Dionysis Goularas
Mühendislik Fakültesi - Bilgisayar Mühendisliği Bölümü

Variants	Goularas, D.
E-Mail	goularas@cse.yeditepe.edu.tr
Website
Status	Aktif
Academic degree	Doç. Dr.
YÖK Researcher Number	285608

Citation Distributions

Axsis Publication Distribution 1

Image to Music: Cross-Modal Melody Generation Through Image Captioning

Kaplan, AlperAdvances in machine learning in recent years have also been seen in computationally creative systems. Interest in machine-generated artifacts paved a way for creative models to evolve as such. But the earlier methods mostly explored a one domain approach and cross-modal learning has stayed relatively unexplored. Thus, the direct mapping between modalities for cross-modal creative models is not fully explored. This work proposes a novel methodology for generating symbolic music through images by directly mapping their features. A CNN encoder and ...More Preprint2023Yeditepe University Academic and Open Access Information System86 Views

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YÖK Academic Information

Education Task Project Article Bildiri

2002 - 2005

Université Paris-Sud (Université Paris XI)

2001 - 2001

Université Paris XI

1987 - 1995

Aristotle University of Thessaloniki

2024

DOKTOR ÖĞRETİM ÜYESİ

YEDİTEPE ÜNİVERSİTESİ

MÜHENDİSLİK FAKÜLTESİ BİLGİSAYAR MÜHENDİSLİĞİ BÖLÜMÜ

01.09.2017 - 31.08.2019 Erasmus Timeline Travel: An Alternative Tool for Architectural History Learning and Teaching.2017-1-TR01-KA203-046818Avrupa Birliği

Fon : 180075

Evaluation of Students’ Flow State in an E-learning Environment Through Activity and Performance Using Deep Learning Techniques YUSUF CAN SEMERCI,DIONYSIS GOULARAS , Yayın Yeri:Journal of Educational Computing Research , 2021Uluslararası Hakemli SSCI Özgün Makale https://dx.doi.org/10.1177/0735633120979836

Predicting the prognosis of MCI patients using longitudinal MRI data FÜSUN ER,DIONYSIS GOULARAS , Yayın Yeri:IEEE/ACM Transactions on Computational Biology and Bioinformatics , 2021Uluslararası Hakemli SCI-Expanded Özgün Makale https://dx.doi.org/10.1109/TCBB.2020.3017872

A Turkish Question Answering System Based on Deep Learning Neural Networks CAVİDE BALKI GEMİRTER,DIONYSIS GOULARAS , Yayın Yeri:Journal of Intelligent Systems: Theory and Applications , 2021Ulusal Hakemli TR DİZİN Özgün Makale https://dx.doi.org/10.38016/jista.815823

A General Framework for Teaching Software Engineering and Improving Collaboration Skills in Multidisciplinary Teams DIONYSIS GOULARAS,MERT ÖZKAYA,TACHA SERIF,SEZER GÖREN UĞURDAĞ , Yayın Yeri:Journal of Aeronautics and Space Technologies , 2021Ulusal Hakemli TR DİZİN Özgün Makale

A novel Convolutional Neural Network Model Based on Voxel-based Morphometry of Imaging Data in Predicting the Prognosis of Patients with Mild Cognitive Impairment FÜSUN ER,DIONYSIS GOULARAS,BURCU ÖRMECİ , Yayın Yeri:Journal of Neurological Sciences-Turkish , 2017Ulusal Hakemli SCI-Expanded Özgün Makale

Distinguishing age-related cognitive decline from dementias: A study based on machine learning algorithms FÜSUN ER,İŞÇEN PINAR,ŞEVKİ ŞAHİN,NİLGÜN ÇINAR,SİBEL KARŞIDAĞ,DIONYSIS GOULARAS , Yayın Yeri:Journal of Clinical Neuroscience , 2017Uluslararası Hakemli SCI Özgün Makale https://dx.doi.org/10.1016/j.jocn.2017.03.021

Status and potential clinical value of a transthoracic evaluation of the coronary arteries FABIEN LABOMBARDA,SAMUELA CASTELNUOVO,DIONYSIS GOULARAS,CESARE SIRTORI , Yayın Yeri:Cardiovascular Ultrasound , 2016Uluslararası Hakemli SCI-Expanded Özgün Makale https://dx.doi.org/10.1186/s12947-016-0048-5

