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Results for “"Md. Ebtidaul Karim"”

16+ results

BHyPreC: A Novel Bi-LSTM Based Hybrid Recurrent Neural Network Model to Predict the CPU Workload of Cloud Virtual Machine

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Md. Ebtidaul Karim, Mirza Mohd Shahriar Maswood, Sunanda Das, Abdullah G. Alharbi

Journal: IEEE AccessYear: 2021Citations: 111

With the advancement of cloud computing technologies, there is an ever-increasing demand for the maximum utilization of cloud resources. It increases the computing power consumption of the cloud’s systems. Consolidation of cloud’s Virtual Machines (VMs) provides a pragmatic approach to reduce the en...

Physical SciencesComputer ScienceInformation SystemsOpen Access
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SPIDER: A shallow PCA based network intrusion detection system with enhanced recurrent neural networks

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Pritom Biswas Udas, Md. Ebtidaul Karim, Kowshik Sankar Roy

Journal: Journal of King Saud University - Computer and Information SciencesYear: 2022Citations: 60

In recent years, ensuring the stability of the huge volume of data generated by billions of users has become the main concern in the field of cyber security. Network security is an extensive part of the cyber security system where intrusions are the leading threat in its way of defense. As a counter...

Physical SciencesComputer ScienceComputer Networks and CommunicationsOpen Access
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MalHyStack: A hybrid stacked ensemble learning framework with feature engineering schemes for obfuscated malware analysis

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Kowshik Sankar Roy, Tanim Ahmed, Pritom Biswas Udas, Md. Ebtidaul Karim et al.

Journal: Intelligent Systems with ApplicationsYear: 2023Citations: 47

Since the advent of malware, it has reached a toll in this world that exchanges billions of data daily. Millions of people are victims of it, and the numbers are not decreasing as the year goes by. Malware is of various types in which obfuscation is a special kind. Obfuscated malware detection is ne...

Physical SciencesComputer ScienceSignal ProcessingOpen Access
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Stock Price Prediction Using Bi-LSTM and GRU-Based Hybrid Deep Learning Approach

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Md. Ebtidaul Karim, Md. Ferdouse Ahmed Foysal, Sunanda Das

Journal: Lecture notes in networks and systemsYear: 2022Citations: 39
Social SciencesDecision SciencesManagement Science and Operations Research
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ALZENET: Deep learning-based early prediction of Alzheimer's disease through magnetic resonance imaging analysis

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Md Asaduzzaman, Md. Khorshed Alom, Md. Ebtidaul Karim

Journal: Telematics and Informatics ReportsYear: 2025Citations: 26

Alzheimer's Disease (AD) is a particular form of dementiacharacterized by a steady decline in brain function and cognitive abilities, leading to memory loss, disorientation, and trouble doing daily tasks. It generally occurs in people aged over 65, and currently, there are around 55 million Alzheime...

Life SciencesNeuroscienceNeurologyOpen Access
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A Deep Learning-Based Approach for Stock Price Prediction Using Bidirectional Gated Recurrent Unit and Bidirectional Long Short Term Memory Model

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Md. Ebtidaul Karim, Sabrina Ben Ahmed

Journal: 2021 2nd Global Conference for Advancement in Technology (GCAT)Year: 2021Citations: 17

Stock market investments make up a significant portion of any country’s growing economy. The rise or decline in the share price has a significant impact on the investor’s profit. Accurate prediction of the dynamic and volatile stock price movements can enhance the confidence of investors in the shar...

Social SciencesDecision SciencesManagement Science and Operations Research
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Attention-based RNN architecture for detecting multi-step cyber-attack using PSO metaheuristic

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Pritom Biswas Udas, Kowshik Sankar Roy, Md. Ebtidaul Karim, Shah Muhammad Azmat Ullah

Year: 2023Citations: 13

In recent years, the intensive usage of electronic devices called for a greater threat to preventing a massive volume of information generated by billions of users every second. Therefore, ensuring the stability of these data is deemed to be the cornerstone of the field of cyber security. However, t...

Physical SciencesComputer ScienceComputer Networks and Communications
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Exploiting Deep Learning Based Classification Model for Detecting Fraudulent Schemes over Ethereum Blockchain

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Kowshik Sankar Roy, Md. Ebtidaul Karim, Pritom Biswas Udas

Year: 2022Citations: 13

The extensive usage of the Blockchain technology as one of the most popular forms of decentralized platform has been spread across a numerous field over the recent years. From financial sectors like banking industry to the supply chain management of multiple large corporate farms, blockchain technol...

