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Hullermeier, Eyke

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Author ID: hullermeier.eyke Recent zbMATH articles by "Hullermeier, Eyke"
Published as: Hullermeier, Eyke; Hüllermeier, E.; Hüllermeier, Eyke
Documents Indexed: 70 Publications since 1997, including 7 Books

Publications by Year

Citations contained in zbMATH

45 Publications have been cited 426 times in 355 Documents Cited by Year
An approach to modelling and simulation of uncertain dynamical systems. Zbl 1232.68131
Hüllermeier, Eyke
124
1997
Label ranking by learning pairwise preferences. Zbl 1184.68403
Hüllermeier, Eyke; Fürnkranz, Johannes; Cheng, Weiwei; Brinker, Klaus
29
2008
On label dependence and loss minimization in multi-label classification. Zbl 1243.68237
Dembczyński, Krzysztof; Waegeman, Willem; Cheng, Weiwei; Hüllermeier, Eyke
23
2012
Numerical methods for fuzzy initial value problems. Zbl 1113.65311
Hüllermeier, Eyke
23
1999
Learning from imprecise and fuzzy observations: data disambiguation through generalized loss minimization. Zbl 1407.68396
Hüllermeier, Eyke
22
2014
Preference learning: An introduction. Zbl 1214.68285
Fürnkranz, Johannes; Hüllermeier, Eyke
19
2010
Learning monotone nonlinear models using the Choquet integral. Zbl 1260.68348
Tehrani, Ali Fallah; Cheng, Weiwei; Dembczyński, Krzysztof; Hüllermeier, Eyke
14
2012
Pairwise preference learning and ranking. Zbl 1257.68126
Fürnkranz, Johannes; Hüllermeier, Eyke
14
2003
Combining predictions in pairwise classification: an optimal adaptive voting strategy and its relation to weighted voting. Zbl 1191.68578
Hüllermeier, Eyke; Vanderlooy, Stijn
13
2010
A note on quality measures for fuzzy association rules. Zbl 1037.68748
Dubois, Didier; Hüllermeier, Eyke; Prade, Henri
12
2003
Preference learning. Zbl 1201.68006
Fürnkranz, Johannes (ed.); Hüllermeier, Eyke (ed.)
10
2010
Learning valued preference structures for solving classification problems. Zbl 1187.68394
Hüllermeier, Eyke; Brinker, Klaus
9
2008
Risk assessment system of natural hazards: a new approach based on fuzzy probability. Zbl 1118.62134
Karimi, Iman; Hüllermeier, Eyke
9
2007
Learning from ambiguously labeled examples. Zbl 1141.68567
Hüllermeier, Eyke; Beringer, Jürgen
9
2005
On the representation of fuzzy rules in terms of crisp rules. Zbl 1019.03035
Dubois, Didier; Hüllermeier, Eyke; Prade, Henri
9
2003
An analysis of chaining in multi-label classification. Zbl 1327.68189
Dembczyński, Krzysztof; Waegeman, Willem; Hüllermeier, Eyke
7
2012
Is an ordinal class structure useful in classifier learning? Zbl 1184.68402
Hühn, Jens C.; Hüllermeier, Eyke
6
2008
Case-based approximate reasonning. Zbl 1119.68197
Hüllermeier, Eyke
5
2007
A formal and empirical analysis of the fuzzy gamma rank correlation coefficient. Zbl 1314.68313
Ruiz, M. Dolores; Hüllermeier, Eyke
4
2012
Preference learning and ranking by pairwise comparison. Zbl 1214.68286
Fürnkranz, Johannes; Hüllermeier, Eyke
4
2010
Comparing probability measures using possibility theory: a notion of relative peakedness. Zbl 1122.68133
Dubois, Didier; Hüllermeier, Eyke
4
2007
Learning label preferences: ranking error versus position error. Zbl 1141.68568
Hüllermeier, Eyke; Fürnkranz, Johannes
4
2005
Flexibility and fuzzy case-based evaluation in querying: an illustration in an experimental setting. Zbl 1075.68580
De Calmès, Martine; Dubois, Didier; Hullermeier, Eyke; Prade, Henri; Sedes, Florence
4
2003
Possibilistic induction in decision-tree learning. Zbl 1014.68520
Hüllermeier, Eyke
4
2002
Similarity-based inference as evidential reasoning. Zbl 0970.68169
Hüllermeier, Eyke
4
2001
On the Bayes-optimality of F-measure maximizers. Zbl 1311.62011
Waegeman, Willem; Dembczyński, Krzysztof; Jachnik, Arkadiusz; Cheng, Weiwei; Hüllermeier, Eyke
3
2014
Preference-based reinforcement learning: a formal framework and a policy iteration algorithm. Zbl 1260.68328
Fürnkranz, Johannes; Hüllermeier, Eyke; Cheng, Weiwei; Park, Sang-Hyeun
3
2012
A notion of comparative probabilistic entropy based on the possibilistic specificity ordering. Zbl 1113.68513
Dubois, Didier; Hüllermeier, Eyke
3
2005
