Published Articles with Keyword: LSTM
- Title: Time Series Models and Machine Learning for Predicting Tourism Demand in Emerging Destinations
Authors: Monserrath Yáñez, Cristian Inca, Franklin Coronel, Angel Mena
Doi: 10.37394/232018.2026.14.41
Download
| Download 
Published in WSEAS Transactions on Computer Research, Volume 14, 2026
- Title: The Genealogy of Large Language Models: From Auxiliary Tools in ASR to Foundational Transformers and Back Again
Authors: José Luciano Maldonado
Doi: 10.37394/23205.2026.25.8
Download
| Download 
Published in WSEAS Transactions on Computers, Volume 25, 2026
- Title: DiaBeatNet-TCL: Diabetes Diagnosis Prediction of Pregnant Women from ECG Signal using CNN-LSTM Deep Learning Techniques
Authors: Ananthi A., Kirubagari B.
Doi: 10.37394/232018.2026.14.32
Download
| Download 
Published in WSEAS Transactions on Computer Research, Volume 14, 2026
- Title: Electric Load Demand Forecasting using Neural Networks (LSTM), Autoregressive Methods (ARMA), and Statistical Methods (Monte Carlo)
Authors: Galo Jiménez, Alex Rocha, Diego L. Jiménez, Pablo Muñoz, Roberto Salazar-Achig
Doi: 10.37394/23201.2026.25.19
Download
| Download 
Published in WSEAS Transactions on Circuits and Systems, Volume 25, 2026
- Title: An Enhanced Spatiotemporal Deep Learning Model for Anomaly Detection in Vehicular Ad Hoc Networks and Smart Parking Systems
Authors: Khadija Mouatassim, Abdelfettah Mabrouk, Chaimae Ouchicha
Doi: 10.37394/23202.2026.25.31
Download
| Download 
Published in WSEAS Transactions on Systems, Volume 25, 2026
- Title: An Overview and a New Integrated Privacy-Preserving Filter Against Unsolicited E-Mails using Higher Order Information Theoretic and Deep Features in Machine Learning
Authors: Dimitrios A. Karras
Doi: 10.37394/23209.2026.23.15
Download
| Download 
Published in WSEAS Transactions on Information Science and Applications, Volume 23, 2026
- Title: Evaluating Customer Experience in an Algerian Bank’s Mobile App Using Sentiment Analysis: A Comparative Study
Authors: Bounefla Alia, Zaid Haizia
Doi: 10.37394/232032.2026.4.2
Download
| Download 
Published in Financial Engineering, Volume 4, 2026
- Title: A Robust Hybrid CEEMDAN-IF-BiLSTM Framework for Accurate Short-Term Photovoltaic Power Forecasting
Authors: Khaled Ferkous, Belgacem Bekkar, Sarra Menakh, Mawloud Guermoui
Doi: 10.37394/232016.2025.20.42
Download
| Download 
Published in WSEAS Transactions on Power Systems, Volume 20, 2025
- Title: Machine Learning–Enhanced Risk-Adjusted Portfolio Optimization under Volatility Clustering
Authors: Alessandro Muratore, Giuseppe Aiello, Salvatore Quaranta, Filippo Carollo
Doi: 10.37394/23207.2025.22.226
Download
| Download 
Published in WSEAS Transactions on Business and Economics, Volume 22, 2025
- Title: Breaking the Heat Code with Transparent AI Models for Predicting Extreme Temperatures
Authors: Ismail Olaniyi Muraina, Edward Akinyemi Aiyegbusi, Moses Adeolu Agoi, Muyideen Olayemi Adesanya, Bashir Oyeniran Ayinde
Doi: 10.37394/23205.2025.24.25
Download
| Download 
Published in WSEAS Transactions on Computers, Volume 24, 2025
- Title: Interpretable Deep Learning for Short-Term Electricity Load
Forecasting with Calibrated Prediction Intervals
Authors: Hussein Ahmad Ahmad, Taha Benarbia, Seyyed Kasra Mortazavi, Mohamed El Bahnasawi, Mahmoud Hamed, Kyandoghere Kyamakya
Doi: 10.37394/232016.2025.20.30
Download
| Download 
Published in WSEAS Transactions on Power Systems, Volume 20, 2025
- Title: A Survey on URL Phishing Attacks Detection using Deep Learning Models
Authors: Onytra Abbass
Doi: 10.37394/232018.2025.13.51
Download
| Download 
Published in WSEAS Transactions on Computer Research, Volume 13, 2025
- Title: Hybrid Model for Financial Named Entity Recognition in Ukrainian using CRF, BiLSTM, and BERT
