Published Articles with Keyword: deep learning
- Title: Leveraging Data Mining, Machine Learning, and Web Scraping for Forecasting Rental Housing Prices in Tunisia
Authors: Ala Balti, Mohamed Najeh Lakhoua, Mounir Sayadi
Doi: 10.37394/23205.2024.23.17
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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: Using Hybrid Models of AI for Identification of Trees by UAV Images of Forests: I. Machine-learning Component of the Models
Authors: Zurab Bosikashvili, Giorgi Kvartskhava
Doi: 10.37394/232014.2024.20.5
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Published in WSEAS Transactions on Signal Processing, Volume 20, 2024
- Title: Teaching Machine Learning and Deep Learning Introduction:
An Innovative Tutorial-Based Practical Approach
Authors: M. Sabrigiriraj, K. Manoharan
Doi: 10.37394/232010.2024.21.8
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Published in WSEAS Transactions on Advances in Engineering Education, Volume 21, 2024
- Title: A Systematic Review on Applying Machine Learning and Deep Learning on SBCs
Authors: Ali Aldahoud, Mohamed Fezari, Ahmad Al-Dahoud, Darah Aqel
Doi: 10.37394/23209.2024.21.26
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Published in WSEAS Transactions on Information Science and Applications, Volume 21, 2024
- Title: Albanian Handwritten Text Recognition using Synthetic Datasets and Pre-Trained Models
Authors: Hakik Paci, Dorian Minarolli, Evis Trandafili, Stela Paturri
Doi: 10.37394/23209.2024.21.25
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Published in WSEAS Transactions on Information Science and Applications, Volume 21, 2024
- Title: Socio-economic Challenges in COVID Detection using Transfer Learning-Based Methods
Authors: Ditjona Kule, Ogerta Elezaj, Umesh Mehtre
Doi: 10.37394/23209.2024.21.21
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Published in WSEAS Transactions on Information Science and Applications, Volume 21, 2024
- Title: Design of Transfer Learning based Deep CNN Paradigm for Brain Tumor Classification
Authors: Neha Bhardwaj, Meenakshi Sood, Ss Gill
Doi: 10.37394/23208.2024.21.17
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Published in WSEAS Transactions on Biology and Biomedicine, Volume 21, 2024
- Title: Using Monte-Carlo Dropout in Deep Neural Networks for Interval Forecasting of Durian Export
Authors: Patchanok Srisuradetchai, Wikanda Phaphan
Doi: 10.37394/23203.2024.19.2
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Published in WSEAS Transactions on Systems and Control, Volume 19, 2024
- Title: Development of Annulus-Object Random Bin Picking System based on Rapid Establishment of RGB-D Images
Authors: Bo-Rui Zhu, Jin-Siang Shaw, Shih-Hao Lee
Doi: 10.37394/23209.2024.21.13
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Published in WSEAS Transactions on Information Science and Applications, Volume 21, 2024
- Title: Garbage Detection using YOLO Algorithm for Urban Management in Bangkok
Authors: Mathuros Panmuang, Chonnikarn Rodmorn
Doi: 10.37394/232018.2024.12.23
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Published in WSEAS Transactions on Computer Research, Volume 12, 2024
- Title: Detection of Autism Spectrum Disorder (ASD) Symptoms using LSTM Model
Authors: Prasenjit Mukherjee, Manish Godse, Baisakhi Chakraborty
Doi: 10.37394/23208.2024.21.5
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Published in WSEAS Transactions on Biology and Biomedicine, Volume 21, 2024
- Title: The Research on the Application of Artificial Intelligence in Visual Art- based on Souvenir Design
Authors: Liping Qiu, Ahmad Rizal Abdul Rahman, Mohd Shahrizal Bin Dolah, Shengguo Ge
Doi: 10.37394/23209.2024.21.6
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Published in WSEAS Transactions on Information Science and Applications, Volume 21, 2024
- Title: CTM Tongue Image Consulting System based on Deep Learning Technology
Authors: Fang Jingxuan, Liu Fei, Fang Xiang, Su Lingtao
Doi: 10.37394/232014.2024.20.1
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Published in WSEAS Transactions on Signal Processing, Volume 20, 2024
- Title: ANN model for Call Options Pricing using S&P 100 Market Data
Authors: Georgios Rigopoulos
Doi: 10.37394/232032.2024.2.2
