Pınar Karagöz

Department of Computer Engineering
Scopus Author ID
Web of Science Researcher ID
Reducing the cost of wind resource assessment: using a regional wind power forecasting method for assessment
Ozkan, Mehmet Baris; Karagöz, Pınar (2021-03-01)
Wind energy, with its high potential, has an important place among renewable energy sources. Therefore, the number of investments on wind energy is increasing with new turbine technologies and solutions. For the investors ...
Extracting process hierarchies by multi-sequence alignment adaptations
Esgin, Eren; Karagöz, Pınar (2021-01-01)
© 2021 Informa UK Limited, trading as Taylor & Francis Group.Process mining is an active research area that provides a wide range of automated process discovery, conformance checking and process enhancement solutions by ex...
Named entity recognition on morphologically rich language: exploring the performance of BERT with varying training levels
Kılıç, Yüksel Pelin; Dinç, Duygu; Karagöz, Pınar (null; 2020-12-13)
Learning to rank by using multivariate adaptive regression splines and conic multivariate adaptive regression splines
Altinok, Gulsah; Karagöz, Pınar; Batmaz, İnci (Wiley, 2020-10-22)
Learning to rank is a supervised learning problem that aims to construct a ranking model for the given data. The most common application of learning to rank is to rank a set of documents against a query. In this work, we f...
Türkçe Resmi Olmayan Metinlerde İroni Tespiti için Sinirsel Yöntemlerin İncelenmesi
Cidecio, Cenk; Cemek, Yeşim; Öztürk, Aslı Umay; Çekinel, Recep Fırat; Karagöz, Pınar (2020-10-07)
Comparison of Integer Linear Programming and Dynamic Programming Approaches for ATM Cash Replenishment Optimization Problem
Ozer, Fazilet; Toroslu, İsmail Hakkı; Karagöz, Pınar (2020-07-01)
With the automated teller machine (ATM) cash replenishment problem, banks aim to reduce the number of out-of-cash ATMs and duration of out-of-cash status. On the other hand, they want to reduce the cost of cash replenishme...
Wikipedia enriched advertisement recommendation for microblogs by using sentiment enhanced user profiles
Simsek, Atakan; Karagöz, Pınar (2020-04-01)
Advertisement recommendation on the Web is a popular research problem. For microblog platforms, different requirements arise due to the differences in the context of social media and social network. In this work, we propos...
Event Detection on Communities: Tracking the Change in Community Structure within Temporal Communication Networks
Aktunç, Rıza; Toroslu, İsmail Hakkı; Karagöz, Pınar (Springer, Cham, 2020-01-01)
In this work, we focus on social interactions in communities in order to detect events. There are several previous efforts for the event detection problem based on analyzing the change in the network structure in terms of ...
Large-Scale Renewable Energy Monitoring and Forecast Based on Intelligent Data Analysis
Özkan, Mehmet Barış; Küçük, Dilek; Buhan, Serkan; Demirci, Turan; Karagöz, Pınar (IGI Global, 2020-01-01)
Intelligent data analysis techniques such as data mining or statistical/machine learning algorithms are applied to diverse domains, including energy informatics. These techniques have been successfully employed in order to...
Recent Trends in the Use of Graph Neural Network Models for Natural Language Processing
Yılmaz, Burcu; Genç, Hilal; Ağrıman, Mustafa; Demirdöver, Buğra Kaan; Erdemir, Mert; Şimşek, Gökhan; Karagöz, Pınar (IGI Global, 2020-01-01)
Graphs are powerful data structures that allow us to represent varying relationships within data. In the past, due to the difficulties related to the time complexities of processing graph models, graphs rarely involved mac...
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