Edwin Lughofer

	2012
34		Edwin Lughofer: Hybrid active learning for reducing the annotation effort of operators in classification systems. Pattern Recognition 45(2): 884-896 (2012)
	2011
33		Edwin Lughofer: Evolving Fuzzy Systems - Methodologies, Advanced Concepts and Applications Springer 2011: 1-410
32		Edwin Lughofer, Bogdan Trawinski, Krzysztof Trawinski, Tadeusz Lasota: On-Line Valuation of Residential Premises with Evolving Fuzzy Models. HAIS (1) 2011: 107-115
31		Bogdan Trawinski, Krzysztof Trawinski, Edwin Lughofer, Tadeusz Lasota: Investigation of Evolving Fuzzy Systems Methods FLEXFIS and eTS on Predicting Residential Prices. WILF 2011: 123-130
30		Edwin Lughofer, Plamen P. Angelov: Handling drifts and shifts in on-line data streams with evolving fuzzy systems. Appl. Soft Comput. 11(2): 2057-2068 (2011)
29		Edwin Lughofer, Vicente Macián, Carlos Guardiola, Erich-Peter Klement: Identifying static and dynamic prediction models for NOx emissions with evolving fuzzy systems. Appl. Soft Comput. 11(2): 2487-2500 (2011)
28		Edwin Lughofer: On-line incremental feature weighting in evolving fuzzy classifiers. Fuzzy Sets and Systems 163(1): 1-23 (2011)
27		Edwin Lughofer, Bogdan Trawinski, Krzysztof Trawinski, Olgierd Kempa, Tadeusz Lasota: On employing fuzzy modeling algorithms for the valuation of residential premises. Inf. Sci. 181(23): 5123-5142 (2011)
26		Stefan Thumfart, Richard H. A. H. Jacobs, Edwin Lughofer, Christian Eitzinger, Frans W. Cornelissen, Werner Groissboeck, Roland Richter: Modeling human aesthetic perception of visual textures. TAP 8(4): 27 (2011)
	2010
25		Edwin Lughofer: On Dynamic Selection of the Most Informative Samples in Classification Problems. ICMLA 2010: 573-579
24		Edwin Lughofer: On Dynamic Soft Dimension Reduction in Evolving Fuzzy Classifiers. IPMU 2010: 79-88
23		Edwin Lughofer, Vicente Macián, Carlos Guardiola, Erich-Peter Klement: Data-Driven Design of Takagi-Sugeno Fuzzy Systems for Predicting NOx Emissions. IPMU (2) 2010: 1-10
22		Wolfgang Heidl, Stefan Thumfart, Christian Eitzinger, Edwin Lughofer, Erich-Peter Klement: Classifier-based analysis of visual inspection: Gender differences in decision-making. SMC 2010: 113-120
21		Edwin Lughofer, Stefan Kindermann: SparseFIS: Data-Driven Learning of Fuzzy Systems With Sparsity Constraints. IEEE T. Fuzzy Systems 18(2): 396-411 (2010)
20		Edwin Lughofer: On-line evolving image classifiers and their application to surface inspection. Image Vision Comput. 28(7): 1065-1079 (2010)
19		Werner Groissboeck, Edwin Lughofer, Stefan Thumfart: Associating visual textures with human perceptions using genetic algorithms. Inf. Sci. 180(11): 2065-2084 (2010)
18		Davy Sannen, Edwin Lughofer, Hendrik Van Brussel: Towards incremental classifier fusion. Intell. Data Anal. 14(1): 3-30 (2010)
17		Christian Eitzinger, Wolfgang Heidl, Edwin Lughofer, Stefan Raiser, Jim E. Smith, Muhammad Atif Tahir, Davy Sannen, Hendrik Van Brussel: Assessment of the influence of adaptive components in trainable surface inspection systems. Mach. Vis. Appl. 21(5): 613-626 (2010)
16		Stefan Raiser, Edwin Lughofer, Christian Eitzinger, James Edward Smith: Impact of object extraction methods on classification performance in surface inspection systems. Mach. Vis. Appl. 21(5): 627-641 (2010)
	2009
15		Edwin Lughofer, Plamen P. Angelov: Detecting and Reacting on Drifts and Shifts in On-Line Data Streams with Evolving Fuzzy Systems. IFSA/EUSFLAT Conf. 2009: 931-937
14		Edwin Lughofer, Stefan Kindermann: Rule Weight Optimization and Feature Selection in Fuzzy Systems with Sparsity Contraints. IFSA/EUSFLAT Conf. 2009: 950-956
13		Edwin Lughofer, James Edward Smith, Muhammad Atif Tahir, Praminda Caleb-Solly, Christian Eitzinger, Davy Sannen, Marnix Nuttin: Human-Machine Interaction Issues in Quality Control Based on Online Image Classification. IEEE Transactions on Systems, Man, and Cybernetics, Part A 39(5): 960-971 (2009)
	2008
12		Edwin Lughofer, Jim E. Smith, Praminda Caleb-Solly, Muhammad Atif Tahir, Christian Eitzinger, Davy Sannen, Hendrik Van Brussel: On Human-Machine Interaction during Online Image Classifier Training. CIMCA/IAWTIC/ISE 2008: 1005-1010
11		Holger Schöner, Bernhard Moser, Edwin Lughofer: On Preprocessing Multi-channel Sensor Data for Online Process Monitoring. CIMCA/IAWTIC/ISE 2008: 414-419
10		Edwin Lughofer: Evolving Vector Quantization for Classification of On-Line Data Streams. CIMCA/IAWTIC/ISE 2008: 779-784
9		Edwin Lughofer, Stefan Kindermann: Improving the robustness of data-driven fuzzy systems with regularization. FUZZ-IEEE 2008: 703-709
8		Davy Sannen, Marnix Nuttin, Jim E. Smith, Muhammad Atif Tahir, Praminda Caleb-Solly, Edwin Lughofer, Christian Eitzinger: An On-Line Interactive Self-adaptive Image Classification Framework. ICVS 2008: 171-180
7		Christian Eitzinger, Manfred Gmainer, Wolfgang Heidl, Edwin Lughofer: Increasing Classification Robustness with Adaptive Features. ICVS 2008: 445-453
6		Plamen P. Angelov, Edwin Lughofer, Xiaowei Zhou: Evolving fuzzy classifiers using different model architectures. Fuzzy Sets and Systems 159(23): 3160-3182 (2008)
5		Edwin Lughofer: FLEXFIS: A Robust Incremental Learning Approach for Evolving Takagi-Sugeno Fuzzy Models. IEEE T. Fuzzy Systems 16(6): 1393-1410 (2008)
4		Edwin Lughofer: Extensions of vector quantization for incremental clustering. Pattern Recognition 41(3): 995-1011 (2008)
	2007
3		Edwin Lughofer, Plamen P. Angelov, Xiaowei Zhou: Evolving Single- and Multi-Model Fuzzy Classifiers with FLEXFIS-Class. FUZZ-IEEE 2007: 1-6
2		Plamen P. Angelov, Xiaowei Zhou, Dimitar Filev, Edwin Lughofer: Architectures for evolving fuzzy rule-based classifiers. SMC 2007: 2050-2055
	2005
1		Edwin Lughofer, Eyke Hüllermeier, Erich-Peter Klement: Improving the interpretability of data-driven evolving fuzzy systems. EUSFLAT Conf. 2005: 28-33

