Bilge Karaçali

Publication Activity (10 Years)

Years Active: 2002-2023
Publications (10 Years): 11

Top Topics

Expectation Maximisation

Hierarchical Clustering

Top Venues

Biomed. Signal Process. Control.

Comput. Biol. Medicine

Publications

Bilal Orkan Olcay, Bilge Karaçali
A Novel Motor Imagery Recognition Approach Based On Perception Latency and Short-Lived Synchronizations. SIU (2023)
Bilal Orkan Olcay, Bilge Karaçali
Time-resolved EEG signal analysis for motor imagery activity recognition. Biomed. Signal Process. Control. 86 (Part B) (2023)
Fatih Onay, Bilge Karaçali
Accelerometer-Based Timing Analysis for Parkinson's Disease Classification. SIU (2023)
Bilal Orkan Olcay, Murat Özgören, Bilge Karaçali
On the characterization of cognitive tasks using activity-specific short-lived synchronization between electroencephalography channels. Neural Networks 143 (2021)
Bilal Orkan Olcay, Bilge Karaçali
Evaluation of synchronization measures for capturing the lagged synchronization between EEG channels: A cognitive task recognition approach. Comput. Biol. Medicine 114 (2019)
Serhat Cagdac, Bilge Karaçali
Novel techniques for model-free and fast computation of mutual information. SIU (2018)
Bilal Orkan Olcay, Bilge Karaçali, Murat Özgören, Cagdas Guducu
Brain activity characterization by entropic clustering of EEG signals. SIU (2017)
Basak Esin Köktürk, Bilge Karaçali
Annealing-based model-free expectation maximisation for multi-colour flow cytometry data clustering. Int. J. Data Min. Bioinform. 14 (1) (2016)
Bilge Karaçali
An efficient algorithm for large-scale quasi-supervised learning. Pattern Anal. Appl. 19 (2) (2016)
Bilal Orkan Olcay, Murat Özgören, Bilge Karaçali
Imaginary activity recognition using inter-channel time coherence profiles in EEG data. SIU (2016)
Basak Esin Köktürk Güzel, Bilge Karaçali
Fisher's Linear Discriminant Analysis Based Prediction using Transient Features of Seismic Events in Coal Mines. FedCSIS (2016)
Basak Esin Köktürk, Bilge Karaçali
Model-free expectation maximization for divisive hierarchical clustering of multicolor flow cytometry data. BIBM (2014)
Baris Bozkurt, Mustafa Kemal Karaosmanoglu, Bilge Karaçali, Erdem Ünal
Automatic melodic segmentation of Turkish makam music scores. SIU (2014)
Bilge Karaçali
Improved quasi-supervised learning by expectation-maximization. SIU (2013)
Basak Esin Köktürk, Bilge Karaçali
Quasi-supervised learning on DNA regions in colon cancer histology slides. SIU (2013)
Bilge Karaçali
Analytical and predictive quasi-supervised learning for cancer recognition in digital cytology. SIU (2012)
Bilge Karaçali
Hierarchical Motif Vectors for Prediction of Functional Sites in Amino Acid Sequences Using Quasi-Supervised Learning. IEEE ACM Trans. Comput. Biol. Bioinform. 9 (5) (2012)
Basak Esin Köktürk, Bilge Karaçali
Automated labeling of electroencephalography data using quasi-supervised learning. SIU (2012)
Bilge Karaçali
Quasi-supervised learning for biomedical data analysis. Pattern Recognit. 43 (10) (2010)
Bilge Karaçali, Aydin Tözeren
Automated detection of regions of interest for tissue microarray experiments: an image texture analysis. BMC Medical Imaging 7 (2007)
Bilge Karaçali, Alexandra P. Vamvakidou, Aydin Tözeren
Automated recognition of cell phenotypes in histology images based on membrane- and nuclei-targeting biomarkers. BMC Medical Imaging 7 (2007)
Michael Gormley, William Dampier, Adam Ertel, Bilge Karaçali, Aydin Tözeren
Prediction potential of candidate biomarker sets identified and validated on gene expression data from multiple datasets. BMC Bioinform. 8 (2007)
Bilge Karaçali
Information Theoretic Deformable Registration Using Local Image Information. Int. J. Comput. Vis. 72 (3) (2007)
Sokratis Makrogiannis, Ragini Verma, Bilge Karaçali, Christos Davatzikos
A Joint Transformation and Residual Image Descriptor for Morphometric Image Analysis using an Equivalence Class Formulation. CVPR Workshops (2006)
Bilge Karaçali, Christos Davatzikos
Simulation of tissue atrophy using a topology preserving transformation model. IEEE Trans. Medical Imaging 25 (5) (2006)
Zhiqiang Lao, Dinggang Shen, Abbas Jawad, Bilge Karaçali, Dengfeng Liu, Elias R. Melhem, R. Nick Bryan, Christos Davatzikos
Automated segmentation of white matter lesions in 3D brain MR images, using multivariate pattern classification. ISBI (2006)
Zhong Xue, Dinggang Shen, Bilge Karaçali, Joshua Stern, David A. Rottenberg, Christos Davatzikos
Simulating deformations of MR brain images for validation of atlas-based segmentation and registration algorithms. NeuroImage 33 (3) (2006)
Zhong Xue, Dinggang Shen, Bilge Karaçali, Christos Davatzikos
Statistical Representation and Simulation of High-Dimensional Deformations: Application to Synthesizing Brain Deformations. MICCAI (2) (2005)
Bilge Karaçali, Christos Davatzikos
Estimating topology preserving and smooth displacement fields. IEEE Trans. Medical Imaging 23 (7) (2004)
Bilge Karaçali
Fully Elastic Multi-Modality Image Registration Using Mutual Information. ISBI (2004)
Zhiqiang Lao, Dinggang Shen, Zhong Xue, Bilge Karaçali, Susan M. Resnick, Christos Davatzikos
Morphological classification of brains via high-dimensional shape transformations and machine learning methods. NeuroImage 21 (1) (2004)
Bilge Karaçali, Wesley E. Snyder
Noise Reduction in Surface Reconstruction from a Given Gradient Field. Int. J. Comput. Vis. 60 (1) (2004)
Bilge Karaçali, Rajeev Ramanath, Wesley E. Snyder
A comparative analysis of structural risk minimization by support vector machines and nearest neighbor rule. Pattern Recognit. Lett. 25 (1) (2004)
Christos Davatzikos, Dinggang Shen, Zhiqiang Lao, Zhong Xue, Bilge Karaçali
Morphological Classification of Medical Images using Nonlinear Support Vector Machines. ISBI (2004)
Abdessamad Ben Hamza, Hamid Krim, Bilge Karaçali
Structural risk minimization using nearest neighbor rule. ICME (2003)
Bilge Karaçali, Christos Davatzikos
Topology Preservation and Regularity in Estimated Deformation Fields. IPMI (2003)
Bilge Karaçali, Wesley E. Snyder
Reconstructing discontinuous surfaces from a given gradient field using partial integrability. Comput. Vis. Image Underst. 92 (1) (2003)
A. Ben Hamza, Hamid Krim, Bilge Karaçali
Structural risk minimization using nearest neighbor rule. ICASSP (6) (2003)
Bilge Karaçali, Hamid Krim
Fast minimization of structural risk by nearest neighbor rule. IEEE Trans. Neural Networks 14 (1) (2003)
Bilge Karaçali, Wesley E. Snyder
Partial integrability in surface reconstruction from a given gradient field. ICIP (2) (2002)
Bilge Karaçali, Wesley E. Snyder
Automatic Target Detection Using Multispectral Imaging. AIPR (2002)