no code implementations • 15 Aug 2023 • Mst Shapna Akter, Hossain Shahriar, Alfredo Cuzzocrea
This paper proposes a trustable LSTM-Autoencoder Network for cyberbullying detection on social media using synthetic data.
no code implementations • 10 Jun 2023 • Bilash Saha, Md Saiful Islam, Abm Kamrul Riad, Sharaban Tahora, Hossain Shahriar, Sweta Sneha
Falls among the elderly are a major health concern, frequently resulting in serious injuries and a reduced quality of life.
no code implementations • 1 Jun 2023 • Mst Shapna Akter, Hossain Shahriar, Juan Rodriguez Cardenas, Sheikh Iqbal Ahamed, Alfredo Cuzzocrea
We have conducted a comparative analysis between results derived from features containing a minimal text representation and semantic and syntactic information.
no code implementations • 1 Jun 2023 • Mst Shapna Akter, Hossain Shahriar, Alfredo Cuzzocrea
Moreover, the performance of the neural network models in terms of accuracy increased on GPU compared to CPU.
no code implementations • 1 Jun 2023 • Mst Shapna Akter, Hossain Shahriar, Sheikh Iqbal Ahamed, Kishor Datta Gupta, Muhammad Rahman, Atef Mohamed, Mohammad Rahman, Akond Rahman, Fan Wu
Quantum machine learning (QML) is an emerging field of research that leverages quantum computing to improve the classical machine learning approach to solve complex real world problems.
1 code implementation • 31 May 2023 • Mst Shapna Akter, Md Jobair Hossain Faruk, Nafisa Anjum, Mohammad Masum, Hossain Shahriar, Akond Rahman, Fan Wu, Alfredo Cuzzocrea
Our goal is to distinguish the performance between QNN and NN and to conduct the experiment, we develop two different models for QNN and NN by utilizing Pennylane for quantum and TensorFlow and Keras for traditional respectively.
no code implementations • 31 May 2023 • Mst Shapna Akter, Hossain Shahriar, Iysa Iqbal, MD Hossain, M. A. Karim, Victor Clincy, Razvan Voicu
Based on our observations, both ML and QML models exhibit vulnerability to adversarial attacks.
no code implementations • 13 Mar 2023 • Mst Shapna Akter, Hossain Shahriar, Nova Ahmed, Alfredo Cuzzocrea
This paper particularly worked on the Hindi, Bangla, and English datasets to detect aggressive comments and have shown a novel way of generating machine-translated data to resolve data unavailability issues.
no code implementations • 13 Mar 2023 • Mst Shapna Akter, Hossain Shahriar
Due to the noisy dynamics and mobile environment, the sensor readings can be very noisy.
no code implementations • 13 Mar 2023 • Mst Shapna Akter, Hossain Shahriar, Zakirul Alam Bhuiya
One of the most important challenges in the field of software code audit is the presence of vulnerabilities in software source code.
no code implementations • 13 Mar 2023 • Mst Shapna Akter, Hossain Shahriar, Sweta Sneha, Alfredo Cuzzocrea
Furthermore, we develop five different stacking models such as inceptionv3-inceptionv3, Densenet-mobilenet, inceptionv3-Xception, Resnet50-Vgg16, and stack-six for classifying the skin lesions and found that the stacking models perform poorly.
no code implementations • 13 Mar 2023 • Mst Shapna Akter, Hossain Shahriar, Alfredo Cuzzocrea, Nova Ahmed, Carson Leung
We have also demonstrated the process of recognizing handwritten documents using the deep learning model.
no code implementations • 7 Jul 2022 • Md Jobair Hossain Faruk, Shashank Trivedi, Mohammad Masum, Maria Valero, Hossain Shahriar, Sheikh Iqbal Ahamed
People's personal hygiene habits speak volumes about the condition of taking care of their bodies and health in daily lifestyle.
no code implementations • 7 Jul 2022 • Mohammad Masum, Hossain Shahriar, Hisham Haddad, Md Jobair Hossain Faruk, Maria Valero, Md Abdullah Khan, Mohammad A. Rahman, Muhaiminul I. Adnan, Alfredo Cuzzocrea
The optimal use of DNN-based classifiers requires careful tuning of the hyper-parameters.
no code implementations • 26 Jun 2022 • Md Jobair Hossain Faruk, Hossain Shahriar, Maria Valero, Farhat Lamia Barsha, Shahriar Sobhan, Md Abdullah Khan, Michael Whitman, Alfredo Cuzzocreak, Dan Lo, Akond Rahman, Fan Wu
The comprehension of this synthesis shall help researchers for further research on malware detection and prevention using AI.
no code implementations • 24 Jun 2022 • Md Jobair Hossain Faruk, Maria Valero, Hossain Shahriar
In this study, we illustrate the progress of BCI research and present scores of unveiled contemporary approaches.