Please note: This is a beta version of the new dblp website.
You can find the classic dblp view of this page here.
You can find the classic dblp view of this page here.
Marc M. Van Hulle
2010 – today
- 2013
[j77]Nikolay Chumerin, Nikolay V. Manyakov, Marijn van Vliet, Arne Robben, Adrien Combaz, Marc M. Van Hulle: Steady-State Visual Evoked Potential-Based Computer Gaming on a Consumer-Grade EEG Device. IEEE Trans. Comput. Intellig. and AI in Games 5(2): 100-110 (2013)- 2012
- [j76]Gert Van Dijck, Karsten Seidl, Oliver Paul, Patrick Ruther, Marc M. Van Hulle, Reinoud Maex: Enhancing the Yield of High-Density electrode Arrays through Automated electrode Selection. Int. J. Neural Syst. 22(1): 1-19 (2012)
- [j75]Karl Pauwels, Marc M. Van Hulle: Head-Centric Disparity and Epipolar Geometry Estimation from a Population of Binocular Energy Neurons. Int. J. Neural Syst. 22(3) (2012)
- [j74]Nikolay V. Manyakov, Nikolay Chumerin, Marc M. Van Hulle: Multichannel Decoding for Phase-Coded SSVEP Brain-Computer Interface. Int. J. Neural Syst. 22(5) (2012)
- [j73]Adrien Combaz, Nikolay Chumerin, Nikolay V. Manyakov, Arne Robben, Johan A. K. Suykens, Marc M. Van Hulle: Towards the detection of error-related potentials and its integration in the context of a P300 speller brain-computer interface. Neurocomputing 80: 73-82 (2012)
- [j72]Karl Pauwels, Matteo Tomasi, Javier Diaz Alonso, Eduardo Ros, Marc M. Van Hulle: A Comparison of FPGA and GPU for Real-Time Phase-Based Optical Flow, Stereo, and Local Image Features. IEEE Trans. Computers 61(7): 999-1012 (2012)
- [c28]Nikolay V. Manyakov, Nikolay Chumerin, Adrien Combaz, Arne Robben, Marijn van Vliet, Marc M. Van Hulle: Decoding SSVEP Responses based on Parafac Decomposition. BIOSIGNALS 2012: 443-447
- [c27]Nikolay V. Manyakov, Adrien Combaz, Nikolay Chumerin, Arne Robben, Marijn van Vliet, Marc M. Van Hulle: Feasibility of Error-Related Potential Detection as Novelty Detection Problem in P300 Mind Spelling. ICAISC (2) 2012: 293-301
- 2011
- [j71]Jonas Poelmans, Marc M. Van Hulle, Stijn Viaene, Paul Elzinga, Guido Dedene: Text mining with emergent self organizing maps and multi-dimensional scaling: A comparative study on domestic violence. Appl. Soft Comput. 11(4): 3870-3876 (2011)
- [j70]Nikolay V. Manyakov, Nikolay Chumerin, Adrien Combaz, Marc M. Van Hulle: Comparison of Classification Methods for P300 Brain-Computer Interface on Disabled Subjects. Comp. Int. and Neurosc. 2011 (2011)
- [j69]Gert Van Dijck, Marc M. Van Hulle: Joint Markov Blankets in Feature Sets Extracted from Wavelet Packet Decompositions. Entropy 13(7): 1403-1424 (2011)
- [j68]Patrick A. De Mazière, Marc M. Van Hulle: A clustering study of a 7000 EU document inventory using MDS and SOM. Expert Syst. Appl. 38(7): 8835-8849 (2011)
- [j67]Cheolsoo Park, David Looney, Marc M. Van Hulle, Danilo P. Mandic: The complex local mean decomposition. Neurocomputing 74(6): 867-875 (2011)
- [j66]Irene Markelic, Anders Kjær-Nielsen, Karl Pauwels, Lars Baunegaard With Jensen, Nikolay Chumerin, Ausra Vidugiriene, Minija Tamosiunaite, Alexander Rotter, Marc M. Van Hulle, Norbert Krüger, Florentin Wörgötter: The Driving School System: Learning Basic Driving Skills From a Teacher in a Real Car. IEEE Transactions on Intelligent Transportation Systems 12(4): 1135-1146 (2011)
