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Results for “"Dewan Mamun Raza"”

21+ results

Data mining and Region Prediction Based on Crime Using Random Forest

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Dewan Mamun Raza, Debasish Bhattacharjee Victor

Year: 2021Citations: 27

Crime is one of the most critical problems of the today's world which affects the normal life of the society and it breaks the social, and economical flow of a country. The scenario is the same for Bangladesh. This paper focused on prediction of the areas based on crimes instead of the opposite. Thi...

Physical SciencesComputer ScienceArtificial Intelligence
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Real-Time Herb Leaves Localization and Classification Using YOLO

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Md. Jueal Mia, Md. Hasan Imam Bijoy, S.M. Zia Uddin, Dewan Mamun Raza

Year: 2021Citations: 26

Herb leaves plays a significant role to cure various human disease throughout the world. Furthermore, it has had a great impact on clinical science. People have less information about herbs accordingly it turns into an issue to recognize them. Besides, utilizing harmful plants as a drug would genuin...

Life SciencesAgricultural and Biological SciencesPlant Science
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Applications of Computer Vision and Machine Learning in Agriculture: A State-of-the-Art Glimpse

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Md. Tarek Habib, Dewan Mamun Raza, Md. Mohaiminul Islam, Debasish Bhattacharjee Victor et al.

Year: 2022Citations: 16

AI branches many areas including computer vision and machine learning which are growing in a variety of application sectors. In this perspective, the agriculture sector is a promising application space for these two areas. Many efforts have been undertaken to address various agricultural challenges ...

Life SciencesAgricultural and Biological SciencesPlant Science
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Traffic Congestion Prediction using Machine Learning

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Md. Arafath Kafy, Saimon Islam Faisal, Md Lutfor Rahman, Raka Moni et al.

Year: 2024Citations: 9

Due to the world population growing rapidly over time, the number of personal and local vehicles are increasing which is one of the main causes of high traffic on the roads. For high traffic, the average speed of vehicles is decreasing which is known as traffic congestion. It is a very common and al...

Physical SciencesEngineeringBuilding and Construction
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Image dataset for classification of diseases in guava fruits and leaves

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Montasir Rahman Shihab, Nafiu Islam Saim, Mayen Uddin Mojumdar, Dewan Mamun Raza et al.

Journal: Data in BriefYear: 2025Citations: 8

Guava (Psidium guajava) this is a tropical fruit and one of the common tropical fruits in Bangladesh. The economic and health value of this important crop is unmeasurable, but it quickly becomes infected with many diseases that can greatly reduce its yield and quality. Thus, the use of technology fo...

Life SciencesPharmacology, Toxicology and PharmaceuticsPharmacologyOpen Access
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Employee Engagement and Turnover utilizing Logistic Regression

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Dewan Mamun Raza, Firoz Hasan

Journal: 2021 IEEE 8th Uttar Pradesh Section International Conference on Electrical, Electronics and Computer Engineering (UPCON)Year: 2021Citations: 6

Employee Engagement is the main factor in enterprise to achieve success. It also related to organization behavior. Enterprise performance relates to organization productivity, profits and customer satisfaction at the same time to overcome employee turnover. Employee commitment increases based on age...

Social SciencesBusiness, Management and AccountingOrganizational Behavior and Human Resource Management
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Depression Detection from Facebook using Machine Learning Techniques

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Debasish Bhattacharjee Victor, Dewan Mamun Raza

Journal: 2022 6th International Conference on Trends in Electronics and Informatics (ICOEI)Year: 2022Citations: 4

Depression is a chronic ailment and a critical disease that affects day-to-day human activities, feelings, and thoughts. Depression causes sadness or a lack of interest in any day-to-day activities. Today, depression affects more than 200 million individuals worldwide. It may become better if the af...

Social SciencesPsychologySocial Psychology
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Sentiment Analysis from YouTube Video Using Bi-LSTM-GRU Classification

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Firoz Hasan, Dewan Mamun Raza, Hasan Moon, Md. Aynul Hasan Nahid

Journal: Lecture notes in networks and systemsYear: 2024Citations: 3
Physical SciencesComputer ScienceArtificial Intelligence
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Comparative Analysis of Machine Learning Algorithms for Predicting Heart Disease: A Comprehensive Study

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Arafat Sahin Afridi, Md. Abdullah-Al-Kafi, W. Sabbir, Md. Sadekur Rahman et al.

Year: 2024Citations: 3

The most common cause of death in the world is heart disease. The early detection and risk assessment of this disease is crucial to the prevention and treatment of the disease. The predictive power of machine learning is investigated by developing models for heart disease using machine learning. Thi...