Coauthor Index

1	Plamen P. Angelov	[2] [3] [6] [15] [30]
2	Hendrik Van Brussel	[12] [17] [18]
3	Praminda Caleb-Solly	[8] [12] [13]
4	Frans W. Cornelissen	[26]
5	Christian Eitzinger	[7] [8] [12] [13] [16] [17] [22] [26]
6	Dimitar Filev (Dimitar P. Filev)	[2]
7	Manfred Gmainer	[7]
8	Werner Groissboeck	[19] [26]
9	Carlos Guardiola	[23] [29]
10	Wolfgang Heidl	[7] [17] [22]
11	Eyke Hüllermeier	[1]
12	Richard H. A. H. Jacobs	[26]
13	Olgierd Kempa	[27]
14	Stefan Kindermann	[9] [14] [21]
15	Erich-Peter Klement	[1] [22] [23] [29]
16	Tadeusz Lasota	[27] [31] [32]
17	Vicente Macián	[23] [29]
18	Bernhard Moser	[11]
19	Marnix Nuttin	[8] [13]
20	Stefan Raiser	[16] [17]
21	Roland Richter	[26]
22	Davy Sannen	[8] [12] [13] [17] [18]
23	Holger Schöner	[11]
24	James Edward Smith	[13] [16]
25	Jim E. Smith	[8] [12] [17]
26	Muhammad Atif Tahir	[8] [12] [13] [17]
27	Stefan Thumfart	[19] [22] [26]
28	Bogdan Trawinski	[27] [31] [32]
29	Krzysztof Trawinski	[27] [31] [32]
30	Xiaowei Zhou	[2] [3] [6]

Colors in the list of coauthors

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