Graduate School of Informatics, Thesis

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Thesis (864)

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Author
Akkoyun, Emrah (2)
Alkan, Sarper (2)
Alkış, Nurcan (2)
Altınışık, Said (2)
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Engineering and Technology (95)
Social Sciences and Humanities (43)
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Computer software. (33)
Mobile communication systems. (27)

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1998 - 1999 (3)
2000 - 2009 (206)
2010 - 2019 (495)
2020 - 2023 (160)

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Master Thesis (664)
Ph.D. Thesis (200)

Recent Submissions

A DATA-INTEGRATED EDGE COMPUTING TECHNOLOGY ROADMAP FOR INDUSTRIAL INTERNET OF THINGS Bayar, Alp; Eren, Pekin Erhan; Kayabay, Kerem; Department of Information Systems (2023-4-26) As the volume and velocity of data produced from production systems increase, transmitting all the data to a central cloud for processing becomes costly in time and network resources such as bandwidth and energy. In crit...
THE ACQUISITION OF TURKISH CAUSAL CONNECTIVES: AN EXPERIMENTAL STUDY ON CONTENT AND EPISTEMIC DOMAINS Eren, Beyza; Zeyrek Bozşahin, Deniz; Department of Cognitive Sciences (2023-4-26) Children acquire language effortlessly without systematic instruction (Guasti, 2002). In the acquisition process, one of the achievements that take long time for children to reach an adult-like performance is the use of ...
THE ROLE OF DISTRACTION ON FLAVOR PERCEPTION, INTERACTIONS WITH SATIETY AND NEURAL RESPONSES TO FAT RAZZAGHI ASL, SARA; Çakır, Murat Perit; Department of Cognitive Sciences (2023-4-25) Overeating and obesity are becoming more prevalent in the contemporary world. To treat obesity, it is essential to evaluate the environmental, behavioral, social, and emotional factors that contribute to its development. H...
EXPLOITING MOLECULAR NETWORKS BY REPURPOSED DRUGS AND NOVEL SMALL MOLECULES IN HEPATOCELLULAR CARCINOMA CELLS AND STEM CELLS FOR NEW THERAPEUTIC OPTIONS NALBAT, ESRA; Atalay, Mehmet Volkan; Atalay, Rengül; Department of Medical Informatics (2023-4-24) Hepatocellular carcinoma (HCC) is one of the most prominent types of primary liver cancer and the second most lethal cancer worldwide. Current targeted therapeutic options are limited for advanced-stage HCC; hence there is...
A deep neural network based product metadata validation approach for online marketplaces Alataş, Şükrü; Koçyiğit, Altan; Department of Information Systems (2023-4-19) As e-commerce has become increasingly popular during the pandemic, online marketplaces have seen a surge in merchants offering various products. A critical factor in the success of these marketplaces is the user experience...
Development and validation of a cloud framework for a large scale enterprise in defense industry AKAR, Salih Samet; Özkan Yıldırım, Sevgi; Department of Information Systems (2023-4-13) Today, cloud computing has become actively used in the modernization processes of many industries. Within the scope of the thesis study, a case study was carried out, and a framework was developed that enables the use of c...
ASSESSMENT FOR IDENTIFYING SKILLS GAPS IN HIGH PERFORMANCE COMPUTING RELATED HIGHER EDUCATION PROGRAMS BY USING NLP KARGIN ASLIM, Gülşah; Günel Kılıç, Banu; Department of Information Systems (2023-4-11) People require a greater and broader set of abilities to work, communicate, access information, products, and services, as well as to participate in social and civic activities in the world of today and future. In order to...
Modeling Counterfactual Statements Using Bayesian Networks: A Case Study in Turkish Bozkurt, Mehmet İlteriş; Yet, Barbaros; Bozşahin, Hüseyin Cem; Department of Cognitive Sciences (2023-4) Counterfactual statements are defined as conditional statements whose antecedents are false or unrealized (e.g., Anderson, 1951; Barwise, 1986; Ruhi et al., 2000; Pearl et al., 2016 among many others), which is one of the ...
QUANTIFICATION OF BRADYKINESIA IN PARKINSON'S DISEASE BY USING FACIAL IMAGES AND EMG RECORDINGS Olcek, Sabri Can; Aydın Son, Yeşim; Gökçay, Didem; Department of Medical Informatics (2023-4) Parkinson’s disease (PD) is a neurodegenerative disorder characterized by both motor and non-motor symptoms. The five-scale scoring system called Unified Parkinson’s Disease Rating Scale (UPDRS) is the most common tool use...
