Explanipedia

Explainable Hybrid Deep Learning Models for Physically Consistent Electricity Generation Forecasting Open

Md. Asifuzzaman Jishan, Md Ashikuzzaman, Md Ataullah Khan Rifat, Abul Kalam Al Azad · 2025

Bayesian Regression for Predicting Subscription to Bank Term Deposits in Direct Marketing Campaigns Open

Muhammad Farhan Tanvir, Md Belal Hossain, Md. Asifuzzaman Jishan · 2024

In the highly competitive environment of the banking industry, it is essential to precisely forecast the behavior of customers in order to maximize the effectiveness of marketing initiatives and improve financial consequences. The purpose …

Hotel Booking Cancellation Prediction Using Applied Bayesian Models Open

Md. Asifuzzaman Jishan, Vikas Singh, Ayan Ghosh, Md Shahabub Alam, Khan Raqib Mahmud , et al. · 2024

This study applies Bayesian models to predict hotel booking cancellations, a key challenge affecting resource allocation, revenue, and customer satisfaction in the hospitality industry. Using a Kaggle dataset with 36,285 observations and 1…

YOLOv3 and YOLOv5-based automated facial mask detection and recognition systems to prevent COVID-19 outbreaks Open

Md. Asifuzzaman Jishan, Ananna Islam Bedushe, Md Ataullah Khan Rifat, Bijan Paul, Khan Raqib Mahmud · 2023

Object detection system in light of deep learning have been monstrously effective in complex item identification task images and have shown likely in an extensive variety of genuine applications counting the Coronavirus pandemic. Ensuring …

An Automated Face-mask Detection System using YOLOv5 for Preventing Spread of COVID-19 Open

Md. Asifuzzaman Jishan, Md Shahabub Alam, Imran Rashid Mazumder, Khan Raqib Mahmud, Abul Kalam Al Azad · 2023

Object detection systems based on deep learning have been immensely successful incomplex object detection tasks images and have shown potential in a wide range of real-life applicationsincluding the COVID-19 pandemic. One of the key challe…

Covid Face-Mask Monitoring Dataset Open

Mahmudul Islam Masum, Md. Asifuzzaman Jishan, Khan Raqib Mahmud, Abul Kalam Al Azad · 2022

During the present time, COVID-19 situation is the topmost priority in our life. We are introducing a new dataset named Covid Face-Mask Monitoring Dataset which is based on Bangladesh perspective. We have a main concern to detect people wh…

Characterization and recognition of handwritten digits using Julia Open

Md. Asifuzzaman Jishan, Md Shahabub Alam, A. K. M. Tauhidul Islam, Imran R. Mazumder, Khan Raqib Mahmud , et al. · 2021

Automatic image and digit recognition is a computationally challenging task for image processing and pattern recognition, requiring an adequate appreciation of the syntactic and semantic importance of the image for the identification ofthe…

Bangla language textual image description by hybrid neural network model Open

Md. Asifuzzaman Jishan, Khan Raqib Mahmud, Abul Kalam Al Azad, Mohammad Rifat Ahmmad Rashid, Bijan Paul , et al. · 2021

Automatic image captioning task in different language is a challenging task which has not been well investigated yet due to the lack of dataset and effective models. It also requires good understanding of scene and contextual embedding for…

TextMage: The Automated Bangla Caption Generator Based On Deep Learning Open

Abrar Hasin Kamal, Md. Asifuzzaman Jishan, Nafees Mansoor · 2020

Neural Networks and Deep Learning have seen an upsurge of research in the past decade due to the improved results. Generates text from the given image is a crucial task that requires the combination of both sectors which are computer visio…

Hybrid deep neural network for Bangla automated image descriptor Open

Md. Asifuzzaman Jishan, Khan Raqib Mahmud, Abul Kalam Al Azad, Md Shahabub Alam, Anif Minhaz Khan · 2020

Automated image to text generation is a computationally challenging computer vision task which requires sufficient comprehension of both syntactic and semantic meaning of an image to generate a meaningful description. Until recent times, i…

Bangla Natural Language Image to Text (BNLIT) Open

Md. Asifuzzaman Jishan, Khan Raqib Mahmud, Abul Kalam Al Azad · 2020

We represented a new Bangla dataset with a Hybrid Recurrent Neural Network model which generated Bangla natural language description of images. This dataset achieved by a large number of images with classification and containing natural la…

Bangla Natural Language Image to Text (BNLIT) Open