Browsing by Author "Jamil, Akhtar"
Now showing items 1-8 of 8
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Abalone age prediction using machine learning
Guney, Seda; Kilinc, Irem; Hameed, Alaa Ali; Jamil, Akhtar (Springer Science and Business Media Deutschland GmbH, 2022)Abalone is a marine snail found in the cold coastal regions. Age is a vital characteristic that is used to determine its worth. Currently, the only viable solution to determine the age of abalone is through very detailed ... -
Artificial intelligence approach for modeling house price prediction
Cekic, Melihsah; Korkmaz, Kubra Nur; Mukus, Habib; Hameed, Alaa Ali; Jamil, Akhtar; Soleimani, Faezeh (Institute of Electrical and Electronics Engineers Inc., 2022)Indexed keywords SciVal Topics Abstract Real estate has a vast market volume across the globe. This domain has been growing significantly in the past few decades. An accurate prediction can help buyers, and other ... -
Assessing the spreading behavior of the Covid-19 epidemic: a case study of Turkey
Demir, Erdem; Canitez, Muhammed Nafiz; Elazab, Mohamed; Hameed, Alaa Ali; Jamil, Akhtar; Al-Dulaimi, Abdullah Ahmed (Institute of Electrical and Electronics Engineers Inc., 2022)Coronavirus (Covid-19) disease is a rapidly spreading type of virus that was discovered in Wuhan, China, and emerged towards the end of 2019. During this period, various studies were conducted, and intensive studies are ... -
Deep learning for liver disease prediction
Mutlu, Ebru Nur; Devim, Ayse; Hameed, Alaa Ali; Jamil, Akhtar (Springer Science and Business Media Deutschland GmbH, 2022)Mining meaningful information from huge medical datasets is a key aspect of automated disease diagnosis. In recent years, liver disease has emerged as one of the commonly occurring diseases across the world. In this paper, ... -
Efficient artificial intelligence-based models for COVID-19 disease detection and diagnosis from CT-Scans
Masood, Muhammad Zargham; Jamil, Akhtar; Hameed, Alaa Ali (Institute of Electrical and Electronics Engineers Inc., 2022)COVID-19 is contagious virus that first emerged in China in 2019's last month. It mainly infects the both the lungs and the respiratory system. The virus has severely impacted life and the economy, which exposed threats ... -
A faster dynamic convergency approach for self-organizing maps
Jamil, Akhtar; Hameed, Alaa Ali; Orman, Zeynep (SPRINGER HEIDELBERG, 2022)This paper proposes a novel variable learning rate to address two main challenges of the conventional Self-Organizing Maps (SOM) termed VLRSOM: high accuracy with fast convergence and low topological error. We empirically ... -
Monocular vision with deep neural networks for autonomous mobile robots navigation
Sleaman, Walead Kaled; Hameed, Alaa Ali; Jamil, Akhtar (Elsevier, 2022)Enabling mobile robots to explore the formerly unidentified environment is a challenging task. The current paper describes the internal analysis algorithm for mobile robots that combines various convolutional neural network ... -
Understanding the user-generated geographic information by utilizing big data analytics for health care
Ullah, Hidayat; Hameed, Alaa Ali; Rizvi, Sanam Shahla; Jamil, Akhtar; Kwon, Se Jin (HINDAWI LTD, 2022)There are two main ways to achieve an active lifestyle, the first is to make an effort to exercise and second is to have the activity as part of your daily routine. The study's major purpose is to examine the influence of ...
