M.S. Theses: Recent submissions

  • Location selection of hydrogen refuelling stations 
    Geçici, Ebru. (Thesis (M.S.) - Bogazici University. Institute for Graduate Studies in Science and Engineering, 2021., 2021.)
    The energy resources used today will not be sufficient to fulfil the future demand and the transportation sector will also be affected. Researchers, therefore, study alternative energy sources. Through its advantages, ...
  • An investigation of macroergonomic person factor effect on consulting work system performance 
    Çetin, Fatma Zehra. (Thesis (M.S.) - Bogazici University. Institute for Graduate Studies in Science and Engineering, 2021., 2021.)
    Macroergonomics has been one of the signifficant approaches to contribute to design of the systems with human element for well being and system's performance. Previous macroergonomics studies concentrated exclusively on ...
  • A mixed-integer programming approach to example-dependent cost-sensitive learning 
    Temizöz, Tarkan. (Thesis (M.S.) - Bogazici University. Institute for Graduate Studies in Science and Engineering, 2021., 2021.)
    In this research, we study example-dependent cost-sensitive learning that brings about varying costs/returns based on the labeling decisions. Originating from decisionmaking models, these problems are distinguished in areas ...
  • A comparative analysis on modification of social networks over links with mechanism combinations 
    Ünal, Merve. (Thesis (M.S.) - Bogazici University. Institute for Graduate Studies in Science and Engineering, 2021., 2021.)
    In this study, the problem of preserving the characteristics of social networks changing dynamically is investigated. Distinct mechanism combinations have been implemented on the networks selected. Mechanism combinations ...
  • Analyzing the impact of energy storage capacity on renewable energy generation using wind power :|the case of Turkey 
    Gül, Aykut. (Thesis (M.S.) - Bogazici University. Institute for Graduate Studies in Science and Engineering, 2021., 2021.)
    Renewable energy sources (RES) are expected to be dominant in near future. However, RES suffer from unavailability and intermittency that causes unreliable energy output due to daily or hourly weather conditions. (Liserre ...
  • Pattern recognition applications for image classification 
    Çetinkaya, Mert. (Thesis (M.S.) - Bogazici University. Institute for Graduate Studies in Science and Engineering, 2021., 2021.)
    Pattern recognition and image classification applications are the topic of this thesis. Its focus is on neural network based techniques, in other words, convolutional neural networks, and they are tried to be used in the ...
  • Modeling the pharmacodynamics of rHuEPO, a blood doping drug 
    Şentürk, Feyyaz. (Thesis (M.S.) - Bogazici University. Institute for Graduate Studies in Science and Engineering, 2020., 2020.)
    For this study, a model to analyze the dynamic e ects of recombinant human erythropoietin (rHuEPO), a very popular and hard to detect blood doping drug, is constructed. rHuEPO is the synthetic version of erythropoietin ...
  • A computerized mathemetical approach to menu planning 
    Gürdal, Hakan. (Thesis (M.S.)- Bogazici University. Institute for Graduate Studies in Science and Engineering, 1986., 1986.)
    In this thesis it is aimed to develop monthly or bimonthly menu planning methodologies for institutions serving three meals per day. The menus generated are to satisfy certain nutritional, structural and variety requirements ...
  • Forecasting with a large number of predictors :|a tree based moving average approach 
    Sel, Burakhan. (Thesis (M.S.) - Bogazici University. Institute for Graduate Studies in Science and Engineering, 2020., 2020.)
    A large number of predictors brings valuable information to time series forecast ing problems, as well as difficulty in capturing this information. Short-term electricity load forecasting (STLF) problems are examples of ...
  • A column generation approach to solve ranking problems 
    Özcan, Erhan Can. (Thesis (M.S.) - Bogazici University. Institute for Graduate Studies in Science and Engineering, 2020., 2020.)
    Many traditional classification approaches focus on the minimization of misclassification rate. However, this is not a suitable metric in case of imbalance in class distribution and unknown misclassification costs. In such ...
