Items where Division is "Computer Science & Eng." and Year is 2021

A

Aktaş, Ethem Utku (2021) Automated software issue triage in large scale industrial context. [Thesis]

Al Ayoubi, Muhammed Moyasar (2021) Chemical biomarker profiles extraction for honeybee pathogens using machine learning. [Thesis]

Ali Ahmed, Sara Atito (2021) Deep learning ensembles for image understanding. [Thesis]

Ali Ahmed, Sara Atito and Zor, Cemre and Awais, Muhammad and Yanıkoğlu, Berrin and Kittler, Josef (2021) Deep convolutional neural network ensembles using ECOC. IEEE Access, 9 . pp. 86083-86095. ISSN 2169-3536

Ali Pour, Mahdi (2021) Testitalready: A code-free approach for authoring executable and maintainable test cases for non-technical stakeholders. [Thesis]

Alptekin, Halit (2021) Trapdroid: Bare-metal android malware behavior analysis framework. [Thesis]

Aydın, Mustafa (2021) Intelligent cyber attack detection using social media posts. [Thesis]

B

Bagci, Caner and Bryant, David and Çetinkaya, Banu and Huson, Daniel H. (2021) Microbial phylogenetic context using phylogenetic outlines. Genome Biology and Evolution, 13 (9). ISSN 1759-6653

Barakat, H. and Yeniterzi, Reyyan and Martín-Domingo, L. (2021) Applying deep learning models to twitter data to detect airport service quality. Journal of Air Transport Management, 91 . ISSN 0969-6997 (Print) 1873-2089 (Online)

Beken Fikri, Figen and Oflazer, Kemal and Yanıkoğlu, Berrin (2021) Semantic similarity based evaluation for abstractive news summarization. In: 1st Workshop on Natural Language Generation, Evaluation, and Metrics, GEM 2021, Virtual, Online

Beken Fikri, Figen and Oflazer, Kemal and Yanıkoğlu, Berrin (2021) Turkish dataset for semantic textual similarity [Anlamsal metin benzerliği için Türkçe veri kümesi]. In: 29th Signal Processing and Communications Applications Conference (SIU), Istanbul, Turkey

C

Cha, Meeyoung and Cha, Chiyoung and Singh, Karandeep and Lima, Gabriel and Ahn, Yong Yeol and Kulshrestha, Juhi and Varol, Onur (2021) Prevalence of misinformation and factchecks on the COVID-19 pandemic in 35 countries: observational infodemiology study. JMIR Human Factors, 8 (1). ISSN 2292-9495

D

Demir, Simge (2021) Idemix based anonymization for home automation systems. [Thesis]

F

Fındık, Yasin and Boz, Hasan Alp and Balcısoy, Selim (2021) Facilitating decision-making with multimodal interfaces in collaborative analytical sessions. In: Thalmann, Nadia Magnenat and Zhang, Jian Jun and Ramanathan, Manoj and Thalmann, Daniel, (eds.) Intelligent Scene Modeling and Human-Computer Interaction. Human–Computer Interaction Series. Springer, Switzerland, pp. 199-220. ISBN 978-3-030-71004-0 (Print) 978-3-030-71002-6 (Online)

G

Gezici, Gizem and Lipani, Aldo and Saygın, Yücel and Yılmaz, Emine (2021) Evaluation metrics for measuring bias in search engine results. Information Retrieval Journal, 24 (2). pp. 85-113. ISSN 1386-4564 (Print) 1573-7659 (Online)

Göktürk, Gökhan (2021) Ultra-fast influence maximization with fused sampling and sketches. [Thesis]

Göktürk, Gökhan and Kaya, Kamer (2021) Boosting parallel influence-maximization Kernels for undirected networks with fusing and vectorization. IEEE Transactions on Parallel and Distributed Systems, 32 (5). pp. 1001-1013. ISSN 1045-9219 (Print) 1558-2183 (Online)

Gürkan, Mert (2021) Leveraging innovative data sources for analysis of migration patterns. [Thesis]

H

Hürriyetoğlu, Ali and Tanev, Hristo and Zavarella, Vanni and Piskorski, Jakub and Yeniterzi, Reyyan and Yörük, Erdem and Mutlu, Osman and Yüret, Deniz and Villavicencio, Aline (2021) Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE 2021): Workshop and Shared Task Report. In: Challenges and Applications of Automated Extraction of Sociopolitical Events from Text (CASE 2021) Workshop, Association for Computational Linguistics (ACL), Virtual

K

Kaya, Erdem and Alpan, Eray and Balcısoy, Selim and Bozkaya, Burçin (2021) Quantifying insurance agency channel dynamics using premium sales big data and external factors. Big Data, 9 (2). pp. 116-131. ISSN 2167-6461 (Print) 2167-647X (Online)

Kızılırmak, Fırat and Aptoula, Erchan (2021) Crop classification from multi-temporal and multi-spectral remote sensing images [Çoklu-zamanlı ve çoklu-bantlı uzaktan algılanmış görüntülerde tarım ürünlerinin sınıflandırılması]. In: 29th Signal Processing and Communications Applications Conference (SIU), Istanbul, Turkey

Kjamilji, Artrim (2021) Blockchain driven secure and private machine learning algorithms for post-quantum 5G/6G enabled industrial IOT with applications to cyber-security and health. [Thesis]

