DIU Faculty Publication: Recent submissions

Now showing items 141-160 of 3567

Unmasking Banking Fraud: Unleashing the Power of Machine Learning and Explainable AI (XAI) on Imbalanced Data

Nobel, S. M. Nuruzzaman; Sultana, Shirin; Singha, Sondip Poul; Chaki, Sudipto; Mahi, Md. Julkar Nayeen; Jan, Tony; Barros, Alistair; Whaiduzzaman, Md. (MDPI Publications, 2024-06-23)

Recognizing fraudulent activity in the banking system is essential due to the significant risks involved. When fraudulent transactions are vastly outnumbered by non-fraudulent ones, dealing with imbalanced datasets can be ...
Unpacking the Role of Green Smart Technologies Adoption, Green Ambidextrous Leadership, and Green Innovation Behaviour on Green Innovation Performance in Malaysian Manufacturing Companies

Hossain, Mohammad Imtiaz; Teh, Boon Heng (FIIB Publications, 2024-02-04)

Integrating the natural resource-based view theory, contingency theory and paradox theory, the current study investigates the impact of the green smart technologies adoption (GSTA) and green ambidextrous leadership (GAL) ...
Unveiling Annona Reticulata's Bioactive Arsenal for Enhanced Antibiotic Effects

Uddin, Muhammad Ramiz; Shahriar, Asif; Mim, Halima Jahan; Papia, Bibi Khadiza; Siddiquee, Mohd. Faijanur Rob; Khan, Ahnaf Bin R. Q; Islam, Rahatul; Fatema, Nour; Parvez, Anwar; Roy, Goutam Kumar; Rana, Sohel (John Wiley & Sons, 2024-01-28)

Objective: To study the antibacterial and phytochemical activities of bioactive elements in the leaves of Annona reticulata Linn, a historically used Bangladeshi medicinal plant. Methods: Shade-dried and crushed plant ...
Unveiling Microplastics Pollution in a Subtropical Rural Recreational Lake: A Novel Insight

Islam, Abu Reza Md Towfiqul; Hasan, Mehedi; Sadia, Moriom Rahman; Mubin, Al-Nure; Ali, Mir Mohammad; Senapathi, Venkatramanan; Idris, Abubakr M.; Malafaia, Guilherme (Elsevier, 2024-07-01)

While global attention has been primarily focused on the occurrence and persistence of microplastics (MP) in urban lakes, relatively little attention has been paid to the problem of MP pollution in rural recreational lakes. ...
Unveiling the Role of Emotional Intelligence as a Mediator Between Digital Leadership and Employee Cynicism

Anwar, Sadia; Saraih, Ummi Naiemah; Soomro, Bahadur Ali (Emerald Publishing Limited, 2024-05-10)

"Purpose Leaders’ capacity to execute innovative and inspiring activities significantly impacts whether educational institutions succeed or fail. This paper aims to explore the gap in how digital leadership (DL) affects ...
Valorization of Dyed Brush Fiber Waste Through Production of Upcycled Mélange Yarn

Rashid, Md. Ehsanur; Islam, Md. Atikul; Kanon, Towfik Aziz; Khan, Md. Rubel; Uddin, Md. Bashar; Ul Haque, Raihan; Tonmoy, Md. Washique; Hasan, Md. Rakibul; Haque, Md. Mahbubul (Elsevier, 2024-04-01)

The utilization of recycled fibers from textile waste has greatly increased in recent times due to growing environmental consciousness, legislative sustainability mandates, and escalating raw material expenses. This study ...
Leadership and Employee Cynicism: A Study in the Private Higher Educational Institutes

Anwar, Sadia; Saraih, Ummi Naiemah; Soomro, Bahadur Ali (Emerald Publishing Limited, 2024-05-10)

The researchers have used a quantitative approach based on cross-sectional data technique. This study examines the effects of DL at Pakistani private universities. All the teaching faculty of Pakistan’s private higher ...
Using Unsupervised Machine Learning Models To Drive Groundwater Chemistry and Associated Health Risks in Indo-Bangla Sundarban Region

