Search Results - "Zahid, Mohd Soperi"

Software Defined Networking Flow Table Management of OpenFlow Switches Performance and Security Challenges: A Survey by Isyaku, Babangida, Mohd Zahid, Mohd Soperi, Bte Kamat, Maznah, Abu Bakar, Kamalrulnizam, Ghaleb, Fuad A.

“…Software defined networking (SDN) is an emerging network paradigm that decouples the control plane from the data plane. The data plane is composed of…”
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Detection of Myocardial Infarction Using Hybrid Models of Convolutional Neural Network and Recurrent Neural Network by Hasbullah, Sumayyah, Mohd Zahid, Mohd Soperi, Mandala, Satria

“…Myocardial Infarction (MI) is the death of the heart muscle caused by lack of oxygenated blood flow to the heart muscle. It has been the main cause of death…”
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A Survey of Low Rate DDoS Detection Techniques Based on Machine Learning in Software-Defined Networks by Alashhab, Abdussalam Ahmed, Zahid, Mohd Soperi Mohd, Azim, Mohamed A., Daha, Muhammad Yunis, Isyaku, Babangida, Ali, Shimhaz

“…Software-defined networking (SDN) is a new networking paradigm that provides centralized control, programmability, and a global view of topology in the…”
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A Review of Interpretable ML in Healthcare: Taxonomy, Applications, Challenges, and Future Directions by Abdullah, Talal A. A., Zahid, Mohd Soperi Mohd, Ali, Waleed

“…We have witnessed the impact of ML in disease diagnosis, image recognition and classification, and many more related fields. Healthcare is a sensitive field…”
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Route Path Selection Optimization Scheme Based Link Quality Estimation and Critical Switch Awareness for Software Defined Networks by Isyaku, Babangida, Bakar, Kamalrulnizam Abu, Mohd Zahid, Mohd Soperi, Alkhammash, Eman H., Saeed, Faisal, Ghaleb, Fuad A.

“…Software-defined network (SDN) is a new paradigm that decouples the control plane and data plane. This offered a more flexible way to efficiently manage the…”
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The Effects of Daubechies Wavelet Basis Function (DWBF) and Decomposition Level on the Performance of Artificial Intelligence-Based Atrial Fibrillation (AF) Detection Based on Electrocardiogram (ECG) Signals by Mandala, Satria, Pratiwi Wibowo, Annisa Rizki, Adiwijaya, Suyanto, Zahid, Mohd Soperi Mohd, Rizal, Ardian

“…This research studies the effects of both Daubechies wavelet basis function (DWBF) and decomposition level (DL) on the performance of detecting atrial…”
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Sig-LIME: a Signal-based Enhancement of LIME Explanation Technique by Abdullah, Talal A. A., Zahid, Mohd Soperi Mohd, Turki, Ahmad F., Ali, Waleed, Jiman, Ahmad A., Abdulaal, Mohammed J, Sobahi, Nebras M., Attar, Eyad T.

“…Interpreting machine learning models is facilitated by the widely employed locally interpretable model-agnostic explanation (LIME) technique. However, when…”
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Probabilistic and Replication Based Locking Routing Protocol for Delay Tolerant Network by Ayub, Qaisar, Ngadi, Md. Asri, Rashid, Sulma, Ahmedy, Ismail, Sharif, Johan Mohamad, Zahid, Mohd Soperi Mohd

“…A DTN node under multi copy protocols forwards a message to all connected nodes and improves message delivery at higher consumption of network resources. The…”
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Contact quality based forwarding strategy for delay tolerant network by Ayub, Qaisar, Rashid, Sulma, Soperi Mohd Zahid, M., Abdullah, Abdul Hanan

“…The probabilistic routing protocols accelerate the network traffic towards more vital nodes to achieve high delivery ratio and low delays. However, as the…”
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Dynamic Prediction based Multi Queue (DPMQ) drop policy for probabilistic routing protocols of delay tolerant network by Rashid, Sulma, Hanan Abdullah, Abdul, Ayub, Qaisar, Soperi Mohd Zahid, M.

