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2020 – today
- 2023
[j19]Bilal Orkan Olcay, Bilge Karaçali:
Time-resolved EEG signal analysis for motor imagery activity recognition. Biomed. Signal Process. Control. 86(Part B): 105179 (2023)- [c22]Bilal Orkan Olcay, Bilge Karaçali:
A Novel Motor Imagery Recognition Approach Based On Perception Latency and Short-Lived Synchronizations. SIU 2023: 1-4 - [c21]Fatih Onay, Bilge Karaçali:
Accelerometer-Based Timing Analysis for Parkinson's Disease Classification. SIU 2023: 1-4 - 2021
- [j18]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: 452-474 (2021)
2010 – 2019
- 2019
- [j17]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) - 2018
- [c20]Serhat Cagdas, Bilge Karaçali:
Novel techniques for model-free and fast computation of mutual information. SIU 2018: 1-4 - 2017
- [c19]Bilal Orkan Olcay, Bilge Karaçali, Murat Özgören, Çagdas Güdücü:
Brain activity characterization by entropic clustering of EEG signals. SIU 2017: 1-4 - 2016
- [j16]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): 86-99 (2016) - [j15]Bilge Karaçali:
An efficient algorithm for large-scale quasi-supervised learning. Pattern Anal. Appl. 19(2): 311-323 (2016) - [c18]Basak Esin Köktürk Güzel, Bilge Karaçali:
Fisher's Linear Discriminant Analysis Based Prediction using Transient Features of Seismic Events in Coal Mines. FedCSIS 2016: 231-234 - [c17]Bilal Orkan Olcay, Murat Özgören, Bilge Karaçali:
Imaginary activity recognition using inter-channel time coherence profiles in EEG data. SIU 2016: 1365-1368 - 2014
- [c16]Basak Esin Köktürk, Bilge Karaçali:
Model-free expectation maximization for divisive hierarchical clustering of multicolor flow cytometry data. BIBM 2014: 267-272 - [c15]Baris Bozkurt, Mustafa Kemal Karaosmanoglu, Bilge Karaçali, Erdem Ünal:
Automatic melodic segmentation of Turkish makam music scores. SIU 2014: 449-452 - 2013
- [c14]Bilge Karaçali:
Improved quasi-supervised learning by expectation-maximization. SIU 2013: 1-4 - [c13]Basak Esin Köktürk, Bilge Karaçali:
Quasi-supervised learning on DNA regions in colon cancer histology slides. SIU 2013: 1-4 - 2012
- [j14]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): 1432-1441 (2012) - [c12]Bilge Karaçali:
Analytical and predictive quasi-supervised learning for cancer recognition in digital cytology. SIU 2012: 1-4 - [c11]Basak Esin Köktürk, Bilge Karaçali:
Automated labeling of electroencephalography data using quasi-supervised learning. SIU 2012: 1-4 - 2010
- [j13]Bilge Karaçali:
Quasi-supervised learning for biomedical data analysis. Pattern Recognit. 43(10): 3674-3682 (2010)
2000 – 2009
- 2007
- [j12]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) - [j11]Bilge Karaçali, Aydin Tözeren:
Automated detection of regions of interest for tissue microarray experiments: an image texture analysis. BMC Medical Imaging 7: 2 (2007) - [j10]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: 7 (2007) - [j9]Bilge Karaçali:
Information Theoretic Deformable Registration Using Local Image Information. Int. J. Comput. Vis. 72(3): 219-237 (2007) - 2006
- [j8]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): 855-866 (2006) - [j7]Bilge Karaçali, Christos Davatzikos:
Simulation of tissue atrophy using a topology preserving transformation model. IEEE Trans. Medical Imaging 25(5): 649-652 (2006) - [c10]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: 74 - [c9]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: 307-310 - 2005
- [c8]Zhong Xue, Dinggang Shen, Bilge Karaçali, Christos Davatzikos:
Statistical Representation and Simulation of High-Dimensional Deformations: Application to Synthesizing Brain Deformations. MICCAI (2) 2005: 500-508 - 2004
- [j6]Bilge Karaçali, Wesley E. Snyder:
Noise Reduction in Surface Reconstruction from a Given Gradient Field. Int. J. Comput. Vis. 60(1): 25-44 (2004) - [j5]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): 46-57 (2004) - [j4]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): 63-71 (2004) - [j3]Bilge Karaçali, Christos Davatzikos:
Estimating topology preserving and smooth displacement fields. IEEE Trans. Medical Imaging 23(7): 868-880 (2004) - [c7]Christos Davatzikos, Dinggang Shen, Zhiqiang Lao, Zhong Xue, Bilge Karaçali:
Morphological Classification of Medical Images using Nonlinear Support Vector Machines. ISBI 2004: 587-590 - [c6]Bilge Karaçali:
Fully Elastic Multi-Modality Image Registration Using Mutual Information. ISBI 2004: 1455-1458 - 2003
- [j2]Bilge Karaçali, Wesley E. Snyder:
Reconstructing discontinuous surfaces from a given gradient field using partial integrability. Comput. Vis. Image Underst. 92(1): 78-111 (2003) - [j1]Bilge Karaçali, Hamid Krim:
Fast minimization of structural risk by nearest neighbor rule. IEEE Trans. Neural Networks 14(1): 127-137 (2003) - [c5]A. Ben Hamza, Hamid Krim, Bilge Karaçali:
Structural risk minimization using nearest neighbor rule. ICASSP (6) 2003: 161-164 - [c4]Abdessamad Ben Hamza, Hamid Krim, Bilge Karaçali:
Structural risk minimization using nearest neighbor rule. ICME 2003: 829-832 - [c3]Bilge Karaçali, Christos Davatzikos:
Topology Preservation and Regularity in Estimated Deformation Fields. IPMI 2003: 426-437 - 2002
- [c2]Bilge Karaçali, Wesley E. Snyder:
Automatic Target Detection Using Multispectral Imaging. AIPR 2002: 55-59 - [c1]Bilge Karaçali, Wesley E. Snyder:
Partial integrability in surface reconstruction from a given gradient field. ICIP (2) 2002: 525-528
Coauthor Index
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