Jannat, Jannatun Nahar; Islam, Abu Reza Md Towfiqul; Mia, Md Yousuf; Pal, Subodh Chandra; Biswas, Tanmoy; Jion, Most Mastura Munia Farjana; Islam, Md Saiful; Siddique, Md Abu Bakar; Idris, Abubakr M.; Khan, Rahat; Islam, Aznarul; Kormoker, Tapos; Senapathi, Venkatramanan (Elsevier, 2024-03-20)

Groundwater is an essential resource in the Sundarban regions of India and Bangladesh, but its quality is deteriorating due to anthropogenic impacts. However, the integrated factors affecting groundwater chemistry, source ...
Valorization of Dyed Brush Fiber Waste Through Production of Upcycled Mélange Yarn: A Sustainable Approach

Rashid, Md. Ehsanur; Islam, Md. Atikul; Kanon, Towfik Aziz; Khan, Md. Rubel; Uddin, Md. Bashar; Ul Haque, Raihan; Tonmoy, Md. Washique; Hasan, Md. Rakibul; Haque, Md. Mahbubul (Elsevier, 2024-05-01)

The utilization of recycled fibers from textile waste has greatly increased in recent times due to growing environmental consciousness, legislative sustainability mandates, and escalating raw material expenses. This study ...
Unveiling the Immunomodulatory Mechanisms of Pineapple Metabolites

Tallei, Trina Ekawati; Wali, Fatima; Yelnetty, Afriza; Niode, Nurdjannah Jane; Kusumawaty, Diah; Idroes, Rinaldi; Celik, Ismail; Emran, Talha Bin (Bangladesh Society for Microbiology, Immunology, and Advanced Biotechnology, 2023-10-04)

The exploration of the immunomodulatory potential of pineapple metabolites holds promise for substantial implications across several fields, encompassing medicine, pharmacology, nutrition, and public health. This study ...
Valorization of Pineapple Leaves: Effective Conversion of Agro Waste to Textile Materials

Jalil, Mohammad Abdul; Repon, Md. Reazuddin; Jurkonienė, Sigita; Haji, Aminoddin; Hussain, Syed Zubair; Shukhratov, Sharof (Society of Chemical Industry, 2024-02-07)

The demand for sustainable and environmentally friendly practices by reducing the usage of virgin materials and minimizing the environmental impact associated with textile production has increased. However, due to the ...
Vitamin D Deficiency and the Vitamin D Receptor (VDR) Gene Polymorphism rs2228570 (FokI) Are Associated With an Increased Susceptibility to Hypertension Among the Bangladeshi Population

Nabil, Imrul Kayes; Mahmud, Zimam; Tamanna, Sonia; Rahman, Md Mostafijur; Rashid, Gowhar; Hossain, Md. Sarowar; Asad, Humaira Binte; Howlader, Md. Zakir Hossain (PLOS ONE Publications, 2024-03-14)

Vitamin D receptor (VDR) gene is implicated in hypertension vulnerability due to its role in regulating the renin-angiotensin system (RAS) and blood pressure. In this case-control study, a carefully selected cohort of 111 ...
Well Building for Developing Countries: Critical Design Criteria for Residential Buildings in Malaysia

Zamani, Salma Husna; Rahman, Rahimi A.; Yusof, Liyana Mohamed; Naganathan, Hariharan (Emerald Publishing Limited, 2024-04-30)

Purpose This study aims to investigate the interrelationship between critical design criteria (CDC) that affect health, well-being and productivity (i.e. WELL) for residential buildings in developing countries, using ...
What Is the Most Effective Frictionless Method for Retracting Anterior Teeth When Using Buccal Fixed-Appliance Therapy? A Systematic Review

Kheshfeh, Mohammad Naem; Hajeer, Mohammad Younis; Al Hinnawi, Mhd. Firas; Awawdeh, Mohammed Adel; Albalawi, Farraj; Alotaib, Ghada Serhan; Alam, Mohammad Khursheed; Zakaria, Ahmad Salim (MDPI Publications, 2024-12-30)

