Taminul Islam

Taminul Islam
Southern Illinois University Carbondale | SIU · Department of Computer Science

Doctor of Philosophy
Research Assistant at Southern Illinois University Carbondale, IL, USA

About

34
Publications
22,902
Reads
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280
Citations
Introduction
Taminul Islam is working as a Research Assistant and studying Doctor of Philosophy at the School of Computing, Southern Illinois University Carbondale, IL, United States. He received his Bachelor of Science (B.Sc.) with first-class in the field of Computer Science and Engineering (CSE) from Daffodil International University. His research interest lies in the application of Machine Learning and Deep Learning on Agriculture and Healthcare informatics and Disease Prediction.
Education
January 2024 - January 2029
Southern Illinois University Carbondale
Field of study
  • Computer Science
January 2018 - February 2022
Daffodil International University
Field of study
  • Computer Science and Engineering

Publications

Publications (34)
Article
Full-text available
Accurately classifying brain tumors using images is extremely important for prognosis and treatment planning. In this study, we have developed an optimized approach using machine learning techniques to classify brain tumors. Our method involves preprocessing the images, extracting features, selecting the most significant ones, and tuning the model...
Article
Full-text available
Potatoes are the third-largest food crop globally, but their production frequently encounters difficulties because of aggressive pest infestations. Early classification those potato pests plays an important role in the detection and prevention of their notorious attack. The aim of this study is to investigate the various types and characteristics o...
Conference Paper
Full-text available
As of the release of COVID-19, cardiovascular disease has surpassed all other causes of mortality among both sexes. In most cases, this condition is associated with atherosclerosis and the formation of blood clots. Heart disease, stroke, and other CVDs are major causes of mortality worldwide. Because even a small inaccuracy might lead to exhaustion...
Chapter
Full-text available
Technology and ride-sharing services have become more accessible and convenient as a result of the growth of the Internet. Passengers increasingly focus on digital reviews to help them make purchasing decisions. Online reviews are incredibly inaccurate, as we have seen time and time again. False reviews were created to deceive customers for commerc...
Preprint
Weed management remains a critical challenge in agriculture, where weeds compete with crops for essential resources , leading to significant yield losses. Accurate detection of weeds at various growth stages is crucial for effective management yet challenging for farmers, as it requires identifying different species at multiple growth phases. This...
Conference Paper
Weed management remains a critical challenge in agriculture, where weeds compete with crops for essential resources , leading to significant yield losses. Accurate detection of weeds at various growth stages is crucial for effective management yet challenging for farmers, as it requires identifying different species at multiple growth phases. This...
Article
Full-text available
The rapid growth of the cannabis industry necessitates accurate and efficient methods for detecting and classifying cannabis seed varieties, which is crucial for quality control, regulatory compliance, and genetic research. This study presents a deep learning approach to automate the detection and classification of 17 different cannabis seed variet...
Conference Paper
Full-text available
The rise of fake news has made the need for effective detection methods , including in languages other than English, increasingly important. The study aims to address the challenges of Bangla which is considered a less important language. To this end, a complete dataset containing about 50,000 news items is proposed. Several deep learning models ha...
Article
Full-text available
Breast cancer has rapidly increased in prevalence in recent years, making it one of the leading causes of mortality worldwide. Among all cancers, it is by far the most common. Diagnosing this illness manually requires significant time and expertise. Since detecting breast cancer is a time-consuming process, preventing its further spread can be aide...
Preprint
Full-text available
Breast cancer has rapidly increased in prevalence in recent years, making it one of the leading causes of mortality worldwide. Among all cancers, it is by far the most common. Diagnosing this illness manually requires significant time and expertise. Since detecting breast cancer is a time-consuming process, preventing its further spread can be aide...
Preprint
Full-text available
The rise of fake news has made the need for effective detection methods, including in languages other than English, increasingly important. The study aims to address the challenges of Bangla which is considered a less important language. To this end, a complete dataset containing about 50,000 news items is proposed. Several deep learning models hav...
Preprint
Full-text available
Analyzing and detecting cannabis seed variants is crucial for the agriculture industry. It enables precision breeding , allowing cultivators to selectively enhance desirable traits. Accurate identification of seed variants also ensures regulatory compliance, facilitating the cultivation of specific cannabis strains with defined characteristics, ult...
Conference Paper
Analyzing and detecting cannabis seed variants is crucial for the agriculture industry. It enables precision breeding, allowing cultivators to selectively enhance desirable traits. Accurate identification of seed variants also ensures regulatory compliance, facilitating the cultivation of specific cannabis strains with defined characteristics, ulti...
Chapter
Full-text available
Liver disease can cause death in millions of individuals worldwide. Early detection and accurate diagnosis improve patient outcomes and reduce mortality. Machine learning algorithms can detect and diagnose liver diseases more accurately and affordably. To test machine learning methods for early liver disease diagnosis, this study created a predicti...
Conference Paper
Full-text available
