Ayse Demirhan

18 papers Journal 13Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
A robust and scalable intrusion detection framework for SDN with GAN-CL-STO.
J. Supercomput.
Naseer Hameed Saadoon Al-Sarray, Ayse Demirhan, Javad Rahebi
2025 J jnl
Improving Stroke Segmentation and Classification Performance Using a Goal-Oriented Deep Learning Framework.
Int. J. Imaging Syst. Technol.
Büsra Uygun, Ayse Demirhan
2025 J jnl
Recycle Aware: A New Smart End-To-End Recycle Bin with Embedded Deep Learning.
Signal Image Video Process.
Onur Kara, Ayse Demirhan
2023 J jnl
Development of an obstacle avoiding autonomous vehicle by using stereo depth estimation and artificial intelligence based semantic segmentation.
Eng. Appl. Artif. Intell.
Utku Ulusoy, Ogulcan Eren, Ayse Demirhan
2021 J jnl
Comparison of the Effectiveness of Deep Learning Methods for Face Mask Detection.
Traitement du Signal
Onur Gedik, Ayse Demirhan
2017 J jnl
Neuroimage-based clinical prediction using machine learning tools.
Int. J. Imaging Syst. Technol.
Ayse Demirhan
2017 — conf
Pattern analysis for the neuroimaging based diagnosis of schizophrenia.
SIU
Ayse Demirhan
2017 — conf
Random forests based recognition of the clinical labels using brain MRI scans.
ICFSP
Ayse Demirhan
2015 — conf
Feature selection improves the accuracy of classifying Alzheimer disease using diffusion tensor images.
ISBI
Ayse Demirhan, Talia M. Nir, Artemis Zavaliangos-Petropulu, Clifford R. Jack, Michael W. Weiner, Matt A. Bernstein, Paul M. Thompson, Neda Jahanshad
2015 J jnl
Segmentation of Tumor and Edema Along With Healthy Tissues of Brain Using Wavelets and Neural Networks.
IEEE J. Biomed. Health Informatics
Ayse Demirhan, Mustafa Toru, Inan Güler
2014 J jnl
Analysis of Changes in Market Shares of Commercial Banks Operating in Turkey Using Computational Intelligence Algorithms.
Adv. Artif. Intell.
Mehmet Fatih Amasyali, Ayse Demirhan, Mert Bal
2014 — conf
Automatic segmentation of tumor, EDEMA and healthy tissues of brain using neuro fuzzy inference system.
SIU
Ayse Demirhan, Inan Güler
2012 — —
Beyin mr görüntülerinin dalgacık dönüşümü ve özörgütlemeli harita ağları kullanılarak bölütlenmesi (Segmentation of brain mr images using wavelet transform and self organizing maps neural network)
Ayse Demirhan
2011 J jnl
Combining stationary wavelet transform and self-organizing maps for brain MR image segmentation.
Eng. Appl. Artif. Intell.
Ayse Demirhan, Inan Güler
2011 J jnl
Creating Competitive Advantage by Using Data Mining Technique as an Innovative Method for Decision Making Process in Business.
Int. J. Online Mark.
Mert Bal, Yasemin Bal, Ayse Demirhan
2010 J jnl
A Survey on Application of Quantitative Methods on Analysis of Brain Parameters Changing with Temperature.
J. Medical Syst.
Ayse Demirhan, Memduh Kaymaz, Rasit Ahiska, Inan Güler
2009 J jnl
Interpretation of MR images using self-organizing maps and knowledge-based expert systems.
Digit. Signal Process.
Inan Güler, Ayse Demirhan, Rukiye Karakis
2008 J jnl
MR Images Restoration With the Use of Fuzzy Filter Having Adaptive Membership Parameters.
J. Medical Syst.
Inan Güler, Abdullah Toprak, Ayse Demirhan, Rukiye Karakis