Tulay Adali

Tulay Adali received the Ph.D. degree in electrical engineering from North Carolina State University, Raleigh, in 1992, and joined the faculty at the University of Maryland Baltimore County (UMBC), Baltimore, the same year. She is currently a Professor in the Department of Computer Science and Electrical Engineering at UMBC. She has held visiting positions at Technical University of Denmark, Lyngby, Denmark, Katholieke Universiteit, Leuven, Belgium, and University of Campinas, Brazil. Professor Adali assisted in the organization of a number of international conferences and workshops including the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), the IEEE International Workshop on Neural Networks for Signal Processing (NNSP), and the IEEE International Workshops on Machine Learning for Signal Processing (MLSP). She was the General Cochair, NNSP, 2001–2003; Technical Chair, MLSP 2004–2006; and Publicity Chair, ICASSP 2000 and 2005. She is currently the Program Cochair, 2007 MLSP, and Publications Cochair, ICASSP 2008. Professor Adali chaired the SPS Machine Learning for Signal Processing Technical Committee, 2003–2005; Member, SPS Conference Board, 1998–2006; and Associate Editor, IEEE Transactions on Signal Processing, 2003–2006. She is currently a Member, Machine Learning for Signal Processing Technical Committee and the Bio Imaging and Signal Processing Technical Committees, and an Associate Editor for Signal Processing and Signal Processing Journal and Research Letters in Signal Processing. Professor Adali is a Senior Member of the IEEE. Her research interests are in the areas of statistical signal processing, machine learning for signal processing, biomedical data analysis, bioinformatics, and signal processing for optical communications. She is the recipient of a 1997 National Science Foundation (NSF) CAREER Award with more recent support from the National Institutes of Health, NSF,NASA, the US Army, and industry.

Biography Updated on 12 August 2007

Personal Home Page

http://www.csee.umbc.edu/~adali

Articles in Scholarly Journals [Incomplete List]