A new reconstruction of Sts 14 pelvis (Australopithecus africanus) from computed tomography and three-dimensional modeling techniques CHRISTINE BERGE,DIONYSIS GOULARAS , Yayın Yeri:Journal of Human Evolution , 2010Uluslararası Hakemli SCI Özgün Makale https://dx.doi.org/10.1016/j.jhevol.2009.11.006

3D image modelling and specific treatments in orthodontics domain DIONYSIS GOULARAS,KHALIFA DJEMAL,YANNIS MANOUSSAKIS , Yayın Yeri:Applied Bionics and Biomechanics , 2007Uluslararası Hakemli Diğer endeksler (Scopus) Özgün Makale https://dx.doi.org/10.1080/11762320701754753

The Australopithecus pelvic morphology (Stw 431 and Sts 14): The taxonomic evidence CHRISTINE BERGE,RJ CLARKE,DIONYSIS GOULARAS,JM KIBII , Yayın Yeri:Journal of Morphology , 2007Uluslararası Hakemli SCI Özet

Visualisation of Burring Operation in Virtual Surgery Simulation ESİN ONBAŞIOĞLU,BAŞAR ATALAY,DIONYSIS GOULARAS,Ahu Soydan,KORAY KADİR ŞAFAK,ALİ FETHİ OKYAR (12.07.2010 -14.07.2010 ) , Yayın Yeri:10th Biennial Conference on Engineering Systems Design and Analysis (ASME 2010 ) , 2010Uluslararası Tam metin bildiri

Adaptive Triangulation Method for the Management of the Topology Changes in 3D boundary Reconstruction DIONYSIS GOULARAS,KHALIFA DJEMAL,YANNIS MANOUSSAKIS (19.03.2007 -22.03.2007 ) , Yayın Yeri:4th International Multi-Conference on Systems, Signals and Devices (SSD 2007) , 2007Uluslararası Tam metin bildiri

Location analysis for a grocery store based on a multi-objective optimization approach İPEK ÇEBİ,DIONYSIS GOULARAS (11.11.2021 ) , Yayın Yeri:2021 International Conference on Computer, Information and Telecommunication Systems (CITS 2021)Uluslararası Tam metin bildiri

Frequency component extraction from color images for specific sound transformation and analysis GİZEM AKTI,DIONYSIS GOULARAS (15.10.2012 -18.10.2012 ) , Yayın Yeri:3rd International Conference on Image Processing Theory, Tools and Applications (IPTA 2012) , 2012Uluslararası Tam metin bildiri

Specific 3D Treatment in Orthodontics Domain DIONYSIS GOULARAS,Khalifa Djemal,Yannis Manoussakis,Cyril Cosenza (25.08.2006 -28.08.2006 ) , Yayın Yeri:5th International Symposium on Robotics and Automation (ISRA 2006) , 2006Uluslararası Tam metin bildiri

DIVITOR Client/Server Application DIgitization, VIsualisation and Treatment in ORthodontics DIONYSIS GOULARAS,KHALIFA DJEMAL,YANNIS MANOUSSAKIS,CYRIL COSENZA (01.07.2005 -03.07.2005 ) , Yayın Yeri:5th International Network Conference (INC 2005) , 2005Uluslararası Tam metin bildiri

Optical Music Recognition of the Hamparsum Notation DIONYSIS GOULARAS,KURŞAT ÇINAR (06.11.2019 -09.11.2019 ) , Yayın Yeri:9th International Conference on Image Processing Theory, Tools and Applications (IPTA 2019) , 2019Uluslararası Tam metin bildiri

An Interdisciplinary Approach In Software Engineering: Engineers Meet Designers DIONYSIS GOULARAS,TACHA SERIF,SEZER GÖREN UĞURDAĞ (10.09.2018 -12.09.2018 ) , Yayın Yeri:12. Ulusal Yazıllım Mühendisliği Sempozyumu (YUMS’18) , 2018Ulusal Tam metin bildiri

Evaluation of deep learning techniques in sentiment analysis from Twitter data SANI KAMIŞ,DIONYSIS GOULARAS (26.08.2019 -28.08.2019 ) , Yayın Yeri:International Conference on Deep Learning and Machine Learning in Emerging Applications (Deep-ML 2019) , 2019Uluslararası Tam metin bildiri

A Data Analysis and Behavior Model for Study of Consumer Service in the Financial Sector SULTAN TATLILIOĞLU,DIONYSIS GOULARAS (19.04.2019 -21.04.2019 ) , Yayın Yeri:3rd International Symposium on Innovative Approaches in Scientific Studies (ISAS 2019) , 2019Uluslararası Tam metin bildiri

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