- [j65]Yili 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)
- [j64]Reinhard Klette, Norbert Krüger, Tobi Vaudrey, Karl Pauwels, Marc M. Van Hulle, Sandino Morales, Farid I. Kandil, Ralf Haeusler, Nicolas Pugeault, Clemens Rabe, Markus Lappe: Performance of Correspondence Algorithms in Vision-Based Driver Assistance Using an Online Image Sequence Database. IEEE T. Vehicular Technology 60(5): 2012-2026 (2011)
- [c26]Nikolay V. Manyakov, Nikolay Chumerin, Adrien Combaz, Marc M. Van Hulle: Comparison of Linear Classification Methods for P300 Brain-computer Interface on Disabled Subjects. BIOSIGNALS 2011: 328-334
- [c25]Nikolay Chumerin, Nikolay V. Manyakov, Adrien Combaz, Arne Robben, Marijn van Vliet, Marc M. Van Hulle: Subject-adaptive steady-state visual evoked potential detection for brain-computer interface. IDAACS (1) 2011: 369-373
- [c24]Nikolay V. Manyakov, Nikolay Chumerin, Adrien Combaz, Arne Robben, Marijn van Vliet, Marc M. Van Hulle: Decoding Phase-Based Information from Steady-State Visual Evoked Potentials with Use of Complex-Valued Neural Network. IDEAL 2011: 135-143
- [c23]Nikolay Chumerin, Nikolay V. Manyakov, Adrien Combaz, Arne Robben, Marijn van Vliet, Marc M. Van Hulle: Steady State Visual Evoked Potential Based Computer Gaming - The Maze. INTETAIN 2011: 28-37
- 2010
- [j63]Silvio P. Sabatini, Giulia Gastaldi, Fabio Solari, Karl Pauwels, Marc M. Van Hulle, Javier Díaz, Eduardo Ros, Nicolas Pugeault, Norbert Krüger: A compact harmonic code for early vision based on anisotropic frequency channels. Computer Vision and Image Understanding 114(6): 681-699 (2010)
- [j62]Gert Van Dijck, Marc M. Van Hulle: Increasing and Decreasing Returns and Losses in Mutual Information Feature Subset Selection. Entropy 12(10): 2144-2170 (2010)
- [j61]Nikolay V. Manyakov, Marc M. Van Hulle: Decoding Grating Orientation from microelectrode Array Recordings in Monkey Cortical Area V4. Int. J. Neural Syst. 20(2): 95-108 (2010)
- [j60]Nikolay Chumerin, Agostino Gibaldi, Silvio P. Sabatini, Marc M. Van Hulle: Learning Eye Vergence Control from a Distributed Disparity Representation. Int. J. Neural Syst. 20(4): 267-278 (2010)
- [j59]Lars Baunegaard With Jensen, Anders Kjær-Nielsen, Karl Pauwels, Jeppe Barsøe Jessen, Marc M. Van Hulle, Norbert Krüger: A two-level real-time vision machine combining coarse- and fine-grained parallelism. J. Real-Time Image Processing 5(4): 291-304 (2010)
- [j58]Nikolay V. Manyakov, Rufin Vogels, Marc M. Van Hulle: Decoding Stimulus-Reward Pairing From Local Field Potentials Recorded From Monkey Visual Cortex. IEEE Transactions on Neural Networks 21(12): 1892-1902 (2010)
- [c22]Nikolay V. Manyakov, Jonas Poelmans, Rufin Vogels, Marc M. Van Hulle: Combining ESOMs Trained on a Hierarchy of Feature Subsets for Single-Trial Decoding of LFP Responses in Monkey Area V4. ICAISC (2) 2010: 548-555
- [c21]Gert Van Dijck, Ahmad Jezzini, Stanislav Herwik, Sebastian Kisban, Karsten Seidl, Oliver Paul, Patrick Ruther, Francesca Ugolotti Serventi, Leonardo Fogassi, Marc M. Van Hulle, Maria Alessandra Umiltà: Toward Automated Electrode Selection in the Electronic Depth Control Strategy for Multi-unit Recordings. ICONIP (2) 2010: 17-25
- [c20]Nikolay V. Manyakov, Nikolay Chumerin, Adrien Combaz, Arne Robben, Marc M. Van Hulle: Decoding SSVEP Responses using Time Domain Classification. IJCCI (ICFC-ICNC) 2010: 376-380