  • Spatiotemporal forecasting of solar power generation with deep learning 
    Yumru, İsmail Toyhan. (Thesis (M.S.) - Bogazici University. Institute for Graduate Studies in Science and Engineering, 2020., 2020.)
    Solar power is one of the most rapidly growing carbon-free power generation solutions. It is considered as a key element in the fight against global climate crisis; however, rapid expansion in the distributed PV power, ...
  • Adaptive sampling with feature elimination for agent-based models 
    Yurdadön, Pelin. (Thesis (M.S.) - Bogazici University. Institute for Graduate Studies in Science and Engineering, 2020., 2020.)
    In this thesis, we propose an efficient and user-friendly metamodeling procedure simultaneously incorporating adaptive sampling with feature elimination in order to successfully capture the relationships between the ...
  • Risk assessment of autonomous vehicle using Markov decision process 
    Derecik, Burak. (Thesis (M.S.) - Bogazici University. Institute for Graduate Studies in Science and Engineering, 2020., 2020.)
    Autonomous decision making of intelligent vehicle is one of the most critical and challenging module due to the fact that traffic of real world is uncertain, complex, continuous and vehicles interact with each other. In ...
  • Effects of macroergonomic organization factor on consulting work system performance 
    Kaya, Deniz. (Thesis (M.S.) - Bogazici University. Institute for Graduate Studies in Science and Engineering, 2020., 2020.)
    It is known that the macroergonomic organization factor can have positive effects on work systems. In this study, the direct, indirect and total effects of the macroergonomic compatibility of organization-related elements ...
  • Mixed pickup and delivery vehicle routing problem with time windows, shifts and meal breaks 
    Karademir, Çiğdem. (Thesis (M.S.) - Bogazici University. Institute for Graduate Studies in Science and Engineering, 2020., 2020.)
    Last mile delivery remains to be a focal point in the operations of logistics service providers. As more customers are willing to pay a premium price for receiving or sending their parcel within a specific time window, the ...
  • Adaptive large neighbourhood search heuristic on vehicle routing problem with drones and time windows 
    Yiğit, Arifcan. (Thesis (M.S.) - Bogazici University. Institute for Graduate Studies in Science and Engineering, 2020., 2020.)
    Last-mile deliveries are the most costly and time-consuming part of the supply chain. Advancements in drone technology resulted in cheaper and faster drones capable of parcel delivery. However, their range is quite limited ...
  • Maintenance optimization of multiple component systems using probabilistic graphical models 
    Kıvanç, İpek. (Thesis (M.S.) - Bogazici University. Institute for Graduate Studies in Science and Engineering, 2020., 2020.)
    Maintenance optimization is a di cult task in today's manufacturing environment, especially when the system has multiple components. Thus, it is essentially critical to cope with the uncertainty and the complexity of the ...
  • Ship hull resistance estimation using multivariate statistics 
    Pala, Ahmet. (Thesis (M.S.) - Bogazici University. Institute for Graduate Studies in Science and Engineering, 2020., 2020.)
    The biggest cost in shipbuilding belongs to the main engine and propeller systems to be used. The selection of these equipment to be used is made according to the resistance values of the ship. Since these are very expensive ...
  • A forecasting implementation of Box-Jenkins time series analysis 
    Çelik, Turgut. (Thesis (M.S.)- Bogazici University. Institute for Graduate Studies in Science and Engineering, 1986., 1986.)
    The ultimate effect of a decision generally depends on the outcome of factors that can not be foreseen at the time decision is made. Among wide variety of forecasting methods, the Box-Jenkins approach is known as the ...
  • A data mining approach to predicting patient-based laser machine settings for kidney stone treatment operation 
    Eser, Fidan. (Thesis (M.S.) - Bogazici University. Institute for Graduate Studies in Science and Engineering, 2020., 2020.)
    Urinary tract stone disease is a common health problem that a ects human health and quality of life. The main goal for the treatment of this disease is to reach a complete stone-free status by causing minimal damage to the ...

Search Digital Archive


Browse

My Account