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2026	Lecture Notes in Networks and Systems V. Ajay, P. S. Sharon, Philomina Simon, Ambily George, Mehanas Shahul
2025	Empowering Urdu sentiment analysis: an attention-based stacked CNN-Bi-LSTM DNN with multilingual BERT Complex & Intelligent Systems Lal Khan, Atika Qazi, Hsien-Tsung Chang, Mousa Alhajlah, Awais Mahmood
2025	An Efficient Approach for Code-Mixed Emotion Classification Applying Machine Learning IEEE Access Ahmad Mahmood, Miguel Torres-Ruiz, Zainab Ahmad, Humaira Farid, Iqra Ameer, Rolando Quintero
2025	UrduHope: Analysis of hope and hopelessness in Urdu texts Knowledge-Based Systems Fazlourrahman Balouchzahi, Sabur Butt, Maaz Amjad, Grigori Sidorov, Alexander Gelbukh
2025	Deep learning and transfer learning to understand emotions: a PoliEMO dataset and multi-label classification in Indian elections International Journal of Data Science and Analytics Anuradha Surolia, Shikha Mehta, Ponnurangam Kumaraguru
2025	Evolving techniques in sentiment analysis: a comprehensive review PeerJ Computer Science Mahander Kumar, Lal Khan, Hsien-Tsung Chang
2025	PoliGuilt: Two level guilt detection from social media texts Expert Systems with Applications Abdul Gafar Manuel Meque, Fazlourrahman Balouchzahi, Alexander Gelbukh, Grigori Sidorov
2025	RAMHA: A Hybrid Social Text-Based Transformer with Adapter for Mental Health Emotion Classification Mathematics Mahander Kumar, Lal Khan, Ahyoung Choi
2025	A Novel Cognitive Multi-Label Classification Model for Social Media Data Based on Dolphin Optimized Learning and Hybrid Classification networks International Journal of Computational and Experimental Science and Engineering Shumama Ansa, G. Narsimha
2025	2025 8th International Conference on Trends in Electronics and Informatics (ICOEI) Monicadevi M, S Gokila
2025	Leveraging Transformer with Self-Attention for Multi-Label Emotion Classification in Crisis Tweets Informatics Patricia Anthony, Jing Zhou
2024	Revolutionizing Urdu Sentiment Analysis: Harnessing the Power of XLM-R and GPT-2 IEEE Access Muhammad Rehan Ashraf, Muzammal Hussain, M. Arfan Jaffar, Waheed Yousuf Ramay, Muhammad Faheem
2024	Terrorism group prediction using feature combination and BiGRU with self-attention mechanism PeerJ Computer Science Mohammed Abdalsalam, Chunlin Li, Abdelghani Dahou, Natalia Kryvinska
2024	2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT) P. V. Shriya, W. Deva Priya
2024	2024 International Joint Conference on Neural Networks (IJCNN) Kamran Aziz, Donghong Ji, Bobo Li, Fei Li, Jun Zhou
2024	Migraine headache (MH) classification using machine learning methods with data augmentation Scientific Reports Lal Khan, Moudasra Shahreen, Atika Qazi, Syed Jamil Ahmed Shah, Sabir Hussain, Hsien-Tsung Chang
2024	Enhancing Emoji-Based Sentiment Classification in Urdu Tweets: Fusion Strategies With Multilingual BERT and Emoji Embeddings IEEE Access Komal Rani Narejo, Hongying Zan, Dina Oralbekova, Kheem Parkash Dharmani, Mamyrbayev Orken, Kuralai Mukhsina
2024	A model for identifying potentially inappropriate medication used in older people with dementia: a machine learning study International Journal of Clinical Pharmacy Qiaozhi Hu, Mengnan Zhao, Fei Teng, Gongchao Lin, Zhaohui Jin, Ting Xu
2024	Lecture Notes in Information Systems and Organisation Noman Tahir, Michal Nykl, Ondřej Pražák, Karel Ježek
2024	Product feature sentiment analysis based on GRU-CAP considering Chinese sarcasm recognition Expert Systems with Applications Zeng Wang, Shi-jie Hu, Wei-dong Liu
2024	Roman urdu hate speech detection using hybrid machine learning models and hyperparameter optimization Scientific Reports Waqar Ashiq, Samra Kanwal, Adnan Rafique, Muhammad Waqas, Tahir Khurshaid, Elizabeth Caro Montero, Alicia Bustamante Alonso, Imran Ashraf
2024	A Deep Learning Approach for Automated Depression Assessment Using Roman Urdu IEEE Access Ruba Mohmand, Usman Habib, Muhammad Usman, Jamel Baili, Yunyoung Nam
2023	Innovations in Urdu Sentiment Analysis Using Machine and Deep Learning Techniques for Two-Class Classification of Symmetric Datasets Symmetry Khalid Bin Muhammad, S. M. Aqil Burney
2023	Improving news headline text generation quality through frequent POS-Tag patterns analysis Engineering Applications of Artificial Intelligence Noureen Fatima, Sher Muhammad Daudpota, Zenun Kastrati, Ali Shariq Imran, Saif Hassan, Nouh Sabri Elmitwally
2023	EnML: Multi-label Ensemble Learning for Urdu Text Classification ACM Transactions on Asian and Low-Resource Language Information Processing Faiza Mehmood, Rehab Shahzadi, Hina Ghafoor, Muhammad Nabeel Asim, Muhammad Usman Ghani, Waqar Mahmood, Andreas Dengel
2023	ReDDIT: Regret detection and domain identification from text Expert Systems with Applications Fazlourrahman Balouchzahi, Sabur Butt, Grigori Sidorov, Alexander Gelbukh
2023	Developing a Warning Model of Potentially Inappropriate Medications in Older Chinese Outpatients in Tertiary Hospitals: A Machine-Learning Study Journal of Clinical Medicine Qiaozhi Hu, Fangyuan Tian, Zhaohui Jin, Gongchao Lin, Fei Teng, Ting Xu
2022	A Novel Approach for Emotion Detection and Sentiment Analysis for Low Resource Urdu Language Based on CNN-LSTM Electronics Farhat Ullah, Xin Chen, Syed Bilal Hussain Shah, Saoucene Mahfoudh, Muhammad Abul Hassan, Nagham Saeed
2022	Proceedings of the 14th Annual Meeting of the Forum for Information Retrieval Evaluation Sabur Butt, Maaz Amjad, Fazlourrahman Balouchzahi, Noman Ashraf, Rajesh Sharma, Grigori Sidorov, Alexander Gelbukh
2022	Sentiment analysis of vegan related tweets using mutual information for feature selection PeerJ Computer Science Elvina Shamoi, Akniyet Turdybay, Pakizar Shamoi, Iskander Akhmetov, Assel Jaxylykova, Alexandr Pak
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