92 citations · 107 across the 7 of their papers we have counts for
7 papers
A Benchmark of Classical and Deep Learning Models for Agricultural Commodity Price Forecasting on A Novel Bangladeshi Market Price Dataset
Tashreef Muhammad, Tahsin Ahmed, Meherun Farzana +7
Accurate short-term forecasting of agricultural commodity prices is critical for food security planning and smallholder income stabilisation in developing economies, yet machine-le…
NCTB-QA: A Large-Scale Bangla Educational Question Answering Dataset and Benchmarking Performance
Abrar Eyasir, Tahsin Ahmed, Muhammad Ibrahim
Reading comprehension systems for low-resource languages face significant challenges in handling unanswerable questions. These systems tend to produce unreliable responses when cor…
Hybrid Deep Learning for Legal Text Analysis: Predicting Punishment Durations in Indonesian Court Rulings
Muhammad Amien Ibrahim, Alif Tri Handoyo, Maria Susan Anggreainy
Limited public understanding of legal processes and inconsistent verdicts in the Indonesian court system led to widespread dissatisfaction and increased stress on judges. This stud…
Science-Informed Design of Deep Learning With Applications to Wireless Systems: A Tutorial
Atefeh Termehchi, Ekram Hossain, Angelo Vera-Rivera +2
Recent advances in computational infrastructure and large-scale data processing have accelerated the adoption of data-driven inference methods, particularly deep learning (DL), to…
CompactifAI: Extreme Compression of Large Language Models using Quantum-Inspired Tensor Networks
Andrei Tomut, Saeed S. Jahromi, Abhijoy Sarkar +15
Large Language Models (LLMs) such as ChatGPT and LlaMA are advancing rapidly in generative Artificial Intelligence (AI), but their immense size poses significant challenges, such a…
Crime Prediction using Machine Learning with a Novel Crime Dataset
Faisal Tareque Shohan, Abu Ubaida Akash, Muhammad Ibrahim +1
Crime is an unlawful act that carries legal repercussions. Bangladesh has a high crime rate due to poverty, population growth, and many other socio-economic issues. For law enforce…
Transformer-Based Deep Learning Model for Stock Price Prediction: A Case Study on Bangladesh Stock Market
Tashreef Muhammad, Anika Bintee Aftab, Md. Mainul Ahsan +4
In modern capital market the price of a stock is often considered to be highly volatile and unpredictable because of various social, financial, political and other dynamic factors.…