Search Results - "Rony, Mohammad Abu Tareq"

Elevating Driver Behavior Understanding with RKnD: A Novel Probabilistic Feature Engineering Approach by Islam, Mohammad Shariful, Rony, Mohammad Abu Tareq, Safran, Mejdl, Alfarhood, Sultan, Che, Dunren

“…Early detection of driver behavior is a pivotal aspect in enhancing road safety, focusing on identifying and mitigating risky driving patterns before they lead…”
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MediGPT: Exploring Potentials of Conventional and Large Language Models on Medical Data by Abu Tareq Rony, Mohammad, Shariful Islam, Mohammad, Sultan, Tipu, Alshathri, Samah, El-Shafai, Walid

“…Medical text classification organizes medical documents into categories to streamline information retrieval and support clinical decision-making. Traditional…”
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CDK: A novel high-performance transfer feature technique for early detection of osteoarthritis by Islam, Mohammad Shariful, Rony, Mohammad Abu Tareq

“…Knee osteoarthritis (OA) is a prevalent condition causing significant disability, particularly among the elderly, necessitating advancements in diagnostic…”
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CBD2023: A Hypercomplex Bangla Handwriting Character Recognition Data for Hierarchical Class Expansion by Bappi, Jabed Omor, Rony, Mohammad Abu Tareq

“…Object recognition technology has made significant strides, but recognizing handwritten Bangla characters (including symbols, compound forms, etc.) remains a…”
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GastroVRG: Enhancing early screening in gastrointestinal health via advanced transfer features by Islam, Mohammad Shariful, Rony, Mohammad Abu Tareq, Sultan, Tipu

“…The accurate classification of endoscopic images is a challenging yet critical task in medical diagnostics, which directly affects the treatment and management…”
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A Novel Deep Learning Approach for Accurate Cancer Type and Subtype Identification by Omar Bappi, Jabed, Rony, Mohammad Abu Tareq, Shariful Islam, Mohammad, Alshathri, Samah, El-Shafai, Walid

“…Cancer is a disease where abnormal cells grow uncontrollably and spread to other body parts. It can originate anywhere in the human body, which consists of…”
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RoBERTa-GCN: A Novel Approach for Combating Fake News in Bangla Using Advanced Language Processing and Graph Convolutional Networks by Ahammad, Mejbah, Sani, Al, Rahman, Khalilur, Islam, Md Tanvir, Masud, Md Mostafizur Rahman, Hassan, Md. Mehedi, Rony, Mohammad Abu Tareq, Alam, Shah Md Nazmul, Mukta, Md. Saddam Hossain

“…In this era of widespread information, combating fake news in less commonly represented languages like Bengali is a significant challenge. Fake news is a…”
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ML-CKDP: Machine learning-based chronic kidney disease prediction with smart web application by Halder, Rajib Kumar, Uddin, Mohammed Nasir, Uddin, Md. Ashraf, Aryal, Sunil, Saha, Sajeeb, Hossen, Rakib, Ahmed, Sabbir, Rony, Mohammad Abu Tareq, Akter, Mosammat Farida

“…Chronic kidney diseases (CKDs) are a significant public health issue with potential for severe complications such as hypertension, anemia, and renal failure…”
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Machine Learning-Based Rainfall Prediction: Unveiling Insights and Forecasting for Improved Preparedness by Hassan, Md. Mehedi, Rony, Mohammad Abu Tareq, Khan, Md. Asif Rakib, Hassan, Md. Mahedi, Yasmin, Farhana, Nag, Anindya, Zarin, Tazria Helal, Bairagi, Anupam Kumar, Alshathri, Samah, El-Shafai, Walid

“…Rainfall prediction plays a crucial role in raising awareness about the potential dangers associated with rain and enabling individuals to take proactive…”
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Fanconi Anemia: Examining Guidelines for Testing All Patients with Hand Anomalies Using a Machine Learning Approach by Wallner, Christoph, Hurst, Jane, Behr, Björn, Rony, Mohammad Abu Tareq, Barabás, Anthony, Smith, Gill

