Umit Can

• university of munzur

In this study, the effects of the production parameters used in injection molding of particle-reinforced thermoplastics on the product quality and mechanical properties of the produced part are modeled using an optimized Genetic Algorithm-Long Short Term Memory (GA-LSTM) hybrid deep learning method. Here, LDPE, HDPE, and PP, the most important memb...

Increasing industrialization, population growth, urbanization and increase in fossil fuel consumption lead to air pollution that affects human health by polluting the atmosphere. Particulate matter, known as PM10 and PM2.5, are air pollutants that can remain suspended in the air in solid, liquid or both states. Substances are described according to...

Two major earthquakes in Kahramanmaraş on February 6, 2023, 9 hours apart, affected many countries, especially Turkey and Syria. It caused the death and injury of thousands of people. Earthquake survivors shared their help on social media after the earthquake. While people under the rubble shared some posts, some were for living materials. There we...

Weather events directly affect human activities. In particular, extreme weather events with global warming, forest fires, and high air temperatures that cause drought make human life difficult. Effective and accurate weather prediction models are needed to take precautions against such climatic events. Therefore, it is essential to develop models t...

COVID-19 is a disease caused by the SARS-CoV-2 virus that emerged in December 2019 in Wuhan, China. This virus, which can be transmitted quickly, spread worldwide quickly, causing many people to be infected and even killed. The rapid course of the epidemic made managing medical resources difficult. Intensive care units play an important role in sav...

Today, hate speech is widespread and persistent in various forms on social networking platforms, targeting different minority groups. These attacks can be carried out using various factors such as racial, religious, gender, and physical disability, etc. Considering the number of people and their interactions, social networks are the most important...

Although states take various measures to prevent air pollution, air pollutants continue to exist as an important problem in the world. One air pollutant that seriously affects human health is called PM2.5 (particles smaller than 2.5 micrometers in diameter). These particles pose a serious threat to human health. For example, it can penetrate deep i...

Covid-19 pandemisi, insanlığın son zamanlarda karşılaştığı en büyük zorluklardan biridir. Henüz tedavi edici bir ilaç geliştirilemediği için tüm dünyayı sosyal ve ekonomik anlamda olumsuz etkilemektedir. Covid-19’un etkilerini ve vücutta bıraktığı hasarı en aza indirmek için farklı aşı çalışmaları yapılmıştır. Dünya genelinde insanlar aşılanarak sa...

Salgınlar tarih boyunca çeşitli zaman dilimlerinde ortaya çıkmış ve insan topluluklarına ciddi zararlar vermiştir. Günümüzde ise bu salgınların modern versiyonu Covid-19 milyonlarca insanın hayatını kaybetmesine ve bir o kadarının da sağlık sorunları yaşamasına yol açmıştır. Tüm dünya, altyapı, finans, veri kaynakları, koruyucu donanımlar, hayati r...

In the 19th and 20th centuries, social networks have been an important topic in a wide range of fields from sociology to education. However, with the advances in computer technology in the 21st century, significant changes have been observed in social networks, and conventional networks have evolved into online social networks. The size of these ne...

The use of online social networks has made significant progress in recent years as the use of the Internet has become widespread worldwide as the technological infrastructure and the use of technological products evolve. It has become more suitable to reach online social networking sites such as Facebook, Twitter, Instagram and LinkedIn via the int...

New information technologies have led to the rapid and effective growth of social networks. The amount of data produced by social networks has increased the value of the big data concept, which is one of the popular current phenomena. The immediate or unpredictable effects of a wide array of economic activities on large masses and the reactions to...

Nature-inspired metaheuristic algorithms have been recognized as powerful global optimization techniques in the last few decades.Many different metaheuristic optimization algorithms have been presented and successfully applied to different types of problems. In this paper; seven of newest metaheuristic algorithms namely, Ant Lion Optimization, Drag...

The classical optimization algorithms are not efficient in solving complex search and optimization problems. Thus, some heuristic optimization algorithms have been proposed. In this paper, exploration of association rules within numerical databases with Gravitational Search Algorithm (GSA) has been firstly performed. GSA has been designed as search...