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Published in Financial Engineering, Volume 2, 2024
- Title: Comparative Analysis of Deep Learning Models for Olive Detection on the Branch
Authors: Erhan Kahya, Yasin Aslan
Doi: 10.37394/23205.2023.22.39
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Published in WSEAS Transactions on Computers, Volume 22, 2023
- Title: Li-Ion Battery Temperature Forecasting Method: Case-Study
Authors: Arti Khaparde, Vaidehi Deshmukh, Vidushi Sharma, Utkarsh Singh
Doi: 10.37394/232017.2023.14.13
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Published in WSEAS Transactions on Electronics, Volume 14, 2023
- Title: An Improved Algorithm for Optical Character Recognition using Graphical User Interface Design
Authors: Shahid Manzoor, Nimra Wahab, M. K. A. Ahamed Khan
Doi: 10.37394/232014.2023.19.20
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Published in WSEAS Transactions on Signal Processing, Volume 19, 2023
- Title: Failure Log Analytics for Reducing Electrical Machine Downtime using Deep Learning
Authors: Sumit Kumar, Rakesh Ranjan, Bhupati, Harish Dutt Sharma, Yogesh Misra
Doi: 10.37394/23209.2023.20.46
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Published in WSEAS Transactions on Information Science and Applications, Volume 20, 2023
- 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: Classification of Guava Leaf Disease using Deep Learning
Authors: Assad S. Doutoum, Recep Eryigit, Bulent Tugrul
Doi: 10.37394/23209.2023.20.38
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Published in WSEAS Transactions on Information Science and Applications, Volume 20, 2023
- Title: Deep Learning based Brain Stroke Detection using Improved VGGNet
Authors: Srisabarimani K. Arthi R
Doi: 10.37394/23208.2023.20.21
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Published in WSEAS Transactions on Biology and Biomedicine, Volume 20, 2023
- Title: A Review of Machine Learning Models to Detect Autism Spectrum Disorders (ASD)
Authors: Prasenjit Mukherjee, Sourav Sadhukhan, Manish Godse
Doi: 10.37394/23205.2023.22.21
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Published in WSEAS Transactions on Computers, Volume 22, 2023
- Title: Synergistic Training: Harnessing Active Learning and Pseudo-Labeling for Enhanced Model Performance in Deep Learning
Authors: Seongjin Oh, Jongpil Jeong, Chae-Gyu Lee, Juyoung Yoo, Gyuri Nam
Doi: 10.37394/23205.2023.22.14
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Published in WSEAS Transactions on Computers, Volume 22, 2023
- Title: Deep Learning for Pneumonia Classification in Chest Radiography Images using Wavelet Transform
Authors: Amal Azeroual, Benayad Nsiri, Taoufiq Belhoussine Drissi, Amine El Ammari, Abdessamad Charrafi, Ittimade Nassar, Brahim Benaji
Doi: 10.37394/23209.2023.20.28
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Published in WSEAS Transactions on Information Science and Applications, Volume 20, 2023
- Title: Using Generative Adversarial Networks in Classification Tasks with Very Small Amounts of Training Data
Authors: Gofur Halmuratov, Arnošt Veselý
Doi: 10.37394/232018.2023.11.12
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Published in WSEAS Transactions on Computer Research, Volume 11, 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: Machine Learning-based Forecasting of Sensor Data for Enhanced Environmental Sensing
Authors: Marta Narigina, Arturs Kempelis, Andrejs Romanovs
Doi: 10.37394/23202.2023.22.55
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Published in WSEAS Transactions on Systems, Volume 22, 2023
- Title: State-of-the-art CNN Architectures for Assessing Fine Motor Skills: a Comparative Study
Authors: Konstantinos Strikas, Nikolaos Papaioannou, Ioannis Stamatopoulos, Athanasios Angeioplastis, Alkiviadis Tsimpiris, Dimitrios Varsamis, Paraskevi Giagazoglou
Doi: 10.37394/232010.2023.20.7
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Published in WSEAS Transactions on Advances in Engineering Education, Volume 20, 2023
- Title: Classification of Trifolium Seeds by Computer Vision Methods
Authors: Recep Eryigit, Yilmaz Ar, Bulent Tugrul
Doi: 10.37394/23202.2023.22.34
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Published in WSEAS Transactions on Systems, Volume 22, 2023
