Browsing by Author "Kaynar, Oguz"
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Automatic Classification of Natural Stone Tiles with Computer Vision
Kaynar, Oguz; Torun, Yunis; Temiz, Mustafa; Gormez, Yasin (IEEE, 2018)Classification in natural stone industry have a great importance for enterprises. There are reinstatement cases arising from the fact that ordered granite parties are not the same as the agreed sample parties at the ... -
Classification of Customer Demands by Organizational Workflows
Arslan, Halil; Kaynar, Oguz; Sahin, Sumeyye (IEEE, 2018)Corporate firms that aim to be permanent in the long term should not lose existing customers and need to win new customers. The increase in the number of firms offering similar services also increases the alternatives for ... -
COMPARISON OF THE EFFECTS DIMENSIONALTY METHODS IN THE TRAINING OF NEURO-FUZZY (ANFIS) CLASSIFICATIONS
Yuksek, Ahmet Gurkan; Arslan, Halil; Kaynar, Oguz (IEEE, 2017)Adaptive Network Based Fuzzy Inference Systems (ANFIS) is a hybrid artificial intelligence method that uses artificial neural network models with parallel computing and learning features and fuzzy logic extraction. The ... -
Different types of learning algorithms of artificial neural network (ANN) models for prediction of gross calorific value (GCV) of coals
Yilmaz, Isik; Erik, Nazan Yalcin; Kaynar, Oguz (ACADEMIC JOURNALS, 2010)Correlations are very significant from earliest days, in some cases, it is essential as it is difficult to measure the amount directly, and in other cases, it is desirable to ascertain the results with other tests through ... -
Dimensionality reduction for protein secondary structure and solvent accesibility prediction
Aydin, Zafer; Kaynar, Oguz; Gormez, Yasin (IMPERIAL COLLEGE PRESS, 2018)Secondary structure and solvent accessibility prediction provide valuable information for estimating the three dimensional structure of a protein. As new feature extraction methods are developed the dimensionality of the ... -
The effect of economic policies applied in Turkey to the sale of automobiles: multiple regression and neural network analysis
Kitapci, Olgun; Ozekicioglu, Halil; Kaynar, Oguz; Tastan, Serkan (ELSEVIER SCIENCE BV, 2014)The main purpose of the present study is to reveal the effects of economic policies, as one of the macro environmental factors that affect the marketing, on the sale of automobiles. Eight different data sets, which include ... -
Examining of Single Sign on Protocols and A Model of Business Application
Arslan, Halil; Karki, H. Dogan; Yuksek, A. Gurkan; Kaynar, Oguz (IEEE, 2017)Users have to require authentication with many times different a set of username and password which access various service providers and applications in their daily task and on social life. In this case, the user must need ... -
Fabric Defect Detection with LBP-GLMC
Kaynar, Oguz; Isik, Yunus Emre; Gormez, Yasin; Demirkoparan, Ferhan (IEEE, 2017)Fabric defect detection is vital for fabric quality. In the face of increasing fabric production, the fact that the detection of fabric faults by manpower is insufficient in terms of speed and quality has forced firms to ... -
Feature Selection for Protein Dihedral Angle Prediction
Aydin, Zafer; Kaynar, Oguz; Gormez, Yasin (IEEE, 2017)Three-dimensional structure prediction has crucial importance for bioinformatics and theoretical chemistry. One of the main steps of three-dimensional structure prediction is dihedral (torsion) angle prediction. As new ... -
Feature Selection Methods in Sentiment Analaysis
Kaynar, Oguz; Arslan, Halil; Gormez, Yasin; Demirkoparan, Ferhan (IEEE, 2017)In today's technology, people are starting to share their opinions, ideas and feelings through many mediums because the internet is used extensively by every segment. These shares have become an important source of work ... -
FORECASTING INDUSTRIAL PRODUCTION INDEX WITH SOFT COMPUTING TECHNIQUES
Kaynar, Oguz (ACAD ECONOMIC STUDIES, 2012)The production industry has a dynamic structure that is affected by socioeconomic factors such as economical policies, stabilization and competition increasing with globalization and also incorporates complex manufacturing ... -
Forecasting of natural gas consumption with neural network and neuro fuzzy system
Kaynar, Oguz; Yilmaz, Isik; Demirkoparan, Ferhan (SILA SCIENCE, 2011)The prediction of natural gas consumption is crucial for Turkey which follows foreign-dependent policy in point of providing natural gas and whose stock capacity is only 5% of internal total consumption. Prediction accuracy ... -
Graph Based Automatic Document Summarization with Different Similarity Methods
Kaynar, Oguz; Isik, Yunus Emre; Gormez, Yasin (IEEE, 2017)Today, with the rapid increase in the use of the internet, thousands of resources can be reached about an information that is interested. However, it is difficult and time consuming to determine which of these sources is ... -
Intrusion detection with autoencoder based deep learning machine
Kaynar, Oguz; Yuksek, Ahmet Gurkan; Gormez, Yasin; Isik, Yunus Emre (IEEE, 2017)In changing and constantly evolving information age, together with the developments in computer and internet technology, the production, digitization, storage and sharing of information has become much easier than in the ... -
Multiple regression, ANN (RBF, MLP) and ANFIS models for prediction of swell potential of clayey soils
Yilmaz, Isik; Kaynar, Oguz (PERGAMON-ELSEVIER SCIENCE LTD, 2011)In the recent years, new techniques such as; artificial neural networks and fuzzy inference systems were employed for developing of the predictive models to estimate the needed parameters. Soft computing techniques are now ... -
Neural computing models for prediction of permeability coefficient of coarse-grained soils
Yilmaz, Isik; Marschalko, Marian; Bednarik, Martin; Kaynar, Oguz; Fojtova, Lucie (SPRINGER, 2012)Correlations are very significant from the earliest days; in some cases, it is essential as it is difficult to measure the amount directly, and in other cases it is desirable to ascertain the results with other tests through ... -
NSEM: Novel Stacked Ensemble Method for Sentiment Analysis
Emre Isik, Yunus; Gormez, Yasin; Kaynar, Oguz; Aydin, Zafer (IEEE, 2018)Today, people often share their ideas, opinions and feelings through forums, social media sites, blogs and similar platforms. For this reason, access to these data has become very easy. Increase in the number of shares ... -
Probabilistic Roadmap and Artificial Bee Colony Algorithm Cooperation For Path Planning
Alpkiray, Necmettin; Torun, Yunis; Kaynar, Oguz (IEEE, 2018)Path planning for autonomous exploration is a promising topic due to latest development on robot systems. Finding the safest and the shortest path which promise minimum energy consumption is the key problem for path planning. ... -
Soft Computing Approach in Modeling Energy Consumption
Chiroma, Haruna; Abdulkareem, Sameem; Sari, Eka Novita; Abdullah, Zailani; Muaz, Sanah Abdullahi; Kaynar, Oguz; Shah, Habib; Herawan, Tutut (SPRINGER-VERLAG BERLIN, 2014)In this chapter, we build an intelligent model based on soft computing technologies to improve the prediction accuracy of Energy Consumption in Greece. The model is developed based on Genetic Algorithm and Co-Active Neuro ...