Blar i AURA på forfatter "Hussain, Saddam"
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An Ensemble Model for Consumer Emotion Prediction Using EEG Signals for Neuromarketing Applications
Shah, Syed Mohsin Ali; Usman, Syed Muhammad; Khalid, Shehzad; Rehman, Ikram Ur; Anwar, Aamir; Hussain, Saddam; Sajid Ullah, Syed; Elmannai, Hela; Algarni, Abeer D.; Manzoor, Waleed (Peer reviewed; Journal article, 2022)Traditional advertising techniques seek to govern the consumer’s opinion toward a product, which may not reflect their actual behavior at the time of purchase. It is probable that advertisers misjudge consumer behavior ... -
Evaluation of Deep Learning and Conventional Approaches for Image Recaptured Detection in Multimedia Forensics
Hussain, Israr; Hussain, Dostdar; Kohli, Rashi; Ismail, Muhammad; Hussain, Saddam; Sajid Ullah, Syed; Alroobaea, Roobaea; Ali, Wajid; Umar, Fazlullah (Peer reviewed; Journal article, 2022)Image recaptured from a high-resolution LED screen or a good quality printer is difficult to distinguish from its original counterpart. The forensic community paid less attention to this type of forgery than to other image ... -
Exploring Lightweight Deep Learning Solution for Malware Detection in IoT Constraint Environment
Khan, Abdur Rehman; Yasin, Amanullah; Usman, Syed Muhammad; Hussain, Saddam; Khalid, Shehzad; Sajid Ullah, Syed (Peer reviewed; Journal article, 2022): The present era is facing the industrial revolution. Machine-to-Machine (M2M) communication paradigm is becoming prevalent. Resultantly, the computational capabilities are being embedded in everyday objects called things. ... -
Face Mask Detection Using Deep Convolutional Neural Network and MobileNetV2-Based Transfer Learning
Hussain, Dostdar; Ismail, Muhammad; Hussain, Israr; Alroobaea, Roobaea; Hussain, Saddam; Sajid Ullah, Syed (Peer reviewed; Journal article, 2022) -
In the Direction of Service Guarantees for Virtualized Network Functions
Rathore, Muhammad Siraj; Ahmad, Naveed; Kohli, Rashi; Iqbal, Jawaid; Alroobaea, Roobaea; Hussain, Saddam; Sajid Ullah, Syed; Umar, Fazlullah (Peer reviewed; Journal article, 2022)The trend of consolidating network functions from specialized hardware to software running on virtualization servers brings significant advantages for reducing costs and simplifying service deployment. However, virtualization ... -
Internet of Things with Deep Learning-Based Face Recognition Approach for Authentication in Control Medical Systems
Hussain, Tahir; Hussain, Dostdar; Hussain, Israr; Alsalman, Hussain; Hussain, Saddam; Sajid Ullah, Syed; Al-Hadhrami, Suheer (Peer reviewed; Journal article, 2022)Internet of Things (IoT) with deep learning (DL) is drastically growing and plays a significant role in many applications, including medical and healthcare systems. It can help users in this field get an advantage in terms ... -
Internet of Things-Based Fire Alarm Navigation System: A Fire-Rescue Department Perspective
Ehsan, Ibtisam; Mumtaz, Asia; Khalid, Muhammad Irfan; Iqbal, Jawaid; Hussain, Saddam; Sajid Ullah, Syed; Umar, Fazlullah (Peer reviewed; Journal article, 2022)In the past few years, fire alarm systems have become increasingly sophisticated and more capable and reliable. The two main objectives are the protection of life and property. As a result of state and local codes, fire ... -
A Machine Learning in Binary and Multiclassification Results on Imbalanced Heart Disease Data Stream
Hamid, Danish; Sajid Ullah, Syed; Iqbal, Jawaid; Hussain, Saddam; Hassan, Ch. Anwar Ul; Umar, Fazlullah (Peer reviewed; Journal article, 2022) -
Machine Learning: The Backbone of Intelligent Trade Credit-Based Systems
Shah, Faiza; Liu, Yumin; Anwar, Aamir; Shah, Yasir; Alroobaea, Roobaea; Hussain, Saddam; Sajid Ullah, Syed (Peer reviewed; Journal article, 2022)Technology has turned into a significant differentiator in the money and traditional recordkeeping systems for the financial industry. To depict two customers as potential investors, it is mandatory to give the complex ... -
Malware Detection in Internet of Things (IoT) Devices Using Deep Learning
Riaz, Sharjeel; Latif, Shahzad; Usman, Syed Muhammad; Sajid Ullah, Syed; Algarni, Abeer D.; Yasin, Amanullah; Anwar, Aamir; Elmannai, Hela; Hussain, Saddam (Peer reviewed; Journal article, 2022)Internet of Things (IoT) devices usage is increasing exponentially with the spread of the internet. With the increasing capacity of data on IoT devices, these devices are becoming venerable to malware attacks; therefore, ... -
A Multi Parameter Forecasting for Stock Time Series Data Using LSTM and Deep Learning Model
Zaheer, Shahzad; Anjum, Nadeem; Hussain, Saddam; Algarni, Abeer D.; Iqbal, Jawaid; Bourouis, Sami; Sajid Ullah, Syed (Peer reviewed; Journal article, 2023)Financial data are a type of historical time series data that provide a large amount of information that is frequently employed in data analysis tasks. The question of how to forecast stock prices continues to be a topic ... -
Network Threat Detection Using Machine/Deep Learning in SDN-Based Platforms: A Comprehensive Analysis of State-of-the-Art Solutions, Discussion, Challenges, and Future Research Direction
Ahmed, Naveed; Ngadi, Asri Bin; Sharif, Johan Mohamad; Hussain, Saddam; Uddin, Mueen; Rathore, Muhammad Siraj; Iqbal, Jawaid; Abdelhaq, Maha; Alsaqour, Raed; Sajid Ullah, Syed; Zuhra, Fatima Tul (Peer reviewed; Journal article, 2022)A revolution in network technology has been ushered in by software defined networking (SDN), which makes it possible to control the network from a central location and provides an overview of the network’s security. Despite ... -
A New Correlation Coefficient for T-Spherical Fuzzy Sets and Its Application in Multicriteria Decision-Making and Pattern Recognition
Ali, Wajid; Ali, Mehboob; Hussain, Israr; Sajid Ullah, Syed; Alroobaea, Roobaea; Hussain, Saddam; Binmahfoudh, Ahmed; Umar, Fazlullah (Peer reviewed; Journal article, 2022)The goal of this paper is to design a new correlation coefficient for -spherical fuzzy sets (TSFSs), which can accurately measure the nature of correlation (i.e., positive and negative) as well as the degree of relationship ... -
Optimizing the Performance of Data Warehouse by Query Cache Mechanism
Hassan, Ch Anwar Ul; Hammad, Muhammad; Uddin, Mueen; Iqbal, Jawaid; Sahi, Jawad; Hussain, Saddam; Sajid Ullah, Syed (Peer reviewed; Journal article, 2022) -
Wildfire Monitoring Based on Energy Efficient Clustering Approach for FANETS
Bharany, Salil; Sharma, Sandeep; Frnda, Jaroslav; Shuaib, Mohammed; Khalid, Muhammad Irfan; Hussain, Saddam; Iqbal, Jawaid; Sajid Ullah, Syed (Peer reviewed; Journal article, 2022)Forest fires are a significant threat to the ecological system’s stability. Several attempts have been made to detect forest fires using a variety of approaches, including optical fire sensors, and satellite-based technologies, ...