Physical SciencesComputer ScienceInformation Systems
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Deep Learning based enhanced hybrid beamforming using RSSI signals in MIMO systems

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Md Al Amin Abir, Md. Ferdouse Ahmed Foysal, Arif Hossan, Md. Khorshed Alom et al.

Journal: e-Prime - Advances in Electrical Engineering Electronics and EnergyYear: 2024Citations: 11

Hybrid beamforming has gained popularity in recent years due to its ability to enhance the performance of massive multiple-input multiple-output (massive MIMO) systems and improve the efficiency of wireless communication. However, designing a hybrid precoder is a challenging task as it requires accu...

Physical SciencesEngineeringElectrical and Electronic EngineeringOpen Access
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An Effective Framework for Identifying Pneumonia in Healthcare Using a Convolutional Neural Network

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Md. Rabiul Hasan, Shah Muhammad Azmat Ullah, Md. Ebtidaul Karim

Year: 2023Citations: 7

Pneumonia is now a life-threatening respiratory illness that can affect the lungs. Mainly the aged and children suffer the most. If the right diagnosis is not made, it could be fatal. So early diagnosis is very much needed to save many human lives. For diagnosis purposes Medical imaging, such as a c...

Health SciencesMedicineRadiology, Nuclear Medicine and Imaging
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Design of a Compact Triple-Band Patch Antenna for Bluetooth, ZigBee, Wi-Fi and WUSB Technology

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Mrinmoy Roy, Md. Ebtidaul Karim

Year: 2020Citations: 5

A triple-band patch antenna of compact design has been introduced which can be used in several wireless communication systems such as Bluetooth, ZigBee, Wi-Fi and Wireless Universal Serial Bus (WUSB) Technology. The antenna has a small dimension of 30 mm × 20 mm × 2.3 mm. The operating frequencies a...

Physical SciencesEngineeringAerospace Engineering
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SAR Analysis of Human Head Model Using Common Antennas of 4G LTE Mobile Communications

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Md. Ebtidaul Karim, A. B. M. Aowlad Hossain

Journal: 2021 Fourth International Conference on Electrical, Computer and Communication Technologies (ICECCT)Year: 2021Citations: 4

This paper presents an analysis of the unsafe impact of electromagnetic radiation transmitted from cell phones. Subsequently, the propensity for long-time encounters from portable radiation to non-ionic electromagnetic radiation is expanding. The Specific Absorption Rate (SAR) estimation for 4G Long...

Physical SciencesEngineeringBiomedical Engineering
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Prediction of IDC Breast Cancer by the Application of Transfer Learning with an Ensemble Method

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Mohammed Hossain, Arefa Billa, Md. Ebtidaul Karim

Year: 2023Citations: 3

Cancer mainly is the result of uncontrollable changes in genes. Hence breast cancer is a result of the unstoppable growth of breast cells. A common type of breast cancer is Invasive Ductal Carcinoma (IDC) also popular as Infiltrating Carcinoma. Detection of IDC is necessary and precise identificatio...

Physical SciencesComputer ScienceArtificial Intelligence
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Symmetric Wavelength Reused Bidirectional RSOA Based WDM-PON with NRZ Data in Downstream and Upstream

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Puza Roy, Susmita Ghosh, Sejuti Zaman, Md. Ebtidaul Karim

Journal: 2021 International Conference on Automation, Control and Mechatronics for Industry 4.0 (ACMI)Year: 2021Citations: 3

Wavelength Division Multiplexing-Passive Optical Network (WDM-PON) is an optical network technology that has significantly changed the carrier infrastructures. It creates a wavelength-based logical point-to-point architecture upon point-to-multipoint fiber connection by using multiplexing and demult...

Physical SciencesEngineeringElectrical and Electronic Engineering
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Forecasting Analysis of Hourly Temperature using LSRU Based Hybrid Deep Learning Model

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Md. Ebtidaul Karim, Arif Hossan, Md. Ferdouse Ahmed Foysal, Md. Khorshed Alom et al.

Year: 2024Citations: 1

Over the years due to various human-made and natural disasters, there is a sharp change in the temperature pattern across the planet. A minimal sudden increase or decrease in the natural temperature pattern imposes a significant threat to the natural habitat, crop production, energy demand, etc. Wit...

Physical SciencesEnvironmental ScienceEnvironmental Engineering
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