TR-Dizin İndeksli Yayınlar Koleksiyonu
Permanent URI for this collectionhttps://hdl.handle.net/20.500.12573/396
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Article TÜRKİYE VE BİRLEŞİK KRALLIK’TA GREVDE KAYBOLAN İŞGÜNÜ SAYISININ ÜCRET ÜZERİNDEKİ ETKİSİ(T.C. SANAYİ VE TEKNOLOJİ BAKANLIĞI STRATEJİK ARAŞTIRMALAR VE VERİMLİLİK GENEL MÜDÜRLÜĞÜ, 2019) Ünal, Emre; Köse, NezirBu çalışmada, Türkiye ve Birleşik Krallık için ücret üzerinde enflasyon veekonomik büyümenin yanı sıra grevde kaybolan işgünü sayısının uzun ve kısadönem etkileri 1963-2015 dönemlerini kapsayan yıllık zaman serisi verilerikullanılarak Engle-Granger Eşbütünleşme Analizi ve Hata Düzeltme Modeliçerçevesinde incelenmiştir. Elde edilen bulgular, her iki ülkede de enflasyonunhem kısa hem de uzun dönemde, ekonomik büyümenin ise sadece kısadönemde ücretin belirleyicisi olduğunu göstermiştir. Ayrıca grevde kaybolanişgünü sayısının ücreti uzun dönemde pozitif yönde etkilediği buna karşın kısadönemde istatistiksel olarak anlamlı bir etkisinin olmadığı bulunmuştur.Article Hydroponic Agriculture with Machine Learning and Deep Learning Methods(Gazi Mühendislik, 2023) Bulut,Nurten; Hacıbeyoğlu, MehmetIn the face of the rapidly increasing population of our world today, researchers have turned to studies that use existing resources more effectively and efficiently in addition to searching for new resources in order to meet the rapidly decreasing needs such as raw materials and nutrients. The use of hydroponic agriculture, which is one of the alternative methods that can be used to meet the need for nutrients, which is one of the greatest needs of humanity, has become more popular day by day. The use of nutrient solution water instead of soil, the fact that it is not affected by weather conditions, that it can be applied indoors and that it can be vertically oriented are the characteristics that make hydroponic agriculture different from other agricultural methods. In addition, the lack of soil in this agricultural method brings with it the need for more observation and supervision. The aim of this study is to show that the observation and surveillance needs necessary to increase yield in hydroponic agriculture can be achieved using machine learning and deep learning methods. For this purpose, it has been observed that the efficiency of hydroponic agriculture has been increased in experimental studies conducted using five machine learning and deep learning methods. The deep learning method has achieved better results with 99.7% success compared to other methods.Research Project GEAKDES: Gerçek Zamanlı Deprem Afet / Süreç Yönetimi İçin Yapay Zekâ Temelli Akıllı Karar Destek Sistemi(TRDizin, 2024) Özmen, Mihrimah; Akın, Müge; Yüksel, Muhammed Burak; Dedetürk, Bilge Kağan; Özcan, OrkanDepremler, dünya genelinde sıkça görülen ve ciddi etkiler yaratan doğal felaketlerdir. Modern teknoloji, özellikle sismik olarak aktif bölgelerde, gerçek zamanlı sismik ölçümlerle hızlı müdahale imkanı sağlar. Deprem sonrası hızlı ve doğru hasar tespiti, acil yardım ve kurtarma operasyonlarının etkin yönetilmesini sağlar. Depremlerin dünya çapında ekonomik ve insan kayıpları büyük boyutlardadır, özellikle sismik olarak aktif bölgelerde tehdit oluşturur. Bina güçlendirme çalışmaları ve afet önleme planları, toplumların depremlere karşı direncini artırabilir. Makine öğrenimi ve yapay zeka, depremle ilgili konularda önemli uygulamalara sahiptir. Bu teknolojiler, deprem hasar tahmini, sismik aktivite tahmini ve bina güçlendirme stratejilerinde kullanılır. GEAKDES projesi, bütünleşik bir afet karar destek sistemi sunmaktadır. Gerçek zamanlı makine öğrenmesi algoritmaları, deprem hasar tahminini bina, deprem, zemin gibi karakteristik özelliklerden elde ederek gerçekleştirmektedir. Bu bilgiler, uydu görüntü analizleri ile birleştirilerek daha yüksek doğrulukla deprem hasar tahmini yapılmasını sağlamaktadır. Ayrıca, deprem sonrası yardım ihtiyaçlarını tespit ederek lojistik ağ modeli çalıştırılmakta ve yardım rotaları belirlenmektedir. Proje kapsamında geliştirilen Maliyet Duyarlı Paralel ABC-ANN ve Maliyet Duyarlı Paralel GA algoritmaları, deprem hasar tahmininde yüksek doğruluk ve hızlı eğitim süreleriyle dikkat çekmektedir. Sentinel-2 ve Sentinel-1 uydu görüntüleri kullanılarak deprem sonrası hasar tespiti yapılmış, optik görüntülerle bina yıkımları, SAR görüntüleriyle zemindeki değişiklikler belirlenmiştir. Bu bilgilerin entegrasyonuyla %91 doğruluk elde