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Results for “"Md. Milon Islam"”

16+ results

Attack and anomaly detection in IoT sensors in IoT sites using machine learning approaches

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Md. Mahmudul Hasan, Md. Milon Islam, Md Ishrak Islam Zarif, M. M. A. Hashem

Journal: Internet of ThingsYear: 2019Citations: 827

Attack and anomaly detection in the Internet of Things (IoT) infrastructure is a rising concern in the domain of IoT. With the increased use of IoT infrastructure in every domain, threats and attacks in these infrastructures are also growing commensurately. Denial of Service, Data Type Probing, Mali...

Physical SciencesComputer ScienceComputer Networks and CommunicationsOpen Access
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A combined deep CNN-LSTM network for the detection of novel coronavirus (COVID-19) using X-ray images

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Md. Zabirul Islam, Md. Milon Islam, Amanullah Asraf

Journal: Informatics in Medicine UnlockedYear: 2020Citations: 623

Nowadays, automatic disease detection has become a crucial issue in medical science due to rapid population growth. An automatic disease detection framework assists doctors in the diagnosis of disease and provides exact, consistent, and fast results and reduces the death rate. Coronavirus (COVID-19)...

Health SciencesMedicineRadiology, Nuclear Medicine and ImagingOpen Access
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Development of Smart Healthcare Monitoring System in IoT Environment

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Md. Milon Islam, Ashikur Rahaman, Md. Rashedul Islam

Journal: SN Computer ScienceYear: 2020Citations: 582

Healthcare monitoring system in hospitals and many other health centers has experienced significant growth, and portable healthcare monitoring systems with emerging technologies are becoming of great concern to many countries worldwide nowadays. The advent of Internet of Things (IoT) technologies fa...

Physical SciencesComputer ScienceComputer Networks and CommunicationsOpen Access
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Breast Cancer Prediction: A Comparative Study Using Machine Learning Techniques

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Md. Milon Islam, Md. Rezwanul Haque, Hasib Iqbal, Md. Munirul Hasan et al.

Journal: SN Computer ScienceYear: 2020Citations: 349
Physical SciencesComputer ScienceArtificial Intelligence
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Coronary Artery Heart Disease Prediction: A Comparative Study of Computational Intelligence Techniques

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Safial Islam Ayon, Md. Milon Islam, Md Rahat Hossain

Journal: IETE Journal of ResearchYear: 2020Citations: 256

Diseases is an unusual circumstance that affects single or more parts of a human’s body. Because of lifestyle and patrimonial, different kinds of disease are increasing day by day. Among all those diseases, heart disease turns out to be the most common disease and the impact of this ailment is dange...

Health SciencesHealth ProfessionsHealth Information ManagementOpen Access
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Graphene Quantum Dots (GQDs) for Bioimaging and Drug Delivery Applications: A Review

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Manik Chandra Biswas, Md Tariqul Islam, P. Nandy, Md. Milon Hossain

Journal: ACS Materials LettersYear: 2021Citations: 250

Quantum dots (QDs) exhibit unique physicochemical and optical properties that are suitable for photovoltaic cells, light-emitting diodes, and optoelectronic devices; however, unlike selenium and tellurium/metal-sulfide-based QDs, graphene quantum dots (GQDs) are comparatively less toxic and biocompa...

Physical SciencesMaterials ScienceMaterials Chemistry
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Predictive Data Mining Models for Novel Coronavirus (COVID-19) Infected Patients’ Recovery

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L. J. Muhammad, Md. Milon Islam, Sani Sharif Usman, Safial Islam Ayon

Journal: SN Computer ScienceYear: 2020Citations: 245

Novel coronavirus (COVID-19 or 2019-nCoV) pandemic has neither clinically proven vaccine nor drugs; however, its patients are recovering with the aid of antibiotic medications, anti-viral drugs, and chloroquine as well as vitamin C supplementation. It is now evident that the world needs a speedy and...

Health SciencesMedicineRadiology, Nuclear Medicine and ImagingOpen Access
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Diabetes Prediction: A Deep Learning Approach

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Safial Islam Ayon, Md. Milon Islam

Journal: International Journal of Information Engineering and Electronic BusinessYear: 2019Citations: 210

Nowadays, Diabetes is one of the most common and severe diseases in Bangladesh as well as all over the world. It is not only harmful to the blood but also causes different kinds of diseases like blindness, renal disease, kidney problem, heart diseases etc. that causes a lot of death per year. So, it...