Association rules for expressing gradual dependencies. Zbl 1020.68677
Hüllermeier, Eyke
3
2002
Implication-based fuzzy association rules. Zbl 1009.68726
Hüllermeier, Eyke
3
2001
Formalizing case based inference using fuzzy rules. Zbl 0974.68195
Hüllermeier, Eyke; Dubois, Didier; Prade, Henri
3
2001
ML-plan: automated machine learning via hierarchical planning. Zbl 06990191
Mohr, Felix; Wever, Marcel; Hüllermeier, Eyke
2
2018
Lexicographic preferences for predictive modeling of human decision making: a new machine learning method with an application in accounting. Zbl 1380.91070
Bräuning, Michael; Hüllermeier, Eyke; Keller, Tobias; Glaum, Martin
2
2017
Reliable classification: learning classifiers that distinguish aleatoric and epistemic uncertainty. Zbl 1320.68145
Senge, Robin; Bösner, Stefan; Dembczyński, Krzysztof; Haasenritter, Jörg; Hirsch, Oliver; Donner-Banzhoff, Norbert; Hüllermeier, Eyke
2
2014
A survey of preference-based online learning with bandit algorithms. Zbl 1432.68380
Busa-Fekete, Róbert; Hüllermeier, Eyke
2
2014
Survival analysis on data streams: analyzing temporal events in dynamically changing environments. Zbl 1295.62093
Shaker, Ammar; Hüllermeier, Eyke
2
2014
On predictive accuracy and risk minimization in pairwise label ranking. Zbl 1186.68369
Hüllermeier, Eyke; Fürnkranz, Johannes
2
2010
Case-based learning in a bipolar possibilistic framework. Zbl 1155.68072
Beringer, Jürgen; Hüllermeier, Eyke
2
2008
Possibilistic instance-based learning. Zbl 1082.68638
Hüllermeier, Eyke
2
2003
Fuzzy association rules: Semantic issues and quality measures. Zbl 1043.68660
Hüllermeier, Eyke
2
2001
Dyad ranking using Plackett-Luce models based on joint feature representations. Zbl 06889052
Schäfer, Dirk; Hüllermeier, Eyke
1
2018
Editorial. Zbl 1368.00051
De Baets, Bernard (ed.); Dubois, Didier (ed.); Hüllermeier, Eyke (ed.)
1
2015
Preference-based reinforcement learning: evolutionary direct policy search using a preference-based racing algorithm. Zbl 1319.68170
Busa-Fekete, Róbert; Szörényi, Balázs; Weng, Paul; Cheng, Weiwei; Hüllermeier, Eyke
1
2014
On the VC-dimension of the Choquet integral. Zbl 1252.68227
Hüllermeier, Eyke; Tehrani, Ali Fallah
1
2012
Inducing fuzzy concepts through extended version space learning. Zbl 1037.68115
Hüllermeier, Eyke
1
2003
ML-plan: automated machine learning via hierarchical planning. Zbl 06990191
Mohr, Felix; Wever, Marcel; Hüllermeier, Eyke
2
2018
Dyad ranking using Plackett-Luce models based on joint feature representations. Zbl 06889052
Schäfer, Dirk; Hüllermeier, Eyke
1
2018
Lexicographic preferences for predictive modeling of human decision making: a new machine learning method with an application in accounting. Zbl 1380.91070
Bräuning, Michael; Hüllermeier, Eyke; Keller, Tobias; Glaum, Martin
2
2017
Editorial. Zbl 1368.00051
De Baets, Bernard (ed.); Dubois, Didier (ed.); Hüllermeier, Eyke (ed.)
1
2015
Learning from imprecise and fuzzy observations: data disambiguation through generalized loss minimization. Zbl 1407.68396
Hüllermeier, Eyke
22
2014
On the Bayes-optimality of F-measure maximizers. Zbl 1311.62011
Waegeman, Willem; Dembczyński, Krzysztof; Jachnik, Arkadiusz; Cheng, Weiwei; Hüllermeier, Eyke
3
2014
Reliable classification: learning classifiers that distinguish aleatoric and epistemic uncertainty. Zbl 1320.68145
Senge, Robin; Bösner, Stefan; Dembczyński, Krzysztof; Haasenritter, Jörg; Hirsch, Oliver; Donner-Banzhoff, Norbert; Hüllermeier, Eyke
2
2014
A survey of preference-based online learning with bandit algorithms. Zbl 1432.68380
Busa-Fekete, Róbert; Hüllermeier, Eyke
2
2014
Survival analysis on data streams: analyzing temporal events in dynamically changing environments. Zbl 1295.62093
Shaker, Ammar; Hüllermeier, Eyke
2
2014
Preference-based reinforcement learning: evolutionary direct policy search using a preference-based racing algorithm. Zbl 1319.68170
Busa-Fekete, Róbert; Szörényi, Balázs; Weng, Paul; Cheng, Weiwei; Hüllermeier, Eyke
1
2014
On label dependence and loss minimization in multi-label classification. Zbl 1243.68237
Dembczyński, Krzysztof; Waegeman, Willem; Cheng, Weiwei; Hüllermeier, Eyke
23
2012
