Search Results - "Mostafa, Salama A."

Benchmarking of Machine Learning for Anomaly Based Intrusion Detection Systems in the CICIDS2017 Dataset by Maseer, Ziadoon Kamil, Yusof, Robiah, Bahaman, Nazrulazhar, Mostafa, Salama A., Foozy, Cik Feresa Mohd

“…An intrusion detection system (IDS) is an important protection instrument for detecting complex network attacks. Various machine learning (ML) or deep learning…”
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MAFC: Multi-Agent Fog Computing Model for Healthcare Critical Tasks Management by Mutlag, Ammar Awad, Khanapi Abd Ghani, Mohd, Mohammed, Mazin Abed, Maashi, Mashael S, Mohd, Othman, Mostafa, Salama A, Abdulkareem, Karrar Hameed, Marques, Gonçalo, de la Torre Díez, Isabel

“…In healthcare applications, numerous sensors and devices produce massive amounts of data which are the focus of critical tasks. Their management at the edge of…”
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A Review of Fog Computing and Machine Learning: Concepts, Applications, Challenges, and Open Issues by Abdulkareem, Karrar Hameed, Mohammed, Mazin Abed, Gunasekaran, Saraswathy Shamini, Al-Mhiqani, Mohammed Nasser, Mutlag, Ammar Awad, Mostafa, Salama A., Ali, Nabeel Salih, Ibrahim, Dheyaa Ahmed

“…Systems based on fog computing produce massive amounts of data; accordingly, an increasing number of fog computing apps and services are emerging. In addition,…”
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An Ontological Framework for Information Extraction From Diverse Scientific Sources by Zaman, Gohar, Mahdin, Hairulnizam, Hussain, Khalid, Atta-Ur-Rahman, Abawajy, Jemal, Mostafa, Salama A.

“…Automatic information extraction from online published scientific documents is useful in various applications such as tagging, web indexing and search engine…”
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Comprehensive Review of Artificial Intelligence and Statistical Approaches in Distributed Denial of Service Attack and Defense Methods by Khalaf, Bashar Ahmed, Mostafa, Salama A., Mustapha, Aida, Mohammed, Mazin Abed, Abduallah, Wafaa Mustafa

“…Until now, an effective defense method against Distributed Denial of Service (DDoS) attacks is yet to be offered by security systems. Incidents of serious…”
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Benchmarking Methodology for Selection of Optimal COVID-19 Diagnostic Model Based on Entropy and TOPSIS Methods by Mohammed, Mazin Abed, Abdulkareem, Karrar Hameed, Al-Waisy, Alaa S., Mostafa, Salama A., Al-Fahdawi, Shumoos, Dinar, Ahmed Musa, Alhakami, Wajdi, Baz, Abdullah, Al-Mhiqani, Mohammed Nasser, Alhakami, Hosam, Arbaiy, Nureize, Maashi, Mashael S., Mutlag, Ammar Awad, Garcia-Zapirain, Begona, De La Torre Diez, Isabel

“…Nowadays, coronavirus (COVID-19) is getting international attention due it considered as a life-threatened epidemic disease that hard to control the spread of…”
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Review of Data Fusion Methods for Real-Time and Multi-Sensor Traffic Flow Analysis by Kashinath, Shafiza Ariffin, Mostafa, Salama A., Mustapha, Aida, Mahdin, Hairulnizam, Lim, David, Mahmoud, Moamin A., Mohammed, Mazin Abed, Al-Rimy, Bander Ali Saleh, Fudzee, Mohd Farhan Md, Yang, Tan Jhon

“…Recently, development in intelligent transportation systems (ITS) requires the input of various kinds of data in real-time and from multiple sources, which…”
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Voice Pathology Detection and Classification Using Convolutional Neural Network Model by Mohammed, Mazin Abed, Abdulkareem, Karrar Hameed, Mostafa, Salama A., Khanapi Abd Ghani, Mohd, Maashi, Mashael S., Garcia-Zapirain, Begonya, Oleagordia, Ibon, Alhakami, Hosam, AL-Dhief, Fahad Taha

“…Voice pathology disorders can be effectively detected using computer-aided voice pathology classification tools. These tools can diagnose voice pathologies at…”
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Novel Crow Swarm Optimization Algorithm and Selection Approach for Optimal Deep Learning COVID-19 Diagnostic Model by Mohammed, Mazin Abed, Al-Khateeb, Belal, Yousif, Mohammed, Mostafa, Salama A., Kadry, Seifedine, Abdulkareem, Karrar Hameed, Garcia-Zapirain, Begonya

“…Due to the COVID-19 pandemic, computerized COVID-19 diagnosis studies are proliferating. The diversity of COVID-19 models raises the questions of which…”
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The Current State of the Art in Research on Predictive Maintenance in Smart Grid Distribution Network: Fault’s Types, Causes, and Prediction Methods—A Systematic Review by Mahmoud, Moamin A., Md Nasir, Naziffa Raha, Gurunathan, Mathuri, Raj, Preveena, Mostafa, Salama A.

