Bilge Karaçali

According to our database, Bilge Karaçali authored at least 40 papers between 2002 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Time-resolved EEG signal analysis for motor imagery activity recognition.

Bilal Orkan Olcay, Bilge Karaçali

Biomed. Signal Process. Control., September, 2023

Accelerometer-Based Timing Analysis for Parkinson's Disease Classification.

Fatih Onay, Bilge Karaçali

Proceedings of the 31st Signal Processing and Communications Applications Conference, 2023

A Novel Motor Imagery Recognition Approach Based On Perception Latency and Short-Lived Synchronizations.

Bilal Orkan Olcay, Bilge Karaçali

Proceedings of the 31st Signal Processing and Communications Applications Conference, 2023

2021

On the characterization of cognitive tasks using activity-specific short-lived synchronization between electroencephalography channels.

Bilal Orkan Olcay, Murat Özgören, Bilge Karaçali

Neural Networks, 2021

2019

Evaluation of synchronization measures for capturing the lagged synchronization between EEG channels: A cognitive task recognition approach.

Bilal Orkan Olcay, Bilge Karaçali

Comput. Biol. Medicine, 2019

2018

Novel techniques for model-free and fast computation of mutual information.

Serhat Cagdas, Bilge Karaçali

Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

2017

Brain activity characterization by entropic clustering of EEG signals.

Bilal Orkan Olcay, Bilge Karaçali, Murat Özgören, Çagdas Güdücü

Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

2016

An efficient algorithm for large-scale quasi-supervised learning.

Bilge Karaçali

Pattern Anal. Appl., 2016

Annealing-based model-free expectation maximisation for multi-colour flow cytometry data clustering.

Basak Esin Köktürk, Bilge Karaçali

Int. J. Data Min. Bioinform., 2016

Imaginary activity recognition using inter-channel time coherence profiles in EEG data.

Bilal Orkan Olcay, Murat Özgören, Bilge Karaçali

Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

Fisher's Linear Discriminant Analysis Based Prediction using Transient Features of Seismic Events in Coal Mines.

Basak Esin Köktürk Güzel, Bilge Karaçali

Proceedings of the 2016 Federated Conference on Computer Science and Information Systems, 2016

2014

Automatic melodic segmentation of Turkish makam music scores.

Baris Bozkurt, Mustafa Kemal Karaosmanoglu, Bilge Karaçali, Erdem Ünal

Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014

Model-free expectation maximization for divisive hierarchical clustering of multicolor flow cytometry data.

Basak Esin Köktürk, Bilge Karaçali

Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014

2013

Quasi-supervised learning on DNA regions in colon cancer histology slides.

Basak Esin Köktürk, Bilge Karaçali

Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013

Improved quasi-supervised learning by expectation-maximization.

Bilge Karaçali

Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013

2012

Hierarchical Motif Vectors for Prediction of Functional Sites in Amino Acid Sequences Using Quasi-Supervised Learning.

Bilge Karaçali

IEEE ACM Trans. Comput. Biol. Bioinform., 2012

Automated labeling of electroencephalography data using quasi-supervised learning.

Basak Esin Köktürk, Bilge Karaçali

Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012

Analytical and predictive quasi-supervised learning for cancer recognition in digital cytology.

Bilge Karaçali

Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012

2010

Quasi-supervised learning for biomedical data analysis.

Bilge Karaçali

Pattern Recognit., 2010

2007

Information Theoretic Deformable Registration Using Local Image Information.

Bilge Karaçali

Int. J. Comput. Vis., 2007

Automated recognition of cell phenotypes in histology images based on membrane- and nuclei-targeting biomarkers.

Bilge Karaçali, Alexandra P. Vamvakidou, Aydin Tözeren

BMC Medical Imaging, 2007

Automated detection of regions of interest for tissue microarray experiments: an image texture analysis.

Bilge Karaçali, Aydin Tözeren

BMC Medical Imaging, 2007

Prediction potential of candidate biomarker sets identified and validated on gene expression data from multiple datasets.

Michael Gormley, William Dampier, Adam Ertel, Bilge Karaçali, Aydin Tözeren

BMC Bioinform., 2007

2006

Simulation of tissue atrophy using a topology preserving transformation model.

Bilge Karaçali, Christos Davatzikos

IEEE Trans. Medical Imaging, 2006

Simulating deformations of MR brain images for validation of atlas-based segmentation and registration algorithms.

Zhong Xue, Dinggang Shen, Bilge Karaçali, Joshua Stern, David A. Rottenberg, Christos Davatzikos

NeuroImage, 2006

Automated segmentation of white matter lesions in 3D brain MR images, using multivariate pattern classification.

Zhiqiang Lao, Dinggang Shen, Abbas Jawad, Bilge Karaçali, Dengfeng Liu, Elias R. Melhem, R. Nick Bryan, Christos Davatzikos

Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006

A Joint Transformation and Residual Image Descriptor for Morphometric Image Analysis using an Equivalence Class Formulation.

Sokratis Makrogiannis, Ragini Verma, Bilge Karaçali, Christos Davatzikos

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006

2005

Statistical Representation and Simulation of High-Dimensional Deformations: Application to Synthesizing Brain Deformations.

Zhong Xue, Dinggang Shen, Bilge Karaçali, Christos Davatzikos

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005

2004

Estimating topology preserving and smooth displacement fields.

Bilge Karaçali, Christos Davatzikos

IEEE Trans. Medical Imaging, 2004

A comparative analysis of structural risk minimization by support vector machines and nearest neighbor rule.

Bilge Karaçali, Rajeev Ramanath, Wesley E. Snyder

Pattern Recognit. Lett., 2004

Morphological classification of brains via high-dimensional shape transformations and machine learning methods.

Zhiqiang Lao, Dinggang Shen, Zhong Xue, Bilge Karaçali, Susan M. Resnick, Christos Davatzikos

NeuroImage, 2004

Noise Reduction in Surface Reconstruction from a Given Gradient Field.

Bilge Karaçali, Wesley E. Snyder

Int. J. Comput. Vis., 2004

Fully Elastic Multi-Modality Image Registration Using Mutual Information.

Bilge Karaçali

Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004

Morphological Classification of Medical Images using Nonlinear Support Vector Machines.

Christos Davatzikos, Dinggang Shen, Zhiqiang Lao, Zhong Xue, Bilge Karaçali

Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004

2003

Fast minimization of structural risk by nearest neighbor rule.

Bilge Karaçali, Hamid Krim

IEEE Trans. Neural Networks, 2003

Reconstructing discontinuous surfaces from a given gradient field using partial integrability.

Bilge Karaçali, Wesley E. Snyder

Comput. Vis. Image Underst., 2003

Topology Preservation and Regularity in Estimated Deformation Fields.

Bilge Karaçali, Christos Davatzikos

Proceedings of the Information Processing in Medical Imaging, 2003

Structural risk minimization using nearest neighbor rule.

A. Ben Hamza, Hamid Krim, Bilge Karaçali

Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

2002

Partial integrability in surface reconstruction from a given gradient field.

Bilge Karaçali, Wesley E. Snyder

Proceedings of the 2002 International Conference on Image Processing, 2002

Automatic Target Detection Using Multispectral Imaging.

Bilge Karaçali, Wesley E. Snyder

Proceedings of the 31st Applied Image Pattern Recognition Workshop (AIPR 2002), 2002