“…This study investigated the questionable necessity of genetic testing for Fanconi anemia in children with hand anomalies. The current UK guidelines suggest…”
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Blockchain Applications in Education: The Future of Learning by Azad, Rahat Uddin, Tasmim, Sabiha, Ahmed, Kazi Solaiman, Rony, Mohammad Abu Tareq

“…Blockchain is a revolutionary technology in the fourth industrial revolution. Since its start, there has been a consistent growth in the number of academic…”
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A Comparative Study of RFM-Based Clustering Methods in Customer Segmentation by Ahammed, Khair, Azad, Rahat Uddin, Al Jaber, Md, Tareq Rony, Mohammad Abu, Ahammad, Mejbah

“…To exist in the present competitive market, companies should focus on their customers, understand their needs, and fulfill them. Providing value to the…”
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Beyond Words: Unraveling Text Complexity with Novel Dataset and A Classifier Application by Islam, Mohammad Shariful, Rony, Mohammad Abu Tareq, Saha, Pritom, Ahammad, Mejbah, Nazmul Alam, Shah Md, Saifur Rahman, Md

“…Text classification is a fundamental aspect of Natural Language Processing (NLP). This research presents a novel human-annotated English sentence dataset…”
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Navigating the global stock market: correlation, prediction, and the influence of external factors by Islam, Mohammad Shariful, Rony, Mohammad Abu Tareq

“…Assessing a country’s economic health is a complex task that involves predicting stock price movements. The prices of stocks reflect the overall business…”
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A Novel Deep Learning Approach for Forecasting Myocardial Infarction Occurrences with Time Series Patient Data by Sayed, Mohammad Saiduzzaman, Rony, Mohammad Abu Tareq, Islam, Mohammad Shariful, Raza, Ali, Tabassum, Sawsan, Daoud, Mohammad Sh, Migdady, Hazem, Abualigah, Laith

“…Myocardial Infarction (MI) commonly referred to as a heart attack, results from the abrupt obstruction of blood supply to a section of the heart muscle,…”
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Innovative Approach to Detecting Autism Spectrum Disorder Using Explainable Features and Smart Web Application by Rony, Mohammad Abu Tareq, Johora, Fatama Tuz, Thalji, Nisrean, Raza, Ali, Fitriyani, Norma Latif, Syafrudin, Muhammad, Lee, Seung Won

“…Autism Spectrum Disorder (ASD) is a complex developmental condition marked by challenges in social interaction, communication, and behavior, often involving…”
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Unleashing Modified Deep Learning Models in Efficient COVID19 Detection by Islam, Md Aminul, Shuvo, Shabbir Ahmed, Rony, Mohammad Abu Tareq, Raihan, M, Sufian, Md Abu

“…The COVID19 pandemic, a unique and devastating respiratory disease outbreak, has affected global populations as the disease spreads rapidly. Recent Deep…”
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A Data-Driven Predictive Analysis on Cyber Security Threats with Key Risk Factors by Johora, Fatama Tuz, Khan, Md Shahedul Islam, Kanon, Esrath, Rony, Mohammad Abu Tareq, Zubair, Md, Sarker, Iqbal H

“…Cyber risk refers to the risk of defacing reputation, monetary losses, or disruption of an organization or individuals, and this situation usually occurs by…”
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Mining Significant Features of Diabetes through Employing Various Classification Methods by Nurjahan, Rony, Mohammad Abu Tareq, Satu, Md. Shahriare, Whaiduzzaman, Md

“…Diabetes is a chronic disease that occurs when blood glucose becomes very high. It is responsible for a number of serious complications in an affected patients…”
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A Comparative Machine Learning Study to Predict Drug Addiction in Bangladesh by Rashedul Alam, K. M., Ahammed, Khair, Rony, Mohammad Abu Tareq, Ferdousi, Zannatul

“…Drug Addiction is one of the growing threats all over the world. According to Dhaka Tribune, more than 7.5 million people are addicted to drugs in Bangladesh…”
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