- Title: Deep Reinforcement Learning Algorithm based PMSM Motor Control for Energy Management of Hybrid Electric Vehicles
Authors: S. Muthurajan, Rajaji Loganathan, R. Rani Hemamalini
Doi: 10.37394/232016.2023.18.3
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Published in WSEAS Transactions on Power Systems, Volume 18, 2023
- Title: Image Style Conversion using Deep Convolutional Neural Network
Authors: Lingling Wang, Xingguang Dong
Doi: 10.37394/23207.2023.20.13
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Published in WSEAS Transactions on Business and Economics, Volume 20, 2023
- Title: Machine Learning Algorithms for Natural Language Processing Tasks: A Case of COVID-19 Twitter data (Thailand)
Authors: Kunyanuth Kularbphettong, Rujijan Vichivanives, Pannawat Kanjanaprakarn, Kanyarat Bussaban, Jaruwan Chutrtong, Nareenart Ruksuntorn
Doi: 10.37394/232030.2022.1.5
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Published in International Journal on Applied Physics and Engineering, Volume 1, 2022
- Title: Design and Implementation of Real-time Anomaly Detection System based on YOLOv4
Authors: Doohwan Kim, Yo-Han Han, Jongpil Jeong
Doi: 10.37394/232017.2022.13.17
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Published in WSEAS Transactions on Electronics, Volume 13, 2022
- Title: Real-time Inspection System Based on Moire Pattern and YOLOv7 for Coated High-reflective Injection Molding Product
Authors: Oungsub Kim, Yohan Han, Jongpil Jeong
Doi: 10.37394/232018.2022.10.16
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Published in WSEAS Transactions on Computer Research, Volume 10, 2022
- Title: Performance Comparison for COVID-19 Chest X-ray Images Classification based on Different CNNs
Authors: Wessam S. Elaraby, Ahmed H. Madian
Doi: 10.37394/232027.2022.4.9
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Published in International Journal of Electrical Engineering and Computer Science, Volume 4, 2022
- Title: Strategic Modeling of Medical Intelligence as a Countermeasure for Future Pandemics
Authors: Menizibeya O. Welcome, Dileep Kumar M.
Doi: 10.37394/232023.2022.2.12
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Published in Molecular Sciences and Applications, Volume 2, 2022
- Title: Machine Learning and Deep Learning applied to End-of-Line Systems: A review
Authors: Carlos Nunes, E. J. Solteiro Pires, Arsenio Reis
Doi: 10.37394/23202.2022.21.16
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Published in WSEAS Transactions on Systems, Volume 21, 2022
- Title: Eye Localisation using Cascaded U-Net for Autism Spectrum Disorder
Authors: Ines Rahmany, Sabrine Brahmi, Nawres Khlifa
Doi: 10.37394/232014.2022.18.20
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Published in WSEAS Transactions on Signal Processing, Volume 18, 2022
- Title: The Solar Energy Forecasting by Pearson Correlation using Deep Learning Techniques
Authors: Tamer Mushal Al-Jaafreh, Abdullah Al-Odienat
Doi: 10.37394/232024.2022.2.19
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Published in Earth Sciences and Human Constructions, Volume 2, 2022
- Title: Application of Deep Learning Based on Garbage Image Classification
Authors: Feng Li, Lingling Wang
Doi: 10.37394/23205.2022.21.34
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Published in WSEAS Transactions on Computers, Volume 21, 2022
- Title: A Deep Learning Approach to Detect the Spoiled Fruits
Authors: Priyanka Kanupuru, N. V. Uma Reddy
Doi: 10.37394/232018.2022.10.10
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Published in WSEAS Transactions on Computer Research, Volume 10, 2022
- Title: A Comparative Study of Statistical and Deep Learning Models for Energy Load Prediction
Authors: E. Gjika, L. Basha
Doi: 10.37394/232027.2022.4.1
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Published in International Journal of Electrical Engineering and Computer Science, Volume 4, 2022
- Title: Social Media Mining on Taipei's Mass Rapid Transit Station Services based on Visual-Semantic Deep Learning
Authors: Chi-Chung Tao, Yue-Lang Jonathan Cheung
Doi: 10.37394/23205.2022.21.16
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Published in WSEAS Transactions on Computers, Volume 21, 2022