Kjamilji, Artrim and Savaş, Erkay and Levi, Albert (2021) Efficient secure building blocks with application to privacy preserving machine learning algorithms. IEEE Access, 9 . pp. 8324-8353. ISSN 2169-3536

Korkmaz, Ömer and Yılmaz, Cemal (2021) SYSMODIS: a systematic model discovery approach. In: IEEE International Conference on Software Testing, Verification and Validation Workshops (ICSTW), Porto de Galinhas, Brazil

M

Mercan, Hanefi (2021) Unified combinatorial interaction testing. [Thesis]

Mercan, Hanefi and Yilmaz, Cemal (2021) Computing sequence covering arrays using unified combinatorial interaction testing. In: IEEE International Conference on Software Testing, Verification and Validation Workshops (ICSTW), Porto de Galinhas, Brazil

N

Nabi, Afshan (2021) Discovering coding LNCRNAS using deep learning training dynamics. [Thesis]

Nouman, Ahmed and Patoğlu, Volkan and Erdem, Esra (2021) Hybrid conditional planning for robotic applications. International Journal of Robotics Research, 40 (2-3). pp. 594-623. ISSN 0278-3649 (Print) 1741-3176 (Online)

O

Orman, Günce Keziban and Türe, Nadir and Balcısoy, Selim and Boz, Hasan Alp (2021) Finding proper time intervals for dynamic network extraction. Journal of Statistical Mechanics: Theory and Experiment, 2021 (3). ISSN 1742-5468

S

Saraç, N. Ege and Altun, Ömer Faruk and Atam, Kamil Tolga and Karahoda, Sertaç and Kaya, Kamer and Yenigün, Hüsnü (2021) Boosting expensive synchronizing heuristics. Expert Systems with Applications, 167 . ISSN 0957-4174 (Print) 1873-6793 (Online)

T

Taş, Mustafa Kemal and Kaya, Kamer and Yenigün, Hüsnü (2021) Synchronizing billion-scale automata. Information Sciences, 574 . pp. 162-175. ISSN 0020-0255 (Print) 1872-6291 (Online)

Tezer, Vatan Aksoy (2021) Automated test case generation for self-driving cars using CCTV videos. [Thesis]

U

Uzun, Abdulkadir and Abdul Ghani, Firas and Ahmadi Najafabadi, Amir Mohsen and Yenigün, Hüsnü and Tekin, İbrahim (2021) Indoor positioning system based on global positioning system signals with down- and up-converters in 433 MHz ISM band. Sensors, 21 (13). ISSN 1424-8220

Y

Yağlıoğlu, Berk (2021) Computing matrix permanents and counting perfect matchings on GPUS. [Thesis]

Yang, Deheng and Liu, Kui and Kim, Dongsun and Koyuncu, Anıl and Kim, Kisub and Tian, Haoye and Lei, Yan and Mao, Xiaoguang and Klein, Jacques and Bissyandé, Tegawendé F. (2021) Where were the repair ingredients for Defects4j bugs? Exploring the impact of repair ingredient retrieval on the performance of 24 program repair systems. Empirical Software Engineering, 26 (6). ISSN 1382-3256 (Print) 1573-7616 (Online)

Yıldırım, Sinan and Kurutmaz, M. Burak and Barsbey, Melih and Şimşekli, Umut and Cemgil, A. Taylan (2021) Bayesian allocation model: marginal likelihood-based model selection for count tensors. IEEE Journal of Selected Topics in Signal Processing, 15 (3). pp. 560-573. ISSN 1932-4553 (Print) 1941-0484 (Online)

Yılmaz, Cemal (2021) The software aspect of preserving digital arts. In: Artut, Selçuk and Karaman, Osman Serhat and Yılmaz, Cemal, (eds.) Technological arts preservation. Sabancı University Sakıp Sabancı Museum (SSM), Istanbul, Turkey, pp. 102-115. ISBN 978-625-7329-16-3

Yılmaz, Emir Alaattin (2021) Recommendation System by Link Prediction Approach on Transactional Data. [Thesis]

Ç

Çelik, Furkan and Dalkılıç, Tuğberk and Beyhan, Fatih and Yeniterzi, Reyyan (2021) SU-NLP at CASE 2021 task 1: protest news detection for english. In: 4th Workshop on Challenges and Applications of Automated Extraction of Socio-Political Events from Text, CASE 2021, Virtual, Online

Çetin, Gizem S. and Savaş, Erkay and Sunar, Berk (2021) Homomorphic sorting with better scalability. IEEE Transactions on Parallel and Distributed Systems, 32 (4). pp. 760-771. ISSN 1045-9219 (Print) 1558-2183 (Online)

Ö

Örs, Faik Kerem (2021) Data driven intrusion detection for 6LoWPAN based IoT systems. [Thesis]

Özdemir, Anıl (2021) Data driven exploration of document collection to understand underlying social fabric using graph representation learning. [Thesis]

Özsaygın, Oğuz (2021) Applications of unified combinatorial interaction testing. [Thesis]

Öztürk, Ülkü and Boz, Hasan Alp and Balcısoy, Selim (2021) Visual analytic based ship collision probability modeling for ship navigation safety. Expert Systems with Applications, 175 . ISSN 0957-4174 (Print) 1873-6793 (Online)

Ş

Şimşek, Şevval (2021) Privacy preserving identification in home automation systems. [Thesis]