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Mónica Gracia Villar

Data oversampling and imbalanced datasets: an investigation of performance for machine learning and feature engineering
2024 · Muhammad Mujahid, EROL Kına, et al. · Journal Of Big Data · 310
Analyzing Sentiments Regarding ChatGPT Using Novel BERT: A Machine Learning Approach
2023 · Sudheesh R, Muhammad Mujahid, et al. · Information · 75
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Threatening URDU Language Detection from Tweets Using Machine Learning
2022 · Aneela Mehmood, Muhammad Shoaib Farooq, et al. · Applied Sciences · 30
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Novel Sentiment Majority Voting Classifier and Transfer Learning-Based Feature Engineering for Sentiment Analysis of Deepfake Tweets
2024 · Madiha Khalid, Ali Raza, et al. · IEEE Access · 28
A novel hybrid deep learning approach for super-resolution and objects detection in remote sensing
2025 · Muhammad Asif, Mohammad Abrar, et al. · Scientific Reports · 27
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Unveiling the truth: A systematic review of fact-checking and fake news research in social sciences
2024 · Santiago Tejedor, Luis M. Romero-Rodríguez, et al. · Online Journal of Communication and Media Technologies · 25
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Retracted: Deep Learning Approaches for Image Captioning: Opportunities, Challenges and Future Potential
2024 · Azhar Jamil, Saif-Ur-Rehman, et al. · IEEE Access · 23
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Emotion Detection Using Facial Expression Involving Occlusions and Tilt
2022 · Awais Salman Qazi, Muhammad Shoaib Farooq, et al. · Applied Sciences · 23
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An improved deep convolutional neural network-based YouTube video classification using textual features
2024 · Ali Raza, Faizan Younas, et al. · Heliyon · 22
Feature optimization and machine learning for predicting students’ academic performance in higher education institutions
2024 · Aom Perkash, Qaisar Shaheen, et al. · Education and Information Technologies · 21
Twitting Against the Enemy: Populist Radical Right Parties Discourse Against the (Political) “Other”
2023 · Laura Cervi, Santiago Tejedor, et al. · Politics and Governance · 20
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Advancing fake news combating using machine learning: a hybrid model approach
2025 · Zahid Aslam, Malik Muhammad Saad Missen, et al. · Knowledge and Information Systems · 19
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PRUS: Product Recommender System Based on User Specifications and Customers Reviews
2023 · Naveed Hussain, Hamid Turab Mirza, et al. · IEEE Access · 15
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An improved hybrid image steganography method using AES algorithm
2025 · Syeda Zahra Banoori, Wajidullah Khan, et al. · Scientific Reports · 10
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A flexible and lightweight signcryption scheme for underwater wireless sensor networks
2025 · Sabir Shah, Nadeem Sarwar, et al. · Scientific Reports · 10
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Depression Intensity Classification from Tweets Using FastText Based Weighted Soft Voting Ensemble
2024 · Muhammad Rizwan, Muhammad Faheem Mushtaq, et al. · Computers, materials & continua/Computers, materials & continua (Print) · 10
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Inequalities and Asymmetries in the Development of Angola’s Provinces: The Impact of Colonialism and Civil War
2022 · João Adolfo Catoto Capitango, Mirtha Silvana Garat de Marin, et al. · Social Sciences · 10
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Comparative Study of the Information about the COVID-19 Pandemic and COVID-19 Vaccines on the Covers of United Kingdom, France, Spain and United States’ Main Newspapers
2022 · Santiago Tejedor, Laura Cervi, et al. · Social Sciences · 9
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Suicide Ideation Detection Using Social Media Data and Ensemble Machine Learning Model
2026 · Erol KINA, Jin-Ghoo Choi, et al. · International Journal of Computational Intelligence Systems · 8
A systematic review of deep learning methods for community detection in social networks
2025 · Mohamed El-Moussaoui, Mohamed Hanine, et al. · Frontiers in Artificial Intelligence · 7
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Detecting Pragmatic Ambiguity in Requirement Specification Using Novel Concept Maximum Matching Approach Based on Graph Network
2024 · Khadija Aslam, Faiza Iqbal, et al. · IEEE Access · 7
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Integration of Sustainable Criteria in the Development of a Proposal for an Online Postgraduate Program in the Projects Area
2023 · Mónica Gracia Villar, Roberto Marcelo Alvarez, et al. · Education Sciences · 4
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Does Bigger Mean Better? A Domain-Aware Comparison of Lexicon-Based, TF-IDF, and Transformer Models for Sentiment Analysis
2026 · Muhammad Abbas, Shujat Hussain, et al. · Computation
Retraction Notice: Deep Learning Approaches for Image Captioning: Opportunities, Challenges and Future Potential
2026 · Azhar Jamil, Saif-Ur-Rehman, et al. · IEEE Access
Corrections to “Novel Sentiment Majority Voting Classifier and Transfer Learning-Based Feature Engineering for Sentiment Analysis of Deepfake Tweets”
2026 · Madiha Khalid, Ali Raza, et al. · IEEE Access
Works count: 29
Citation count: 713
H-index: 13
I10-index: 17
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