  1. Complex-Valued Adaptive Signal Processing Using Nonlinear Functions
    EURASIP Journal on Advances in Signal Processing, vol. 2008, Article ID 765615, 9 pages, 2008
  2. A Feature-Selective Independent Component Analysis Method for Functional MRI
    International Journal of Biomedical Imaging, vol. 2007, Article ID 15635, 12 pages, 2007
  3. Non-negative Matrix Factorization with Orthogonality Constraints and its Application to Raman Spectroscopy
    The Journal of VLSI Signal Processing Systems for Signal, Image, and Video Technology, vol. 48, no. 1-2, pp. 83–97, 2007
  4. Performance of blind source separation algorithms for fMRI analysis using a group ICA method
    Magnetic Resonance Imaging, vol. 25, no. 5, pp. 684–694, 2007
  5. Detection using correlation bound in a linear mixture model
    Signal Processing, vol. 87, no. 5, pp. 1118–1127, 2007
  6. Complex Infomax: Convergence and Approximation of Infomax with Complex Nonlinearities
    The Journal of VLSI Signal Processing Systems for Signal, Image, and Video Technology, vol. 44, no. 1-2, pp. 173–190, 2006
  7. A method for multitask fMRI data fusion applied to schizophrenia
    Human Brain Mapping, vol. 27, no. 7, pp. 598–610, 2006
  8. Nonrigid Medical Image Registration by Finite-Element Deformable Sheet-Curve Models
    International Journal of Biomedical Imaging, vol. 2006, Article ID 73430, 9 pages, 2006
  9. Integrated MAP Equalization and Coding for Optical-Fiber-Communication Systems
    Journal of Lightwave Technology, vol. 24, no. 10, pp. 3663–3670, 2006
  10. Eigenanalysis of Autocorrelation Matrices in the Presence of Noncentral and Signal-Dependent Noise
    IEEE Signal Processing Letters, vol. 12, no. 2, pp. 85–88, 2005
  11. Discontinuity-Embedded Deformable Models for Surface Reconstruction From Range Images
    IEEE Signal Processing Letters, vol. 12, no. 12, pp. 805–808, 2005
  12. A MAP Equalizer for the Optical Communications Channel
    Journal of Lightwave Technology, vol. 23, no. 12, pp. 3989–3996, 2005
  13. Partial likelihood for online order selection
    Signal Processing, vol. 85, no. 5, pp. 917–926, 2005
  14. Independent Component Analysis Applied to fMRI Data: A Generative Model for Validating Results
    The Journal of VLSI Signal Processing-Systems for Signal, Image, and Video Technology, vol. 37, no. 2/3, pp. 281–291, 2004
  15. A frequency-domain training approach for equalization and noise suppression in discrete multitone systems
    Signal Processing, vol. 84, no. 2, pp. 327–339, 2004
  16. A method for comparing group fMRI data using independent component analysis: application to visual, motor and visuomotor tasks
    Magnetic Resonance Imaging, vol. 22, no. 9, pp. 1181–1191, 2004
  17. On turbo code decoder performance in optical-fiber communication systems with dominating ASE noise
    Journal of Lightwave Technology, vol. 21, no. 3, pp. 727–734, 2003
  18. Approximation by Fully Complex Multilayer Perceptrons
    Neural Computation, vol. 15, no. 7, pp. 1641–1666, 2003
  19. Comparison of penalties resulting from first-order and all-order polarization mode dispersion distortionsin optical fiber transmission systems
    Optics Letters, vol. 28, no. 5, p. 310, 2003
  20. Partial likelihood for signal processing
    IEEE Transactions on Signal Processing, vol. 51, no. 1, pp. 204–212, 2003
  21. Latency (in)sensitive ICA Group independent component analysis of fMRI data in the temporal frequency domain
    NeuroImage, vol. 20, no. 3, pp. 1661–1669, 2003
  22. Independent component analysis of fMRI data in the complex domain
    Magnetic Resonance in Medicine, vol. 48, no. 1, pp. 180–192, 2002
  23. Different activation dynamics in multiple neural systems during simulated driving
    Human Brain Mapping, vol. 16, no. 3, pp. 158–167, 2002
  24. A method for making group inferences from functional MRI data using independent component analysis
    Human Brain Mapping, vol. 16, no. 2, pp. 131–131, 2002
  25. Different activation dynamics in multiple neural systems during simulated driving
    Human Brain Mapping, vol. 17, no. 2, pp. 141–142, 2002
  26. The Journal of VLSI Signal Processing, vol. 32, no. 1/2, pp. 5–6, 2002
  27. The Journal of VLSI Signal Processing, vol. 32, no. 1/2, pp. 29–43, 2002
  28. Sliding window criterion codes and concatenation scheme for mitigating timing-jitter-induced errors in WDM fiber transmissions
    Journal of Lightwave Technology, vol. 20, no. 2, pp. 201–212, 2002
  29. A novel polarization diversity receiver for PMD mitigation
    IEEE Photonics Technology Letters, vol. 14, no. 4, pp. 465–467, 2002
  30. Guest editorial special issue on intelligent multimedia processing
    IEEE Transactions on Neural Networks, vol. 13, no. 4, p. 789, 2002
  31. Magnetic resonance image analysis by information theoretic criteria and stochastic site models
    IEEE Transactions on Information Technology in Biomedicine, vol. 5, no. 2, pp. 150–158, 2001
  32. A weighted least-squares algorithm for estimation and visualization of relative latencies in event-related functional MRI
    Magnetic Resonance in Medicine, vol. 44, no. 6, pp. 947–954, 2000
  33. The Journal of VLSI Signal Processing, vol. 26, no. 1/2, pp. 141–153, 2000
  34. Automatic detection of foreign objects in computed radiography
    Journal of Biomedical Optics, vol. 5, no. 4, p. 425, 2000
  35. On steady-state performance of the fixed-point RLS algorithm
    Computers & Electrical Engineering, vol. 25, no. 1, pp. 1–16, 1999
  36. Quantification and segmentation of brain tissues from MR images: a probabilistic neural network approach
    IEEE Transactions on Image Processing, vol. 7, no. 8, pp. 1165–1181, 1998
  37. A filtering approach for reducing timing jitter due to the acoustic effect
    Journal of Lightwave Technology, vol. 16, no. 6, pp. 986–989, 1998
  38. The Journal of VLSI Signal Processing, vol. 18, no. 3, pp. 219–239, 1998
  39. A blockwise relaxation labeling scheme and its application to edge detection in cardiac MR image sequences
    International Journal of Imaging Systems and Technology, vol. 9, no. 5, pp. 340–350, 1998
  40. Modeling nuclear reactor core dynamics with recurrent neural networks
    Neurocomputing, vol. 15, no. 3-4, pp. 363–381, 1997
  41. Conditional distribution learning with neural networks and its application to channel equalization
    IEEE Transactions on Signal Processing, vol. 45, no. 4, pp. 1051–1064, 1997
  42. On the effect of input signal correlation on weight misadjustment in the RLS algorithm
    IEEE Transactions on Signal Processing, vol. 43, no. 4, pp. 988–991, 1995
  43. Analysis of a stabilization technique for the fixed-point prewindowed RLS algorithm
    IEEE Transactions on Signal Processing, vol. 39, no. 9, pp. 2079–2082, 1991