• A Fully Unsupervised Framework for Scoring Driving Style 

  Ozgul, Ozan Firat; Cakir, Mehmet Ulas; Tan, Mehmet; Amasyali, Mehmet Fatih; Hayvacı, Harun Taha (IEEE, 2018)

  Rating driving performance is a challenging topic. It attracts professionals from a variety of domains such as automotive industry and insurance companies. In this work, we propose a fully unsupervised driver scoring ...
• UAV Base Station Location Optimization for Next Generation Wireless Networks: Overview and Future Research Directions 

  Çicek, Cihan Tuğrul; Gültekin, Hakan; Tavlı, Bülent; Yanıkömeroğlu, Halim (IEEE, 2019)

  Unmanned aerial vehicles mounted base stations (UAV-BSs) are expected to become one of the significant components of the Next Generation Wireless Networks (NGWNs). Rapid deployment, mobility, higher chances of unobstructed ...
• Classification of Turkish Documents Using Paragraph Vector 

  Sarı, Mustafa; Özbayo?lu, Ahmet Murat ( Institute of Electrical and Electronics Engineers Inc., 2018)

  Text processing and mining gained a lot of traction recently due to rising interest in integration of Natural Language Processing with data analytics algorithms, in particular Deep Learning Models. In this study, newspaper ...
• A First Look at the Usability of OpenVAS Vulnerability Scanner 

  Aksu, M. Ugur; Altuncu, Enes; Bıçakçı, Kemal (NDSS, 2019-02)

  Vulnerability scanning is a fundamental step for assuring system security. It is also an integral component of IT system risk assessment to manage the identified vulnerabilities in a timely and prioritized way. It is ...
• Yazılım Davranışlarının Dinamik Olarak Değiştirilebilmesini Sağlayan Yeni Bir Yaklaşım 

  Gerede, Ça?daş Evren (CEUR-WS, 2018-09)

  Nowadays software provided over web and mobile platforms can be frequently updated. W i t h updates the behavior of software changes. Certain behaviors can cause undesired damages. Therefore, the correc¬ tion of incorrect ...
• The effects of pelvic floor muscle therapy on symptoms, voiding, and pelvic floor muscle activity parameters in children with overactive bladder 

  Pekbay, Yelda; Ergin, Oğuz; Topuz, Bahadır; Sarıkaya, Selçuk; Acar, Zeynep Zübeyde; Irkilata, Hasan Cem; Dayanç, Murat (WILEY, 2019-06)

  Introduction Refractory overactive bladder (OAB) in children can be treated with second line modalities such as as biofeedback, transcutaneous electrical stimulation (TENS), and botulinum toxin. In this study, we aimed to ...
• MIS-IoT: Modular Intelligent Server Based Internet of Things Framework with Big Data and Machine Learning 

  Onal, Aras Can; Sezer, Omer Berat; Özbayoglu, Murat; Dogdu, Erdogan (Institute of Electrical and Electronics Engineers Inc., 2019-01)

  Internet of Things world is getting bigger everyday with new developments in all fronts. The new IoT world requires better handling of big data and better usage with more intelligence integrated in all phases. Here we ...
• Minimization of Testing Costs in Capacity-Constrained Database Migration 

  Subramani, K.; Çaşkurlu, Buğra; Velasquez, A. (Springer Verlag, 2019)

  Database migration is an ubiquitous need faced by enterprises that generate and use vast amount of data. This is due to database software updates, or from changes to hardware, project standards, and other business factors ...
• On Hedonic Games with Common Ranking Property 

  Çaşkurlu, Buğra; Kızılkaya, Fatih Erdem (Springer Verlag, 2019)

  Hedonic games are a prominent model of coalition formation, in which each agent’s utility only depends on the coalition she resides. The subclass of hedonic games that models the formation of general partnerships [21], ...
• Drug response prediction by ensemble learning and drug-induced gene expression signatures 

  Tan, Mehmet; Özgül, Ozan Fırat; Bardak, Batuhan; Ekşioğlu, Işıksu; Sabuncuoğlu, S. ( Academic Press Inc., 2019-09)

  Chemotherapeutic response of cancer cells to a given compound is one of the most fundamental information one requires to design anti-cancer drugs. Recently, considerable amount of drug-induced gene expression data has ...
• Computational intelligence models for PIV based particle (cuttings) direction and velocity estimation in multi-phase flows 

