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Results for “"Md. Golam Rabiul Alam"”

31+ results

UAV Assisted Cooperative Caching on Network Edge Using Multi-Agent Actor-Critic Reinforcement Learning

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Sadman Araf, Adittya Soukarjya Saha, Sadia Hamid Kazi, Nguyen H. Tran et al.

Journal: IEEE Transactions on Vehicular TechnologyYear: 2022Citations: 43

In recent times, caching at edge nodes is a well-known technique to overcome the limitation of strict latency, which simultaneously improves users' Quality of Experience (QoE). However, choosing an appropriate caching policy and content placement poses another significant issue that has been acknowl...

Physical SciencesComputer ScienceComputer Networks and CommunicationsOpen Access
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Shapley-Additive-Explanations-Based Factor Analysis for Dengue Severity Prediction using Machine Learning

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Shihab Uddin Chowdhury, Sanjana Sayeed, Iktisad Rashid, Md. Golam Rabiul Alam et al.

Journal: Journal of ImagingYear: 2022Citations: 39

Dengue is a viral disease that primarily affects tropical and subtropical regions and is especially prevalent in South-East Asia. This mosquito-borne disease sometimes triggers nationwide epidemics, which results in a large number of fatalities. The development of Dengue Haemorrhagic Fever (DHF) is ...

Health SciencesMedicinePublic Health, Environmental and Occupational HealthOpen Access
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Explainable indoor localization of BLE devices through RSSI using recursive continuous wavelet transformation and XGBoost classifier

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A.H.M. Kamal, Md. Golam Rabiul Alam, Md. Rafiul Hassan, Tasnim Sakib Apon et al.

Journal: Future Generation Computer SystemsYear: 2022Citations: 34
Physical SciencesEngineeringElectrical and Electronic Engineering
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Online Review based Sentiment Classification on Bangladesh Airline Service using Supervised Learning

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Khan Md. Hasib, Nurul Akter Towhid, Md. Golam Rabiul Alam

Year: 2021Citations: 30

Still leading main common modes of transportation we use on a daily basis is flying by airplane. Online reviews are becoming increasingly popular as a way for travelers to discuss their experiences with airplanes. Sentiment analysis may be used to understand people’s attitudes or sentiments by utili...

Physical SciencesComputer ScienceArtificial Intelligence
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A Federated Learning Approach to Pneumonia Detection

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Saadat Hasan Khan, Md. Golam Rabiul Alam

Journal: 2021 International Conference on Engineering and Emerging Technologies (ICEET)Year: 2021Citations: 29

Pneumonia Detection has been a real problem for the last few centuries. Detecting Pneumonia has been a job for the skilled, such as doctors and medical practitioners. Visiting doctors in this time in many countries is very tough with Covid-19 on the rise and stricter lockdown regulations. Deep Learn...

Health SciencesMedicineRadiology, Nuclear Medicine and Imaging
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A Machine Learning Approach for Employee Retention Prediction

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Ggaliwango Marvin, Majwega Jackson, Md. Golam Rabiul Alam

Journal: 2021 IEEE Region 10 Symposium (TENSYMP)Year: 2021Citations: 29

Massive investment in employee skills training has been adopted by lots of organizations in reaction to the rapid evolution of the global trends and technology adoption. Unfortunately, target employee retention after training unsatisfactorily gives a negative return on investment. Prediction of targ...

Social SciencesBusiness, Management and AccountingOrganizational Behavior and Human Resource Management
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Human-Behavior-Based Personalized Meal Recommendation and Menu Planning Social System

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Tanvir Islam, Anika Rahman Joyita, Md. Golam Rabiul Alam, Mohammad Mehedi Hassan et al.

Journal: IEEE Transactions on Computational Social SystemsYear: 2022Citations: 28

The traditional dietary recommendation systems are basically nutrition or health-aware where the human feelings on food are ignored. Human affects vary when it comes to food cravings, and not all foods are appealing in all moods. It takes a lot of effort to learn people’s food preferences and make r...