- [c19]Nicolas Pugeault, Karl Pauwels, Marc M. Van Hulle, Florian Pilz, Norbert Krüger: A Three-level Architecture for Model-free Detection and Tracking of Independently Moving Objects. VISAPP (1) 2010: 237-244
2000 – 2009
- 2009
- [j57]Gert Van Dijck, Jo Van Vaerenbergh, Marc M. Van Hulle: Posterior probability profiles for the automated assessment of the recovery of patients with stroke from activity of daily living tasks. Artificial Intelligence in Medicine 46(3): 233-249 (2009)
- [j56]Jonas Poelmans, Paul Elzinga, Stijn Viaene, Marc M. Van Hulle, Guido Dedene: Gaining insight in domestic violence with Emergent Self Organizing Maps. Expert Syst. Appl. 36(9): 11864-11874 (2009)
- [j55]Gert Van Dijck, Martine Wevers, Marc M. Van Hulle: Wavelet Packet Decomposition for the Identification of Corrosion Type from Acoustic Emission Signals. IJWMIP 7(4): 513-534 (2009)
- [j54]Karl Pauwels, Marc M. Van Hulle: Optic flow from unstable sequences through local velocity constancy maximization. Image Vision Comput. 27(5): 579-587 (2009)
- [j53]Filip Deleus, Marc M. Van Hulle: A Connectivity-Based Method for Defining Regions-of-Interest in fMRI Data. IEEE Transactions on Image Processing 18(8): 1760-1771 (2009)
- [c18]Jonas Poelmans, Paul Elzinga, Stijn Viaene, Marc M. Van Hulle, Guido Dedene: How Emergent Self Organizing Maps Can Help Counter Domestic Violence. CSIE (4) 2009: 126-136
- [c17]Adrien Combaz, Nikolay V. Manyakov, Nikolay Chumerin, Johan A. K. Suykens, Marc M. Van Hulle: Feature Extraction and Classification of EEG Signals for Rapid P300 Mind Spelling. ICMLA 2009: 386-391
- [c16]Nikolay Chumerin, Nikolay V. Manyakov, Adrien Combaz, Johan A. K. Suykens, Refet Firat Yazicioglu, Tom Torfs, Patrick Merken, Herc P. Neves, Chris Van Hoof, Marc M. Van Hulle: P300 Detection Based on Feature Extraction in On-line Brain-Computer Interface. KI 2009: 339-346
- [c15]Emre Baseski, Lars Baunegaard With Jensen, Nicolas Pugeault, Florian Pilz, Karl Pauwels, Marc M. Van Hulle, Florentin Wörgötter, Norbert Krüger: Road Interpretation for Driver Assistance based on an Early Cognitive Vision System. VISAPP (1) 2009: 496-505
- [c14]Jonas Poelmans, Paul Elzinga, Stijn Viaene, Guido Dedene, Marc M. Van Hulle: Analyzing Domestic Violence with Topographic Maps: A Comparative Study. WSOM 2009: 246-254
- 2008
- [j52]Marc M. Van Hulle, Jan Larsen: Machine Learning for Signal Processing. Neurocomputing 72(1-3): 1-2 (2008)
- [j51]Marc M. Van Hulle: Constrained Subspace ICA Based on Mutual Information Optimization Directly. Neural Computation 20(4): 964-973 (2008)
- [j50]Marc M. Van Hulle: Sequential Fixed-Point ICA Based on Mutual Information Minimization. Neural Computation 20(5): 1344-1365 (2008)
- [p1]Marc M. Van Hulle: Kernel-Based Topographic Maps: Theory and Applications. Wiley Encyclopedia of Computer Science and Engineering 2008
- 2007
- [j49]Norbert Krüger, Florentin Wörgötter, Marc M. Van Hulle: Editorial: ECOVISION: Challenges in Early-Cognitive Vision. International Journal of Computer Vision 72(1): 5-7 (2007)
- [j48]Karl Pauwels, Markus Lappe, Marc M. Van Hulle: Fixation as a Mechanism for Stabilization of Short Image Sequences. International Journal of Computer Vision 72(1): 67-78 (2007)
- [c13]Gert Van Dijck, Jo Van Vaerenbergh, Marc M. Van Hulle: Posterior Probability Profiles for the Automated Assessment of the Recovery of Stroke Patients. AAAI 2007: 347-353
