Md Golam Morshed, Tangina Sultana, Aftab Alam, Young-Koo Lee
Human action recognition systems use data collected from a wide range of sensors to accurately identify and interpret human actions. One of the most challenging issues for computer vision is the automatic and precise identification of human activities. A significant increase in feature learning-base...
Sajal Halder, Md. Samiullah, Young-Koo Lee
Md Golam Morshed, Tangina Sultana, Young-Koo Lee
Graph neural networks lose a lot of their computing power when more network layers are added. As a result, the majority of existing graph neural networks have a shallow depth of learning. Over-smoothing and information loss are two of the key issues that restrict graph neural networks from going dee...
Muhammad Umair, Tangina Sultana, Young-Koo Lee
Keyphrase Prediction (KP) is essential for identifying keyphrases in a document that can summarize its content. However, recent Natural Language Processing (NLP) advances have developed more efficient KP models using deep learning techniques. The limitation of a comprehensive exploration jointly bot...
Sajal Halder, Md. Samiullah, A. M. Jehad Sarkar, Young-Koo Lee
Huge amount of movies are available over the world, all of those are impossible to see for one user and all of them are not interesting. Movie recommendation systems filter out irrelevant movies and suggest the relevant movies those would be interesting for users. Traditional system can not recommen...
Md. Kamrul Hasan, M. Kaykobad, Young-Koo Lee, Sungyoung Lee
Sajal Halder, Md. Hanif Seddiqui, Young-Koo Lee
Personalized entertainment items recommendation is required to help millions of people narrow the universe of potential items to fit their unique tastes. These services usually depend on a machine-learning algorithm, which breaks down items into long lists of attributes and matches these elements to...
Md. Kamrul Hasan, Husne Ara Rubaiyeat, Young-Koo Lee, Sungyoung Lee
Abstract- This paper presents a distributed model for detecting Activities of Daily Living (ADLs) in a home setting. We consider an environment where household devices and utensils are augmented with simple sensors. The variation of object usage and shortage of training data makes it infeasible to c...
Md Golam Morshed, Tangina Sultana, Young-Koo Lee
Tangina Sultana, Md. Delowar Hossain, Md Golam Morshed, Young-Koo Lee
Tangina Sultana, Md. Delowar Hossain, Md Golam Morshed, Tariq Habib Afridi et al.
Tangina Sultana, Md. Delowar Hossain, Muhammad Umair, Muhammad Numan Khan et al.
Shayhan Ameen Chowdhury, Md. Azher Uddin, Young-Koo Lee
Md. Kamrul Hasan, Manhyung Han, Sungyoung Lee, Young-Koo Lee
Md. Kamrul Hasan, M. Kaykobad, Young-Koo Lee, Sungyoung Lee
Rahman and Kaykobad introduced a shortest distance based condition for finding the existence of Hamiltonian paths in graphs as follows: Let G be a connected graph with n vertices, and if d(u) + d(v) + delta(u, v) ges n + 1, for each pair of distinct non-adjacent vertices u and v in G, where delta(u,...