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Results for “"Tanjim Mahmud"”

16+ results

Cyberbullying detection for low-resource languages and dialects: Review of the state of the art

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Tanjim Mahmud, Michał Ptaszyński, Juuso Eronen, Fumito Masui

Journal: Information Processing & ManagementYear: 2023Citations: 142

The struggle of social media platforms to moderate content in a timely manner, encourages users to abuse such platforms to spread vulgar or abusive language, which, when performed repeatedly becomes cyberbullying a social problem taking place in virtual environments, yet with real-world consequences...

Physical SciencesComputer ScienceArtificial IntelligenceOpen Access
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An Explainable AI Paradigm for Alzheimer’s Diagnosis Using Deep Transfer Learning

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Tanjim Mahmud, Koushick Barua, Sultana Umme Habiba, Nahed Sharmen et al.

Journal: DiagnosticsYear: 2024Citations: 121

Alzheimer's disease (AD) is a progressive neurodegenerative disorder that affects millions of individuals worldwide, causing severe cognitive decline and memory impairment. The early and accurate diagnosis of AD is crucial for effective intervention and disease management. In recent years, deep lear...

Physical SciencesComputer ScienceArtificial IntelligenceOpen Access
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An Improved Framework for Reliable Cardiovascular Disease Prediction Using Hybrid Ensemble Learning

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Tanjim Mahmud, Anik Barua, Manoara Begum, Eipshita Chakma et al.

Year: 2023Citations: 86

Cardiovascular diseases (CVDs), which include heart disorders, are the most prevalent and significant causes of death worldwide, including Bangladesh. Blood artery problems, rhythm issues, chest pain, heart attacks, strokes, and erratic blood pressure are a few of these. In Bangladesh, cardiovascula...

Health SciencesHealth ProfessionsHealth Information Management
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Deep Transfer Learning‐Based Foot No‐Ball Detection in Live Cricket Match

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Sudhakar Das, Tanjim Mahmud, Dilshad Islam, Manoara Begum et al.

Journal: Computational Intelligence and NeuroscienceYear: 2023Citations: 81

Automation in every part of life has become a frequent situation because of the rapid advancement of technology, mostly driven by AI technology, and has helped facilitate improved decision-making. Machine learning and the deep learning subset of AI provide machines with the capacity to make judgment...

Social SciencesEconomics, Econometrics and FinanceEconomics and EconometricsOpen Access
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Reason Based Machine Learning Approach to Detect Bangla Abusive Social Media Comments

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Tanjim Mahmud, Sudhakar Das, Michał Ptaszyński, Mohammad Shahadat Hossain et al.

Journal: Lecture notes in networks and systemsYear: 2022Citations: 75
Physical SciencesComputer ScienceArtificial Intelligence
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Exploring Deep Transfer Learning Ensemble for Improved Diagnosis and Classification of Alzheimer’s Disease

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Tanjim Mahmud, Koushick Barua, Anik Barua, Sudhakar Das et al.

Journal: Lecture notes in computer scienceYear: 2023Citations: 71
Life SciencesNeuroscienceNeurology
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Exhaustive Study into Machine Learning and Deep Learning Methods for Multilingual Cyberbullying Detection in Bangla and Chittagonian Texts

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Tanjim Mahmud, Michał Ptaszyński, Fumito Masui

Journal: ElectronicsYear: 2024Citations: 68

Cyberbullying is a serious problem in online communication. It is important to find effective ways to detect cyberbullying content to make online environments safer. In this paper, we investigated the identification of cyberbullying contents from the Bangla and Chittagonian languages, which are both...

Physical SciencesComputer ScienceArtificial IntelligenceOpen Access
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An Approach for Crop Prediction in Agriculture: Integrating Genetic Algorithms and Machine Learning

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Tanjim Mahmud, Nippon Datta, Rishita Chakma, Utpol Kanti Das et al.

Journal: IEEE AccessYear: 2024Citations: 68

Objectives: The agricultural sector in many South Asian countries, including Bangladesh and India, plays a pivotal role in the economy, with a significant portion of the population dependent on it for livelihood. However, farmers often encounter challenges such as unpredictable weather conditions, s...

