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The application of suitable sports games for junior high school students based on deep learning and artificial intelligence
Published 2025“…This is achieved by integrating deep learning and artificial intelligence technologies. …”
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Article -
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CAGDEEP : Mobile malware analysis using force atlas 2 with strong gravity call graph and deep learning
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Conference or Workshop Item -
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Development of deep reinforcement learning based resource allocation techniques in cloud radio access network
Published 2022“…To capture the spatiotemporal channel state information (CSI), the second proposed algorithm adopts machine learning techniques with anchor graph hashing to extract generalized features before feeding them into the DQN. …”
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Final Year Project / Dissertation / Thesis -
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Visual Crowd Counting System Using Deep Learning
Published 2021“…This project is about developing a visual crowd counting system using deep learning. The entirety of this project will only be using Python for both the back-end and the front-end development. …”
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Final Year Project / Dissertation / Thesis -
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Drone-based surveillance of palm tress ecosystems
Published 2024“…This paper presents a novel surveillance system designed to identify the health status of oil palm trees by leveraging MATLAB object detection and deep learning techniques. The study aims to improve the accuracy and efficiency of palm health detection by integrating MATLAB's initial object recognition with advanced deep learning algorithms. …”
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Hyperspectral anomaly detection leveraging spatial attention and right-shifted spectral energy
Published 2025“…In this research, we have proposed a novel anomaly detection algorithm for processing hyperspectral images (HSIs), called the Graph Attention Network-Beta Wavelet Graph Neural Network-based Hyperspectral Anomaly Detection (GAN-BWGNN HAD). …”
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Epileptic seizure detection from electroencephalogram (EEG) signals using linear graph convolutional network and DenseNet based hybrid framework
Published 2023“…The concentration on grid-like data has been a significant drawback of existing deep learning-based automatic epileptic seizure detection algorithms from raw EEG signals; nevertheless, physiological recordings frequently have irregular and unordered structures, making it challenging to think of them as a matrix. …”
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Wearables-assisted smart health monitoring for sleep quality prediction using optimal deep learning
Published 2023“…For sleep quality prediction, the WSHMSQP-ODL model uses the deep belief network (DBN) model. To enhance the sleep quality prediction performance of the DBN model, the enhanced seagull optimization (ESGO) algorithm is used for hyperparameter tuning. …”
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Revolutionizing video analytics: a review of action recognition using 3D
Published 2024“…This paper provides an overview of recent research in 3D video action recognition, concentrating on different deep learning architectures, self-supervised learning, graph-based methods, fewshot and zero-shot learning, cross-modal action understanding, and model interpretability. …”
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Enhancement of text representation for Indonesian document summarization with deep sequential pattern mining
Published 2023“…Second, the proposed SPM approach is combined with Deep Belief Network (DBN), called DeepSPM, based on the unsupervised Deep Learning method. …”
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Thesis -
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Enhancement of network security by use machine learning
Published 2019“…The important study in this research is the machine learning with deep learning system to enhance the security. …”
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Thesis -
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Leaf condition analysis using convolutional neural network and vision transformer
Published 2024“…Through the use of a hybrid deep learning model that combines vision transformer and convolutional neural networks for classification, the algorithm can be optimized. …”
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Digital Quran With Storage Optimization Through Duplication Handling And Compressed Sparse Matrix Method
Published 2024thesis::doctoral thesis
