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Danilo P. Mandic Coauthor index pubzone.org

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DBLP keys2012
133Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAnh Huy Phan, Andrzej Cichocki, Petr Tichavský, Danilo P. Mandic, Kiyotoshi Matsuoka: On Revealing Replicating Structures in Multiway Data: A Novel Tensor Decomposition Approach. LVA/ICA 2012: 297-305
132Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMosabber Uddin Ahmed, Danilo P. Mandic: Multivariate Multiscale Entropy Analysis. IEEE Signal Process. Lett. 19(2): 91-94 (2012)
131Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarco Leo, David Looney, Tiziana D'Orazio, Danilo P. Mandic: Identification of Defective Areas in Composite Materials by Bivariate EMD Analysis of Ultrasound. IEEE T. Instrumentation and Measurement 61(1): 221-232 (2012)
130Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYili Xia, Danilo P. Mandic: Widely Linear Adaptive Frequency Estimation of Unbalanced Three-Phase Power Systems. IEEE T. Instrumentation and Measurement 61(1): 74-83 (2012)
129Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDahir H. Dini, Danilo P. Mandic: Class of Widely Linear Complex Kalman Filters. IEEE Trans. Neural Netw. Learning Syst. 23(5): 775-786 (2012)
128Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLClive Cheong Took, Scott C. Douglas, Danilo P. Mandic: On Approximate Diagonalization of Correlation Matrices in Widely Linear Signal Processing. IEEE Transactions on Signal Processing 60(3): 1469-1473 (2012)
127Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLing Li, Yili Xia, Beth Jelfs, Jianting Cao, Danilo P. Mandic: Modelling of brain consciousness based on collaborative adaptive filters. Neurocomputing 76(1): 36-43 (2012)
126Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBeth Jelfs, Danilo P. Mandic, Scott C. Douglas: An adaptive approach for the identification of improper complex signals. Signal Processing 92(2): 335-344 (2012)
2011
125Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSoroush Javidi, Clive Cheong Took, Cyrus Jahanchahi, Nicolas Le Bihan, Danilo P. Mandic: Blind extraction of improper quaternion sources. ICASSP 2011: 3708-3711
124Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDavid Looney, Danilo P. Mandic: Augmented complex matrix factorisation. ICASSP 2011: 4072-4075
123Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLScott C. Douglas, Danilo P. Mandic: The least-mean-magnitude-phase algorithm with applications to communications systems. ICASSP 2011: 4152-4155
122Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYili Xia, Ling Li, Jianting Cao, Martin Golz, Danilo P. Mandic: A collaborative filtering approach for quasi-brain-death EEG analysis. ICASSP 2011: 645-648
121Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYili Xia, Scott C. Douglas, Danilo P. Mandic: Widely linear adaptive frequency estimation in three-phase power systems under unbalanced voltage sag conditions. IJCNN 2011: 1700-1705
120Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMingxuan Wang, Clive Cheong Took, Danilo P. Mandic: A class of fast quaternion valued variable stepsize stochastic gradient learning algorithms for vector sensor processes. IJCNN 2011: 2783-2786
119Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLQibin Zhao, Cesar F. Caiafa, Danilo P. Mandic, Liqing Zhang, Tonio Ball, Andreas Schulze-Bonhage, Andrzej Cichocki: Multilinear Subspace Regression: An Orthogonal Tensor Decomposition Approach. NIPS 2011: 1269-1277
118Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTomasz M. Rutkowski, Andrzej Cichocki, Danilo P. Mandic, Toyoaki Nishida: Emotional empathy transition patterns from human brain responses in interactive communication situations - Brain-computer and machine interactive interfacing approach. AI Soc. 26(3): 301-315 (2011)
117Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLClive Cheong Took, Danilo P. Mandic, Fuzhen Zhang: On the unitary diagonalisation of a special class of quaternion matrices. Appl. Math. Lett. 24(11): 1806-1809 (2011)
116Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTomasz M. Rutkowski, Toshihisa Tanaka, Andrzej Cichocki, Donna Erickson, Jianting Cao, Danilo P. Mandic: Interactive component extraction from fEEG, fNIRS and peripheral biosignals for affective brain-machine interfacing paradigms. Computers in Human Behavior 27(5): 1512-1518 (2011)
115Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDanilo P. Mandic, Cyrus Jahanchahi, Clive Cheong Took: A Quaternion Gradient Operator and Its Applications. IEEE Signal Process. Lett. 18(1): 47-50 (2011)
114Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDahir H. Dini, Danilo P. Mandic, Simon J. Julier: A Widely Linear Complex Unscented Kalman Filter. IEEE Signal Process. Lett. 18(11): 623-626 (2011)
113Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYili Xia, Danilo P. Mandic, Ali H. Sayed: An Adaptive Diffusion Augmented CLMS Algorithm for Distributed Filtering of Noncircular Complex Signals. IEEE Signal Process. Lett. 18(11): 659-662 (2011)
112Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYili Xia, Beth Jelfs, Marc M. Van Hulle, José C. Príncipe, Danilo P. Mandic: An Augmented Echo State Network for Nonlinear Adaptive Filtering of Complex Noncircular Signals. IEEE Transactions on Neural Networks 22(1): 74-83 (2011)
111Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSoroush Javidi, Clive Cheong Took, Danilo P. Mandic: Fast Independent Component Analysis Algorithm for Quaternion Valued Signals. IEEE Transactions on Neural Networks 22(12): 1967-1978 (2011)
110Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBukhari Che Ujang, Clive Cheong Took, Danilo P. Mandic: Quaternion-Valued Nonlinear Adaptive Filtering. IEEE Transactions on Neural Networks 22(8): 1193-1206 (2011)
109Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNaveed ur Rehman, Danilo P. Mandic: Filter Bank Property of Multivariate Empirical Mode Decomposition. IEEE Transactions on Signal Processing 59(5): 2421-2426 (2011)
108Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLCheolsoo Park, David Looney, Marc M. Van Hulle, Danilo P. Mandic: The complex local mean decomposition. Neurocomputing 74(6): 867-875 (2011)
107Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLClive Cheong Took, Danilo P. Mandic: Augmented second-order statistics of quaternion random signals. Signal Processing 91(2): 214-224 (2011)
2010
106Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarco Leo, David Looney, Tiziana D'Orazio, Danilo P. Mandic: Defective Areas Identification in Aircraft Components by Bivariate EMD Analysis of Ultrasound Signals. ANNPR 2010: 219-230
105Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLScott C. Douglas, Danilo P. Mandic: Performance analysis of the conventional complex LMS and augmented complex LMS algorithms. ICASSP 2010: 3794-3797
104Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLQi-Wei Shi, Wei Zhou, Jianting Cao, Danilo P. Mandic, Toshihisa Tanaka, Tomasz M. Rutkowski, Ru-Bin Wang: An Auditory Oddball Based Brain-Computer Interface System Using Multivariate EMD. ICIC (2) 2010: 140-148
103Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLCyrus Jahanchahi, Clive Cheong Took, Danilo P. Mandic: On HR calculus, quaternion valued stochastic gradient, and adaptive three dimensional wind forecasting. IJCNN 2010: 1-5
102Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDavid Looney, Cheolsoo Park, Yili Xia, Preben Kidmose, Michael Ungstrup, Danilo P. Mandic: Towards estimating selective auditory attention from EEG using a novel time-frequency-synchronisation framework. IJCNN 2010: 1-5
101Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBukhari Che Ujang, Clive Cheong Took, Danilo P. Mandic: Identification of improper processes by variable tap-length complex-valued adaptive filters. IJCNN 2010: 1-6
100Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLClive Cheong Took, Danilo P. Mandic, Kazuyuki Aihara: Quaternion-valued short term forecasting of wind profile. IJCNN 2010: 1-6
99Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNaveed ur Rehman, Danilo P. Mandic: Quadrivariate Empirical Mode Decomposition. IJCNN 2010: 1-7
98Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLChristos Boukis, Danilo P. Mandic, Anthony G. Constantinides, Lazaros Polymenakos: A modified Armijo rule for the online selection of learning rate of the LMS algorithm. Digital Signal Processing 20(3): 630-639 (2010)
97Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWai Yie Leong, Danilo P. Mandic: Noisy Component Extraction (NoiCE). IEEE Trans. on Circuits and Systems 57-I(3): 664-671 (2010)
96Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSoroush Javidi, Danilo P. Mandic, Andrzej Cichocki: Complex Blind Source Extraction From Noisy Mixtures Using Second-Order Statistics. IEEE Trans. on Circuits and Systems 57-I(7): 1404-1416 (2010)
95Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNaveed ur Rehman, Danilo P. Mandic: Empirical mode decomposition for trivariate signals. IEEE Transactions on Signal Processing 58(3): 1059-1068 (2010)
94Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLClive Cheong Took, Danilo P. Mandic: Quaternion-valued stochastic gradient-based adaptive IIR filtering. IEEE Transactions on Signal Processing 58(7): 3895-3901 (2010)
93Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLClive Cheong Took, Danilo P. Mandic: A quaternion widely linear adaptive filter. IEEE Transactions on Signal Processing 58(8): 4427-4431 (2010)
92Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTomasz M. Rutkowski, Danilo P. Mandic, Andrzej Cichocki, Andrzej W. Przybyszewski: Emd Approach to Multichannel EEG Data - the amplitude and Phase Components Clustering Analysis. Journal of Circuits, Systems, and Computers 19(1): 215-229 (2010)
91Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBukhari Che Ujang, Clive Cheong Took, Danilo P. Mandic: Split quaternion nonlinear adaptive filtering. Neural Networks 23(3): 426-434 (2010)
90Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYili Xia, Clive Cheong Took, Danilo P. Mandic: An augmented affine projection algorithm for the filtering of noncircular complex signals. Signal Processing 90(6): 1788-1799 (2010)
89Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBeth Jelfs, Soroush Javidi, Phebe Vayanos, Danilo P. Mandic: Characterisation of Signal Modality: Exploiting Signal Nonlinearity in Machine Learning and Signal Processing. Signal Processing Systems 61(1): 105-115 (2010)
2009
88Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDanilo P. Mandic, Susanne Still, Scott C. Douglas: Duality between widely linear and dual channel adaptive filtering. ICASSP 2009: 1729-1732
87Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBukhari Che Ujang, Clive Cheong Took, Aleksandar Kavcic, Danilo P. Mandic: A split quaternion nonlinear adaptive filter. ICASSP 2009: 1745-1748
86Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLClive Cheong Took, Danilo P. Mandic, Jacob Benesty: Study of the quaternion LMS and four-channel LMS algorithms. ICASSP 2009: 3109-3112
85Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNaveed ur Rehman, Danilo P. Mandic: Qualitative analysis of rotational modes within three dimensional empirical mode decomposition. ICASSP 2009: 3449-3452
84Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAnthony Kuh, Danilo P. Mandic: Applications of complex augmented kernels to wind profile prediction. ICASSP 2009: 3581-3584
83Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTomasz M. Rutkowski, Andrzej Cichocki, Toshihisa Tanaka, Danilo P. Mandic, Jianting Cao, Anca L. Ralescu: Multichannel spectral pattern separation - An EEG processing application -. ICASSP 2009: 373-376
82Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDanilo P. Mandic: Complex valued recurrent neural networks for noncircular complex signals. IJCNN 2009: 1987-1992
81Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXiujie Huang, Aleksandar Kavcic, Xiao Ma, Danilo P. Mandic: Upper bounds on the capacities of non-controllable finite-state channels using dynamic programming methods. ISIT 2009: 2346-2350
80Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLChristos Boukis, Danilo P. Mandic, Anthony G. Constantinides: A class of stochastic gradient algorithms with exponentiated error cost functions. Digital Signal Processing 19(2): 201-212 (2009)
79Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLClive Cheong Took, Danilo P. Mandic: Adaptive IIR filtering of noncircular complex signals. IEEE Transactions on Signal Processing 57(10): 4111-4118 (2009)
78Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLClive Cheong Took, Danilo P. Mandic: The Quaternion LMS Algorithm for Adaptive Filtering of Hypercomplex Processes. IEEE Transactions on Signal Processing 57(4): 1316-1327 (2009)
77Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDavid Looney, Danilo P. Mandic: Multiscale Image Fusion Using Complex Extensions of EMD. IEEE Transactions on Signal Processing 57(4): 1626-1630 (2009)
2008
76Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDavid Looney, Danilo P. Mandic: A machine learning enhanced empirical mode decomposition. ICASSP 2008: 1897-1900
75Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMo Chen, Danilo P. Mandic, Preben Kidmose, Michael Ungstrup: Qualitative assessment of intrinsic mode functions of empirical mode decomposition. ICASSP 2008: 1905-1908
74Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWai Yie Leong, Danilo P. Mandic: Cascaded approach for microsleep data extraction. ICASSP 2008: 2045-2048
73Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDanilo P. Mandic, Phebe Vayanos, Soroush Javidi, Beth Jelfs, Kazuyuki Aihara: Online tracking of the degree of nonlinearity within complex signals. ICASSP 2008: 2061-2064
72Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDavid Looney, Danilo P. Mandic: Fusion of visual and thermal images using complex extension of EMD. ICDSC 2008: 1-8
71Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTomasz M. Rutkowski, Danilo P. Mandic, Andrzej Cichocki, Andrzej W. Przybyszewski: EMD Approach to Multichannel EEG Data - The Amplitude and Phase Synchrony Analysis Technique. ICIC (1) 2008: 122-129
70Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTomasz M. Rutkowski, Andrzej Cichocki, Toshihisa Tanaka, Anca L. Ralescu, Danilo P. Mandic: Clustering of Spectral Patterns Based on EMD Components of EEG Channels with Applications to Neurophysiological Signals Separation. ICONIP (1) 2008: 453-460
69Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWai Yie Leong, Danilo P. Mandic: Post-Nonlinear Blind Extraction in the Presence of Ill-Conditioned Mixing. IEEE Trans. on Circuits and Systems 55-I(9): 2631-2638 (2008)
68Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMo Chen, Temujin Gautama, Danilo P. Mandic: An Assessment of Qualitative Performance of Machine Learning Architectures: Modular Feedback Networks. IEEE Transactions on Neural Networks 19(1): 183-189 (2008)
67Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDanilo P. Mandic, Phebe Vayanos, Mo Chen, Su Lee Goh: Online Detection of the Modality of Complex-Valued Real World Signals. Int. J. Neural Syst. 18(2): 67-74 (2008)
66Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMaciej Pedzisz, Danilo P. Mandic: A Homomorphic Neural Network for Modeling and Prediction. Neural Computation 20(4): 1042-1064 (2008)
65Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDanilo P. Mandic, Wlodzislaw Duch: Preface. Neural Networks 21(6): 797-798 (2008)
64Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDeniz Erdogmus, Danilo P. Mandic, Toshihisa Tanaka: Advances in blind signal processing. Neurocomputing 71(10-12): 2069-2070 (2008)
63Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWai Yie Leong, Wei Liu, Danilo P. Mandic: Blind source extraction: Standard approaches and extensions to noisy and post-nonlinear mixing. Neurocomputing 71(10-12): 2344-2355 (2008)
2007
62no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJoaquim Marques de Sá, Luís A. Alexandre, Wlodzislaw Duch, Danilo P. Mandic: Artificial Neural Networks - ICANN 2007, 17th International Conference, Porto, Portugal, September 9-13, 2007, Proceedings, Part I Springer 2007
61no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJoaquim Marques de Sá, Luís A. Alexandre, Wlodzislaw Duch, Danilo P. Mandic: Artificial Neural Networks - ICANN 2007, 17th International Conference, Porto, Portugal, September 9-13, 2007, Proceedings, Part II Springer 2007
60Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTomasz M. Rutkowski, Danilo P. Mandic: Modelling the Communication Atmosphere: A Human Centered Multimedia Approach to Evaluate Communicative Situations. Artifical Intelligence for Human Computing 2007: 155-169
59Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWai Yie Leong, Danilo P. Mandic: Noisy Component Extraction (Noice). ISCAS 2007: 3243-3246
58Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPhebe Vayanos, Mo Chen, Beth Jelfs, Danilo P. Mandic: Exploiting Nonlinearity in Adaptive Signal Processing. NOLISP 2007: 57-77
57Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLArmelle Wautier, Lionel Husson, Ionut-Dan Plai, Danilo P. Mandic: Algorithms for BER-Constrained Variable-Length Equalizers driven by Channel Response Knowledge over Frequency-Selective Radio Channel. VTC Spring 2007: 1761-1765
56Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRamaswamy Palaniappan, Danilo P. Mandic: Biometrics from Brain Electrical Activity: A Machine Learning Approach. IEEE Trans. Pattern Anal. Mach. Intell. 29(4): 738-742 (2007)
55Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWei Liu, Danilo P. Mandic, Andrzej Cichocki: Analysis and Online Realization of the CCA Approach for Blind Source Separation. IEEE Transactions on Neural Networks 18(5): 1505-1510 (2007)
54Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSu Lee Goh, Danilo P. Mandic: Stochastic Gradient-Adaptive Complex-Valued Nonlinear Neural Adaptive Filters With a Gradient-Adaptive Step Size. IEEE Transactions on Neural Networks 18(5): 1511-1516 (2007)
53Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSu Lee Goh, Danilo P. Mandic: An Augmented Extended Kalman Filter Algorithm for Complex-Valued Recurrent Neural Networks. Neural Computation 19(4): 1039-1055 (2007)
52Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSu Lee Goh, Danilo P. Mandic: An augmented CRTRL for complex-valued recurrent neural networks. Neural Networks 20(10): 1061-1066 (2007)
51Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDanilo P. Mandic, Su Lee Goh, Kazuyuki Aihara: Sequential Data Fusion via Vector Spaces: Fusion of Heterogeneous Data in the Complex Domain. VLSI Signal Processing 48(1-2): 99-108 (2007)
50Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRamaswamy Palaniappan, Danilo P. Mandic: EEG Based Biometric Framework for Automatic Identity Verification. VLSI Signal Processing 49(2): 243-250 (2007)
49Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTomasz M. Rutkowski, Danilo P. Mandic, Allan Kardec Barros: A Multimodal Approach to Communicative Interactivity Classification. VLSI Signal Processing 49(2): 317-328 (2007)
48Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMartin Golz, David Sommer, Mo Chen, Udo Trutschel, Danilo P. Mandic: Feature Fusion for the Detection of Microsleep Events. VLSI Signal Processing 49(2): 329-342 (2007)
2006
47Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAndré Borges Cavalcante, Danilo P. Mandic, Tomasz M. Rutkowski, Allan Kardec Barros: Speech Enhancement Based on the Response Features of Facilitated EI Neurons. ICA 2006: 585-592
46Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWei Liu, Danilo P. Mandic, Andrzej Cichocki: An analysis of the CCA approach for blind source separation and its adaptive realization. ISCAS 2006
45Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWei Liu, Danilo P. Mandic, Andrzej Cichocki: Blind source extraction of instantaneous noisy mixtures using a linear predictor. ISCAS 2006
44Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBeth Jelfs, Phebe Vayanos, Mo Chen, Su Lee Goh, Christos Boukis, Temujin Gautama, Tomasz M. Rutkowski, Tony Kuh, Danilo P. Mandic: An Online Method for Detecting Nonlinearity Within a Signal. KES (3) 2006: 1216-1223
43Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTomasz M. Rutkowski, François B. Vialatte, Andrzej Cichocki, Danilo P. Mandic, Allan Kardec Barros: Auditory Feedback for Brain Computer Interface Management - An EEG Data Sonification Approach. KES (3) 2006: 1232-1239
42Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYoshikazu Washizawa, Toshihisa Tanaka, Danilo P. Mandic, Andrzej Cichocki: A Flexible Method for Envelope Estimation in Empirical Mode Decomposition. KES (3) 2006: 1248-1255
41Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAnthony Kuh, Chaopin Zhu, Danilo P. Mandic: Sensor Network Localization Using Least Squares Kernel Regression. KES (3) 2006: 1280-1287
40Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWai Yie Leong, John Homer, Danilo P. Mandic: An Implementation of Nonlinear Multiuser Detection in Rayleigh Fading Channel. EURASIP J. Wireless Comm. and Networking 2006: (2006)
39Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWei Liu, Danilo P. Mandic: A normalised kurtosis-based algorithm for blind source extraction from noisy measurements. Signal Processing 86(7): 1580-1585 (2006)
38Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAllan Kardec Barros, Danilo P. Mandic, Jan Larsen: Introductory Note. VLSI Signal Processing 45(1-2): 5-6 (2006)
2005
37Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDanilo P. Mandic, Dragan Obradovic, Anthony Kuh, Tülay Adali, Udo Trutschel, Martin Golz, Philippe De Wilde, Javier A. Barria, Anthony G. Constantinides, Jonathon A. Chambers: Data Fusion for Modern Engineering Applications: An Overview. ICANN (2) 2005: 715-721
36Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRamaswamy Palaniappan, Danilo P. Mandic: Energy of Brain Potentials Evoked During Visual Stimulus: A New Biometric? ICANN (2) 2005: 735-740
35Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTomasz M. Rutkowski, Danilo P. Mandic: Communicative Interactivity - A Multimodal Communicative Situation Classification Approach. ICANN (2) 2005: 741-746
34Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDavid Sommer, Mo Chen, Martin Golz, Udo Trutschel, Danilo P. Mandic: Fusion of State Space and Frequency- Domain Features for Improved Microsleep Detection. ICANN (2) 2005: 753-759
33Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWei Liu, Danilo P. Mandic, Andrzej Cichocki: A class of novel blind source extraction algorithms based on a linear predictor. ISCAS (4) 2005: 3599-3602
32Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSu Lee Goh, Danilo P. Mandic: Nonlinear adaptive prediction of complex-valued signals by complex-valued PRNN. IEEE Transactions on Signal Processing 53(5): 1827-1836 (2005)
2004
31Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTemujin Gautama, Danilo P. Mandic, Marc M. Van Hulle: A non-parametric test for detecting the complex-valued nature of time series. KES Journal 8(2): 99-106 (2004)
30Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSu Lee Goh, Danilo P. Mandic: A Complex-Valued RTRL Algorithm for Recurrent Neural Networks. Neural Computation 16(12): 2699-2713 (2004)
29Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGavin C. Cawley, Nicola L. C. Talbot, Robert J. Foxall, Stephen R. Dorling, Danilo P. Mandic: Heteroscedastic kernel ridge regression. Neurocomputing 57: 105-124 (2004)
28Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMaria G. Jafari, Jonathon A. Chambers, Danilo P. Mandic: A novel adaptive learning rate sequential blind source separation algorithm. Signal Processing 84(4): 801-804 (2004)
2003
27Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGavin C. Cawley, Nicola L. C. Talbot, Robert J. Foxall, Stephen R. Dorling, Danilo P. Mandic: Approximately unbiased estimation of conditional variance in heteroscedastic kernel ridge regression. ESANN 2003: 209-214
26Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMaria G. Jafari, Danilo P. Mandic, Jonathon A. Chambers: A Fast Converging Sequential Blind Source Separation Algorithm for Cyclostationary Sources. KES 2003: 1343-1349
25Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTemujin Gautama, Danilo P. Mandic, Marc M. Van Hulle: A Non-parametric Test for Detecting the Complex-Valued Nature of Time Series. KES 2003: 1364-1371
24Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSu Lee Goh, Danilo P. Mandic: A Data-Reusing Gradient Descent Algorithm for Complex-Valued Recurrent Neural Networks. KES 2003: 340-350
23Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTemujin Gautama, Danilo P. Mandic, Marc M. Van Hulle: Signal Nonlinearity in fMRI: A Comparison between BOLD and MION. IEEE Trans. Med. Imaging 22(5): 636-644 (2003)
22Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAndrew I. Hanna, Danilo P. Mandic: A fully adaptive normalized nonlinear gradient descent algorithm for complex-valued nonlinear adaptive filters. IEEE Transactions on Signal Processing 51(10): 2540-2549 (2003)
21Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAndrew I. Hanna, Danilo P. Mandic: A complex-valued nonlinear neural adaptive filter with a gradient adaptive amplitude of the activation function. Neural Networks 16(2): 155-159 (2003)
20Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSu Lee Goh, Danilo P. Mandic: Recurrent neural networks with trainable amplitude of activation functions. Neural Networks 16(8): 1095-1100 (2003)
19Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAndrew I. Hanna, Danilo P. Mandic: A Data Reusing Nonlinear Gradient Descent Algorithm for a Class of Complex Valued Neural Adaptive Filters. Neural Processing Letters 17(1): 85-91 (2003)
2002
18no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRobert J. Foxall, Gavin C. Cawley, Nicola L. C. Talbot, Stephen R. Dorling, Danilo P. Mandic: Heteroscedastic regularised kernel regression for prediction of episodes of poor air quality. ESANN 2002: 19-24
17Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRobert J. Foxall, Gavin C. Cawley, Stephen R. Dorling, Danilo P. Mandic: Error Functions for Prediction of Episodes of Poor Air Quality. ICANN 2002: 1031-1036
16Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWarren Sherliker, Igor R. Krcmar, Milorad M. Bozic, Danilo P. Mandic: On sensitivity of neural adaptive filters with respect to the slope parameter of a neuron activation function. ICASSP 2002: 1061-1064
15Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDanilo P. Mandic, Andrew I. Hanna, Dai I. Kim: A general adaptive normalised nonlinear-gradient descent algorithm for nonlinear adaptive filters. ICASSP 2002: 1353-1356
14Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDjemal H. Kolonic, Danilo P. Mandic, Ben Milner, Richard Harvey: On the derivation of the optimal payload size for packet based transmission over a binary symmetrical communication channel. ICASSP 2002: 4120-4123
13Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAndrew I. Hanna, Danilo P. Mandic: A normalised complex backpropagation algorithm. ICASSP 2002: 977-980
12Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAlex S. Palmer, Moe Razaz, Danilo P. Mandic: Spatially Adaptive Image Restoration by Neural Network Filtering. SBRN 2002: 184-191
11Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAlex S. Palmer, Moe Razaz, Danilo P. Mandic: A spatially-adaptive neural network approach to regularized image restoration. Journal of Intelligent and Fuzzy Systems 13(2-4): 177-185 (2002)
10Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDanilo P. Mandic: Data-Reusing Recurrent Neural Adaptive Filters. Neural Computation 14(11): 2693-2707 (2002)
2000
9no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDanilo P. Mandic, Richard Harvey, Djemal H. Kolonic: On the Choice of Tactile Code. IEEE International Conference on Multimedia and Expo (I) 2000: 195-198
8Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDanilo P. Mandic, Jonathon A. Chambers: On the choice of parameters of the cost function in nested modular RNN's. IEEE Trans. Neural Netw. Learning Syst. 11(2): 315-322 (2000)
7Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDanilo P. Mandic, Jonathon A. Chambers: Relationships Between the A Priori and A Posteriori Errors in Nonlinear Adaptive Neural Filters. Neural Computation 12(6): 1285-1292 (2000)
6Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDanilo P. Mandic, Jonathon A. Chambers: Towards the Optimal Learning Rate for Backpropagation. Neural Processing Letters 11(1): 1-5 (2000)
5Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDanilo P. Mandic, Jonathon A. Chambers: A normalised real time recurrent learning algorithm. Signal Processing 80(9): 1909-1916 (2000)
4Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDanilo P. Mandic, Jonathon A. Chambers: Advanced RNN Based NARMA Predictors. VLSI Signal Processing 26(1-2): 105-117 (2000)
1999
3Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDanilo P. Mandic, Jonathon A. Chambers: Toward an optimal PRNN-based nonlinear predictor. IEEE Transactions on Neural Networks 10(6): 1435-1442 (1999)
2Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDanilo P. Mandic, Jonathon A. Chambers: Relating the Slope of the Activation Function and the Learning Rate Within a Recurrent Neural Network. Neural Computation 11(5): 1069-1077 (1999)
1Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDanilo P. Mandic, Jonathon A. Chambers: Exploiting inherent relationships in RNN architectures. Neural Networks 12(10): 1341-1345 (1999)

Coauthor Index

1Tülay Adali [37]
2Mosabber Uddin Ahmed [132]
3Kazuyuki Aihara [51] [73] [100]
4Luís A. Alexandre [61] [62]
5Tonio Ball [119]
6Javier A. Barria [37]
7Allan Kardec Barros [38] [43] [47] [49]
8Jacob Benesty [86]
9Nicolas Le Bihan [125]
10Christos Boukis [44] [80] [98]
11Milorad M. Bozic [16]
12Cesar F. Caiafa [119]
13Jianting Cao [83] [104] [116] [122] [127]
14André Borges Cavalcante [47]
15Gavin C. Cawley [17] [18] [27] [29]
16Jonathon A. Chambers [1] [2] [3] [4] [5] [6] [7] [8] [26] [28] [37]
17Mo Chen [34] [44] [48] [58] [67] [68] [75]
18Andrzej Cichocki [33] [42] [43] [45] [46] [55] [70] [71] [83] [92] [96] [116] [118] [119] [133]
19Anthony G. Constantinides [37] [80] [98]
20Tiziana D'Orazio [106] [131]
21Dahir H. Dini [114] [129]
22Stephen R. Dorling [17] [18] [27] [29]
23Scott C. Douglas [88] [105] [121] [123] [126] [128]
24Wlodzislaw Duch (Wlodek Duch) [61] [62] [65]
25Deniz Erdogmus [64]
26Donna Erickson [116]
27Robert J. Foxall [17] [18] [27] [29]
28Temujin Gautama [23] [25] [31] [44] [68]
29Su Lee Goh [20] [24] [30] [32] [44] [51] [52] [53] [54] [67]
30Martin Golz [34] [37] [48] [122]
31Andrew I. Hanna [13] [15] [19] [21] [22]
32Richard Harvey [9] [14]
33John Homer [40]
34Xiujie Huang [81]
35Marc M. Van Hulle [23] [25] [31] [108] [112]
36Lionel Husson [57]
37Maria G. Jafari [26] [28]
38Cyrus Jahanchahi [103] [115] [125]
39Soroush Javidi [73] [89] [96] [111] [125]
40Beth Jelfs [44] [58] [73] [89] [112] [126] [127]
41Simon J. Julier (Simon Justin Julier, Simon Julier) [114]
42Aleksandar Kavcic [81] [87]
43Preben Kidmose [75] [102]
44Dai I. Kim [15]
45Djemal H. Kolonic [9] [14]
46Igor R. Krcmar [16]
47Anthony Kuh [37] [41] [84]
48Tony Kuh [44]
49Jan Larsen [38]
50Marco Leo [106] [131]
51Wai Yie Leong [40] [59] [63] [69] [74] [97]
52Ling Li [122] [127]
53Wei Liu [33] [39] [45] [46] [55] [63]
54David Looney [72] [76] [77] [102] [106] [108] [124] [131]
55Xiao Ma [81]
56Kiyotoshi Matsuoka [133]
57Ben P. Milner (Ben Milner) [14]
58Toyoaki Nishida [118]
59Dragan Obradovic [37]
60Ramaswamy Palaniappan [36] [50] [56]
61Alex S. Palmer [11] [12]
62Cheolsoo Park [102] [108]
63Maciej Pedzisz [66]
64Anh Huy Phan [133]
65Ionut-Dan Plai [57]
66Lazaros Polymenakos (Lazaros C. Polymenakos) [98]
67José Carlos Príncipe (José C. Príncipe, Jose C. Principe) [112]
68Andrzej W. Przybyszewski [71] [92]
69Anca L. Ralescu [70] [83]
70Moe Razaz [11] [12]
71Naveed ur Rehman [85] [95] [99] [109]
72Tomasz M. Rutkowski [35] [43] [44] [47] [49] [60] [70] [71] [83] [92] [104] [116] [118]
73Joaquim Marques de Sá [61] [62]
74Ali H. Sayed [113]
75Andreas Schulze-Bonhage [119]
76Warren Sherliker [16]
77Qi-Wei Shi [104]
78David Sommer [34] [48]
79Susanne Still [88]
80Nicola L. C. Talbot [18] [27] [29]
81Toshihisa Tanaka [42] [64] [70] [83] [104] [116]
82Petr Tichavský [133]
83Clive Cheong Took [78] [79] [86] [87] [90] [91] [93] [94] [100] [101] [103] [107] [110] [111] [115] [117] [120] [125] [128]
84Udo Trutschel [34] [37] [48]
85Bukhari Che Ujang [87] [91] [101] [110]
86Michael Ungstrup [75] [102]
87Phebe Vayanos [44] [58] [67] [73] [89]
88François B. Vialatte (François-Benoit Vialatte) [43]
89Mingxuan Wang [120]
90Ru-Bin Wang [104]
91Yoshikazu Washizawa [42]
92Armelle Wautier [57]
93Philippe De Wilde [37]
94Yili Xia [90] [102] [112] [113] [121] [122] [127] [130]
95Fuzhen Zhang [117]
96Liqing Zhang [119]
97Qibin Zhao [119]
98Wei Zhou [104]
99Chaopin Zhu [41]

Colors in the list of coauthors

Last update Sun Jun 3 16:06:10 2012 CET by the DBLP TeamThis material is Open Data Data released under the ODC-BY 1.0 license — See also our legal information page