Published Articles with Keyword: CNN
- Title: Performance Analysis of LSTM, SVM, CNN, and CNN-LSTM Algorithms for Malware Detection in IoT Dataset
Authors: Iliyan Barzev, Daniela Borissova
Doi: 10.37394/232018.2025.13.27
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Published in WSEAS Transactions on Computer Research, Volume 13, 2025
- Title: An Automated and Integrated Sensing System for Road Monitoring using UAV Images and an Optimized R-CNN
Authors: Vincenzo Barrile, Francesco Scopelliti, Emanuela Genovese, Giovanni Leonardi, Giuseppe Maria Meduri
Doi: 10.37394/232014.2025.21.5
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Published in WSEAS Transactions on Signal Processing, Volume 21, 2025
- Title: Leveraging Deep Learning for Drowning and Swimming Prevention
Authors: Türkalp Türker Ünlü, Abakar Li̇mane Mahamat, Meti̇n Turan
Doi: 10.37394/23209.2025.22.20
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Published in WSEAS Transactions on Information Science and Applications, Volume 22, 2025
- Title: Advancing Early Detection: Dcnn for Automated Blood Cancer Diagnosis and Anomaly Detection
Authors: V. Raji, E. Rajendran
Doi: 10.37394/232020.2025.5.1
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Published in Proof, Volume 5, 2025
- Title: Polynomial Regression and Faster R-CNN Models for University
Library Decision Implementation Discovery based on Deep Learning
Authors: Shkelqim Hajrulla, Özen Özer, Taylan Demir
Doi: 10.37394/23209.2025.22.9
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Published in WSEAS Transactions on Information Science and Applications, Volume 22, 2025
- Title: NARX-Based 1D Convolutional Neural Networks for Enhanced Earthquake Prediction Accuracy
Authors: Hapsoro Agung Nugroho, Aries Subiantoro, Benyamin Kusumoputro
Doi: 10.37394/23209.2025.22.7
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Published in WSEAS Transactions on Information Science and Applications, Volume 22, 2025
- Title: Validation of Robustness of SLAM Algorithms using Deep Learning Methods in Real Conditions
Authors: Yurii Rabeshko, Yurii Turbal
Doi: 10.37394/23209.2025.22.6
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Published in WSEAS Transactions on Information Science and Applications, Volume 22, 2025
- Title: Accounting-Oriented Research on Note Recognition Model based on Information Extraction Algorithm
Authors: Zhiyin Liu
Doi: 10.37394/23207.2024.21.216
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Published in WSEAS Transactions on Business and Economics, Volume 21, 2024
- Title: Dementia Identification using a Class of CNN based Methods and Transfer Learning
Authors: Liza Medhi, Beauti Priya Choudhury, Surajit Deka, Kandarpa Kumar Sarma
Doi: 10.37394/23205.2024.23.24
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Published in WSEAS Transactions on Computers, Volume 23, 2024
- Title: Development of an Integrated AI Model Based on CNN-SVM for Electricity Theft Detection
Authors: Nenchin Emmanuel, Ademoh A. Isah
Doi: 10.37394/232025.2024.6.27
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Published in Engineering World, Volume 6, 2024
- Title: Image-based Chronic Kidney Disease Diagnosis Using 2D Convolutional Neural Networks in the Context of a Comprehensive Artificial Intelligence-Driven Healthcare System
Authors: Frank Edughom Ekpar
Doi: 10.37394/232023.2024.4.13
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Published in Molecular Sciences and Applications, Volume 4, 2024
- Title: Proposed Activation Function Based Deep Learning Approach for Real- Time Face Mask Detection System
Authors: Nay Kyi Tun, Aye Min Myat
Doi: 10.37394/232027.2024.6.25
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Published in International Journal of Electrical Engineering and Computer Science, Volume 6, 2024
- Title: Development of an Electronic Voting System using Blockchain Technology and Deep Hybrid Learning
Authors: Md. Abdul Based, Elias Ur Rahman, Mohammad Shorif Uddin
Doi: 10.37394/23205.2024.23.18
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Published in WSEAS Transactions on Computers, Volume 23, 2024
- Title: Research on Abnormity Detection based on Big Data Analysis of Smart Meter
Authors: Jingxuan Fang, Fei Liu, Lingtao Su, Xiang Fang
Doi: 10.37394/23209.2024.21.33
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Published in WSEAS Transactions on Information Science and Applications, Volume 21, 2024
- Title: Medical Image Classification using a Many to Many Relation, Multilayered Fuzzy Systems and AI