Life SciencesAgricultural and Biological SciencesPlant ScienceOpen Access
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Automatic Vulgar Word Extraction Method with Application to Vulgar Remark Detection in Chittagonian Dialect of Bangla

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Tanjim Mahmud, Michał Ptaszyński, Fumito Masui

Journal: Applied SciencesYear: 2023Citations: 66

The proliferation of the internet, especially on social media platforms, has amplified the prevalence of cyberbullying and harassment. Addressing this issue involves harnessing natural language processing (NLP) and machine learning (ML) techniques for the automatic detection of harmful content. Howe...

Physical SciencesComputer ScienceArtificial IntelligenceOpen Access
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Exploring BERT and ELMo for Bangla Spam SMS Dataset Creation and Detection

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Fariba Tasnia Khan, Rashed Mustafa, Farzana Tasnim, Tanjim Mahmud et al.

Year: 2023Citations: 62

The proliferation of digital communication and social media platforms has led to an upsurge in spam messages across various languages, including Bangla. These intrusive messages not only cause user annoyance but also elevate the risk of important messages going unnoticed. To address this concern, we...

Physical SciencesComputer ScienceInformation Systems
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Plant Disease Detection in Precision Agriculture: Deep Learning Approaches

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Puja Dey, Tanjim Mahmud, S Nahar, Mohammad Shahadat Hossain et al.

Year: 2024Citations: 59

Plants affect economy, agriculture industry and climate of any country. Therefore it is very important to take care of plants. Like human being, plants are also infected by various disease that are resulted from virus, bacteria, and fungi. It is necessary to identify these diseases in time and cure ...

Life SciencesAgricultural and Biological SciencesPlant Science
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Ensemble Deep Learning Approach for ECG-Based Cardiac Disease Detection: Signal and Image Analysis

Verified

Tanjim Mahmud, Anik Barua, Dilshad Islam, Mohammad Shahadat Hossain et al.

Year: 2023Citations: 54

The classification and identification of arrhythmias using ECG signals hold substantial practical importance in the early prevention and detection of cardiac/cardiovascular disorders. Traditional ECG interpretation, relying on human clinical judgment, is susceptible to errors due to fatigue. Our met...

Health SciencesMedicineCardiology and Cardiovascular Medicine
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An efficient automated vehicle license plate recognition system under image processing

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Dilshad Islam, Tanjim Mahmud, Tanjia Chowdhury

Journal: Indonesian Journal of Electrical Engineering and Computer ScienceYear: 2022Citations: 54

<span lang="EN-US">An automated vehicle license plate recognition system using image processing techniques identifies vehicle numbers without human interference. This system has significant impact because of its good application in various fields like car parking, access control, speed control...

Physical SciencesEngineeringMedia TechnologyOpen Access
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Enhanced Fake News Detection through the Fusion of Deep Learning and Repeat Vector Representations

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Tanjim Mahmud, Imran Hasan, Mohammad Tarek Aziz, Taohidur Rahman et al.

Year: 2024Citations: 51

The rapid dissemination of information across social networks, online news portals, and digital platforms has given rise to a pervasive issue—fake news. This misinformation, deliberately propagated by groups with ulterior motives, has the potential to divert societies in alarming directions. In a di...

Social SciencesSociology and Political ScienceMisinformation and Its Impacts
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Analyzing Sentiments in eLearning: A Comparative Study of Bangla and Romanized Bangla Text Using Transformers

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Md Akash Rahman, Manoara Begum, Tanjim Mahmud, Mohammad Shahadat Hossain et al.

Journal: IEEE AccessYear: 2024Citations: 50

In the modern world, learning is becoming increasingly critical due to rapid technological breakthroughs, which highlight the need for continuous skill development in both the personal and professional spheres. As a result, eLearning is a cutting-edge approach to education that delivers lessons, cou...

Physical SciencesComputer ScienceArtificial IntelligenceOpen Access
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