Search Results - "Topcu, Ahmet E."

Artificial Intelligence Technology in the Agricultural Sector: A Systematic Literature Review by Elbasi, Ersin, Mostafa, Nour, AlArnaout, Zakwan, Zreikat, Aymen I., Cina, Elda, Varghese, Greeshma, Shdefat, Ahmed, Topcu, Ahmet E., Abdelbaki, Wiem, Mathew, Shinu, Zaki, Chamseddine

“…Due to the increasing global population and the growing demand for food worldwide as well as changes in weather conditions and the availability of water,…”
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Crop Prediction Model Using Machine Learning Algorithms by Elbasi, Ersin, Zaki, Chamseddine, Topcu, Ahmet E., Abdelbaki, Wiem, Zreikat, Aymen I., Cina, Elda, Shdefat, Ahmed, Saker, Louai

“…Machine learning applications are having a great impact on the global economy by transforming the data processing method and decision making. Agriculture is…”
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Machine Learning-Based Text Classification Comparison: Turkish Language Context by Alzoubi, Yehia Ibrahim, Topcu, Ahmet E., Erkaya, Ahmed Enis

“…The growth in textual data associated with the increased usage of online services and the simplicity of having access to these data has resulted in a rise in…”
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Optimizing Agricultural Data Analysis Techniques through AI-Powered Decision-Making Processes by Elbasi, Ersin, Mostafa, Nour, Zaki, Chamseddine, AlArnaout, Zakwan, Topcu, Ahmet E., Saker, Louai

“…The agricultural sector is undergoing a transformative paradigm shift with the integration of advanced technologies, particularly artificial intelligence (AI),…”
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Minimum spanning tree‐based cluster analysis: A new algorithm for determining inconsistent edges by Şaar, Fadi, Topcu, Ahmet E.

“…In recent years, graph‐based data clustering algorithms have become popular as they perform connectivity‐based rather than centroid‐based partitioning. Methods…”
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Parallelization of a meteorological model using message passing interface and CUDA: A case study with the inversion estimation algorithm by Topcu, Ahmet E., Omak, İsameddin

“…Some algorithms deal with large amounts of data and vast and complex calculations, such as the algorithms used in numerical weather models in meteorological…”
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Special issue on High Performance Computing Conference (BASARIM‐2020) by Topcu, Ahmet E., Cibikdiken, Ali Osman

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Transformer-Based Hierarchical Model for Non-Small Cell Lung Cancer Detection and Classification by Imran, Muhammad, Haq, Bushra, Elbasi, Ersin, Topcu, Ahmet E., Shao, Wei

“…Lung cancer is the leading cause of cancer-related deaths worldwide. Early diagnosis significantly improves the 5-year survival rate from 6% in patients with…”
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A hybrid HMM model for travel path inference with sparse GPS samples by Ozdemir, Erdem, Topcu, Ahmet E., Ozdemir, Mehmet Kemal

“…In this study, we propose a novel method for a travel path inference problem from sparse GPS trajectory data. This problem involves localization of GPS samples…”
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OCR Error Correction Using BiLSTM by Kayabas, Ayla, Topcu, Ahmet E., Kilic, Ozkan

“…Language models have critical importance in the pre- and post-processing of optical character recognition (OCR). The quality of documents and scanners is…”
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Characterizing the effectiveness of COVID-19 mitigation measures: A data-centric approach by Olagoke, Lukman O., Topcu, Ahmet E.

“…COVID-19 represents a serious threat to both national health and economic systems. To curb this pandemic, the World Health Organization (WHO) issued a series…”
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Classification of influenza H1N1 and COVID-19 patient data using machine learning by Elbasi, Ersin, Zreikat, Aymen, Mathew, Shinu, Topcu, Ahmet E.

“…COVID-19 is a community-acquired infection with symptoms resembling those of influenza and bacterial pneumonia. It has negatively affected the entire world in…”
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A Survey on Machine Learning and Internet of Things for COVID-19 by Elbasi, Ersin, Mathew, Shinu, Topcu, Ahmet E., Abdelbaki, Wiem

“…COVID-19 has affected many areas of life worldwide, such as the economy, education, security, social life, and health. In this work, we survey research papers…”
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Healthcare Security Based on Blockchain within Multi-parameter Chaotic Map by Nsaif Drebee, Azhar Hasan, Topcu, Ahmet E., Alagrash, Yasamin

“…Healthcare-related costs still pose problems despite the availability of large quantities of healthcare information. In this paper we propose reducing…”
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Enhanced Plant Leaf Classification over a Large Number of Classes Using Machine Learning by Elbasi, Ersin, Topcu, Ahmet E., Cina, Elda, Zreikat, Aymen I., Shdefat, Ahmed, Zaki, Chamseddine, Abdelbaki, Wiem

“…In botany and agriculture, classifying leaves is a crucial process that yields vital information for studies on biodiversity, ecological studies, and the…”
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A novel hybrid algorithm for morphological analysis: artificial Neural-Net-XMOR by KAYABAŞ, AYLA, TOPCU, AHMET ERCAN, KILIÇ, ÖZKAN

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Robust and Secure Watermarking Algorithm Based on High Frequencies of Integer Wavelet Transform by Elbasi, Ersin, Topcu, Ahmet E., Alzoubi, Yehia, Mohammed, Ahmed A.

“…Nowadays, copyright owners, movie studios, photographers, software developers, and other content owners are concerned about copyright protection because of the…”
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Anticipate Movie Theme from Subtitle: A Deep Learning Approach by Alzoubi, Yehia Ibrahim, Topcu, Ahmet E., Elbasi, Ersin, Buyukyilmaz, Mucahit, Cibikdiken, Ali Osman

“…In the age of big data, prediction is crucial to making accurate assumptions about connected data. People must use other relevant data to determine the proper…”
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Integrated collaborative information systems by Topcu, Ahmet E

“…The evaluation of the Web shows that people want to access information easily, store them in a personal way, and share them with others. There have been…”
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Integrated collaborative information systems by Topcu, Ahmet E

“…The evaluation of the Web shows that people want to access information easily, store them in a personal way, and share them with others. There have been…”
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