“…With the exponential growth of science, Internet of Things (IoT) innovation, and expanding significance in renewable energy, Smart Grid has become an advanced…”
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A fuzzy logic control in adjustable autonomy of a multi-agent system for an automated elderly movement monitoring application by Mostafa, Salama A., Mustapha, Aida, Mohammed, Mazin Abed, Ahmad, Mohd Sharifuddin, Mahmoud, Moamin A.

“…•A Fuzzy Logic-based Adjustable Autonomy (FLAA) model to manage the autonomy of multi-agent systems.•The FLAA model is implemented in an Automated Elderly…”
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COVID-19 anomaly detection and classification method based on supervised machine learning of chest X-ray images by Hasoon, Jamal N., Fadel, Ali Hussein, Hameed, Rasha Subhi, Mostafa, Salama A., Khalaf, Bashar Ahmed, Mohammed, Mazin Abed, Nedoma, Jan

“…•We propose a method for early detection of COVID-19 through analysis of X-ray images.•The method performs preprocessing, RoI detection, segmentation, feature…”
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WB-CPI: Weather Based Crop Prediction in India Using Big Data Analytics by Gupta, Rishi, Sharma, Akhilesh Kumar, Garg, Oorja, Modi, Krishna, Kasim, Shahreen, Baharum, Zirawani, Mahdin, Hairulnizam, Mostafa, Salama A.

“…This paper aims at collecting and analysing temperature, rainfall, soil, seed, crop production, humidity and wind speed data (in a few regions), which will…”
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A Review of Optimization Algorithms in Solving Hydro Generation Scheduling Problems by Thaeer Hammid, Ali, Awad, Omar I., Sulaiman, Mohd Herwan, Gunasekaran, Saraswathy Shamini, Mostafa, Salama A., Manoj Kumar, Nallapaneni, Khalaf, Bashar Ahmad, Al-Jawhar, Yasir Amer, Abdulhasan, Raed Abdulkareem

“…The optimal generation scheduling (OGS) of hydropower units holds an important position in electric power systems, which is significantly investigated as a…”
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An Agent-Based Inference Engine for Efficient and Reliable Automated Car Failure Diagnosis Assistance by Mostafa, Salama A., Mustapha, Aida, Hazeem, Ahmed Abdulbasit, Khaleefah, Shihab Hamad, Mohammed, Mazin Abed

“…There are many difficulties and challenges involved in cars failure and malfunction diagnosis. The diagnosis process involves heuristic and complex series of…”
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An Attention-Augmented Convolutional Neural Network With Focal Loss for Mixed-Type Wafer Defect Classification by Batool, Uzma, Shapiai, Mohd Ibrahim, Mostafa, Salama A., Ibrahim, Mohd Zamri

“…Silicon wafer defect classification is crucial for improving fabrication and chip production. Although deep learning methods have been successful in…”
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Bat Optimized Link State Routing Protocol for Energy-Aware Mobile Ad-Hoc Networks by Jubair, Mohammed Ahmed, Mostafa, Salama A., Muniyandi, Ravie Chandren, Mahdin, Hairulnizam, Mustapha, Aida, Hassan, Mustafa Hamid, Mahmoud, Moamin A., Al-Jawhar, Yasir Amer, Al-Khaleefa, Ahmed Salih, Mahmood, Ahmed Jubair

“…Mobile ad hoc network (MANET) can be described as a group of wireless mobile nodes that form a temporary dynamic and independent infrastructure network or a…”
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A QoS Aware Cluster Head Selection and Hybrid Cryptography Routing Protocol for Enhancing Efficiency and Security of VANETs by Jubair, Mohammed Ahmed, Mostafa, Salama A., Zebari, Dilovan Asaad, Hariz, Hussein Muhee, Abdulsattar, Nejood Faisal, Hassan, Mustafa Hamid, Abbas, Ali Hashim, Abbas, Fatima Hashim, Alasiry, Areej, Turki-Hadj Alouane, M.

“…Nowadays, VANET (vehicular ad hoc network) is one of the key aspects of developing advanced intelligent transportation systems. Due to its huge mobility and…”
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An optimization of color halftone visual cryptography scheme based on Bat algorithm by Aswad, Firas Mohammed, Salman, Ihsan, Mostafa, Salama A.

“…Visual cryptography is a cryptographic technique that allows visual information to be encrypted so that the human optical system can perform the decryption…”
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Tree-based machine learning algorithms in the Internet of Things environment for multivariate flood status prediction by Aswad, Firas Mohammed, Kareem, Ali Noori, Khudhur, Ahmed Mahmood, Khalaf, Bashar Ahmed, Mostafa, Salama A.

“…Floods are one of the most common natural disasters in the world that affect all aspects of life, including human beings, agriculture, industry, and education…”
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