Authors: Kishore Kumar Akula, Maura Marcucci, Romain Jouffroy, Farzad Arabikhan, Raheleh Jafari, Monica Akula, Alexander Gegov
Doi: 10.37394/23205.2024.23.16
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Published in WSEAS Transactions on Computers, Volume 23, 2024
- Title: Fake Currency Detection using Modified Faster Region-Based Convolutional Neural Network
Authors: Oladapo Tolulope Ibitoye
Doi: 10.37394/232027.2024.6.5
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Published in International Journal of Electrical Engineering and Computer Science, Volume 6, 2024
- Title: Novel Human Activity Recognition and Recommendation Models for Maintaining Good Health of Mobile Users
Authors: Xinyi Zeng, Menghua Huang, Haiyang Zhang, Zhanlin Ji, Ivan Ganchev
Doi: 10.37394/23209.2024.21.4
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Published in WSEAS Transactions on Information Science and Applications, Volume 21, 2024
- Title: Examination of AI Algorithms for Image and MRI-based Autism Detection
Authors: Prasenjit Mukherjee, Gokul R. S., Manish Godse
Doi: 10.37394/23205.2023.22.28
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Published in WSEAS Transactions on Computers, Volume 22, 2023
- Title: A Novel LSTM-based Data Synthesis Approach for Performance Improvement in Detecting Epileptic Seizures
Authors: W. M. N. D. Kulasinghe, Maheshi B. Dissanayake
Doi: 10.37394/23208.2023.20.13
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Published in WSEAS Transactions on Biology and Biomedicine, Volume 20, 2023
- Title: Automated Alzheimer’s Disease Diagnosis using Convolutional Neural Networks and Magnetic Resonance Imaging
Authors: Asmaa Nasr Mohammed, Abdulgani Albagul, Moamer Musbah Ahmad
Doi: 10.37394/232014.2023.19.13
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Published in WSEAS Transactions on Signal Processing, Volume 19, 2023
- Title: A Modified Siamese Network for Facial Assimilation
Authors: Adil Hussain, Asad Ullah, Ayesha Aslam, Amna Khatoon
Doi: 10.37394/232014.2023.19.7
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Published in WSEAS Transactions on Signal Processing, Volume 19, 2023
- Title: Bearing Fault Diagnosis of WDCNN-LSTM in Siamese Network
Authors: Daehwan Lee, Jongpil Jeong, Chaegyu Lee, Hakjun Moon, Jaeuk Lee, Dongyoung Lee
Doi: 10.37394/23205.2023.22.10
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Published in WSEAS Transactions on Computers, Volume 22, 2023
- Title: Deep Learning-Based Vehicle Type Detection and Classification
Authors: Nadin Pethiyagoda, Mwp Maduranga, Dmr Kulasekara, Tl Weerawardane
Doi: 10.37394/232028.2023.3.3
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Published in International Journal of Computational and Applied Mathematics & Computer Science, Volume 3, 2023
- Title: A Proposed Artificial Intelligence Algorithm for Development of Higher Education
Authors: Amin Al Ka’Bi
Doi: 10.37394/23205.2023.22.2
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Published in WSEAS Transactions on Computers, Volume 22, 2023
- Title: Anomaly Detection based on 1D-CNN-LSTM Auto-Encoder for Bearing Data
Authors: Daehee Lee, Hyunseung Choo, Jongpil Jeong
Doi: 10.37394/23209.2023.20.1
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Published in WSEAS Transactions on Information Science and Applications, Volume 20, 2023
- Title: A Modified Neural Network Model for Real-time Driver Drowsiness Detection System
Authors: Apash Roy, Debayani Ghosh
Doi: 10.37394/232025.2022.4.10
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Published in Engineering World, Volume 4, 2022
- Title: Bearing Fault Detection based on Few-Shot Learning in Siamese
Network
Authors: Daehwan Lee, Jongpil Jeong
Doi: 10.37394/23202.2022.21.30
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Published in WSEAS Transactions on Systems, Volume 21, 2022
- Title: 3D CNN-Residual Neural Network Based Multimodal Medical Image Classification
Authors: B. Suryakanth, S. A. Hari Prasad
Doi: 10.37394/23208.2022.19.22
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Published in WSEAS Transactions on Biology and Biomedicine, Volume 19, 2022
- Title: Power Data Quality Improvement Through PMU Bad Data Detection Based on Deep Complex Network
Authors: Preeti Kabra, D. Sudha Rani
Doi: 10.37394/232027.2022.4.5
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Published in International Journal of Electrical Engineering and Computer Science, Volume 4, 2022
- Title: Performance Metric Estimation of Fast RCNN with VGG-16 Architecture for Emotional Recognition
Authors: Samson Immanuel J, Manoj G, Divya P. S.
