Department of Computer Engineering, Book / Book chapter

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Recent Submissions

Unstructured Textual Data Analysis for Underground Built Heritage (UBH) Knowledge Base
Karagöz, Pınar (Consiglio Nazionale delle Ricerche (CNR), 2021-03-01)
Parallel Hybrid Sparse Linear System Solvers
Manguoğlu, Murat; Polizzi, Eric; Sameh, Ahmed (Birkhäuser Basel, 2020-07-01)
The Effect of Various Sparsity Structures on Parallelism and Algorithms to Reveal Those Structures
Selvitopi, Oguz; Acer, Seher; Manguoğlu, Murat; Aykanat, Cevdet (null, 2020-07-01)
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 ...
The Effect of Various Sparsity Structures on Parallelism and Algorithms to Reveal Those Structures
Selvitopi, Oğuz; Acer, Seher; Manguoğlu, Murat; Aykanat, Cevdet (Birkhäuser, 2020-01-01)
Parallel Hybrid Sparse Linear System Solvers
Manguoğlu, Murat; Polizzi, Eric; Sameh, Ahmed (Birkhäuser, 2020-01-01)
Deep Learning Techniques and Optimization Strategies in Big Data Analytics
Thomas ,, J. Joshua; Karagöz, Pınar; Ahmad, Bazeer; Vasant, Pandian (IGI Global, 2020-01-01)
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...
Cloud-Enabled Domain-Based Software Development
Süloğlu, Selma; Kaya, Muhammed Çağrı; Çetinkaya, Anıl; Karamanlıoğlu, Alper; Doğru, Ali Hikmet (null, 2020-01-01)
Türkiye”de Yapay Zekanın Gelişim için görüş ve Öneriler
ADALI, EŞREF; AFYONLUOĞLU, MUSTAFA; GÜVENİR, HALİL ALTAY; ERGİN, OĞUZ; Ertekin Bolelli, Şeyda; KARAKAYA, ZİYA; KOLAT, AYDIN; ÖZBAYOĞLU, AHMET MURAT; TUNCER, T TOLGA; VAROL, ASAF; Yarman Vural, Fatoş Tunay; YAZICI, ALİ (Türkiye Bilişim Derneği (TBD), 2020-01-01)
Yazılım Tanımlı Ağlar ve Siber Güvenlik
Demirci, Merve Sedef; Yürekten, Özgür; Demirci, Mehmet (Grafiker Yayınları, 2019-12-01)
Algorithms for Efficient Learning Systems: Online and Active Learning Approaches
Ertekin Bolelli, Şeyda (VDM Verlag, 2019-01-01)
The Hubness Phenomenon in High-Dimensional Spaces
Mani, Priya; Vazquez, Marilyn; Metcalf-Burton, Jessica Ruth; Domeniconi, Carlotta; Fairbanks, Hillary; Bal Bozkurt, Gülce; Beer, Elizabeth; Tarı, Zehra Sibel (Springer, 2019)
High-dimensional data analysis is often negatively affected by the curse of dimensionality. In high-dimensional spaces, data becomes extremely sparse and distances between points become indistinguishable. As a consequence,...
New Technologies, Development and Application II
Ertekin Bolelli, Şeyda; Keysan, Ozan; Göl, Murat; Bayazit, Hande; Yildiz, Tuna; Marr, Andrea; Ganji, Mehdi; Teimourzadeh, Saeed; Tör, Osman Bülent; Özkavaf, Sıla (null, 2019-01-01)
Variability Incorporated Simultaneous Decomposition of Models Under Structural and Procedural Views
Kaya, Muhammed Çağrı; Süloğlu, Selma; Tokdemir, Gül; Tekinerdoğan, Bedir; Doğru, Ali Hikmet (CRC Press, 2019-01-01)
This chapter presents hierarchical variability as an important development notion especially when considered together with a systems specification through decomposition. A matured domain-specific environment is the precond...
A Data Driven Modeling of Ornaments
Adanova, Venera; Tarı, Zehra Sibel (Springer, 2019)
Ornaments are created by repeating a base motif via combination of four primitive geometric repetition operations: translation, rotation, reflection, and glide reflection. The way the operations are combined defines symmet...
A Non-local Measure for Mesh Saliency via Feature Space Reduction
Tarı, Zehra Sibel; Genctav, Aslı; Genctav, Murat (null, Springer, 2019-01-01)
Guide to Ambient Intelligence in the IoT Environment
Kaya, Muhammed Çağrı; Eroğlu, Alperen; Karamanlıoğlu, Alper; Onur, Ertan; Tekinerdoğan, Bedir; Doğru, Ali Hikmet (2019-01-01)
An Evolutionary Approach for Detecting Communities in Social Networks
Polat, Faruk; Ozturk, Koray (2019-01-01)
Extracting Potentially High Profit Product Feature Groups by Using High Utility Pattern Mining and Aspect Based Sentiment Analysis
Demir, Seyfullah; Alkan, Öznur; Çekinel, Recep Fırat; Karagöz, Pınar (Springer, Cham, 2019-01-01)
As a subproblem of sentiment analysis topic, aspect based sentiment analysis aims to extract distinct opinions for different aspects of a case in a given text. When the case is product review, it is possible to understand ...
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