Learning monotone nonlinear models using the Choquet integral. Zbl 1260.68348
Tehrani, Ali Fallah; Cheng, Weiwei; Dembczyński, Krzysztof; Hüllermeier, Eyke
14
2012
An analysis of chaining in multi-label classification. Zbl 1327.68189
Dembczyński, Krzysztof; Waegeman, Willem; Hüllermeier, Eyke
7
2012
A formal and empirical analysis of the fuzzy gamma rank correlation coefficient. Zbl 1314.68313
Ruiz, M. Dolores; Hüllermeier, Eyke
4
2012
Preference-based reinforcement learning: a formal framework and a policy iteration algorithm. Zbl 1260.68328
Fürnkranz, Johannes; Hüllermeier, Eyke; Cheng, Weiwei; Park, Sang-Hyeun
3
2012
On the VC-dimension of the Choquet integral. Zbl 1252.68227
Hüllermeier, Eyke; Tehrani, Ali Fallah
1
2012
Preference learning: An introduction. Zbl 1214.68285
Fürnkranz, Johannes; Hüllermeier, Eyke
19
2010
Combining predictions in pairwise classification: an optimal adaptive voting strategy and its relation to weighted voting. Zbl 1191.68578
Hüllermeier, Eyke; Vanderlooy, Stijn
13
2010
Preference learning. Zbl 1201.68006
Fürnkranz, Johannes (ed.); Hüllermeier, Eyke (ed.)
10
2010
Preference learning and ranking by pairwise comparison. Zbl 1214.68286
Fürnkranz, Johannes; Hüllermeier, Eyke
4
2010
On predictive accuracy and risk minimization in pairwise label ranking. Zbl 1186.68369
Hüllermeier, Eyke; Fürnkranz, Johannes
2
2010
Label ranking by learning pairwise preferences. Zbl 1184.68403
Hüllermeier, Eyke; Fürnkranz, Johannes; Cheng, Weiwei; Brinker, Klaus
29
2008
Learning valued preference structures for solving classification problems. Zbl 1187.68394
Hüllermeier, Eyke; Brinker, Klaus
9
2008
Is an ordinal class structure useful in classifier learning? Zbl 1184.68402
Hühn, Jens C.; Hüllermeier, Eyke
6
2008
Case-based learning in a bipolar possibilistic framework. Zbl 1155.68072
Beringer, Jürgen; Hüllermeier, Eyke
2
2008
Risk assessment system of natural hazards: a new approach based on fuzzy probability. Zbl 1118.62134
Karimi, Iman; Hüllermeier, Eyke
9
2007
Case-based approximate reasonning. Zbl 1119.68197
Hüllermeier, Eyke
5
2007
Comparing probability measures using possibility theory: a notion of relative peakedness. Zbl 1122.68133
Dubois, Didier; Hüllermeier, Eyke
4
2007
Learning from ambiguously labeled examples. Zbl 1141.68567
Hüllermeier, Eyke; Beringer, Jürgen
9
2005
Learning label preferences: ranking error versus position error. Zbl 1141.68568
Hüllermeier, Eyke; Fürnkranz, Johannes
4
2005
A notion of comparative probabilistic entropy based on the possibilistic specificity ordering. Zbl 1113.68513
Dubois, Didier; Hüllermeier, Eyke
3
2005
Pairwise preference learning and ranking. Zbl 1257.68126
Fürnkranz, Johannes; Hüllermeier, Eyke
14
2003
A note on quality measures for fuzzy association rules. Zbl 1037.68748
Dubois, Didier; Hüllermeier, Eyke; Prade, Henri
12
2003
On the representation of fuzzy rules in terms of crisp rules. Zbl 1019.03035
Dubois, Didier; Hüllermeier, Eyke; Prade, Henri
9
2003
Flexibility and fuzzy case-based evaluation in querying: an illustration in an experimental setting. Zbl 1075.68580
De Calmès, Martine; Dubois, Didier; Hullermeier, Eyke; Prade, Henri; Sedes, Florence
4
2003
Possibilistic instance-based learning. Zbl 1082.68638
Hüllermeier, Eyke
2
2003
Inducing fuzzy concepts through extended version space learning. Zbl 1037.68115
Hüllermeier, Eyke
1
2003
Possibilistic induction in decision-tree learning. Zbl 1014.68520
Hüllermeier, Eyke
4
2002
Association rules for expressing gradual dependencies. Zbl 1020.68677
Hüllermeier, Eyke
3
2002
Similarity-based inference as evidential reasoning. Zbl 0970.68169
Hüllermeier, Eyke
4
2001
Implication-based fuzzy association rules. Zbl 1009.68726
Hüllermeier, Eyke
3
2001
Formalizing case based inference using fuzzy rules. Zbl 0974.68195
Hüllermeier, Eyke; Dubois, Didier; Prade, Henri
3
2001
Fuzzy association rules: Semantic issues and quality measures. Zbl 1043.68660
Hüllermeier, Eyke
2
2001
Numerical methods for fuzzy initial value problems. Zbl 1113.65311
Hüllermeier, Eyke
23
1999
An approach to modelling and simulation of uncertain dynamical systems. Zbl 1232.68131
Hüllermeier, Eyke
124
1997
all top 5