Doi: 10.37394/232026.2022.4.4
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Published in International Journal of Applied Mathematics, Computational Science and Systems Engineering, Volume 4, 2022
- Title: Insect and Pest Detection in Stored Grains: Analysis of Environmental Factors and Comparison of Deep Learning Methods
Authors: Devi Priya R., Anitha N., Devisurya V., Vidhyaa V. P., Shobiya K., Suguna C.
Doi: 10.37394/232015.2022.18.71
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Published in WSEAS Transactions on Environment and Development, Volume 18, 2022
- Title: An Image Fusion Algorithm based on Nonsampled Contourlet Transform
Authors: Pai Zhang, Lixia Wang, Tao Hou
Doi: 10.37394/232014.2022.18.13
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Published in WSEAS Transactions on Signal Processing, Volume 18, 2022
- Title: An Efficient Convolutional Neural Network Model for Brain MRI Segmentation
Authors: Isselmou Abd El Kader, Guizhi Xu, Zhang Shuai, El Maalouma Sidi Brahim, Sani Saminu
Doi: 10.37394/23208.2022.19.10
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Published in WSEAS Transactions on Biology and Biomedicine, Volume 19, 2022
- Title: MR Image Based Brain Tumor Classification with Deep Learning Neural Networks
Authors: Shwetha V., C. H. Renu Madhavi
Doi: 10.37394/23203.2022.17.22
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Published in WSEAS Transactions on Systems and Control, Volume 17, 2022
- Title: Performance Simulation of a Traffic Sign Recognition based Neural Network on Cadence’s Tensilica Vision P6 DSP using Xtensa Xplorer IDE
Authors: Ninad Patil, Vanita Agarwal
Doi: 10.37394/232018.2022.10.5
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Published in WSEAS Transactions on Computer Research, Volume 10, 2022
- Title: Faster R-CNN based Traffic Sign Detection and Classification
Authors: Monira Islam, Md. Salah Udddin Yusuf
Doi: 10.37394/232014.2022.18.1
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Published in WSEAS Transactions on Signal Processing, Volume 18, 2022
- Title: Robust Phishing Detection Against Adversaries
Authors: Saad Al-Ahmadi
Doi: 10.37394/232018.2022.10.1
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Published in WSEAS Transactions on Computer Research, Volume 10, 2022
- Title: Deep Learning Based Multi-Modal Biometric Security System Using Visible Light Communication
Authors: Arthi R, Manojkumar D, Aksa Abraham, Allada Rahul Kishan, Alekhya Sattenapalli
Doi: 10.37394/23203.2022.17.4
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Published in WSEAS Transactions on Systems and Control, Volume 17, 2022
- Title: Arrhythmia Classification Using Deep Learning: A Review
Authors: Deepali Koppad
Doi: 10.37394/23208.2021.18.11
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Published in WSEAS Transactions on Biology and Biomedicine, Volume 18, 2021
- Title: Deep Learning Based on CNN for Emotion Recognition Using EEG Signal
Authors: Isah Salim Ahmad, Shuai Zhang, Sani Saminu, Lingyue Wang, Abd El Kader Isselmou, Ziliang Cai, Imran Javaid, Souha Kamhi, Ummay Kulsum
Doi: 10.37394/232014.2021.17.4
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Published in WSEAS Transactions on Signal Processing, Volume 17, 2021
- Title: Identification of Lapatinib Derivatives and Analogs to Control Metastatic Breast Cancer-specific to South Asian Population-a Pharmacogenomic Approach
Authors: Hima Vyshnavi A. M, P. K. Krishnan Namboori
Doi: 10.37394/23208.2021.18.6
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Published in WSEAS Transactions on Biology and Biomedicine, Volume 18, 2021
- Title: A Novel Deep Learning Architecture for Image Hiding
Authors: S. Muni Rathnam, G. Siva Koteswara Rao
Doi: 10.37394/232014.2020.16.23
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Published in WSEAS Transactions on Signal Processing, Volume 16, 2020
- Title: Deep Learning based Brain Tumour Segmentation
Authors: Pattabiraman V., Harshit Singh
Doi: 10.37394/23205.2020.19.29
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Published in WSEAS Transactions on Computers, Volume 19, 2020
- Title: Stability Analysis of Second-Order RTD-Based CNN
Authors: Yunquan Ke, Chunfang Miao
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Published in WSEAS Transactions on Systems, Volume 13, 2014