Mark J. Embrechts

	2011
30		Paulo Cortez, Mark J. Embrechts: Opening black box Data Mining models using Sensitivity Analysis. CIDM 2011: 341-348
29		Christopher J. Gatti, Jonathan D. Linton, Mark J. Embrechts: A brief tutorial on reinforcement learning: The game of Chung Toi. ESANN 2011
28		Christopher J. Gatti, Mark J. Embrechts, Jonathan D. Linton: Reinforcement learning and the effects of parameter settings in the game of Chung Toi. SMC 2011: 3530-3535
	2010
27		Mark J. Embrechts, Blake J. Hargis, Jonathan D. Linton: An augmented efficient backpropagation training strategy for deep autoassociative neural networks. ESANN 2010
26		Mark J. Embrechts, Blake J. Hargis, Jonathan D. Linton: Augmented Efficient BackProp for backpropagation learning in deep autoassociative neural networks. IJCNN 2010: 1-6
	2009
25		Mark J. Embrechts, Luís A. Alexandre, Jonathan D. Linton: Reservoir computing for static pattern recognition. ESANN 2009
24		Luís A. Alexandre, Mark J. Embrechts: Reservoir Size, Spectral Radius and Connectivity in Static Classification Problems. ICANN (1) 2009: 1015-1024
23		Luís A. Alexandre, Mark J. Embrechts, Jamathan Linton: Benchmarking reservoir computing on time-independent classification tasks. IJCNN 2009: 89-93
	2008
22		Tanawut Tantimongcolwat, Thanakorn Naenna, Chartchalerm Isarankura-Na-Ayudhya, Mark J. Embrechts, Virapong Prachayasittikul: Identification of ischemic heart disease via machine learning analysis on magnetocardiograms. Comp. in Bio. and Med. 38(7): 817-825 (2008)
21		Ismael E. Arciniegas Rueda, Fabio A. Arciniegas, Mark J. Embrechts: Analyzing currency crises' real effects with partial least squares sensitivity analysis. Intell. Data Anal. 12(1): 103-128 (2008)
	2007
20		Paul F. Evangelista, Mark J. Embrechts, Boleslaw K. Szymanski: Some Properties of the Gaussian Kernel for One Class Learning. ICANN (1) 2007: 269-278
19		Changjian Huang, Mark J. Embrechts, Nagamani Sukumar, Curt M. Breneman: Data Fusion and Auto-fusion for Quantitative Structure-Activity Relationship (QSAR). ICANN (1) 2007: 628-637
18		Mark J. Embrechts, Jonathan D. Linton, Walter F. L. Bogaerts, Bram Heyns, Paul F. Evangelista: Automated Text Categorization Based on Readability Fingerprints. ICANN (2) 2007: 408-416
	2006
17		Long Han, Mark J. Embrechts, Boleslaw K. Szymanski, Karsten Sternickel, Alexander Ross: Random Forests Feature Selection with K-PLS: Detecting Ischemia from Magnetocardiograms. ESANN 2006: 221-226
16		Paul F. Evangelista, Mark J. Embrechts, Boleslaw K. Szymanski: Data Fusion for Outlier Detection through Pseudo-ROC Curves and Rank Distributions. IJCNN 2006: 2166-2173
15		Long Han, Mark J. Embrechts, Yunqing Chen, Xi-Cheng Zhang: Kernel Partial Least Squares for the Identification of Mixture Content from TeraHertz Spectra. IJCNN 2006: 3181-3187
	2005
14		Paul F. Evangelista, Piero P. Bonissone, Mark J. Embrechts, Boleslaw K. Szymanski: unsupervised fuzzy ensembles and their use in intrusion detection. ESANN 2005: 345-350
	2004
13		Walker H. Land Jr., Lut Wong, Daniel W. McKee, Mark J. Embrechts, Rizly Salih, Frances Anderson: Applying Support Vector Machines to Breast Cancer Diagnosis using Screen Film Mammogram Data. CBMS 2004: 224-
12		Paul F. Evangelista, Mark J. Embrechts, Boleslaw K. Szymanski: Taming the Curse of Dimensionality in Kernels and Novelty Detection. WSC 2004: 425-438
11		Ismael E. Arciniegas Rueda, Fabio A. Arciniegas, Mark J. Embrechts: SVM sensitivity analysis: an application to currency crises aftermaths. IEEE Transactions on Systems, Man, and Cybernetics, Part A 34(3): 387-398 (2004)
10		Omowunmi Sadik, Walker H. Land Jr., Adam K. Wanekaya, Michiko Uematsu, Mark J. Embrechts, Lut Wong, Dale Leibensperger, Alex Volykin: Detection and Classification of Organophosphate Nerve Agent Simulants Using Support Vector Machines with Multiarray Sensors. Journal of Chemical Information and Modeling 44(2): 499-507 (2004)
9		Wei Deng, Curt M. Breneman, Mark J. Embrechts: Predicting Protein-Ligand Binding Affinities Using Novel Geometrical Descriptors and Machine-Learning Methods. Journal of Chemical Information and Modeling 44(2): 699-703 (2004)
	2003
8		Curt M. Breneman, C. Matthew Sundling, Nagamani Sukumar, Lingling Shen, William P. Katt, Mark J. Embrechts: New developments in PEST shape/property hybrid descriptors. Journal of Computer-Aided Molecular Design 17(2-4): 231-240 (2003)
7		Jinbo Bi, Kristin P. Bennett, Mark J. Embrechts, Curt M. Breneman, Minghu Song: Dimensionality Reduction via Sparse Support Vector Machines. Journal of Machine Learning Research 3: 1229-1243 (2003)
	2002
6		Kristin P. Bennett, Michinari Momma, Mark J. Embrechts: MARK: a boosting algorithm for heterogeneous kernel models. KDD 2002: 24-31
5		Robert H. Kewley, Mark J. Embrechts: Computational military tactical planning system. IEEE Transactions on Systems, Man, and Cybernetics, Part C 32(2): 161-171 (2002)
	2001
4		Neil H. Eklund, Mark J. Embrechts: Determining the Color-Efficiency Pareto Optimal Surface for Filtered Light Sources. EMO 2001: 603-611
	2000
3		Fabio A. Arciniegas, Mark J. Embrechts: Phoneme Recognition with Staged Neural Networks. IJCNN (5) 2000: 259-264
2		Mark J. Embrechts, Dirk Devogelaere, Marcel Rijckaert: Supervised Scaled Regression Clustering: An Alternative to Neural Networks. IJCNN (6) 2000: 571-576
1		Robert H. Kewley, Mark J. Embrechts, Curt M. Breneman: Data strip mining for the virtual design of pharmaceuticals with neural networks. IEEE Trans. Neural Netw. Learning Syst. 11(3): 668-679 (2000)

