Syed Tangim Pasha

Md Tazimul Hoque, Syed Tangim Pasha, Rubaiya Khanam, Ashraful Islam, Md Zahangir Alam, Mohammad Nurul Huda

Performance Evaluation of Multi-class Bangla Public Sentiment Analysis Using Machine Learning and Embedding Techniques

Applied Machine Learning on Sensing Technologies, pp. 45-63, 2026

• Doc2Vec
• Word2vec
• multi-class sentiment classification
• BiLSTM
• Facebook posts
• word embeddings
• public response
• LSTM

Jahanggir Hossain Setu, Syed Tangim Pasha, Ashraful Islam, Nabarun Halder, Asif Mahmud, M Ashraful Amin

TurkRetNet: A Novel Retentive Network for Turkish Text Classification

2025 IEEE 23rd Student Conference on Research and Development (SCOReD), pp. 1-6, 2025

• class imbalance
• low-resource languages
• news classification
• Turkish language processing

Jahanggir Hossain Setu, Syed Tangim Pasha, Nabarun Halder, Eshtiak Ahmed, Ashraful Islam, M Ashraful Amin

Multi-Modal Deep Learning for Myocardial Infarction Detection Using ECG Signals and Images

Companion of the 2025 ACM International Joint Conference on Pervasive and Ubiquitous Computing, pp. 1626-1632, 2025

• myocardial infarction detection
• ECG signals
• PTB-XL dataset
• attention-based feature fusion
• multimodal deep learning
• LSTM
• convolutional neural networks
• ECG images

• SDG 3Good Health and Well-being

Tasmia Tahmida, Syed Tangim Pasha, Mehedi Hassan, Ashraful Islam, M. Ashraful Amin

Integrating Supervised and Self-Supervised Models for an Enhanced PCOS Detection: A Data-Driven Approach with Machine Learning Perspective

2025 6th International Conference on Artificial Intelligence, Robotics and Control (AIRC), pp. 499-503, 2025

• polycystic ovary syndrome
• BYOL
• Autoencoder
• self-supervised learning
• PCOS diagnosis
• Gaussian naive Bayes
• Supervised learning
• SimCLR
• unlabeled data
• support vector classifier

• SDG 3Good Health and Well-being
• SDG 5Gender Equality

Sinthia Chowdhury, Deawan Rakin Ahamed Remal, Syed Tangim Pasha, Ashraful Islam, Sheak Rashed Haider Noori

ChatgaiyyaAlap: A dataset for conversion from Chittagonian dialect to standard Bangla

Data in Brief 59, pp. 111413, 2025

• comparative linguistics
• spelling variation
• negative sentences
• low-resource translation
• dialect dictionary

Armun Alam, Jahanggir Hossain Setu, Syed Tangim Pasha, Nabarun Halder, Ashraful Islam, M. Ashraful Amin

Cross-Dataset Framework for Diabetes Prediction with KAN and MLP

Innovative Computing 2025, Volume 4, pp. 66–72, 2025

• Multilayer perceptron
• diabetes prediction
• cross-dataset evaluation
• Kolmogorov-Arnold networks
• XGBoost feature selection
• Pima Indians diabetes dataset
• class imbalance
• diabetes classification

• SDG 3Good Health and Well-being

Mahmudul Islam, Syed Tangim Pasha, Jahanggir Hossain Setu, Nabarun Halder, Ashraful Islam, M. Ashraful Amin

Comparative Analysis of Machine Learning Models for Diabetes Prediction: A Cross-Dataset Study of Bangladeshi and Pima Indian Populations

2024 7th Asia Conference on Cognitive Engineering and Intelligent Interaction (CEII 2024), pp. 1-5, 2024

• diabetes prediction
• naive Bayes
• diabetes classification
• Bangladeshi population
• Random forest
• class imbalance
• Pima Indians diabetes dataset
• cross-dataset comparison
• feature distribution

• SDG 3Good Health and Well-being

Syed Tangim Pasha, Nabarun Halder, Jahanggir Hossain Setu, Ashraful Islam, Md Zahangir Hossain

Physiological Signal Data-Driven Workplace Stress Detection Among Healthcare Professionals Using BiLSTM-AM and Ensemble Stacking Models

IEEE 2024 International Advances in Science & Engineering Technology (ASET) Multi-Conferences, Dubai, pp. 1-10, 2024

• electrodermal activity
• skin temperature
• nurses
• Heart rate
• healthcare workers
• psychological well-being
• stress classification
• physiological signals
• wearable sensors
• stacking ensemble

• SDG 3Good Health and Well-being

Syed Tangim Pasha, Ashraful Islam, Mohammed Masudur Rahman, Eshtiak Ahmed, Md Ferdouse Ahmed Foysal, Md Zahangir Alam

Genre Classification of Bangla Poem Using Machine Learning and Deep Learning Techniques

2023 IEEE World AI IoT Congress (AIIoT), pp. 0236–0242, 2023

• TF-IDF features
• love poetry
• transformer models
• genre classification
• convolutional neural networks
• Bengali language
• LSTM
• text classification
• Bayesian hyperparameter optimization