Search Results - "Yıldırım Okay, Feyza"

Routing in Fog-Enabled IoT Platforms: A Survey and an SDN-Based Solution by Okay, Feyza Yildirim, Ozdemir, Suat

“…Fog computing is a promising technology that helps overcome to the difficulties of handling a huge amount of Internet of Things (IoT) data by distributing its…”
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Explainable Artificial Intelligence (XAI) for Internet of Things: A Survey by Kok, Ibrahim, Okay, Feyza Yildirim, Muyanli, Ozgecan, Ozdemir, Suat

“…Artificial intelligence (AI) and Machine Learning (ML) are widely employed to make the solutions more accurate and autonomous in many smart and intelligent…”
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A deep learning-based CEP rule extraction framework for IoT data by Simsek, Mehmet Ulvi, Yildirim Okay, Feyza, Ozdemir, Suat

“…With the recent developments in Internet of Things (IoT), the number of sensors that generate raw data with high velocity, variety, and volume is tremendously…”
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Unveiling anomalies: a survey on XAI-based anomaly detection for IoT by EREN, Esin, YILDIRIM OKAY, Feyza, ÖZDEMİR, Suat

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Big data analytics for default prediction using graph theory by Yıldırım, Mustafa, Okay, Feyza Yıldırım, Özdemir, Suat

“…•We improve the success of default prediction models by using graph theory.•Big data platform is used to ensure high performance in terms of time and…”
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Fog computing‐based privacy preserving data aggregation protocols by Yildirim Okay, Feyza, Ozdemir, Suat, Xiao, Yang

“…As the number of active Internet of Things (IoT) devices increases, managing and securing the enormous amount of data generated by these devices become harder…”
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Road to efficiency: Mobility-driven joint task offloading and resource utilization protocol for connected vehicle networks by Akyıldız, Oğuzhan, Okay, Feyza Yıldırım, Kök, İbrahim, Özdemir, Suat

“…Connected Vehicle Networks (CVNs) is an emerging technology that enables vehicles to communicate with each other and with various Internet of Things (IoT)…”
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Fusion of Image Transformation Techniques for IoT-based Multivariate Time-Series by Bamus, Imran, Yıldırım Okay, Feyza, Gün, Abdullah Enes, Demirci, Sedef

“…The emergence of the Internet of Things (IoT) has ushered in a new era of data generation, with the opportunity for data to become a key element of connected…”
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TPS3: A privacy preserving data collection protocol for smart grids by Şimşek, Mehmet Ulvi, Yıldırım Okay, Feyza, Mert, Dilan, Özdemir, Suat

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A P4-assisted task offloading scheme for Fog networks: An intelligent transportation system scenario by Akyıldız, Oğuzhan, Kök, İbrahim, Okay, Feyza Yıldırım, Özdemir, Suat

“…In Fog-based Internet of Things (IoT) networks, Fog computing offers great promises to achieve efficient task processing among IoT devices and the Cloud with…”
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FogAI: An AI-supported fog controller for Next Generation IoT by Kök, İbrahim, Okay, Feyza Yıldırım, Özdemir, Suat

“…In this paper, we present a novel artificial intelligence-based fog controller, called FogAI that provides a versatile control mechanism to the fog layer…”
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Priority enabled content based forwarding in fog computing via SDN by İNAĞ, YASİN, GÜZEL, METEHAN, OKAY, FEYZA YILDIRIM, DEMİRCİ, MEHMET, ÖZDEMİR, SUAT

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Malicious Firmware Detection on Embedded Systems Using Deep Learning by Yapicioglu, Cengizhan, Okay, Feyza Yildirim, Demirci, Mehmet

“…IoT devices are extensively employed in various domains like smart homes, transportation, and health systems. However, with the growing usage of these devices,…”
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A Novel Blockchain Based Decentralized Data Management Model for Swarm UAV Systems by Acikgoz, Gokberk, Okay, Feyza Yildirim, Ozdemir, Suat

“…Blockchain technology offers a promising solution for decentralized data sharing and communication among IoT devices. The decentralization aspect of blockchain…”
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Kablosuz Algılayıcı Ağlarda Ortam Erişim Protokolleri by YILDIRIM OKAY, Feyza, ÖZDEMİR, Suat

“…Kablosuz Algılayıcı Ağlar (KAA) son yıllarda hızla gelişen ve araştırmacıların üzerinde çalıştığı konulardan biridir. Çok geniş bir kullanım alanı olan…”
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Kablosuz Algılayıcı Ağlarda Kapsama Alanının Çok Amaçlı Evrimsel Algoritmalar İle Artırılması by Okay,Feyza Yıldırım, Özdemir,Suat

“…Kablosuz Algılayıcı Ağlarda (KAA) algılayıcı düğümlerin sahaya dağıtımı üzerinde durulması gereken önemli konulardan biridir. Uygun bir dağıtım ile…”
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A comparative analysis on the reliability of interpretable machine learning by Yıldırım, Mustafa, Yıldırım Okay, Feyza, Özdemir, Suat

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A fog computing based smart grid model by Okay, Feyza Yildirim, Ozdemir, Suat

“…Traditional electric generation based on fossil fuel consumption threatens the humanity with global warming, climate change, and increased carbon emission…”
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Image Transformation for IoT-based Anomaly Detection by Bamus, Imran, Okay, Feyza Yildirim

“…In the rapidly evolving environment of the Internet of Things (IoT), anomaly detection plays an important role in ensuring the security and reliability of…”
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A secure data aggregation protocol for fog computing based smart grids by Okay, Feyza Yildirim, Ozdemir, Suat

“…In Smart Grids (SGs), data aggregation process is essential in terms of limiting packet size, data transmission amount and data storage requirements. This…”
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