Coauthor Index

1	Luís A. Alexandre	[23] [24] [25]
2	Frances Anderson	[13]
3	Fabio A. Arciniegas	[3] [11] [21]
4	Kristin P. Bennett	[6] [7]
5	Jinbo Bi	[7]
6	Walter F. L. Bogaerts	[18]
7	Piero P. Bonissone	[14]
8	Curt M. Breneman	[1] [7] [8] [9] [19]
9	Yunqing Chen	[15]
10	Paulo Cortez	[30]
11	Wei Deng	[9]
12	Dirk Devogelaere	[2]
13	Neil H. Eklund	[4]
14	Paul F. Evangelista	[12] [14] [16] [18] [20]
15	Christopher J. Gatti	[28] [29]
16	Long Han	[15] [17]
17	Blake J. Hargis	[26] [27]
18	Bram Heyns	[18]
19	Changjian Huang	[19]
20	Chartchalerm Isarankura-Na-Ayudhya	[22]
21	William P. Katt	[8]
22	Robert H. Kewley	[1] [5]
23	Walker H. Land Jr.	[10] [13]
24	Dale Leibensperger	[10]
25	Jamathan Linton	[23]
26	Jonathan D. Linton	[18] [25] [26] [27] [28] [29]
27	Daniel W. McKee	[13]
28	Michinari Momma	[6]
29	Thanakorn Naenna	[22]
30	Virapong Prachayasittikul	[22]
31	Marcel Rijckaert	[2]
32	Alexander Ross	[17]
33	Ismael E. Arciniegas Rueda	[11] [21]
34	Omowunmi Sadik	[10]
35	Rizly Salih	[13]
36	Lingling Shen	[8]
37	Minghu Song	[7]
38	Karsten Sternickel	[17]
39	Nagamani Sukumar	[8] [19]
40	C. Matthew Sundling	[8]
41	Boleslaw K. Szymanski	[12] [14] [16] [17] [20]
42	Tanawut Tantimongcolwat	[22]
43	Michiko Uematsu	[10]
44	Alex Volykin	[10]
45	Adam K. Wanekaya	[10]
46	Lut Wong	[10] [13]
47	Xi-Cheng Zhang	[15]

Colors in the list of coauthors

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