Yazar "AGÜ, Mühendislik Fakültesi, Bilgisayar Mühendisliği Bölümü" için Fakülteler listeleme
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QoSRP: A Cross-Layer QoS Channel-Aware Routing Protocol for the Internet of Underwater Acoustic Sensor Networks
Faheem, Muhammad; Butt, Rizwan Aslam; Raza, Basit; Alquhayz, Hani; Ashraf, Muhammad Waqar; Shah, Syed Bilal; Ngadi, Md Asri; Gungor, Vehbi Cagri (MDPI, ST ALBAN-ANLAGE 66, CH-4052 BASEL, SWITZERLAND, 2019)Quality of service (QoS)-aware data gathering in static-channel based underwater wireless sensor networks (UWSNs) is severely limited due to location and time-dependent acoustic channel communication characteristics. This ... -
Quality-of-service differentiation in single-path and multi-path routing for wireless sensor network-based smart grid applications
Sahin, Dilan; Gungor, Vehbi Cagri; Kocak, Taskin; Tuna, Gurkan (ELSEVIER, 2014)Electrical grid is one of the most important infrastructure of the modern nation. However, power grid has been aged over 100 years and prone to major failures. The imbalance between power demand and supply, the equipment ... -
Realizing the wireless technology in internet of things (IoT)
Kogias, Dimitrios G.; Michailidis, Emmanouel T.; Tuna, Gurkan; Gungor, Vehbi Cagri (Springer Singapore, 2018)The evolution of the Internet of Things (IoT) has been highly based on the advances on wireless communications and sensing capabilities of smart devices, along with a, still increasing, number of applications that are being ... -
Recent Advances in Machine Learning for Network Automation in the O-RAN
Hamdan, Mutasem Q.; Lee, Haeyoung; Triantafyllopoulou, Dionysia; Borralho, Ruben; Kose, Abdulkadir; Amiri, Esmaeil; Mulvey, David; Yu, Wenjuan; Zitouni, Rafik; Pozza, Riccardo; Hunt, Bernie; Bagheri, Hamidreza; Foh, Chuan Heng; Heliot, Fabien; Chen, Gaojie; Xiao, Pei; Wang, Ning; Tafazolli, Rahim (MDPI, 2023)The evolution of network technologies has witnessed a paradigm shift toward open and intelligent networks, with the Open Radio Access Network (O-RAN) architecture emerging as a promising solution. O-RAN introduces ... -
Recursive Cluster Elimination based Rank Function (SVM-RCE-R) implemented in KNIME
Yousef, Malik; Bakir Gungor, Burcu; Jabeer, Amhar; Goy, Gokhan; Qureshi, Rehman; C Showe, Louise (F1000 Research, 2020)In our earlier study, we proposed a novel feature selection approach, Recursive Cluster Elimination with Support Vector Machines (SVM-RCE) and implemented this approach in Matlab. Interest in this approach has grown over ... -
The relationship between PAPP-A levels, maternal characteristics, gestational diabetes and other biochemical markers of the aneuploidy screening
Uzut, Ommu Gulsum; Celebiler, Hande Kaymakcalan; Harkonen, Juho; Bakir-Gungor, Burcu (IEEE, 345 E 47TH ST, NEW YORK, NY 10017 USA, 2018)First trimester aneuploidy screening is routinely used in pregnancy follow-ups. In this screening, free /l-hCG and pregnancy-associated plasma protein A (PAPP-A) levels in the blood of the pregnant woman arc measured. The ... -
The relationship between TSH levels, maternal characteristics and racial group of the aneuploidy screening
Soylemez, Ummu Gulsum; Celebiler, Hande Kaymakcalan; Harkonen, Juho; Bakir-Gungor, Burcu (Institute of Electrical and Electronics Engineers Inc., 2022)First-trimester maternal screening is a widely used test for detecting fetal aneuploidies and neural tube defects for over two decades. Human chorionic gonadotropin hormone (beta-hCG) and pregnancy-associated plasma protein ... -
A reliable and secure multi-path routing strategy for underwater acoustic sensor networks
Uyan, Osman Gokhan; Akbas, Ayhan; Gungor, Vehbi Cagri (ELSEVIER, 2022)Underwater Acoustic Sensor Networks (UASNs) have nowadays become an attractive topic in scientific studies and commercial applications. An important challenge in UASN’s design is the limited network lifetime and ... -
Reply to Stoimenis et al
Bakir Güngör, Burcu; Remmers, Elaine F.; Meguro, Akira; Mizuki, Nobuhisa; Kästner, Daniel L.; Gul, Ahmet; Sezerman, Ugur (Nature Publishing Group, 2015)[Özet Yok] -
Review of feature selection approaches based on grouping of features
Kuzudisli, Cihan; Bakir-Gungor, Burcu; Bulut, Nurten; Qaqish, Bahjat; Yousef, Malik (PeerJ Inc., 2023)With the rapid development in technology, large amounts of high-dimensional data have been generated. This high dimensionality including redundancy and irrelevancy poses a great challenge in data analysis and decision ... -
