A systematic review of techniques and sources of big data in the healthcare sector

SG Alonso, I de la Torre Diez, JJPC Rodrigues… - Journal of medical …, 2017 - Springer
The main objective of this paper is to present a review of existing researches in the literature,
referring to Big Data sources and techniques in health sector and to identify which of these …

A systematic review of Arabic text classification: areas, applications, and future directions

A Wahdan, M Al-Emran, K Shaalan - Soft Computing, 2024 - Springer
Text classification pertains to the automated procedure of assigning predefined labels or
categories to textual data. A comprehensive review of the existing literature on Arabic text …

Evaluation prediction techniques to achievement an optimal biomedical analysis

S Al-Janabi, MA Mahdi - International Journal of Grid and …, 2019 - inderscienceonline.com
Intelligent analysis of prediction data mining techniques is widely used to support optimising
future decision-making in many different fields including healthcare and medical diagnoses …

Ada-WHIPS: explaining AdaBoost classification with applications in the health sciences

J Hatwell, MM Gaber, RM Atif Azad - BMC Medical Informatics and …, 2020 - Springer
Abstract Background Computer Aided Diagnostics (CAD) can support medical practitioners
to make critical decisions about their patients' disease conditions. Practitioners require …

Smart system to create an optimal higher education environment using IDA and IOTs

S Al_Janabi - International Journal of Computers and Applications, 2020 - Taylor & Francis
The designed system described in this paper consists of five stages to solve one of the
higher education environments using intelligent data analysis (IDA) and the Internet of …

Intelligent multi-level analytics of soft computing approach to predict water quality index (IM12CP-WQI)

S Al-Janabi, Z Al-Barmani - Soft Computing, 2023 - Springer
Water is one of the main sources of life on Earth. As a result of the progress made in the field
of industry and technology, water has become one of the most important wealth that must be …

A novel software to improve healthcare base on predictive analytics and mobile services for cloud data centers

MA Mahdi, S Al_Janabi - Big Data and Networks Technologies 3, 2020 - Springer
The main idea of this work is generated from studying the main challenges in the healthcare
field. The goal is to identify patients who will be admitted to the hospital within the next year …

Mobile cloud computing: challenges and future research directions

S Al-Janabi, I Al-Shourbaji, M Shojafar… - … on developments in …, 2017 - ieeexplore.ieee.org
In society today, mobile communication and mobile computing have a significant role in
every aspect of our lives, both personal and public communication. However, the growth in …

Centralized and distributed adaptive cubature information filters for multi-sensor systems with unknown probability of measurement loss

YW Lv, GH Yang - Information Sciences, 2023 - Elsevier
This paper studies the centralized and distributed state estimation problems for nonlinear
multi-sensor systems with unknown probability of measurement loss. Based on the …

BIM-AFA: Belief information measure-based attribute fusion approach in improving the quality of uncertain data

B Gao, Q Zhou, Y Deng - Information Sciences, 2022 - Elsevier
Abstract Information modeling and handling in uncertain environments is an important topic
in the field of modern artificial intelligence. In practical applications of classification …