Safial Islam Ayon

Safial Islam Ayon
Green University of Bangladesh · Department of Computer Science and Engineering

Master of Science

About

18
Publications
25,018
Reads
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533
Citations
Introduction
I am Safial Islam Ayon. I completed my graduation from Dept. of CSE, KUET. I am working as a Lecturer in the Dept. of CSE at the Green University of Bangladesh. At present, I am a M.Sc. student in the Data Science program at the University of Potsdam, Germany. My research interest in Swarm Intelligence, Data Science, and Machine Learning. I mainly work on optimization and classification-related problems.
Additional affiliations
January 2020 - present
Green University of Bangladesh
Position
  • Lecturer
Education
April 2015 - February 2019
Khulna University of Engineering and Technology
Field of study
  • Computer Science and Engineering

Publications

Publications (18)
Conference Paper
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 rational factors is known as game theory. In other terms...
Article
Full-text available
Security is regarded as a key concern of home automation systems since it ensures the resident's comfort and well-being. As crime is piling up rapidly in today's culture, home defense devices are very important. With the advent of innovative technology in recent years, homeowners can go outside the home with relief as modern home security systems o...
Article
Full-text available
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 crime protection agencies to solve the crime rate in...
Conference Paper
Full-text available
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 environment is essential because weather changes...
Conference Paper
Full-text available
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 loads. The most widely used control process of th...
Conference Paper
Full-text available
There are many models that can be used to make intelligent behaviors in solving complex problems. Game theory is one of them and can be used efficiently in decision making. In this paper, we study an evolutionary game theory algorithm (EGTA) and tested the algorithm in optimization function. It works with a set of players (i.e., solutions) and used...
Article
Full-text available
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 for public use. Most of the government efforts are...
Article
Full-text available
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 quicker solution to contain and tackle the furthe...
Preprint
Full-text available
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 and quicker solution to contain and tackle the furth...
Article
Full-text available
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 dangerous than all other diseases. In this paper, we co...
Conference Paper
Full-text available
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 box. The smart security box is fully automated and...
Article
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 intelligence (SI). The developed SI algorithms ar...
Conference Paper
Full-text available
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. Accurate estimate of defect software prediction proce...
Article
Full-text available
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 badly needs to develop a system that can effectiv...
Conference Paper
Full-text available
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), also test their proficiency in TSP. This study in...
Conference Paper
Full-text available
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. This paper proposes a new method to solve TSP base...

Questions

Questions (12)
Question
How can I choose the best model for sample size calculation? The data is continuous. If possible please also the reason behind that.

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