Aditi Golder, Debashis Gupta, Saumendu Roy, Md. Abdullah Al Ahasan et al.
In this 21st era, criminality is increasing, and everybody wishes safety for their home and assets. So that in this situation, everyone should have a secure system with developing and modern technology. So a person should not be worried when moving away from his home. As a result, therefore, the obj...
Sunzida Siddique, Mohd Ariful Haque, Rakib Hossain Rifat, Laxmi Rani Das et al.
<p>Artificial intelligence (AI) is not a fancy term anymore, or not limited to only researchers and academia. AI is currently becoming a part and parcel of our daily life, we are using AI/ intelligent systems by knowing or without knowing. Event product manufacturers are also trying to incorpo...
Md. Mahfuzur Rahman, Kishor Datta Gupta, Marufa Kamal, Fahad Imtiaz Rahman et al.
Md. Mahfuzur Rahman, Kishor Datta Gupta, Marufa Kamal, Fahad Imtiaz Rahman et al.
Mohd Ariful Haque, Fahad Rahman, Kishor Datta Gupta, Khalil Shujaee et al.
This paper investigates the effectiveness of small language models (SLMs) for agentic tasks (function/tool/API calling) with a focus on running agents on edge devices without reliance on cloud infrastructure. We evaluate SLMs using the Berkeley Function Calling Leaderboard (BFCL) framework and descr...
Kishor Datta Gupta, Mohd Ariful Haque, Hasmot Ali, Marufa Kamal et al.
Generative AI (GEN AI) models have revolutionized diverse application domains but present substantial challenges due to reliability concerns, including hallucinations, semantic drift, and inherent biases. These models typically operate as black-boxes, complicating transparent and objective evaluatio...
Marufa Kamal, Kishor Datta Gupta, Masrura Tasnim, Md. Mahfuzur Rahman et al.
This study introduces the Fuzzy-Rule-Enhanced Autoencoder (FREA), a novel hybrid approach for interpretable text clustering that addresses the limitations of traditional methods in comprehending nuanced linkages and incorporating domain-specific knowledge. FREA integrates fuzzy physical rules genera...
Muhammad Wasil Bin Abu Bakar, Md. Kamal Uddin, Syaharudin Zaibon, Muhammad Huzaifah Mohd Roslim et al.
Abstract Asian countries such as Malaysia and Indonesia are beginning to commercialise the cultivation of Volvariella volvacea as the demand rises. However, production is still low due to a lack of knowledge about formulation and poor handling of the spent mushroom substrates. In Malaysia, this shor...
Mohd Ariful Haque, Marufa Kamal, Roy George, Kishor Datta Gupta
The goal of this study is to determine whether large language models (LLMs) like CodeLlama, Mistral, and Vicuna can be used to build knowledge graphs (KGs) from textual data. We create class descriptions for well-known KGs such as DBpedia, YAGO, and Google Knowledge Graph, from which we extract RDF ...
Mohd Ariful Haque, Rakib Hossain Rifat, Marufa Kamal, Roy George et al.
Aerial imagery obtained through remote sensing is extensively utilized across diverse industries, particularly for object detection applications where it has demonstrated considerable efficacy. However, clouds in these images can obstruct evaluation and detection tasks. This study therefore involved...
Sheikh Shoib, Fahimeh Saeed, Sharad Philip, Miyuru Chandradasa et al.
Background: The coronavirus disease (COVID-19) pandemic, caused by the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), has detrimental effects on physical and mental health. Patients with severe mental illness are at higher risk of contracting the virus due to social determinants of he...
Aditi Golder, Debashis Gupta, Saumendu Roy, Md. Abdullah Al Ahasan et al.
In today's world, the railway has emerged as a shining example of an environmentally friendly and well-linked mode of transportation, particularly in significant metropolises worldwide. Its popularity stems from its widespread use and its inherent comfort to commuters. A key aspect that bolsters thi...
Sunzida Siddique, Mohd Ariful Haque, Rakib Hossain Rifat, Laxmi Rani Das et al.
Artificial intelligence (AI) is not a fancy term anymore, or not limited to only researchers and academia. AI is currently becoming a part and parcel of our daily life, we are using AI/ intelligent systems by knowing or without knowing. Event product manufacturers are also trying to incorporate AI w...
Sunzida Siddique, Mohd Ariful Haque, Roy George, khalil sujjaee et al.
Transformative developments have been brought in across a number of industries. Digital twin technologies are one of them. This revolutionary innovation has enhanced efficiency, optimized production, and elevated product design to new heights. Nevertheless, as industries embrace the potential of dig...