edilmiştir. Açık kaynaklı Sentinel-1 SAR uydu görüntülerinin kullanımı, makine öğrenmesi yöntemlerine entegre edilerek deprem kaynaklı hasarın anlaşılmasına katkı sağlamıştır. GEAKDES, hasar tahmin bilgilerini kullanarak deprem bölgesi yardım ulaştırma planlamasına yönelik lojistik ağı modellemektedir. MM-CSA yaklaşımıyla rotalar hesaplanmış ve İkame Ürün Stratejisi ile pilot bölgelerde yardım dağıtım rotaları belirlenmiştir. Proje, elde edilen bilgi ve deneyimleri paylaşarak insanlığın faydalanmasını amaçlamaktadır.Article Citation - WoS: 4Citation - Scopus: 5Noise-Assisted Multivariate Empirical Mode Decomposition Based Emotion Recognition(Istanbul Univ-Cerrahapasa, 2018-08-03) Ozel, Pinar; Akan, Aydin; Yilmaz, BulentEmotion state detection or emotion recognition cuts across different disciplines because of the many parameters that embrace the brain's complex neural structure, signal processing methods, and pattern recognition algorithms. Currently, in addition to classical time-frequency methods, emotional state data have been processed via data-driven methods such as empirical mode decomposition (EMD). Despite its various benefits, EMD has several drawbacks: it is intended for univariate data; it is prone to mode mixing; and the number of local extrema must be enough before the EMD process can begin. To overcome these problems, this study employs a multivariate EMD and its noise-assisted version in the emotional state classification of electroencephalogram signals. Emotion state detection or emotion recognition cuts across different disciplines because of the many parameters that embrace the brain's complex neural structure, signal processing methods, and pattern recognition algorithms. Currently, in addition to classical time-frequency methods, emotional state data have been processed via data-driven methods such as empirical mode decomposition (EMD). Despite its various benefits, EMD has several drawbacks: it is intended for univariate data; it is prone to mode mixing; and the number of local extrema must be enough before the EMD process can begin. To overcome these problems, this study employs a multivariate EMD and its noise-assisted version in the emotional state classification of electroencephalogram signals.Article Effects of Dry Particle Coating With Nano-and Microparticles on Early Compressive Strength of Portland Cement Pastes(Tulpar Academic Publishing, 2021-12-16) Yorulmaz, Hediye; Özuzun, Sümeyye; Uzal, Burak; İLkentapar, Serhan; Durak, Uğur; Karahan, Okan; Atis, C. D.It is known that nano-and microparticles have been very popular in recent years since their advantages. However, due to the very small size of such materials, they have very high tendency to agglomeration particularly for nanoparticles. Therefore, it is critical that they are properly distributed in the system to which they are added. This paper investigated the effects of dry particle coating with nano-and microparticles to solve the agglomeration problem. For a clear evaluation, paste samples were preferred to detemine the compressive strength. Nano-SiO<inf>2</inf> and nano-CaCO<inf>3</inf>, microCaCO<inf>3</inf> and micro-SiO<inf>2</inf>, also known as silica fume, were selected as particulate additives. It was studied by the addition of various percentages (0.3, 0.7, 1, 2, 3 and 5%) of nano-and microparticles in cementitious systems, replacing cement by weight with and without dry particle coating. Dry particle coating was made by using a highspeed paddle mixer. Portland cement and additive particles were mixed at 1500 rpm for 30 seconds in high-speed powder mixer designed for this purpose. The 3-day compressive strength of the cement-based samples to which particles were added at the specified rates was determined and the effect of the dry particle coating on the early strength was investigated. According to the results, it was observed that the production of paste with the dry particle coating technique gave higher compressive strength compared to the production of paste directly in early period. Especially with dry particle coating, compressive strength increased more than 100% in paste samples containing 0.3% nano-SiO<inf>2</inf> compared to direct addition without coating. © 2024 Elsevier B.V., All rights reserved.Article Citation - WoS: 2Citation - Scopus: 2Analysis of Optical Gyroscopes With Vertically Stacked Ring Resonators(Tubitak Scientific & Technological Research Council Turkey, 