  Tombul, H.; Özbayoğlu, Ahmet Murat; Özbayoğlu, M.E. (Elsevier B.V., 2019)

  In multi-phase flow, the gas phase, the liquid phase and the particles (cuttings) within the liquid have different flow behaviors. Particle velocity and particle direction are two of the important aspects for determining ...
• Financial Forecasting using Deep Learning with an Optimized Trading Strategy 

  Maratkhan, A.; Ilyassov, I.; Aitzhanov, M.; Demirci, Muhammed Fatih; Özbayoğlu, Ahmet Murat (Institute of Electrical and Electronics Engineers Inc., 2019)

  Financial forecasting using computational intelligence nowadays remains a hot topic. Recent improvements in deep neural networks allow us to predict financial market behavior. In our work we first implement a novel approach ...
• Perceptions, Expectations and Implementations of Big Data in Public Sector 

  Dogdu, Erdogan; Özbayoglu, Murat; Yazici, Ali; Karakaya, Ziya (Institute of Electrical and Electronics Engineers Inc., 2019-12)

  Big Data is one of the most commonly encountered buzzwords among IT professionals nowadays. Technological advancements in data acquisition, storage, telecommunications, embedded systems and sensor technologies resulted in ...
• Tackling in-camera downsizing for reliable camera id verification 

  Tandoğan, Sinan E.;  Altınışık, Enes;  Sarimurat, Salim;  Sencar, Hüsrev Taha (Society for Imaging Science and Technology, 2019-01)

  The photo-response non-uniformity (PRNU) of an imaging sensor can be regarded as a biometric identifier unique to each camera. This modality is referred to as camera ID. The underlying process for estimating and matching ...
• Integrated energy-efficient machining of rotary impellers and multi-objective optimization 

  Serin, G.; Özbayoğlu, Murat; Ünver, Hakkı Özgür (Taylor and Francis Inc., 2019-04)

  Reduction in energy consumption without compromising flexibility and quality during manufacturing processes is a continuous challenge. Due to the increasing demand for high-quality machine parts having complex features and ...
• Correction to: Realizing drug repositioning by adapting a recommendation system to handle the process (vol 19, 136, 2018) 

  Ozsoy, Makbule Gulcin; Özyer, Tansel; Polat, Faruk; Alhajj, Reda (BMC, 2018-07)

  Following publication of the original article [1], the authors reported that there was an error in the spelling of the name of one of the authors. © 2018 The Author(s).
• Constructing Test Collections using Multi-armed Bandits and Active Learning 

  Rahman, Md Mustafizur; Kutlu, Mücahid; Lease, Matthew ( Association for Computing Machinery, Inc, 2019)

  While test collections provide the cornerstone of system-based evaluation in information retrieval, human relevance judging has become prohibitively expensive as collections have grown ever larger. Consequently, intelligently ...
• TOBB-ETU at CLEF 2019: Prioritizing claims based on check-worthiness 

  Altun, Bahadır; Kutlu, Mücahid (CEUR-WS, 2019-09)

  In recent years, we witnessed an incredible amount of misinformation spread over the Internet. However, it is extremely time consuming to analyze the veracity of every claim made on the Internet. Thus, we urgently need ...
• BreCaHAD: A dataset for breast cancer histopathological annotation and diagnosis 

  Aksaç, A.; Demetrick, D.J.; Özyer, Tansel; Alhajj, R. (BioMed Central Ltd., 2019)

  Objectives: Histopathological tissue analysis by a pathologist determines the diagnosis and prognosis of most tumors, such as breast cancer. To estimate the aggressiveness of cancer, a pathologist evaluates the microscopic ...
• TI6AL4V malzemesinin tornalama işleminde özgül kesme enerjisi ve yüzey pürüzlüğünün incelenmesi ve yapay sinir ağları temelli tahmin modeli geliştirilmesi 

  Serin, G.; Kahya, Müge; Özbayoğlu, Murat; Ünver, Hakkı Özgür (Uludağ University, 2019-08)

  Havacılık ve medikal sanayii gibi isterleri yüksek olan sektörlerde kullanılan parçaların imalatı genellikle yüksek hassasiyete sahip talaşlı imalat yöntemleri ile yapılmakta olup, bu işlemler sırasında yüksek teknoloji ...

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