Search Results - "Swapno, S M Masfequier Rahman"
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A machine learning approach for vocal fold segmentation and disorder classification based on ensemble method
Published in Scientific reports (23-06-2024)“…In the healthcare domain, the essential task is to understand and classify diseases affecting the vocal folds (VFs). The accurate identification of VF disease…”
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Journal Article -
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Modern Subtype Classification and Outlier Detection Using the Attention Embedder to Transform Ovarian Cancer Diagnosis
Published in Tomography (Ann Arbor) (01-01-2024)“…Ovarian cancer, a deadly female reproductive system disease, is a significant challenge in medical research due to its notorious lethality. Addressing ovarian…”
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Performance Improvements of Machine Learning-Based Crime Prediction, A Case Study in Bangladesh
Published in 2024 IEEE 3rd International Conference on Computing and Machine Intelligence (ICMI) (13-04-2024)“…Crime observation examines information on criminal episodes to identify trends in their types, locations, and timing. Forecasting probable criminal activity in…”
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Conference Proceeding -
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A Novel Machine Learning Approach for Fast and Efficient Detection of Mango Leaf Diseases
Published in 2024 IEEE 3rd International Conference on Computing and Machine Intelligence (ICMI) (13-04-2024)“…Monitoring plantation diseases is a fundamental issue for the agricultural industry. Early diagnosis of plant illnesses dramatically affects food quantity and…”
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Conference Proceeding -
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An Adaptive Traffic Signal Management System Incorporating Reinforcement Learning
Published in 2023 Annual International Conference on Emerging Research Areas: International Conference on Intelligent Systems (AICERA/ICIS) (16-11-2023)“…Although there has been a lot of study done on traffic monitoring, control, modeling, and the use of artificial intelligence to handle these problems, there…”
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Conference Proceeding -
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Traffic Light Control Using Reinforcement Learning
Published in 2024 International Conference on Integrated Circuits and Communication Systems (ICICACS) (23-02-2024)“…Nowadays, one of the biggest issues in urban areas is traffic. This problem wastes important time and contributes to air and sound pollution. This affects…”
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Conference Proceeding -
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RETRACTED: Nobel et al. Modern Subtype Classification and Outlier Detection Using the Attention Embedder to Transform Ovarian Cancer Diagnosis. Tomography 2024, 10 , 105-132
Published in Tomography (Ann Arbor) (03-04-2024)“…The Editorial Office retracts the article "Modern Subtype Classification and Outlier Detection Using the Attention Embedder to Transform Ovarian Cancer…”
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Journal Article -
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Skin Cancer Disease Detection Using MCD-GRU: A Deep Learning Approach
Published in 2024 6th International Conference on Electrical Engineering and Information & Communication Technology (ICEEICT) (02-05-2024)“…Cancers of the skin are particularly dangerous. Skin cancer may arise due to genetic abnormalities or mutations in DNA that are not correct. Deaths have…”
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Conference Proceeding -
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IoT-Enabled Smart Manhole Management System for Real-time Status, Water Level, and Gas Detection
Published in 2024 International Conference on Intelligent Systems for Cybersecurity (ISCS) (03-05-2024)“…Regular monitoring of the maintenance manhole system is imperative to uphold the city's health and cleanliness standards. Our study offers an intelligent…”
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Conference Proceeding -
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Deep Learning Based Tuberculosis and Pneumonia Disease Detection Using CNN
Published in 2023 Seventh International Conference on Image Information Processing (ICIIP) (22-11-2023)“…Tuberculosis and pneumonia are debilitating respiratory diseases that pose significant health challenges around the world. For these disorders to be treated…”
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Conference Proceeding -
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Hybrid CNN LSTM Approach for Sentiment Analysis of Bengali Language Comment on Facebook
Published in 2024 International Conference on Integrated Circuits and Communication Systems (ICICACS) (23-02-2024)“…This study addresses the challenge of sentiment analysis in Bengali Facebook comments, where users express their opinions on various topics. Existing sentiment…”
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Conference Proceeding -
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RETRACTED: Modern Subtype Classification and Outlier Detection Using the Attention Embedder to Transform Ovarian Cancer Diagnosis
Published in Tomography (Ann Arbor) (15-01-2024)“…Ovarian cancer, a deadly female reproductive system disease, is a significant challenge in medical research due to its notorious lethality. Addressing ovarian…”
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Journal Article -
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Analyzing Musical Characteristics of National Anthems in Relation to Global Indices
Published 04-04-2024“…Music plays a huge part in shaping peoples' psychology and behavioral patterns. This paper investigates the connection between national anthems and different…”
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Journal Article