos, Adil, Qahmash, Ayman, Khadidos, Alaa, Ogunmola, Gabriel Ayodeji

“…Mobile edge computing (MEC) is a paradigm novel computing that promises the dramatic effect of reduction in latency and consumption of energy by computation…”
Get full text

Exploration of Despair Eccentricities Based on Scale Metrics with Feature Sampling Using a Deep Learning Algorithm by Hasanin, Tawfiq, Kshirsagar, Pravin R, Manoharan, Hariprasath, Sengar, Sandeep Singh, Selvarajan, Shitharth, Satapathy, Suresh Chandra

“…The majority of people in the modern biosphere struggle with depression as a result of the coronavirus pandemic's impact, which has adversely impacted mental…”
Get full text

Mathematical approach of fiber optics for renewable energy sources using general adversarial networks by Hasanin, Tawfiq, Manoharan, Hariprasath, Alterazi, Hassan A., Srivastava, Gautam, Selvarajan, Shitharth, Lin, Jerry Chun-Wei

“…It is significantly more challenging to extend the visibility factor to a higher depth during the development phase of a communication system for subterranean…”
Get full text

A survey of open source tools for machine learning with big data in the Hadoop ecosystem by Landset, Sara, Khoshgoftaar, Taghi M., Richter, Aaron N., Hasanin, Tawfiq

“…With an ever-increasing amount of options, the task of selecting machine learning tools for big data can be difficult. The available tools have advantages and…”
Get full text

A full privacy-preserving distributed batch-based certificate-less aggregate signature authentication scheme for healthcare wearable wireless medical sensor networks (HWMSNs) by Rabie, Osama Bassam J., Selvarajan, Shitharth, Hasanin, Tawfiq, Mohammed, Gouse Baig, Alshareef, Abddulrhman M., Uddin, Mueen

“…The dynamic connectivity and functionality of sensors has revolutionized remote monitoring applications thanks to the combination of IoT and wireless sensor…”
Get full text

Correction: A full privacy-preserving distributed batch-based certificate-less aggregate signature authentication scheme for healthcare wearable wireless medical sensor networks (HWMSNs) by Rabie, Osama Bassam J., Selvarajan, Shitharth, Hasanin, Tawfiq, Mohammed, Gouse Baig, Alshareef, Abddulrhman M., Uddin, Mueen

Get full text

Investigating Machine Learning Algorithms with Imbalanced Big Data by Hasanin, Tawfiq

“…Recent technological developments have engendered an expeditious production of big data and also enabled machine learning algorithms to produce…”
Get full text

The Effects of Random Undersampling with Simulated Class Imbalance for Big Data by Hasanin, Tawfiq, Khoshgoftaar, Taghi

“…With the recent explosion of big data, real-world data are increasingly being affected by larger degrees of class imbalance, likely hindering Machine Learning…”
Get full text

An Empirical Study on Class Rarity in Big Data by Bauder, Richard A, Khoshgoftaar, Taghi M, Hasanin, Tawfiq

“…The problem of class imbalance, especially the classification of rare cases, is an important area in machine learning. These rare cases are typically the ones…”
Get full text