BORIC ACID INDUCED TRANSCRIPTOMIC CHANGES IN HEPG2 CELL LINE AT GROWTH INHIBITORY CONCENTRATIONS Tombuloğlu, Ayşegül; Aydın Son, Yeşim; Department of Medical Informatics (2023-3-31) Boron is a micronutrient with many physiological roles. Although high levels of in vitro exposure to boric acid (BA), the physiologically abundant form of Boron, have been associated with cytotoxicity in several studies, r...
A DEEP LEARNING BASED PROTEIN REPRESENTATION MODEL FOR LOW-DATA PROTEIN FUNCTION PREDICTION Ünsal, Serbülent; Acar, Aybar Can; Doğan, Tunca; Department of Medical Informatics (2023-3-27) Protein science is a broad discipline that involves the study of proteins at the individual and proteome levels through both experimental and computational methods. Protein informatics is a branch of protein science that f...
DEVELOPMENT AND EXPERIMENTAL EVALUATION OF AN EMBODIED COGNITIVE MODEL FOR PILOTING OF AIR VEHICLES IN MISSION FLIGHTS Kaygusuz, Yasin; Çakır, Murat Perit; Department of Cognitive Sciences (2023-2-27) Various types of engineering methods have been successfully applied for the automated control of attitudes and flight of manned or unmanned air vehicles. Some of these methods included "pilot models," which are generally i...
Joint Learning of Syntax and Argument Structure in Dependency Parsing Kayadelen, Tolga; Bozşahin, Hüseyin Cem; Department of Cognitive Sciences (2023-2) This thesis is an experimentation on learning predicate-argument structure and syntax within the dependency parsing framework. The linguistic representation used in this framework is dependency grammar. In dependency gramm...
Pronominal anaphora resolution in Turkish and English Ertan, Melek; Zeyrek Bozşahin, Deniz; Department of Cognitive Sciences (2023-1-27) This research analyzes pronominal anaphora in a Turkish and English translated TED corpus, namely the TED-MDB (Zeyrek et al., 2020) and presents a heuristic-based resolution algorithm for resolving pronominal anaphora in t...
MODEL-BASED ROUTE PLANNING AND DIFFICULTY ESTIMATION OF INDOOR BOULDERING PROBLEMS Türedioğlu, Mert; Yet, Barbaros; Department of Cognitive Sciences (2023-1-26) Bouldering – a subdiscipline of climbing– is a both mentally and physically demanding sport as it challenges both the problem-solving skills and physical abilities of climbers. In order to be successful, boulder climbers m...
CONVERSATIONAL REPAIR STRATEGIES IN ADULTS WITH HIGH FUNCTIONING AUTISM SPECTRUM DISORDER: A CONTENT ANALYSIS Odabaş Öğe, Melis; Çakır, Murat Perit; Department of Cognitive Sciences (2023-1-26) Due to its complexity, Autism Spectrum Disorder provides a wide range of opportunities for academic research, particularly in the area of social cognition. The purpose of this study is to compare the repair strategies used...
Acceptance of Software Process Improvement Models in Small and Medium Sized Enterprises: Empirical Findings of IT Sector in Turkey Durmuş, Suna; Özkan Yıldırım, Sevgi; Özcan Top, Özden; Department of Information Systems (2023-1-25) The software industry is playing a significant role in development of economies all over the world. It is mainly made up of small and medium software enterprises (SMEs). These companies aim to benefit from Software Process...
COMPARATIVE ANALYSIS OF BRAIN CELL CULTURES AND TISSUES IN ALZHEIMER’S DISEASE BASED ON DIFFERENTIAL EXPRESSION AND GENE SET ENRICHMENT Burduroğlu, Hüseyin Cahit; Aydın Son, Yeşim; Department of Bioinformatics (2023-1-25) Alzheimer’s disease is currently the most common cause of dementia in the world. It is a neurodegenerative disease that is diagnosed neuropathologically by observing B-amyloid plaques and neurofibrillary tangles in the b...
Identification of Discourse Relations in Turkish Discourse Bank Kutlu, Ferhat; Zeyrek Bozşahin, Deniz; Department of Cognitive Sciences (2023-1-25) Discourse is the level of language where linguistic units are organized in a structured and coherent way. One of the major problems in the field of discourse in particular, and NLU in general is how to build better models ...
UNDERSTANDING TECHNICAL DEBT IN COMPLEX SYSTEM DEVELOPMENT PROJECTS: A VISUALIZATION MODEL Güler, Murat Can; Özcan Top, Özden; Department of Information Systems (2023-1-24) A complex system combines multiple articles with specific requirements and essential functions, communicating with each other and the environment. Development stages of complex systems intertwine with each other due to h...

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