There are various techniques and designs for springs used in orthodontic treatment, including frictionless methods for closing spaces. However, there is limited explicit evidence to support the superiority of one method ...
Xai-FusionNet: Diabetic Foot Ulcer Detection Based on Multi-Scale Feature Fusion With Explainable Artificial Intelligence

Biswas, Shuvo; Mostafiz, Rafid; Uddin, Mohammad Shorif; Paul, Bikash Kumar (Elsevier, 2024-05-14)

Diabetic foot ulcer (DFU) poses a significant threat to individuals affected by diabetes, often leading to limb amputation. Early detection of DFU can greatly improve the chances of survival for diabetic patients. This ...
Zero- and Few-Shot Prompting with LLMs: A Comparative Study with Fine-tuned Models for Bangla Sentiment Analysis

Hasan, Md. Arid; Das, Shudipta; Anjum, Afiyat; Alam, Firoj; Anjum, Anika; Sarker, Avijit; Sheak Rashed Haider; Noori, Sheak Rashed Haider (Elsevier, 2024-05-25)

The rapid expansion of the digital world has propelled sentiment analysis into a critical tool across diverse sectors such as marketing, politics, customer service, and healthcare. While there have been significant ...
H-BN Layered Material: A New Frontier in Radiation Dosimetry

Khandaker, Mayeen Uddin; Nawi, S.N. Mat; Lazim, M.A.F. Mohd; Sani, S.F. Abdul; Ung, N.M.; Lam, S.E.; Ahmad, Pervaiz; Mahmoud, Mustafa; Bradley, D.A. (Elsevier, 2024-10-20)

This study explores the potential of hexagonal boron nitride (h-BN) nanostructures for dosimetry of diverse ionizing radiation. We focus on the crucial thermoluminescence (TL) properties of h-BN, including glow curve, ...
Source Identification and Potential Health Risks From Elevated Groundwater Nitrate Contamination in Sundarbans Coastal Aquifers, India

Pal, Subodh Chandra; Biswas, Tanmoy; Jaydhar, Asit Kumar; Ruidas, Dipankar; Saha, Asish; Chowdhuri, Indrajit; Mandal, Sudipto; Islam, Aznarul; Islam, Abu Reza Md.Towfqul; Pande, Chaitanya B.; Alam, Edris; Islam, Md Kamrul (Springer Nature, 2024-02-20)

In recent years groundwater contamination through nitrate contamination has increased rapidly in the managementof water research. In our study, fourteen nitrate conditioning factors were used, and multi-collinearity ...
The Early Detection of Dementia Disease Using Machine Learning Approach

Kabir, Md Shariar; Khanom, Jakia; Bhuiyan, Md. Atik; Tumpa, Zerin Nasrin; Rabby, Sk. Fazlee; Bilgaiyan, Saurabh (IEEE, 2023-05-24)

Early dementia detection is a crucial but challenging task in Bangladesh. Often, dementia is not recognized until it is too late to receive effective care. This results in part from a lack of knowledge about the illness ...
The Design, Synthesis, and Evaluation of Diaminopimelic Acid Derivatives as Potential dapF Inhibitors Preventing Lysine Biosynthesis for Antibacterial Activity

Shaikh, Mohd Sayeed; Kale, Mayura A.; Muralidharan, V.; Venkatachalam, T.; Ali, Syed Sarfaraz; Islam, Fahadul; Khan, Sharuk L.; Siddiqui, Falak A.; Urmee, Humaira; Tapadiya, Ganesh G.; Dhawale, Sachin A.; Ming, Long Chiau; Ibrahim, Ibrahim Abdel Aziz; Alzahrani, Abdullah R.; Sarker, Md. Moklesur Rahman; Azlina, Mohd Fahami Nur (MDPI Publications, 2022-12-28)

We created thiazole and oxazole analogues of diaminopimelic acid (DAP) by replacing its carboxyl groups and substituting sulphur for the central carbon atom. Toxicity, ADME, molecular docking, and in vitro antimicrobial ...

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