Authors: Viacheslav Ivanenko
Doi: 10.37394/23202.2025.24.50
Download
| Download 
Published in WSEAS Transactions on Systems, Volume 24, 2025
- 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
Download
| Download 
Published in WSEAS Transactions on Computer Research, Volume 13, 2025
- Title: Does Money Matter for Predicting Overall Prices in Albania? An Analysis with Recurrent Neural Network
Authors: Blerina Vika, Denada Xhaja, Ilir Vika
Doi: 10.37394/23207.2025.22.7
Download
| Download 
Published in WSEAS Transactions on Business and Economics, Volume 22, 2025
- Title: Exploiting LSTM Neural Network Algorithm Potentiality for Early Identification of Delayed Graduation in Higher Education
Authors: Theodoros Anagnostopoulos, Dimitris Papakyriakopoulos, Yannis Psaromiligkos, Symeon Retalis
Doi: 10.37394/23209.2024.21.48
Download
| Download 
Published in WSEAS Transactions on Information Science and Applications, Volume 21, 2024
- Title: Hubert-LSTM: A Hybrid Model for Artificial Intelligence and Human Speech
Authors: Antonio-Cristian Baias
Doi: 10.37394/232025.2024.6.17
Download
| Download 
Published in Engineering World, Volume 6, 2024
- Title: Wavelet Based Financial Forecast Ensemble Featuring Hybrid Quantum-Classical LSTM Model
Authors: Peter Bigica, Xiaodi Wang
Doi: 10.37394/23207.2024.21.151
Download
| Download 
Published in WSEAS Transactions on Business and Economics, Volume 21, 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
Download
| Download 
Published in WSEAS Transactions on Information Science and Applications, Volume 21, 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
Download
| Download 
Published in WSEAS Transactions on Biology and Biomedicine, Volume 21, 2024
- Title: A Comparative Study of Statistical and Deep Learning Model-Base weather Prediction in Albania
Authors: Malvina Xhabafti, Blerina Vika, Valentina Sinaj
Doi: 10.37394/232018.2024.12.15
Download
| Download 
Published in WSEAS Transactions on Computer Research, Volume 12, 2024
- 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
Download
| Download 
Published in WSEAS Transactions on Electronics, Volume 14, 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
Download
| Download 
Published in WSEAS Transactions on Biology and Biomedicine, Volume 20, 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
Download
| Download 
Published in WSEAS Transactions on Computers, Volume 22, 2023
- Title: Sentiment Analysis of User Comment Text based on LSTM
Authors: Feng Li, Chenxi Cui, Yashi Hu, Lingling Wang
Doi: 10.37394/232014.2023.19.3
Download
| Download 
Published in WSEAS Transactions on Signal Processing, Volume 19, 2023
- Title: Research on Chinese Emotion Classification using BERT-RCNN-ATT
Authors: Feng Li, Yintong Huo, Lingling Wang
Doi: 10.37394/23204.2023.22.2
Download
| Download 
Published in WSEAS Transactions on Communications, 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
Download
| Download 
Published in WSEAS Transactions on Information Science and Applications, Volume 20, 2023
- Title: On the Impact of News for Reliable Stock Market Predictions: An LSTM-based Ensemble using FinBERT Word-Embeddings
Authors: Mohsen A. Hassan, Aliaa Aa Youssif, Osama Imam, Amr S. Ghoneim
Doi: 10.37394/23205.2022.21.36
Download
| Download 
Published in WSEAS Transactions on Computers, Volume 21, 2022
- Title: Research on Heartbeat Detection Method of Ballistocardiogram Based on Bidirectional Long Short-term Memory Network
Authors: Geng Pang, Duyan Geng
Doi: 10.37394/23208.2022.19.16
Download
| Download 
Published in WSEAS Transactions on Biology and Biomedicine, Volume 19, 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
Download
| Download 
Published in WSEAS Transactions on Business and Economics, Volume 19, 2022