Cited by 631 Authors

18 Hullermeier, Eyke
12 Dubois, Didier
11 Destercke, Sébastien
10 Khastan, Alireza
10 Rodríguez-López, Rosana
9 Chalco-Cano, Yurilev
9 De Baets, Bernard
8 Couso, Inés
8 De Barros, Laécio Carvalho
8 Mondal, Sankar Prasad
8 Nieto Roig, Juan Jose
8 Prade, Henri M.
8 Waegeman, Willem
6 Amrahov, Sahin Emrah
6 Beliakov, Gleb
6 Chen, Minghao
6 Fürnkranz, Johannes
6 Gasilov, Nizami A.
6 Lakshmikantham, Vangipuram
6 O’Regan, Donal
6 Román-Flores, Heriberto E.
6 Xue, Xiaoping
6 Yuan, Xuehai
5 Agarwal, Ravi P.
5 Bassanezi, Rodney Carlos
5 Bustince, Humberto
5 Cheng, Weiwei
5 Fatullayev, Afet Golayoglu
5 Malinowski, Marek T.
5 Wu, Jianzhang
4 Ahmadian, Ali
4 Allahviranloo, Tofigh
4 Bede, Barnabás
4 Dembczyński, Krzysztof
4 Elouedi, Zied
4 Jiménez-Gamero, María Dolores
4 Li, Hongxing
4 Plotnikov, Andreĭ Viktorovich
4 Salahshour, Soheil
4 Sánchez, Luciano
4 Skripnik, Natalia Viktorovna
4 Wang, Yingming
4 Xu, Dong-Ling
4 Yang, Jian-Bo
3 Al-Smadi, Mohammed H.
3 Arqub, Omar Abu
3 Bahrami, Fariba
3 Benferhat, Salem
3 Chin, Kwai-Sang
3 Denœux, Thierry
3 Feng, Lihua
3 Fernández, Alberto
3 Greco, Salvatore
3 Guo, Mengshu
3 Herrera, Francisco
3 Hong, Ling
3 Huang, Nan-Jing
3 Kadziński, Miłosz
3 Kumar Roy, Tapan
3 Laurent, Anne
3 Lee, E. Stanley
3 Luo, Gaoyuan
3 Mellouli, Khaled
3 Mesiar, Radko
3 Min, Chao
3 Mizukoshi, Marina Tuyako
3 Momani, Shaher M.
3 Pedrycz, Witold
3 Read, Jesse
3 Rojas-Medar, Marko Antonio
3 Sánchez, Daniel Eduardo
3 Serrurier, Mathieu
3 Słowiński, Roman
2 Alam, Shariful
2 Alikhani, Robab
2 Barrenechea, Edurne
2 Bhaskar, Tenali Gnana
2 Viero Brandão, Adilson José
2 Brinker, Klaus
2 Busa-Fekete, Róbert
2 Cabral, V. M.
2 Cecconello, Moiseis S.
2 Clémençon, Stéphan
2 Colubi, Ana
2 Corrente, Salvatore
2 Dai, Rui
2 D’Ambrosio, Antonio
2 del Coz, Juan José
2 Delgado, Miguel Ángel
2 Fu, Yongqiang
2 Gal, Sorin Gheorghe
2 Galar, Mikel
2 Galichet, Sylvie
2 Gámez, José Antonio
2 González-Rodríguez, Gil
2 Groot, Perry
2 Hayat, Tasawar
2 Heskes, Tom M.
2 Ivaz, Karim
2 James, Simon
...and 531 more Authors
all top 5