2021-05-31) Hah, DooyoungWithout any moving part, optical gyroscopes exhibit superior reliability and accuracy in comparison to mechanical sensors. Microring-resonator-based optical gyroscopes emerged as alternatives for bulky conventional Sagnac interferometer sensors, especially attractive for applications with limited footprints. Previously, it has been reported that planar incorporation of multiple resonators does not bring about improvement in sensitivity for a given area because the increase in Sagnac phase accumulation does not outrun the increase of area. Therefore, it was naturally suggested to consider vertical stacking of ring resonators because then, the resonators can share the same footprint. In this work, sensitivity performances of such configurations with vertically stacked microring resonators are analyzed and compared to that of a basic (single-resonator) configuration. Through comprehensive study, it is learned that the sensitivity performance of the devices with vertically-stacked resonators (either with a single bus waveguide or with two bus waveguides) does not exceed that of the basic sensor device (single resonator with one bus waveguide), i.e. the basic structure is yet to be remained as the most efficient configuration.Article Citation - WoS: 2Citation - Scopus: 3An Asymptotic-Numerical Hybrid Method for Singularly Perturbed System of Two-Point Reaction-Diffusion Boundary-Value Problems(Tubitak Scientific & Technological Research Council Turkey, 2019-01-18) Cengizci, Suleyman; Natesan, Srinivasan; Atay, Mehmet TankThis article focuses on the numerical approximate solution of singularly perturbed systems of second-order reaction-diffusion two-point boundary-value problems for ordinary differential equations. To handle these types of problems, a numerical-asymptotic hybrid method has been used. In this hybrid approach, an efficient asymptotic method, the so-called successive complementary expansion method (SCEM) is employed first, and then a numerical method based on finite differences is applied to approximate the solution of corresponding singularly perturbed reaction-diffusion systems. Two illustrative examples are provided to demonstrate the efficiency, robustness, and easy applicability of the present method with convergence properties.Article Citation - WoS: 4Citation - Scopus: 4All-Polymer Ultrasonic Transducer Design for an Intravascular Ultrasonography Application(Tubitak Scientific & Technological Research Council Turkey, 2019-07-26) Hah, DooyoungIntravascular ultrasonography (IVUS), a medical imaging modality, is used to obtain cross-sectional views of blood vessels from inside. In IVUS, transducers are brought to the proximity of the imaging targets so that high-resolution images can be obtained at high frequency without much concern of signal attenuation. To eliminate mechanical rotation rendered in conventional IVUS, it is proposed to manufacture a transducer array on a flexible substrate and wrap it around a cylindrical frame. The transducer of consideration is a capacitive micromachined ultrasonic transducer (CMUT). The whole device needs to be made out of polymers to be able to endure a high degree of bending (radius: 1 mm) Bending of the devices leads to considerable changes in the device characteristics, including resonant frequency and pull-in voltage due to geometrical dimension changes and stress induced. The main purpose of this work is to understand the effect of bending on the device characteristics by means of finite element analysis. Another objective of the work is to understand the relationships between such an effect and the device geometries. It is learned that the bending-induced stress depends strongly on anchor width, membrane thickness, and substrate thickness. It is also learned that resonant frequency and pull-in voltage become lower in most cases because of using a flexible substrate in comparison to those of the device on a rigid substrate. Bending-induced stress increases the spring constant and hence increases resonant frequency and pull-in voltage, although this effect is relatively weaker. For most of the device geometries, pull-in voltage is too high for the polymer material to endure. This is the main drawback of the all-polymer CMUT. In order to meet the design goal of 20 MHz resonant frequency, the membrane radius has to be smaller than 7.7 mu m for a thickness of 3 mu m.Article Citation - WoS: 1Citation - Scopus: 5Understanding