92 citations · 120 across the 16 of their papers we have counts for
16 papers
PatiGonit22K: A Comprehensive Dataset for Solving Complex Bengali MWPs
Swastika Kundu, Azizul Hakim Fayaz, Tashreef Muhammad
Mathematical Word Problems (MWPs) are an important benchmark for evaluating natural language understanding and quantitative reasoning. Despite recent progress in high resource lang…
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…
Temporal Coverage Bias in Financial Panel Data: A Coverage-Aware Structuring Framework with Evidence from the Dhaka Stock Exchange
Tashreef Muhammad
A common practice in empirical finance is to construct calendar-aligned panels that implicitly treat all instruments as having existed for the full observation period. When securit…
BIDWESH: A Bangla Regional Based Hate Speech Detection Dataset
Azizul Hakim Fayaz, MD. Shorif Uddin, Rayhan Uddin Bhuiyan +5
Hate speech on digital platforms has become a growing concern globally, especially in linguistically diverse countries like Bangladesh, where regional dialects play a major role in…
An Exploratory Approach Towards Investigating and Explaining Vision Transformer and Transfer Learning for Brain Disease Detection
Shuvashis Sarker, Shamim Rahim Refat, Faika Fairuj Preotee +3
The brain is a highly complex organ that manages many important tasks, including movement, memory and thinking. Brain-related conditions, like tumors and degenerative disorders, ca…
An Approach Towards Identifying Bangladeshi Leaf Diseases through Transfer Learning and XAI
Faika Fairuj Preotee, Shuvashis Sarker, Shamim Rahim Refat +2
Leaf diseases are harmful conditions that affect the health, appearance and productivity of plants, leading to significant plant loss and negatively impacting farmers' livelihoods.…
VR-FuseNet: A Fusion of Heterogeneous Fundus Data and Explainable Deep Network for Diabetic Retinopathy Classification
Shamim Rahim Refat, Ziyan Shirin Raha, Shuvashis Sarker +4
Diabetic retinopathy is a severe eye condition caused by diabetes where the retinal blood vessels get damaged and can lead to vision loss and blindness if not treated. Early and ac…
ANCHOLIK-NER: A Benchmark Dataset for Bangla Regional Named Entity Recognition
Bidyarthi Paul, Faika Fairuj Preotee, Shuvashis Sarker +5
Named Entity Recognition (NER) in regional dialects is a critical yet underexplored area in Natural Language Processing (NLP), especially for low-resource languages like Bangla. Wh…
Bridging Dialects: Translating Standard Bangla to Regional Variants Using Neural Models
Md. Arafat Alam Khandaker, Ziyan Shirin Raha, Bidyarthi Paul +1
The Bangla language includes many regional dialects, adding to its cultural richness. The translation of Bangla Language into regional dialects presents a challenge due to signific…
Explainable AI-Enhanced Deep Learning for Pumpkin Leaf Disease Detection: A Comparative Analysis of CNN Architectures
Md. Arafat Alam Khandaker, Ziyan Shirin Raha, Shifat Islam +1
Pumpkin leaf diseases are significant threats to agricultural productivity, requiring a timely and precise diagnosis for effective management. Traditional identification methods ar…
Vashantor: A Large-scale Multilingual Benchmark Dataset for Automated Translation of Bangla Regional Dialects to Bangla Language
Fatema Tuj Johora Faria, Mukaffi Bin Moin, Ahmed Al Wase +3
The Bangla linguistic variety is a fascinating mix of regional dialects that contributes to the cultural diversity of the Bangla-speaking community. Despite extensive study into tr…
Utilizing Technical Data to Discover Similar Companies in Dhaka Stock Exchange
Tashreef Muhammad, Tahsin Aziz, Mohammad Shafiul Alam
Stock market investment have been an ideal form of investment for many years. Investing capitals smartly in stock market yields high profit returns. But there are many companies av…
Frequency Distribution of Prime Numbers between an Integer and its Square: A Case Study
Tashreef Muhammad, G. M. Shahariar, Tahsin Aziz +1
The chronicle of prime numbers travel back thousands of years in human history. Not only the traits of prime numbers have surprised people, but also all those endeavors made for ag…
Can Transformer Models Effectively Detect Software Aspects in StackOverflow Discussion?
Nibir Chandra Mandal, Tashreef Muhammad, G. M. Shahariar
Dozens of new tools and technologies are being incorporated to help developers, which is becoming a source of consternation as they struggle to choose one over the others. For exam…
An Approach of Adjusting the Switch Probability based on Dimension Size: A Case Study for Performance Improvement of the Flower Pollination Algorithm
Tahsin Aziz, Tashreef Muhammad, Md. Rashedul Karim Chowdhury +1
Numerous meta-heuristic algorithms have been influenced by nature. Over the past couple of decades, their quantity has been significantly escalating. The majority of these algorith…
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.…