02.1. Department of Artificial Intelligence Engineering

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02.1. Department of Artificial Intelligence Engineering
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Ankara
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Turkey

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Issue DateTitleAuthor(s)
1Sep-2018Algorithmic financial trading with deep convolutional neural networks: Time series to image conversion approachSezer, Ömer Berat; Özbayoğlu, Ahmet Murat 
22021Analysing SEER cancer data using signed maximal frequent itemset networksKocak, Yunuscan; Ozyer, Tansel 
3May-2020Analysis and prediction in sparse and high dimensional text data: The case of Dow Jones stock marketSert, Onur Can; Şahin, Salih Doruk; Özyer, Tansel ; Alhajj, Reda
42012Analysis of gas-liquid behavior in eccentric horizontal annuli with image processing and artificial intelligence techniquesÖzbayoğlu, Ahmet Murat ; Yüksel, H. Ertan
5Dec-2017Automated Image Matching and New Readings for Cyrus the Great's 547 BC Campaign in the Nabonidus Chronicle (BM 35382 = ABC 7)Adalı, Selim Ferruh; Demirci, Muhammed Fatih ; Özbayoğlu, Ahmet Murat 
69-Jun-2015Boosting real-time recognition of hand posture and gesture for virtual mouse operations with segmentationÖztürk, O.; Aksaç, Alper; Özyer, Tansel ; Alhajj, Reda
72021CACTUS: A Digital Tool for Quality Assurance, Education and Evaluation in Surgical PathologyAksaç, Alper; Demetrick, Douglas J.; Box, Adrian; DiFrancesco, Lisa; Minoo, Parham; Özyer, Tansel ; Rokne, Jon
8Jun-2017Complex networks driven salient region detection based on superpixel segmentationAksaç, Alper; Özyer, Tansel ; Alhajj, Reda
92019Computational intelligence models for PIV based particle (cuttings) direction and velocity estimation in multi-phase flowsTombul, H.; Özbayoğlu, Ahmet Murat ; Özbayoğlu, M. E.
102013A Consistency-Based Feature Selection Method Allied with Linear SVMs for HIV-1 Protease Cleavage Site PredictionÖztürk, Orkun; Aksaç, Alper; Elsheikh, Abdallah; Özyer, Tansel ; Alhajj, Reda
11Feb-2018Context-Aware Computing, Learning, and Big Data in Internet of Things: A SurveySezer, Ömer Berat; Doğdu, Erdoğan; Özbayoğlu, Ahmet Murat 
12Dec-2019CutESC: Cutting edge spatial clustering technique based on proximity graphsAksaç, Alper; Özyer, Tansel ; Alhajj, Reda
13Aug-2018Deep convolutional autoencoder for radar-based classification of similar aided and unaided human activitiesSeyfioğlu, Mehmet Saygın; Özbayoğlu, Ahmet Murat ; Gürbüz, Sevgi Zübeyde
142022Deep Learning Based Hybrid Computational Intelligence Models for Options PricingArin, Efe; Özbayoğlu, Ahmet Murat 
152021Deep learning-based investment strategy: technical indicator clustering and residual blocksMaratkhan, Anuar; İlyassov, Ibrakhim; Aitzhanov, Madiyar; Demirci, Muhammed Fatih ; Özbayoğlu, Ahmet Murat 
162020Deep Multi-Layer Perceptron based Prediction of Energy Efficiency and Surface Quality for Milling in The Era of Sustainability and Big DataSerin, Gökberk; Şener, Batıhan; Güdelek, M. Uğur; Özbayoğlu, Ahmet Murat ; Ünver, Hakkı Özgür 
172011Discovering cancer biomarkers: From DNA to communities of genesAlshalalfa M.; Özyer, T. ; Alhajj R.; Rokne J.
182009Dynamic cache invalidation scheme for wireless mobile environmentsMadhukar, Alok; Özyer, Tansel ; Alhajj, Reda
192021Efficient computation of wireless sensor network lifetime through deep neural networksYılmaz, Muhammed; Özbayoğlu, Ahmet Murat ; Tavlı, Bülent 
202008Employing clustering techniques for automatic information extraction from HTML documentsAshraf, Fatima; Özyer, Tansel ; Alhajj, Reda