A review of on-device machine learning for IoT: An energy perspective
Tekin, Nazli; Aris, Ahmet; Acar, Abbas; Uluagac, Selcuk; Gungor, Vehbi Cagri (ELSEVIER, 2024)Recently, there has been a substantial interest in on-device Machine Learning (ML) models to provide intelligence for the Internet of Things (IoT) applications such as image classification, human activity recognition, ... -
Routing protocol design guidelines for smart grid environments
Temel, Samil; Gungor, Vehbi Cagri; Kocak, Taskin (ELSEVIER, 2014)The evaluation of the current electric power grid with novel communication facilities is one of the most challenging and exciting issues of the 21st century. The modern grid technology is called the smart grid in the sense ... -
A runtime heuristic to selectively replicate tasks for application-specific reliability targets
Subasi, Omer; Yalcin, Gulay; Zyulkyarov, Ferad; Unsal, Osman; Labarta, Jesus (IEEE, 345 E 47TH ST, NEW YORK, NY 10017 USA, 2016)n this paper we propose a runtime-based selective task replication technique for task-parallel high performance computing applications. Our selective task replication technique is automatic and does not require ... -
Sample Reduction Strategies for Protein Secondary Structure Prediction
Atasever, Sema; Aydın, Zafer; Erbay, Hasan; Sabzekar, Mostafa (MDPI, ST ALBAN-ANLAGE 66, CH-4052 BASEL, SWITZERLAND, 2019)Predicting the secondary structure from protein sequence plays a crucial role in estimating the 3D structure, which has applications in drug design and in understanding the function of proteins. As new genes and proteins ... -
Seamless Mobile Data Offloading in Heterogeneous Wireless Networks based on IEEE 802.21 and User Experience
Tuzunkan, F. A.; Gungor, Vehbi Cagri; Zeydan, Engin; Ileri, Omer; Ergut, S. (IEEE, 2014)The increase on smartphone usage has brought the burden of data traffic with it. Operators are looking for cost-effective solutions to overcome the problem of 3G infrastructure for high contention traffic scenarios. Several ... -
A Searching and Automatic Video Tagging Tool for Events of Interest during Volleyball Training Sessions
Salim, Fahim A; Postma, Dees B. W.; van Delden, Robby; Reidsma, Dennis; van Beijnum, Bert-Jan; Haider, Fasih; Luz, Saturnino; Tasdemir, Sena Busra Yengec; Naghashi, Vahid; Tengiz, Izem; Cengiz, Kubra (ASSOC COMPUTING MACHINERY, 1515 BROADWAY, NEW YORK, NY 10036-9998 USA, 2019)Quick and easy access to performance data during matches and training sessions is important for both players and coaches. While there are many video tagging systems available, these systems require manual effort. This paper ... -
Security and Privacy Challenges, Solutions, and Open Issues in Smart Metering: A Review
Win, Lae Lae; Tonyalı, Samet (Institute of Electrical and Electronics Engineers Inc., 2021)The traditional power grid becomes ‘smart’ when it is combined with the communication and information technology. Along with smart grid, the traditional meter is replaced with smart meter. Smart meters play an important ... -
Sentiment Analizinde Öznitelik Düşürme Yöntemlerinin Oto Kodlayıcılı Derin Öğrenme Makinaları ile Karşılaştırılması
Kaynar, Oğuz; Aydın, Zafer; Görmez, Yasin (Gazi Üniversitesi, 2017)-- Günümüz teknolojisinde internetin her kesim tarafından çok yoğun olarak kullanılmasından dolayı insanlar artık görüş, fikir ve hislerini sosyal paylaşım siteleri, forum, blog benzeri birçok ortam aracılığı ile paylaşmaya ... -
Short Term Electricity Load Forecasting: A Case Study of Electric Utility Market in Turkey
Yasin, Muhammed; Goze, Tolga; Ozcan, Ihsan; Gungor, Vehbi Cagri; Aydin, Zafer (IEEE, 2015)With the recent developments in energy sector, the pricing of electricity is now governed by the spot market where a variety of market mechanisms are effective. After the new legislation of market liberalization in Turkey, ... -
Sleep assistive dynamic bandwidth assignment scheme for passive optical network (PON)
Butt, Rizwan Aslam; Faheem, M.; Ashraf, M. Waqar; Idrus, Sevia M. (SPRINGER, 233 SPRING ST, NEW YORK, NY 10013 USA, 2018)In passive optical network (PON), in addition to efficient bandwidth management, a dynamic bandwidth assignment (DBA) scheme can also enhance the energy efficiency performance of the optical networks units (ONUs) during ...