Health SciencesHealth ProfessionsHealth Information Management
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A Substantial Deep Learning Approach for Classification of Local and Coastal Fish

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Sajal Das, Shumaiya Akter Shammi, Dewan Mamun Raza

Journal: Communications in computer and information scienceYear: 2023Citations: 3
Physical SciencesEnvironmental ScienceWater Science and Technology
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Real-Time Vehicle fitness detection using YOLOv5

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Md Mohiuddin Khan, Dewan Mamun Raza, Md. Aynul Hasan Nahid

Year: 2023Citations: 3

Road accidents, which are currently a big problem in Bangladesh, are largely caused by unsafe vehicles. Thousands of people are dying in Bangladesh due to road crushes. The huge number of unfit vehicles across the country has been increasing over the years, often leading to dangerous road accidents....

Physical SciencesEngineeringMechanical Engineering
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Feature Engineering for Predicting Consumer Purchase Behavior: A Comprehensive Analysis

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Mousumi Karmakar, Md Abdullah Al Kafi, Arafat Sahin Afridi, W. Sabbir et al.

Journal: Communications in computer and information scienceYear: 2024Citations: 2
Social SciencesBusiness, Management and AccountingMarketing
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Drinking Addiction Predictive Model Using Body Characteristics Machine Learning Approach

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Mousumi Karmakar, Md. Abdullah Al Kafi, W. Sabbir, Arafat Sahin Afridi et al.

Journal: Communications in computer and information scienceYear: 2024Citations: 1
Health SciencesMedicineEpidemiology
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Deciphering the Symptom Spectrum: A Comprehensive Analysis of Migraine Patterns and Types

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Firoz Hasan, Rubina Khatun, Engr. Salman, Tarek Mahmud et al.

Journal: American Journal of Data Mining and Knowledge DiscoveryYear: 2024Citations: 1

Complex neurological diseases like migraine migraine affect a large section of the global population, causing health, social, and economic issues. Migraine causes intense, painful headaches that are usually one-sided and pulsing. Auras, nausea, vomiting, and excessive light and sound sensitivity may...

Health SciencesMedicinePsychiatry and Mental healthOpen Access
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Multiclass Brain Tumor Recognition Using Convolutional Neural Network

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Jahid Hasan Jony, Md. Aynul Hasan Nahid, Nusrat Jahan, Dewan Mamun Raza

Year: 2023Citations: 1

The diagnosis of brain tumors is a tough endeavor that can benefit from computer vision techniques. This study examines the performance of four multiclass brain tumor identification algorithms utilizing magnetic resonance imaging (MRI) data: Convolutional Neural Network (CNN), VGG-16, MobileNetV2, a...

Life SciencesNeuroscienceNeurology
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IoT Network Intrusion Detection Using Ensemble Learning Approach

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Md Firoz Hasan, Md. Hasan Moon, Dewan Mamun Raza

Year: 2023Citations: 1

The Internet of Things (IoT) is a sophisticated paradigm in which a vast number of items are networked together. These interconnected gadgets create a network of intelligent systems that exchange data without the need for computer or human-to-computer communication. These devices gather important da...

Physical SciencesComputer ScienceComputer Networks and Communications
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Prediction of Bengali Newspaper Headline Polarity Using Machine Learning Techniques

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Apu Barua, Dewan Mamun Raza, Mohammad Monirul Islam, Anup Majumder et al.

Journal: Research SquareYear: 2023Citations: 1

Abstract Automated detection of the sentiment of newspaper headlines can save time and effort in reading and help to create a positive environment by reducing the prevalence of negative news and promoting positive news. Negative news can have a variety of effects on society, including Increased fear...

Physical SciencesComputer ScienceArtificial IntelligenceOpen Access
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Beyond Compression: A Unified Multi-Metric Framework for Evaluating Semantic Fidelity in Text Normalization

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Raka Moni, Md Abdullah Al Kafi, Dewan Mamun Raza, Shah Md Tanvir Siddiquee

Journal: SSRN Electronic JournalYear: 2026
Physical SciencesComputer ScienceArtificial IntelligenceOpen Access
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A Model-Agnostic Rapid Prototyping Framework for Image Processing at the Edge

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Md Salman Islam, Md Abdullah Al Kafi, Raka Moni, Atikul Islam Onik et al.

Journal: SSRN Electronic JournalYear: 2026
Physical SciencesComputer ScienceComputer Vision and Pattern RecognitionOpen Access
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SemReD: Self-Supervised Dimensionality Reduction Method For Text Normalization

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Md. Abdullah-Al-Kafi, Raka Moni, Dewan Mamun Raza

Journal: SSRN Electronic JournalYear: 2026
Social SciencesSociology and Political ScienceMisinformation and Its ImpactsOpen Access
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