“…Two most important issues should be considered to achieve data delivery in DTN networking: routing protocols for the network and intelligent buffer management…”
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Online Machine Learning Approach to Detect and Mitigate Low-Rate DDoS Attacks in SDN-Based Networks by Alashhab, Abdussalam Ahmed, Mohd Zahid, Mohd Soperi, Alashhab, Mohamed, Alashhab, Shehabuldin

“…Software Defined Networking (SDN) technology provides rapid configuration, scalability, and management through its dynamic, programmable architecture that…”
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Enhancing DDoS Attack Detection and Mitigation in SDN Using an Ensemble Online Machine Learning Model by Alashhab, Abdussalam Ahmed, Zahid, Mohd Soperi, Isyaku, Babangida, Elnour, Asma Abbas, Nagmeldin, Wamda, Abdelmaboud, Abdelzahir, Abdullah, Talal Ali Ahmed, Maiwada, Umar Danjuma

“…Software Defined Networks (SDN) offer dynamic reconfigurability and scalability, revolutionizing traditional networking. However, countering Distributed Denial…”
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Threshold based locking routing strategy for delay tolerant network by Ayub, Qaisar, Zahid, M. Soperi Mohd, Rashid, Sulma, Abdullah, A. Hanan

“…Delay tolerance network probabilistic routing protocols forward message to a node by observing its predictability value to meet the message destination…”
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Real-Time Detection of Low-Rate DDoS Attacks in SDN-Based Networks Using Online Machine Learning Model by Alashhab, Abdussalam Ahmed, Zahid, Mohd Soperi Mohd, Abdullahi, Mujaheed, Rahman, Md Siddikur

“…Software Defined Networks (SDN) provide rapid configuration, scalability, and management through a dynamic, programmable architecture that surpasses…”
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IHTA: Dynamic Idle-Hard Timeout Allocation Algorithm based OpenFlow Switch by Isyaku, Babangida, Kamat, Maznah Bte, Abu Bakar, Kamalrulnizam bin, Mohd Zahid, Mohd Soperi, Ghaleb, Fuad A.

“…Software Defined Networking (SDN) enables flexible fine-grained networking policies by allowing the SDN controller to install packet handling rules on…”
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A Transfer Learning-Based Model for Brain Tumor Detection in MRI Images by Faiz Rofi Hencya, Satria Mandala, Tong Boon Tang, Mohd Soperi Mohd Zahid

“…Brain tumors are life-threatening medical conditions characterized by abnormal cell proliferation in or near the brain. Early detection is crucial for…”
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Message Drop Control Buffer Management Policy for DTN Routing Protocols by RASHID, Sulma, AYUB, Qaisar, SOPERI MOHD ZAHID, M, ABDUL HANAN ABDULLAH

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Explainable Deep Learning Model for Cardiac Arrhythmia Classification by Abdullah, Talal A.A., Zahid, Mohd Soperi Bin Mohd, Tang, Tong Boon, Ali, Waleed, Nasser, Maged

“…In this work, we proposed a hybrid deep learning model that (CNN-GRU) combines a One-Dimensional Neural Network (1D CNN) and a Gated Recurrent Unit (GRU) to…”
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Threshold Based Best Custodian Routing Protocol for Delay Tolerant Network by Ayub, Qaisar, Soperi Mohd Zahid, Rashid, Sulma, Abdul Hanan Abdullah

“…Delay Tolerant Network (DTN) is a kind of network in which the source may not be able to establish the stable and uninterrupted path to destination due to…”
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Application of Mobile Cloud Computing in Care pathways by Soperi Mohd Zahid, Mohd, Abdullah, Abdul Hanan, Supriyanto, Eko

“…The advances in cloud computing has resulted in the introduction of several health-care services in the cloud. However, not much work has been done which…”
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