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Results for “"Safial Islam Ayon"”

16+ results

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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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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Discrete Spider Monkey Optimization for Travelling Salesman Problem

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M. A. H. Akhand, Safial Islam Ayon, Shaikh Akib Shahriyar, Nazmul Siddique et al.

Journal: Applied Soft ComputingYear: 2019Citations: 220

Meta-heuristic algorithms inspired by biological species have become very popular in recent years. Collective intelligence of various social insects such as ants, bees, wasps, termites, birds, fish, has been investigated to develop a number of meta-heuristic algorithms in the general domain of swarm...

Physical SciencesComputer ScienceArtificial IntelligenceOpen 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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Wearable Technology to Assist the Patients Infected with Novel Coronavirus (COVID-19)

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Md. Milon Islam, Saifuddin Mahmud, L. J. Muhammad, Md. Rabiul Islam et al.

Journal: SN Computer ScienceYear: 2020Citations: 125

Wearable technology plays a significant role in our daily life as well as in the healthcare industry. The recent coronavirus pandemic has taken the world's healthcare systems by surprise. Although trials of possible vaccines are underway, it would take a long time before the vaccines are permitted f...

Health SciencesMedicineRadiology, Nuclear Medicine and ImagingOpen Access
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Neural Network based Software Defect Prediction using Genetic Algorithm and Particle Swarm Optimization

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Safial Islam Ayon

Journal: 2019 1st International Conference on Advances in Science, Engineering and Robotics Technology (ICASERT)Year: 2019Citations: 36

In the arena of software engineering, software defects prediction is one of the most attractive research topics. Here the main task is to predict if there is any bug in the software or not. For software testing, software defect detection is important for reducing the time and resources consumed. Acc...

Physical SciencesComputer ScienceInformation Systems
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Modified Grey Wolf Optimization to Solve Traveling Salesman Problem

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Dibbendu Singha Sopto, Safial Islam Ayon, M. A. H. Akhand, Nazmul Siddique

Year: 2018Citations: 31

Traveling Salesman Problem (TSP) is arguably the most familiar combinatorial optimization problem. TSP is also a very popular benchmark problem for performance verification of new optimization algorithms even though the algorithms are developed for different problems such as numerical optimization. ...

Physical SciencesComputer ScienceArtificial Intelligence
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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: Research SquareYear: 2020Citations: 25

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

Health SciencesMedicineRadiology, Nuclear Medicine and ImagingOpen Access
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Efficient IoT based Weather Station

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Abu Saleh Bin Shahadat, Safial Islam Ayon, Most. Rokeya Khatun

Journal: 2020 IEEE International Women in Engineering (WIE) Conference on Electrical and Computer Engineering (WIECON-ECE)Year: 2020Citations: 21

In this paper, a new approach to practical and meaningful utilization of technology within a smart weather station system is presented. Weather station gives efficiency with instruments as well as equipment for measuring atmospheric data about the weather forecast conditions. Weather checking of the...

Physical SciencesComputer ScienceComputer Networks and Communications
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Intelligent feature selection model based on particle swarm optimization to detect phishing websites

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Theyab R. Alsenani, Safial Islam Ayon, Sayeda Mayesha Yousuf, Fahad Bin Kamal Anik et al.

Journal: Multimedia Tools and ApplicationsYear: 2023Citations: 16
Physical SciencesComputer ScienceInformation Systems
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Spider Monkey Optimization to Solve Traveling Salesman Problem

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Safial Islam Ayon, M. A. H. Akhand, Shaikh Akib Shahriyar, Nazmul Siddique

Year: 2019Citations: 13

Traveling Salesman Problem (TSP) is the most well-known combinatorial optimization real-world problem. TSP is also very popular to check proficiency in any newly developed optimization method. In addition, the optimization methods, which are developed for other tasks (e. g., numerical optimization),...

Physical SciencesEngineeringIndustrial and Manufacturing Engineering
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Data mining technique to analyse and predict crime using crime categories and arrest records

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Most. Rokeya Khatun, Safial Islam Ayon, Md Rahat Hossain, Mohammed Jaber Alam

Journal: Indonesian Journal of Electrical Engineering and Computer ScienceYear: 2021Citations: 9

Generally, crimes influence organisations as it starts occurring frequently in society. Because of having many dimensions of crime data, it is difficult to mine the available information using off the shelf or statistical data analysis tools. Improving this process will aid the police as well as cri...

Social SciencesSociology and Political ScienceCrime Patterns and InterventionsOpen Access
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Performance Analysis of Three-Phase Inverter for Minimizing Total Harmonic Distortion Using Space Vector Pulse Width Modulation Technique

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Md. Tonmoy Islam, Safial Islam Ayon

Year: 2020Citations: 9

Photovoltaic (PV) energy is a clean and endless vital renewable energy. To generate electricity from solar energy an inverter is required to transform the dc current into alternating current. Most three-phase two-level inverters draw harmonics that cause waveform distortion and affect the electrical...

Physical SciencesEngineeringElectrical and Electronic Engineering
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Smart Security Box using Arduino and GSM Module

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Safial Islam Ayon, Abu Saleh Bin Shahadat

Year: 2019Citations: 3

Security is considered as one of the key issues of the home automation systems because it warrants the convenience and wellbeing to the residents. This paper presents a smart security box that sends messages to the authorized user if an unauthorized user attempts to breach the security of the smart ...

Physical SciencesEngineeringElectrical and Electronic Engineering
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SSGTA: A Novel Swap Sequence based Game Theory Algorithm for Traveling Salesman Problem

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Abu Saleh Bin Shahadat, Safial Islam Ayon, Most. Rokeya Khatun

Year: 2021Citations: 1

Many approaches have been developed to make intelligent moves imitating rational decision-makers. Game theory provides a theoretical framework that can be efficiently employed in solving complex optimization problems. The area of applied mathematics that investigates the strategic behavior of ration...

Physical SciencesComputer ScienceArtificial Intelligence
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