Health SciencesHealth ProfessionsHealth Information ManagementOpen Access
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An Automated System to Limit COVID-19 Using Facial Mask Detection in Smart City Network

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Mohammad Marufur Rahman, Md. Motaleb Hossen Manik, Md. Milon Islam, Saifuddin Mahmud et al.

Journal: 2020 IEEE International IOT, Electronics and Mechatronics Conference (IEMTRONICS)Year: 2020Citations: 209

COVID-19 pandemic caused by novel coronavirus is continuously spreading until now all over the world. The impact of COVID-19 has been fallen on almost all sectors of development. The healthcare system is going through a crisis. Many precautionary measures have been taken to reduce the spread of this...

Health SciencesMedicineRadiology, Nuclear Medicine and ImagingOpen Access
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Prediction of breast cancer using support vector machine and K-Nearest neighbors

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Md. Milon Islam, Hasib Iqbal, Md. Rezwanul Haque, Md. Kamrul Hasan

Year: 2017Citations: 206

Breast Cancer is one of the most exquisite and internecine disease among all of the diseases in medical science. It is one of the crucial reasons of death among the females all over the world. We present a novel modality for the prediction of breast cancer and introduces with the Support Vector Mach...

Physical SciencesComputer ScienceArtificial Intelligence
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Emotion Recognition From EEG Signal Focusing on Deep Learning and Shallow Learning Techniques

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Md. Rabiul Islam, Mohammad Ali Moni, Md. Milon Islam, Md. Rashed-Al-Mahfuz et al.

Journal: IEEE AccessYear: 2021Citations: 185

Recently, electroencephalogram-based emotion recognition has become crucial in enabling the Human-Computer Interaction (HCI) system to become more intelligent. Due to the outstanding applications of emotion recognition, e.g., person-based decision making, mind-machine interfacing, cognitive interact...

Social SciencesPsychologyExperimental and Cognitive PsychologyOpen Access
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Developing Walking Assistants for Visually Impaired People: A Review

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Md. Milon Islam, Muhammad Sheikh Sadi, Kamal Z. Zamli, Md. Manjur Ahmed

Journal: IEEE Sensors JournalYear: 2019Citations: 165

The development of walking assistants for visually impaired people has become a prominent research area due to the rapid growth of these individuals in recent decades. Although numerous frameworks have been developed to aid visually impaired people, a considerable portion of these is limited in thei...

Life SciencesNeuroscienceCognitive Neuroscience
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EEG Channel Correlation Based Model for Emotion Recognition

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Md. Rabiul Islam, Md. Milon Islam, Md. Mustafizur Rahman, Chayan Mondal et al.

Journal: Computers in Biology and MedicineYear: 2021Citations: 162

Emotion recognition using Artificial Intelligence (AI) is a fundamental prerequisite to improve Human-Computer Interaction (HCI). Recognizing emotion from Electroencephalogram (EEG) has been globally accepted in many applications such as intelligent thinking, decision-making, social communication, f...

Life SciencesNeuroscienceCognitive NeuroscienceOpen Access
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EMCNet: Automated COVID-19 diagnosis from X-ray images using convolutional neural network and ensemble of machine learning classifiers

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Prottoy Saha, Muhammad Sheikh Sadi, Md. Milon Islam

Journal: Informatics in Medicine UnlockedYear: 2020Citations: 161

Recently, coronavirus disease (COVID-19) has caused a serious effect on the healthcare system and the overall global economy. Doctors, researchers, and experts are focusing on alternative ways for the rapid detection of COVID-19, such as the development of automatic COVID-19 detection systems. In th...

Health SciencesMedicineRadiology, Nuclear Medicine and ImagingOpen Access
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Functional textiles and composite based wearable thermal devices for Joule heating: progress and perspectives

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Omar Faruk, Abbas Ahmed, Mohammad Abdul Jalil, M. Tauhidul Islam et al.

Journal: Applied Materials TodayYear: 2021Citations: 156

Balancing personal thermal comfort is crucial through controlled heating for thermal management and energy saving. The traditional thermo-regulation systems consume a vast amount of energy to maintain thermal comfort. Thus, advanced materials and strategies have been devised to design wearable devic...

Physical SciencesEngineeringCivil and Structural Engineering
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