The Research
- Forensic Analysis of Bangla Handwritten Letters
Publisher: Proceedings of the 8th International Conference on Computer and Communications Management
Conference: ICCCM'20
Abstract:Handwriting says a lot about a person. Sometimes the information hidden there becomes the most important clues for an investigation. Traditionally detectives take help from the Graphologists. However, given that handwriting analysis is mostly based on visual features, machine learning algorithms should be able to find out important features. In this research, we used a Bangla handwriting dataset to identify the age, gender, and location (district) of the writer using deep learning algorithms. To the best of our knowledge, we are the first to address these three features from Bangla handwriting. We found that age could be identified with around 87.2% accuracy, location with 65.2% accuracy, and gender with 55.8% accuracy. The main causes of the low accuracy are the complex geometric shapes of Bangla letters. Mastery of those shapes is clearly reflected by the age of the writers. - Soil Analysis and Unconfined Compression Test Study using Data Mining Techniques
Publisher: ICCCI 2020: Advances in Computational Collective Intelligence
Conference: 12th International Conference on Computational Collective Intelligence (ICCCI 2020)
Abstract:In this study, Random Forest Regressor, Linear Regression, Generalized Regression Neural Network (GRNN) and Fully connected Neural Network (FCNN) models are leveraged for predicting unconfined compression coefficient with respect to standard penetration test (N-value), depth and soil type. The study is focused on a particular correlation of undrained shear strength of clay (Cu) with the standard penetration strength. The data used is from 14 no. ward in Mymensingh and Rangamati districts which are situated in Bangladesh. By using this data, the study tries to solidify the correlation of SPT (N-value) with Cu. It also tries to check the goodness of the relationship by comparing it with unconfined compression strength values gained from the unconfined compression test calculated from the field by experts.
Our Projects
- Populace
- Procurement Management App
- Noyona -> A chatbot
- Bangla Text Summarization
- Bangla Text Visualization
- English to Bangla translation
About us
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