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Results for “"Sakib Shahriar Shafin"”

11 results

Applications of Machine Learning and Deep Learning in Antenna Design, Optimization, and Selection: A Review

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Nayan Sarker, Prajoy Podder, M. Rubaiyat Hossain Mondal, Sakib Shahriar Shafin et al.

Journal: IEEE AccessYear: 2023Citations: 140

This review paper provides an overview of the latest developments in artificial intelligence (AI)-based antenna design and optimization for wireless communications. Machine learning (ML) and deep learning (DL) algorithms are applied to antenna engineering to improve the efficiency of the design and ...

Physical SciencesEngineeringAerospace EngineeringOpen Access
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A Survey on Behavioral Pattern Mining From Sensor Data in Internet of Things

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Md. Mamunur Rashid, Joarder Kamruzzaman, Mohammad Mehedi Hassan, Sakib Shahriar Shafin et al.

Journal: IEEE AccessYear: 2020Citations: 22

The deployment of large-scale wireless sensor networks (WSNs) for the Internet of Things (IoT) applications is increasing day-by-day, especially with the emergence of smart city services. The sensor data streams generated from these applications are largely dynamic, heterogeneous, and often geograph...

Physical SciencesComputer ScienceArtificial IntelligenceOpen Access
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Secure Electric Vehicle Charging Infrastructure in Smart Cities: A Blockchain-Based Smart Contract Approach

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Abdullahi Chowdhury, Sakib Shahriar Shafin, Saleh Masum, Joarder Kamruzzaman et al.

Journal: Smart CitiesYear: 2025Citations: 18

Increasing adoption of electric vehicles (EVs) and the expansion of EV charging infrastructure present opportunities for enhancing sustainable transportation within smart cities. However, the interconnected nature of EV charging stations (EVCSs) exposes this infrastructure to various cyber threats, ...

Physical SciencesComputer ScienceInformation SystemsOpen Access
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Distributed Denial of Service Attack Detection Using Machine Learning and Class Oversampling

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Sakib Shahriar Shafin, Sakir Adnan Prottoy, Saif Abbas, Safayat Bin Hakim et al.

Journal: Communications in computer and information scienceYear: 2021Citations: 17
Physical SciencesComputer ScienceComputer Networks and Communications
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Detection of Android Malware using Tree-based Ensemble Stacking Model

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Sakib Shahriar Shafin, Md. Maroof Ahmed, Mahmud Alam Pranto, Abdullahi Chowdhury

Journal: 2021 IEEE Asia-Pacific Conference on Computer Science and Data Engineering (CSDE)Year: 2021Citations: 14

Increasing use of smartphones for everyday activities from banking, education to social networking is putting our personal information at risk as smartphone operating systems and applications are vulnerable to various types of attacks including malware attack. To this end Android operating system is...

Physical SciencesComputer ScienceSignal Processing
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An IoT-based Smart Grid Technology: Bidirectional Power Flow, Smart Energy Metering, and Home Automation

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Sowmik Sarker, Murad Kabir Md. Rakib, Sayemul Islam, Sakib Shahriar Shafin

Year: 2021Citations: 12

The Internet of things (IoT)-based smart grid system is a burning tool for ensuring smart home automation monitoring systems, smart billing systems, and smart energy distribution. Smart grid has the advantage to integrate renewable energy resources (RESs) into the conventional grid that can reduce t...

Physical SciencesEngineeringElectrical and Electronic Engineering
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Churn Prediction in Telecom Industry using Machine Learning Ensembles with Class Balancing

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Abdullahi Chowdhury, Shahriar Kaisar, Md. Mamunur Rashid, Sakib Shahriar Shafin et al.

Journal: 2021 IEEE Asia-Pacific Conference on Computer Science and Data Engineering (CSDE)Year: 2021Citations: 10

Telecommunication service providers are going through a very competitive and challenging time to retain existing customers by offering new and attractive services (e.g., unlimited local and international calls, high-speed internet, new phones). It is therefore imperative to analyse and predict custo...

Social SciencesBusiness, Management and AccountingMarketingOpen Access
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Scalable Parallel SVM on Cloud Clusters for Large Datasets Classification

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Md Sarwar M Haque, Ghazanfar Latif, Mahmudul Hasan, Md Arifuzzaman et al.

Year: 2019Citations: 6

This paper proposes a new parallel support vector machine (PSVM) that is efficient in terms of time complexity. Support vector machine is one of the popular classifiers for analysis of data and classification of patterns. However, SVM requires a large memory (in the range of 100 GB or more) in order...

Physical SciencesComputer ScienceComputer Vision and Pattern Recognition
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Securing Electric Vehicle Charging Infrastructure: Attack Identification Using Machine Learning

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Saleh Masum, Sakib Shahriar Shafin, Mohammad Manzurul Islam, Abdullahi Chowdhury

Year: 2024Citations: 1

The growing adoption of Electric Vehicles (EVs) is critical for attaining a sustainable energy future, necessitating the development of a reliable Electric Vehicle Charging Infrastructure (EVCI). However, EVCI is vulnerable to cyberattacks, which hinder the rapid adoption of EVs. To mitigate this ch...

Physical SciencesEngineeringElectrical and Electronic Engineering
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Blended Ensemble Learning for Robust MITM Attack Detection and Classification in Smart Grid

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Sakib Shahriar Shafin, Quazi Ashiqur Rahman, Iqbal Gondal, Gour Karmakar et al.

Year: 2023Citations: 1

The advent of smart grids and Intelligent Control Systems (ICS) has significantly enhanced efficiency and quality in power generation and distribution. Despite the large-scale benefits of these innovations, their interconnected nature exposes power systems to increasing cyber threats, including comp...

Physical SciencesEngineeringControl and Systems Engineering
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Dependency-Aware Interpretable Anomaly Detection in Semiconductor Wafer Production

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Md. Maroof Ahmed, Sakib Shahriar Shafin, Abdullahi Chowdhury, Shahriar Kaisar

Journal: SSRN Electronic JournalYear: 2025
Physical SciencesComputer ScienceArtificial IntelligenceOpen Access
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