Cited in 88 Serials

74 Fuzzy Sets and Systems
35 Information Sciences
33 Machine Learning
30 International Journal of Approximate Reasoning
15 European Journal of Operational Research
10 Pattern Recognition
10 Soft Computing
9 Artificial Intelligence
9 Nonlinear Analysis. Theory, Methods & Applications. Series A: Theory and Methods
5 International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems
4 Computers & Mathematics with Applications
4 Data Mining and Knowledge Discovery
3 Ukrainian Mathematical Journal
3 Chaos, Solitons and Fractals
3 International Journal of Intelligent Systems
3 Applied Mathematical Modelling
3 Computational Statistics and Data Analysis
3 Annals of Mathematics and Artificial Intelligence
3 Journal of Machine Learning Research (JMLR)
3 International Journal of Applied and Computational Mathematics
2 Journal of Mathematical Analysis and Applications
2 Applied Mathematics and Computation
2 Journal of Computer and System Sciences
2 Computers & Operations Research
2 Neural Computation
2 International Journal of Bifurcation and Chaos in Applied Sciences and Engineering
2 Mathematical Problems in Engineering
2 International Journal of Applied Mathematics and Computer Science
2 Discrete and Continuous Dynamical Systems. Series B
2 OR Spectrum
2 Journal of Intelligent and Fuzzy Systems
2 Fuzzy Optimization and Decision Making
2 Advances in Data Analysis and Classification. ADAC
2 Mathematical Geosciences
2 International Journal of Differential Equations
2 Journal of Theoretical Biology
1 Applicable Analysis
1 Computer Methods in Applied Mechanics and Engineering
1 International Journal of General Systems
1 International Journal of Systems Science
1 Journal of Computational Physics
1 Journal of the Franklin Institute
1 Psychometrika
1 Bulletin of Mathematical Biology
1 Journal of Mathematical Psychology
1 Journal of Optimization Theory and Applications
1 Kybernetes
1 Mathematics and Computers in Simulation
1 Opsearch
1 Theoretical Computer Science
1 Mathematical Social Sciences
1 Acta Applicandae Mathematicae
1 Physica D
1 Optimization
1 Applied Mathematics Letters
1 Mathematical and Computer Modelling
1 Annals of Operations Research
1 Computational Statistics
1 International Journal of Computer Mathematics
1 Journal of Mathematical Sciences (New York)
1 Computational and Applied Mathematics
1 Advances in Applied Clifford Algebras
1 The Journal of Artificial Intelligence Research (JAIR)
1 Complexity
1 International Transactions in Operational Research
1 Journal of Nonparametric Statistics
1 Journal of Applied Analysis
1 Journal of Inequalities and Applications
1 Journal of Biological Systems
1 RAIRO. Operations Research
1 Nonlinear Analysis. Real World Applications
1 Theory and Practice of Logic Programming
1 4OR
1 Advances in Difference Equations
1 Boundary Value Problems
1 Communications in Mathematical Analysis
1 Nonlinear Oscillations
1 Computational & Mathematical Methods in Medicine
1 Nonlinear Analysis. Hybrid Systems
1 Involve
1 Journal of Nonlinear Science and Applications
1 Algorithms
1 Science China. Information Sciences
1 Journal of Mathematics and Computer Science. JMCS
1 Arabian Journal for Science and Engineering
1 Fuzzy Information and Engineering
1 Journal of Function Spaces
1 AMM. Applied Mathematics and Mechanics. (English Edition)

Citations by Year