Intangible Aspects of Cultural Landscape; Living Cultures of Northeast Kayseri Valleys(Geleneksel Yayincilik Ltd Stl, 2021) Kevseroglu, Oztem; Ayatac, Hatice; Yoney, Nilufer Baturayoglu; Baturayoğlu Yöney, NilüferSustaining cultural landscapes requires the conservation of socio-cultural characteristics as well as their physical manifestations. It is essential to document and conserve tangible and intangible elements of heritage in an integrated manner as cultural heritage consists of "both tangible and intangible works through which the creativity of a people finds expressions". These include but may not be limited to social practices, daily lives, rituals, traditional craftsmanship, know-how, techniques and skills, historic places, buildings, public spaces and objects. Finding the means of understanding and safeguarding intangible cultural heritage and its transmission to next generations is vital for the preservation of tangible heritage and its characteristics. This paper reviews the development of the concepts of intangible cultural heritage and cultural landscapes, and the interrelationship between tangible and intangible cultural heritage. Their interaction opens up new approaches to cultural heritage and its conservation. The case study focuses on the cultural landscape features of Kayseri's Northeast Valleys, Koramaz, Gesi and Derevenk, in terms of their tangible and intangible heritage elements and values. The methodology, therefore, proposes the integrated documentation and analysis of these tangible and intangible cultural heritage characteristics. The area had a multi-cultural, ethnic and religious social structure, which shaped its elements through human-nature interaction. However, demographic changes within the last century transformed daily-life practices. The research is based on in-depth interviews with local residents, analysis of archival sources and documentation of the physical remains in the field. The results highlight the traditional crafts and production techniques as daily-life practices; some of these are still continued at the present while others are not practiced anymore. Those practiced in the recent past are carried to our day through the remembrances and accounts of the elders. The documentation of these practices forms the first step for their revival and sustainability for the future and provide valuable tools for the development of principles and strategies with this purpose. Understanding the physical, natural and socio+ layers of tangible and intangible cultural heritage is essential in this context. Their promotion and the inclusion of local stakeholders in the conservation process is the only solution for the integrated conservation of these cultural landscapes in terms of a living heritage approach.Article An Opportunity for Nuri Demirağ the National Development Party the Transition to Multiparty Life in Turkey(Osman Kose, 2023) Karatas, Murat; Solak, YeterThe political life in Turkey during the period of 1923-1945 showed a single-party characteristic. Turkey, which did not enter the Second World War in 1939-1945, faced some negativities brought by the war both during and after the war. These negativities have had a compelling effect on the government to switch to a multi-party system with the effect of external and internal factors. Nuri Demira & gbreve; founded the National Development Party while he was preparing to take a step towards a multiparty system in Turkey, forced by both domestic and foreign conditions. Although the party could not show an active presence in our political life, its establishment made an important contribution to the establishment of democracy culture and the Despite all the efforts of Nuri Demira & gbreve; as the founder and chairman of the party, the inconsistency in the party and the evaluation of party activities from the wrong points led to the party's indifference in political life. In 1957, the existence of the National Development Party in our political life came to an end quietly due to the fact that the party committee could not convene after the death of the party chairman, Nuri Demira & gbreve;.In this sense, our study aims to contribute to the literature by aiming to discuss the political adventure of the National Development Party, which stands at an important point in terms of the democratization process in our political life, and to reveal the role of its founder, Nuri Demirag, in this process.