- [c12]Nikolay V. Manyakov, Marc M. Van Hulle: Causality analysis of LFPs in micro-electrode arrays based on mutual information. ESANN 2007: 447-452
- [c11]Gert Van Dijck, Jo Van Vaerenbergh, Marc M. Van Hulle: Information Theoretic Derivations for Causality Detection: Application to Human Gait. ICANN (2) 2007: 159-168
- [c10]Gert Van Dijck, Marc M. Van Hulle, Jo Van Vaerenbergh: A Novel Criterion for Onset Detection: Differential Information Redundancy with Application to Human Movement Initiation. ICDM 2007: 673-678
- [c9]Gert Van Dijck, Marc M. Van Hulle: Speeding Up Feature Subset Selection Through Mutual Information Relevance Filtering. PKDD 2007: 277-287
- [c8]Silvio P. Sabatini, Giulia Gastaldi, Fabio Solari, Karl Pauwels, Marc M. Van Hulle, Javier Díaz, Eduardo Ros, Nicolas Pugeault, Norbert Krüger: Compact (and accurate) early vision processing in the harmonic space. VISAPP (1) 2007: 213-220
- 2006
- [j47]Karl Pauwels, Marc M. Van Hulle: Optimal instantaneous rigid motion estimation insensitive to local minima. Computer Vision and Image Understanding 104(1): 77-86 (2006)
- [j46]Marc M. Van Hulle: Differential Log Likelihood for Evaluating and Learning Gaussian Mixtures. Neural Computation 18(2): 430-445 (2006)
- [j45]Marc M. Van Hulle: Topographic map formation of factorized Edgeworth-expanded kernels. Neural Networks 19(6-7): 744-750 (2006)
- [j44]Temujin Gautama, Marc M. Van Hulle: Batch map extensions of the kernel-based maximum entropy learning rule. IEEE Transactions on Neural Networks 17(2): 529-532 (2006)
- [c7]Karl Pauwels, Marc M. Van Hulle: Optic Flow from Unstable Sequences containing Unconstrained Scenes through Local Velocity Constancy Maximization. BMVC 2006: 397-406
- [c6]Gert Van Dijck, Marc M. Van Hulle: Speeding Up the Wrapper Feature Subset Selection in Regression by Mutual Information Relevance and Redundancy Analysis. ICANN (1) 2006: 31-40
- [c5]Gert Van Dijck, Marc M. Van Hulle: Onset Detection through Maximal Redundancy Detection. ICPR (1) 2006: 945-949
- 2005
- [j43]Marc M. Van Hulle, Jan Larsen: Neural Networks in Signal Processing. Neurocomputing 69(1-3): 1-2 (2005)
- [j42]Marc M. Van Hulle: Maximum Likelihood Topographic Map Formation. Neural Computation 17(3): 503-513 (2005)
- [j41]Marc M. Van Hulle: Edgeworth-Expanded Gaussian Mixture Density Modeling. Neural Computation 17(8): 1706-1714 (2005)
- [j40]Marc M. Van Hulle: Edgeworth Approximation of Multivariate Differential Entropy. Neural Computation 17(9): 1903-1910 (2005)
- [j39]Marc M. Van Hulle: Mixture density modeling, Kullback-Leibler divergence, and differential log-likelihood. Signal Processing 85(5): 951-963 (2005)
- [c4]Karl Pauwels, Marc M. Van Hulle: Robust Instantaneous Rigid Motion Estimation. CVPR (2) 2005: 980-985
- 2004
- [j38]Temujin 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)
- [j37]Florentin Wörgötter, Norbert Krüger, Nicolas Pugeault, Dirk Calow, Markus Lappe, Karl Pauwels, Marc M. Van Hulle, Sovira Tan, Alan Johnston: Early Cognitive Vision: Using Gestalt-Laws for Task-Dependent, Active Image-Processing. Natural Computing 3(3): 293-321 (2004)
- [j36]Temujin Gautama, Danilo P. Mandic, Marc M. Van Hulle: A novel method for determining the nature of time series. IEEE Trans. Biomed. Engineering 51(5): 728-736 (2004)
