An ensemble machine learning based bank loan approval predictions system with a smart application
June 2023
Banks rely heavily on loans as a primary source of revenue; however, distinguishing deserving applicants who will reliably repay loans presents an ongoing challenge. Conventional selection processes...
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Exploring the potential of 3D scanning in Industry 4.0: An overview
June 2022
•A 3D scanner is a non-contact, non-destructive digital device that uses a light/laser source to accurately capture the shape of a physical object into computer-aided design (CAD) data.•It generates...
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Machine learning based diabetes prediction and development of smart web application
June 2021
•The goal of this work is to find effective machine learning based classifier models for detecting diabetes in individuals utilizing clinical data.•The results of this study suggest that an appropriate...
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Image cyberbullying detection and recognition using transfer deep machine learning
2024
•This research addresses shortcomings in existing literature and offers a new perspective in the fight against cyberbullying.•It proposes a hybrid approach that utilizes the strengths of both deep learning...
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Enhancing personalized learning: AI-driven identification of learning styles and content modification strategies
2024
In the rapidly advancing era of educational technology, customized learning materials have the potential to enhance individuals’ learning capacities. This research endeavors to devise an effective method...
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Deep learning-based human activity recognition using CNN, ConvLSTM, and LRCN
2024
Human activity recognition (HAR) plays a crucial role in assisting the elderly and individuals with vascular dementia by providing support and monitoring for their daily activities. This paper presents...
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Fake News Classification using transformer based enhanced LSTM and BERT
June 2022
•Fake News has been a concern all over the world and social media has only amplified this phenomenon and it has been affecting the world on a large scale as these are targeted to sway the decisions...
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Facial expression recognition via ResNet-50
June 2021
•We propose a deep residual network ResNet-50 for facial expression recognition.•Convolution operation is used to extract features and pooling is used to reduce dimension of features.•BN and activation...
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A review on object detection in unmanned aerial vehicle surveillance
June 2021
•In this paper, a detailed literature review has been conducted focusing on object detection and tracking using UAVs concerning different applications.•Contribution: Object detection methods applied...
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Fake review detection using transformer-based enhanced LSTM and RoBERTa
2024
•Comprehensive examination of various methodologies in the identification of false reviews.•A novel and practical approach that leverages transformer architecture to identify fake reviews.•A comprehensive...
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Continuous word level sign language recognition using an expert system based on machine learning
June 2023
•A sign language database consisting of 80 classes was created.•Classification was performed using two approaches, namely, SVM with mediapipe and YOLOv4.•An expert system was designed which combined...
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An ensemble approach for classification and prediction of diabetes mellitus using soft voting classifier
June 2021
•World Health Organization (WHO) reported globally that adult diabetes patients have nearly doubled since 1980, rising from 4.7% to 8.5%. In 2012, 1.5 million people died due to diabetes.•The early...
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Segmentation and classification of brain tumor using 3D-UNet deep neural networks
June 2022
•The proposed work considers an image registration model, a 3D U-Net model, for the volumetric segmentation of the brain tumor.•The next step is the classification of the brain tumors into meningioma,...
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Clock synchronization in industrial Internet of Things and potential works in precision time protocol: Review, challenges and future directions
June 2023
•This research investigated and analyzed IEEE 1588 PTP-based synchronization methods for IoT and industrial applications in depth.•The efficiency and working principle of different time synchronization...
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Technology-Assisted Language Learning Adaptive Systems: A Comprehensive Review
June 2023
•Comprehensive review of trends and development of technology-assisted language learning (TALL) adaptive systems is presented.•Resulting studies have been analyzed from three dimensions viz. spatial...
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Evolutionary trends in progressive cloud computing based healthcare: Ideas, enablers, and barriers
June 2022
•Cloud computing is one of the significant facilitators of the health information revolution in the healthcare.•This technology establishes standard accessible hardware for diverse healthcare applications...
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Integration of Artificial Intelligence and Wearable Internet of Things for Mental Health Detection
2024
The integration of Artificial Intelligence (AI) and Wearable Internet of Things (WIoT) for mental health detection is a promising area of research with the potential to revolutionize mental health monitoring...
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DDSS: Driver decision support system based on the driver behaviour prediction to avoid accidents in intelligent transport system
2024
•Driver behaviour prediction algorithm constructed based on driver physical parameters and external parameters.•Driver physical parameters measures the driver drowsiness and alcohol consumption and...
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Multi-class sentiment classification on Bengali social media comments using machine learning
June 2023
•In recent years, immense work has been done on sentiment analysis directed towards the binary (positive, negative) or ternary (positive, neutral, negative) classification. Due to the complexity of...
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A novel and secured email classification and emotion detection using hybrid deep neural network
2024
•A challenge that hasn't been fully solved yet is measuring semantic relationships and similarities of WordNet ontologies to semantically reduce email functionality.•As far as aware no research has...
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Medical image fusion method by deep learning
June 2021
•Deep learning models can extract the most effective features automatically from data to overcome the difficulty of manual design. In this paper, deep learning model is intended to be introduced into...
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Navigating the Nexus: A systematic review of the symbiotic relationship between the metaverse and gaming
2024
•Present a detailed review on the impact of metaverse on the gaming industry and communities.•Present insights into key dimensions and mechanisms of the symbiotic relationship between the metaverse...
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Data-driven strategies for digital native market segmentation using clustering
2024
The rapid growth of internet users and social networking sites presents significant challenges for entrepreneurs and marketers. Understanding the evolving behavioral and psychological patterns across...
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Optimizing breast cancer diagnosis: Harnessing the power of nature-inspired metaheuristics for feature selection with soft voting classifiers
December 2025
•Machine learning aids early detection of breast cancer.•Nature-inspired algorithms efficiently identify informative features, enhancing model performance.•Study compares soft voting with machine learning...
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Automatic COVID-19 prediction using explainable machine learning techniques
June 2023
The coronavirus is considered this century's most disruptive catastrophe and global concern. This disease has prompted extreme social, psychological and economic impacts affecting millions of people...
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