Life SciencesNeuroscienceSensory Systems
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Occluded Object Detection for Autonomous Vehicles Employing YOLOv5, YOLOX and Faster R-CNN

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Tanzim Mostafa, Sartaj Jamal Chowdhury, Md. Khalilur Rhaman, Md. Golam Rabiul Alam

Year: 2022Citations: 24

Autonomous vehicles (AV s) are the future of trans-portation and are likely to bring countless benefits compared to human-operated driving. However, there are still a lot of advances to be made before these vehicles can be considered completely safe and before they can reach full autonomy. Perceivin...

Physical SciencesComputer ScienceComputer Vision and Pattern Recognition
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Demystifying machine learning models of massive IoT attack detection with Explainable AI for sustainable and secure future smart cities

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Rabeya Khatun Muna, Muhammad Iqbal Hossain, Md. Golam Rabiul Alam, Mohammad Mehedi Hassan et al.

Journal: Internet of ThingsYear: 2023Citations: 22
Physical SciencesComputer ScienceComputer Networks and Communications
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Federated Ensemble-Learning for Transport Mode Detection in Vehicular Edge Network

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Md. Mustakin Alam, Tanjim Ahmed, Meraz Hossain, Mehedi Hasan Emo et al.

Journal: Future Generation Computer SystemsYear: 2023Citations: 22
Social SciencesTransportationHuman Mobility and Location-Based Analysis
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SynthEnsemble: A Fusion of CNN, Vision Transformer, and Hybrid Models for Multi-Label Chest X-Ray Classification

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Sruthi Ashraf, Md. Adyelullahil Mamun, Hasnat Abdullah, Md. Golam Rabiul Alam

Year: 2023Citations: 22

Chest X-rays are widely used to diagnose thoracic diseases, but the lack of detailed information about these abnormalities makes it challenging to develop accurate automated diagnosis systems, which is crucial for early detection and effective treatment. To address this challenge, we employed deep l...

Health SciencesMedicineRadiology, Nuclear Medicine and Imaging
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Queueing Theory Based Vehicular Traffic Management System Through Jackson Network Model and Optimization

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Md. Golam Rabiul Alam, Tanjim Mushtari Suma, Sk Mahtab Uddin, Md. Bony Amin Khan Siam et al.

Journal: IEEE AccessYear: 2021Citations: 22

Traffic congestion is increasing in over populated urban areas, our traditional traffic management system can no longer solve this problem. However, this problem can be solved by converting our road networks into queueing networks. This paper proposes, the use of an open Jackson Queueing Model which...

Social SciencesTransportationTransportation Planning and OptimizationOpen Access
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Deep Learning-based Predictive Caching in the Edge of a Network

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Saidur Rahman, Md. Golam Rabiul Alam, Md. Mahbubur Rahman

Year: 2020Citations: 22

Edge computing can allow seamless online content streaming for users because edge devices are usually placed closer to the users than the cloud data storage. As a result, users can be provided with the content faster than the time it would have required if the content was provided directly from the ...

Physical SciencesComputer ScienceComputer Networks and CommunicationsOpen Access
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Personnel selection method using Analytic network Process (ANP) and fuzzy concept

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Mohammed Ayub, Md. Jonaed Kabir, Md. Golam Rabiul Alam

Year: 2009Citations: 22

Due to complex functionality of the organization, it requires the most competent and skilled personnel to challenge the global trends. To focus such personnel an integrated scientific selection procedure is a must. Analytic thinking approaches are the most suitable methods to address this problem of...

Social SciencesDecision SciencesManagement Science and Operations Research
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ECARRNet: An Efficient LSTM-Based Ensembled Deep Neural Network Architecture for Railway Fault Detection

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Salman Ibne Eunus, Shahriar Hossain, A. E. M Ridwan, Ashik Adnan et al.

Journal: AIYear: 2024Citations: 21

Accidents due to defective railway lines and derailments are common disasters that are observed frequently in Southeast Asian countries. It is imperative to run proper diagnosis over the detection of such faults to prevent such accidents. However, manual detection of such faults periodically can be ...

Physical SciencesEngineeringControl and Systems EngineeringOpen Access
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