- Title: Comparison Analysis of Traditional Machine Learning and Deep Learning Techniques for Data and Image Classification
Authors: Efstathios Karypidis, Stylianos G. Mouslech, Kassiani Skoulariki, Alexandros Gazis
Doi: 10.37394/23206.2022.21.19
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Published in WSEAS Transactions on Mathematics, Volume 21, 2022
- Title: Investigating the Effect of Noise Elimination on LSTM Models for Financial Markets Prediction Using Kalman Filter and Wavelet Transform
Authors: Amin Karimi Dastgerdi, Paolo Mercorelli
Doi: 10.37394/23207.2022.19.39
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Published in WSEAS Transactions on Business and Economics, Volume 19, 2022
- Title: Study of the Angular Positioning of a Rotating Object with Neural Model
Reference Control
Authors: Constantin Voloşencu
Doi: 10.37394/23205.2021.20.25
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Published in WSEAS Transactions on Computers, Volume 20, 2021
- Title: Week-ahead Forecasting of Household Energy Consumption Using CNN and Multivariate Data
Authors: Vanita Agrawal, Pradyut K. Goswami, Kandarpa K. Sarma
Doi: 10.37394/23205.2021.20.19
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Published in WSEAS Transactions on Computers, Volume 20, 2021
- 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: 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: Currency Recognition and Calculation System using Machine Learning Techniques
Authors: Richard Wasi, James Alick, Mansour H. Assaf
Doi: 10.37394/232014.2020.16.5
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Published in WSEAS Transactions on Signal Processing, Volume 16, 2020
- Title: Artificial Intelligence: Learning and Limitations
Authors: Alisson Paulo De Oliveira, Hugo Ferreira Tadeu Braga
Doi: 10.37394/232010.2020.17.10
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Published in WSEAS Transactions on Advances in Engineering Education, Volume 17, 2020
- Title: An Enhanced Deep Autoencoder-based Approach for DDoS Attack Detection
Authors: Samar Sindian, Samer Sindian
Doi: 10.37394/23203.2020.15.72
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Published in WSEAS Transactions on Systems and Control, Volume 15, 2020
- Title: Prediction of some physico-chemical parameters of water in Alton Reservoir, Suffolk, England
Authors: Hieda A. Nascimento Silva, Paola G. Vinueza Naranjo, Lena P. Souza Rodrigues, Lena P. Souza Rodrigues, Yomara Pinheiro Pires
Doi: 10.37394/232015.2020.16.12
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Published in WSEAS Transactions on Environment and Development, Volume 16, 2020
- Title: Deep Learning in Simulation of Nickel-based Superalloys Ultimate Tensile Strength: Accounting the Role of Alloying Elements
Authors: Andrey Tyagunov, Oleg Milder, Dmitry Tarasov
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Published in WSEAS Transactions on Environment and Development, Volume 15, 2019
- Title: Data Augmentation and Transfer Learning for Limited Dataset Ship Classification
Authors: Mario Milicevic, Krunoslav Zubrinic, Ines Obradovic, Tomo Sjekavica
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Published in WSEAS Transactions on Systems and Control, Volume 13, 2018
- Title: A Modular Deep-learning Environment for Rogue
Authors: Andrea Asperti, Carlo De Pieri, Mattia Maldini, Gianmaria Pedrini, Francesco Sovrano
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Published in WSEAS Transactions on Systems and Control, Volume 16, 2017
- Title: Arabic Handwritten Characters Recognition Using Convolutional Neural Network
Authors: Ahmed El-Sawy, Mohamed Loey, Hazem EL-Bakry
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Published in WSEAS Transactions on Computer Research, Volume 5, 2017
- Title: On the Optimization of Collaborative KerbsideWaste Collection
Authors: Alessandro Pellegrini, Pierangelo Di Sanzo
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Published in WSEAS Transactions on Environment and Development, Volume 13, 2017
- Title: Small Fault Diagnosis of Front-End Speed Controlled Wind Generator Based on Deep Learning
Authors: Hai-Ying Dong, Li-Xia Yang, Hong-Wei Li
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Published in WSEAS Transactions on Circuits and Systems, Volume 15, 2016