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Applıcatıon of Defuzzıfıcatıon-Free Hıerarchıcal Fuzzy Inference Rule Generatıon Method to Software Fault Predıctıon Problems and Fuzzy Rule Dıscussıon
(Fen Bilimleri Enstitüsü, 2020)
Fuzzy inference systems, a sub-branch of artificial intelligence, are decision support systems based on fuzzy set theory. The knowledge is transmitted to these systems through linguistic fuzzy rules. In general, the rule ...
Relıabılıty and Energy Optımızatıon in Hıgh Level Synthesıs of Integrated Cırcuıts
(Fen Bilimleri Enstitüsü, 2020-01-31)
Ever-increasing performance demand for the computer applications has resulted in shrinking
the technology sizes of the CMOS circuits over the past 50 years, which made it possible to
increase the number of transistors ...
Evaluating Bilingual Embeddings in Bilingual Dictionary Alignment
(Fen Bilimleri Enstitüsü, 2019-09)
Dictionaries catalog and describe the semantic information of a lexicon. WordNet provides an edge by presenting distinct concepts with the hierarchy information among them.Research in computer science has been using this ...
Blockchain Based Software Project Information Sharing and Estimation System
(Fen Bilimleri Enstitüsü, 2020)
Accurate estimations play a significant role in the success of software projects, and companies should have sufficient number of past project data to make these estimations accurate and reliable. Some institutions gather ...
Utilization of Local and Global Image Descriptors for Phishing Web Page Identifıcation
(Fen Bilimleri Enstitüsü, 2020)
In recent years, the use of the Internet has increased in all areas of life, thus many cyber- attacks have emerged. These attacks aim to steal users' private information such as passwords, credit cards. During phishing ...
Electric Fish Optimization: A New Heuristic Algorithm Based on Electrolocation
(Fen Bilimleri Enstitüsü, 2020-01-20)
Swarm behaviors in nature have inspired the emergence of many heuristic optimization algorithms. These algorithms have attracted much attention, particularly for solving complex problems, owing to their characteristics of ...
Effects of Using Different Resources on Reliability and Power Consumption in Digital Circuit Design
(Fen Bilimleri Enstitüsü, 2020)
Designing an application in hardware under inversely competing constraints such as area, performance and power consumption with different objective functions such as reliability of the circuits is a cumbersome task. Having ...
Dense Video Captioning By Utilizing Auxiliary Image Data
(Fen Bilimleri Enstitüsü, 2020-07)
Dense video captioning aims at detecting events in untrimmed videos and generating accurate and coherent caption for each detected event. It is one of the most challenging captioning tasks since generated sentences must ...
İkili Arka Plan Destekli Yazar - Bağımsız Yazarlık Doğrulama Sistemi
(Fen Bilimleri Enstitüsü, 2020)
Authorship verification is a decision problem that tries to find out whether the text of an unknown author belongs to a suspicious author. The problem is the fundamental one of the studies in authorship analysis that has ...
Neural Word Embeddings for Sentiment Analysis
(Fen Bilimleri Enstitüsü, 2020)
Most pre-trained word embeddings are achieved from context-based learning algorithms trained over a large text corpus. This leads to learning similar vectors for words that share most of their contexts, while expressing ...