- [j35]Marc M. Van Hulle: Entropy-based kernel mixture modeling for topographic map formation. IEEE Transactions on Neural Networks 15(4): 850-858 (2004)
- [j34]David J. Miller, Tülay Adali, Jan Larsen, Marc M. Van Hulle: Guest Editorial for Special Issue on Machine Learning for Signal Processing. VLSI Signal Processing 37(2-3): 171-175 (2004)
- [j33]Marc M. Van Hulle, Temujin Gautama: Optimal Smoothing of Kernel-Based Topographic Maps with Application to Density-Based Clustering of Shapes. VLSI Signal Processing 37(2-3): 211-222 (2004)
- [c3]Gert Van Dijck, Marc M. Van Hulle, Martine Wevers: Genetic Algorithm for Feature Subset Selection with Exploitation of Feature Correlations from Continuous Wavelet Transform: a real-case Application. International Conference on Computational Intelligence 2004: 34-38
- [c2]Gert Van Dijck, Martine Wevers, Marc M. Van Hulle: Corrosion Time Series Classification using the Continuous Wavelet Transform and MML Density Estimation. International Conference on Computational Intelligence 2004: 39-43
- 2003
- [j32]Temujin 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)
- [c1]Temujin 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
- 2002
- [j31]Marc M. Van Hulle: Kernel-Based Topographic Map Formation by Local Density Modeling. Neural Computation 14(7): 1561-1573 (2002)
- [j30]Marc M. Van Hulle: Joint Entropy Maximization in Kernel-Based Topographic Maps. Neural Computation 14(8): 1887-190 (2002)
- [j29]Marc M. Van Hulle: Kernel-based topographic map formation achieved with an information-theoretic approach. Neural Networks 15(8-9): 1029-1039 (2002)
- [j28]Temujin Gautama, Marc M. Van Hulle: A phase-based approach to the estimation of the optical flow field using spatial filtering. IEEE Transactions on Neural Networks 13(5): 1127-1136 (2002)
- [j27]Marc M. Van Hulle: Blind Source Separation and Equiprobabilistic Topographic Maps. VLSI Signal Processing 31(1): 19-30 (2002)
- [j26]Marc M. Van Hulle, Jan Larsen, Tülay Adali: Guest Editors' Introduction. VLSI Signal Processing 32(1-2): 5-6 (2002)
- [j25]Marc M. Van Hulle, Temujin Gautama: Monitoring the Formation of Kernel-Based Topographic Maps with Application to Hierarchical Clustering of Music Signals. VLSI Signal Processing 32(1-2): 119-134 (2002)
- 2000
- [j24]Tülay Adali, Marc M. Van Hulle, Mahasan Niranjan: Guest Editors' Introduction. VLSI Signal Processing 26(1-2): 5-6 (2000)
- [j23]Marc M. Van Hulle: Hill-Climbing, Density-Based Clustering and Equiprobabilistic Topographic Maps. VLSI Signal Processing 26(1-2): 79-94 (2000)
1990 – 1999
- 1999
- [j22]Marc M. Van Hulle: Faithful representations with topographic maps. Neural Networks 12(6): 803-823 (1999)
- [j21]Temujin Gautama, Marc M. Van Hulle: Self-Organized Feature Extraction Achieved with a Parameterized Filterbank. Neural Processing Letters 10(2): 131-137 (1999)
- [j20]Marc M. Van Hulle: Density-based clustering with topographic maps. IEEE Transactions on Neural Networks 10(1): 204-207 (1999)
- 1998
- [j19]Lin Liu, Marc M. Van Hulle: Modeling the Surround of MT Cells and Their Selectivity for Surface Orientation in Depth Specified by Motion. Neural Computation 10(2): 295-312 (1998)
- [j18]Marc M. Van Hulle: Kernel-Based Equiprobable Topographic Map Formation. Neural Computation 10(7): 1847-1871 (1998)