Diabetes is a common health problem worldwide; it is especially pervasive in Bangladesh. The condition manifests in a person when his blood sugar is consistently high. It also contributes to other health problems like blindness, renal failure, heart attack, and stroke. If you know about the early stage, you can take charge and maybe save someone's...
Conference Paper
Full-text available
It's no secret that the microblogging service Twitter (X) has quickly risen to prominence as one of the most reliable places to get the latest updates on breaking events. Tweets, Twitter's information streams, are sent out voluntarily by registered users and can reach even non-registered users, often before more conventional sources of mass news. I...
Article
Full-text available
Social media is an essential component of our personal and professional lives. We use it extensively to share various things, including our opinions on daily topics and feelings about different subjects. This sharing of posts provides insights into someone’s current emotions. In artificial intelligence (AI) and deep learning (DL), researchers empha...
Article
Full-text available
Vehicle automation has been in the works for a long time now. Automatic brakes, cruise control, GPS satellite navigation, etc. are all common features seen in today's automobiles. Automation and artificial intelligence breakthroughs are likely to lead to an increase in the usage of automation technologies in cars. Because of this, mankind will be m...
Preprint
Full-text available
Potatoes are the third-largest food crop globally, but their production frequently encounters difficulties because of aggressive pest infestations. Early classification those potato pests plays an important role in the detection and prevention of their notorious attack. The aim of this study is to investigate the various types and characteristics o...
Preprint
Full-text available
Firewalls are critical components in securing communication networks by screening all incoming (and occasionally exiting) data packets. Filtering is carried out by comparing incoming data packets to a set of rules designed to prevent malicious code from entering the network. To regulate the flow of data packets entering and leaving a network, an In...
Conference Paper
Full-text available
Global attention is now being paid to maternal and child mortality. The incidence of maternal mortality is high in low and middle-income countries, particularly among adolescents and young adults. Healthcare professionals can monitor the mother's heartbeat during pregnancy to determine fetal viability using CTGs to prevent these deaths. To reduce c...
Preprint
Full-text available
The heart is one of the most vital organs in the human body. It supplies blood and nutrients in other parts of the body. Therefore, maintaining a healthy heart is essential. As a heart disorder, arrhythmia is a condition in which the heart's pumping mechanism becomes aberrant. The Electrocardiogram is used to analyze the arrhythmia problem from the...
Chapter
Full-text available
Nowadays, Breast cancer has risen to become one of the most prominent causes of death in recent years. Among all malignancies, this is the most frequent and the major cause of death for women globally. Manually diagnosing this disease requires a good amount of time and expertise. Breast cancer detection is time-consuming, and the spread of the dise...
Preprint
Full-text available
Due to the massive explanation of artificial intelligence, machine learning technology is being used in various areas of our day-today life. In the world, there are a lot of scenarios where a simple crime can be prevented before it may even happen or find the person responsible for it. A face is one distinctive feature that we have and can differen...
Preprint
Full-text available
Nowadays, Breast cancer has risen to become one of the most prominent causes of death in recent years. Among all malignancies, this is the most frequent and the major cause of death for women globally. Manually diagnosing this disease requires a good amount of time and expertise. Breast cancer detection is time-consuming, and the spread of the dise...
Preprint
Full-text available
Recent years have seen an explosion in social media usage, allowing people to connect with others. Since the appearance of platforms such as Facebook and Twitter, such platforms influence how we speak, think, and behave. This problem negatively undermines confidence in content because of the existence of fake news. For instance, false news was a de...
Conference Paper
The heart is one of the most vital organs in the human body. It supplies blood and nutrients in other parts of the body. Therefore, maintaining a healthy heart is essential. As a heart disorder, arrhythmia is a condition in which the heart's pumping mechanism becomes aberrant. The Electrocardiogram is used to analyze the arrhythmia problem from the...
Conference Paper
Full-text available
Due to the massive explanation of artificial intelligence, machine learning technology is being used in various areas of our day-to-day life. In the world, there are a lot of scenarios where a simple crime can be prevented before it may even happen or find the person responsible for it. A face is one distinctive feature that we have and can differe...
Conference Paper
Full-text available
Recent years have seen an explosion in social media usage, allowing people to connect with others. Since the appearance of platforms such as Facebook and Twitter, such platforms influence how we speak, think, and behave. This problem negatively undermines confidence in content because of the existence of fake news. For instance, false news was a de...
Conference Paper
Full-text available
The article explores the effective classroom system based on artificial intelligence, facial recognition, and other smart systems with proper security. The current smart learning environment is very familiar and appreciable all over the world. It has been a great challenge to implement with high accuracy over the years. Ensuring quality education i...

Questions

Question (1)
Question
Hi, This is Taminul. Recently I got a confusion regarding arxiv.org. Can anyone please give me your valuable feedback?
Question: Which type of paper i should submit to the arxiv.org? Published (Online) or Accepted (In Press)?
If I submit any accepted paper or registered paper to arxiv, is there any plagiarism issue?
Please, I am looking forward to your valuable remarks.
Thanks!

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