- [j17]Steven Raekelboom, Marc M. Van Hulle: The Softmap Algorithm. Neural Processing Letters 8(2): 181-192 (1998)
- [j16]Marc M. Van Hulle: Nonparametric Regression Modeling with Equiprobable Topographic Maps and Projection Pursuit Learning with Application to PET Image Processing. VLSI Signal Processing 18(3): 275-285 (1998)
- 1997
- [j15]Marc M. Van Hulle: Nonparametric density estimation and regression achieved with topographic maps maximizing the information-theoretic entropy of their outputs. Biological Cybernetics 77(1): 49-61 (1997)
- [j14]Marc M. Van Hulle: The Formation of Topographic Maps Which Maximize the Average Mutual Information of the Output Responses to Noiseless Input Signals. Neural Computation 9(3): 595-606 (1997)
- [j13]Marc M. Van Hulle: Topology-preserving Map Formation Achieved with a Purely Local Unsupervised Competitive Learning Rule. Neural Networks 10(3): 431-446 (1997)
- [j12]Marc M. Van Hulle: Nonparametric regression analysis achieved with topographic maps developed in combination with projection pursuit learning: an application to density estimation and adaptive filtering of grey-scale images. IEEE Transactions on Signal Processing 45(11): 2663-2672 (1997)
- 1996
- [j11]Marc M. Van Hulle: Combining Topographic Map Formation with Projection Pursuit Learning for Nonparametric Regression Analysis. Neural Processing Letters 4(2): 97-105 (1996)
- [j10]Marc M. Van Hulle: Topographic map formation by maximizing unconditional entropy: a plausible strategy for "online" unsupervised competitive learning and nonparametric density estimation. IEEE Trans. Neural Netw. Learning Syst. 7(5): 1299-1305 (1996)
- 1995
- [j9]Dominique Martinez, Marc M. Van Hulle: Generalized boundary adaptation rule for minimizing rth power law distortion in high resolution quantization. Neural Networks 8(6): 891-900 (1995)
- 1994
- [j8]Tom Tollenaere, J. Miguel Saraiva, Marc M. Van Hulle: Massive MIMD neural network simulations: The connections dilemma. Concurrency - Practice and Experience 6(3): 153-191 (1994)
- 1993
- [j7]Marc M. Van Hulle, Dominique Martinez: On an Unsupervised Learning Rule for Scalar Quantization following the Maximum Entropy Principle. Neural Computation 5(6): 939-953 (1993)
- [j6]Marc M. Van Hulle, Tom Tollenaere: A modular artificial neural network for texture processing. Neural Networks 6(1): 7-32 (1993)
- 1992
- [j5]Tom Tollenaere, Marc M. Van Hulle, Guy A. Orban: Parallel Implementation and Capabilities of Entropy-Driven Artifical Neural Networks. J. Parallel Distrib. Comput. 14(3): 286-305 (1992)
- 1991
- [j4]Marc M. Van Hulle: A goal programming network for linear programming. Biological Cybernetics 65(4): 243-252 (1991)
- [j3]Marc M. Van Hulle: A Goal Programming Network for Mixed Integer Linear Programming: a CaseStudy for the Job-Shop Scheduling Problem. Int. J. Neural Syst. 2(3): 201-209 (1991)
- [j2]Marc M. Van Hulle, Guy A. Orban: Representation and processing in a stochastic neural network: An integrated approach. Neural Networks 4(5): 643-655 (1991)
1980 – 1989
- 1989
- [j1]Marc M. Van Hulle, Guy A. Orban: Entropy Driven Artificial Neuronal Networks and Sensorial Representation: A Proposal. J. Parallel Distrib. Comput. 6(2): 264-290 (1989)
Coauthor Index
data released under the ODC-BY 1.0 license. See also our legal information page
last updated on 2013-06-18 22:39 CEST by the dblp team