Edit Profile (opens in new tab) Fürnkranz, Johannes Compute Distance To: Compute Author ID: furnkranz.johannes Published as: Fürnkranz, Johannes; Fürnkranz, J.; Fuernkranz, J. more...less External Links: ORCID · dblp Documents Indexed: 30 Publications since 1997, including 1 Book 6 Contributions as Editor Co-Authors: 32 Co-Authors with 31 Joint Publications 410 Co-Co-Authors all top 5 Co-Authors 5 single-authored 13 Hullermeier, Eyke 4 Loza Mencía, Eneldo 3 Park, Sang-Hyeun 2 Brinker, Klaus 2 Cheng, Weiwei 2 Flach, Peter A. 2 Gamberger, Dragan 2 Kliegr, Tomáš 2 Lavrač, Nada 2 Rapp, Michael 2 Scheffer, Tobias 2 Spiliopoulou, Myra 1 Akrour, Riad 1 Bahník, Štěpán 1 Bercovitch, J. 1 Billari, Francesco C. 1 Blockeel, Hendrik 1 Buscemi, Simona 1 Janssen, Frederik 1 Kern-Isberner, Gabriele 1 Kubat, Miroslav 1 Neumann, Gerhard 1 Nguyen, Vu-Linh 1 Paulheim, Heiko 1 Petrak, Johann 1 Plaia, Antonella 1 Prskawetz, Alexia 1 Seewald, Alexander K. 1 Thimm, Matthias 1 Trappl, Robert 1 Wever, Marcel 1 Wirth, Christian all top 5 Serials 8 Machine Learning 3 Lecture Notes in Computer Science 2 Artificial Intelligence 2 Journal of Machine Learning Research (JMLR) 1 Journal of Computer and System Sciences 1 Journal of Classification 1 Artificial Intelligence Review 1 The Journal of Artificial Intelligence Research (JAIR) 1 Data Mining and Knowledge Discovery 1 Advances in Computation: Theory and Practice Fields 35 Computer science (68-XX) 5 General and overarching topics; collections (00-XX) 3 Statistics (62-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 25 Publications have been cited 192 times in 145 Documents Cited by ▼ Year ▼ Label ranking by learning pairwise preferences. Zbl 1184.68403Hüllermeier, Eyke; Fürnkranz, Johannes; Cheng, Weiwei; Brinker, Klaus 33 2008 Round robin classification. Zbl 1033.68086Fürnkranz, Johannes 25 2002 Preference learning: An introduction. Zbl 1214.68285Fürnkranz, Johannes; Hüllermeier, Eyke 24 2010 ROC ‘n’ rule learning – towards a better understanding of covering algorithms. Zbl 1075.68071Fürnkranz, Johannes; Flach, Peter A. 20 2005 Separate-and-conquer rule learning. Zbl 0922.68030Fürnkranz, Johannes 18 1999 Pairwise preference learning and ranking. Zbl 1257.68126Fürnkranz, Johannes; Hüllermeier, Eyke 12 2003 Foundations of rule learning. Zbl 1263.68002Fürnkranz, Johannes; Gamberger, Dragan; Lavrač, Nada 10 2012 Preference learning. Zbl 1201.68006 10 2010 Preference learning and ranking by pairwise comparison. Zbl 1214.68286Fürnkranz, Johannes; Hüllermeier, Eyke 6 2010 Preference-based reinforcement learning: a formal framework and a policy iteration algorithm. Zbl 1260.68328Fürnkranz, Johannes; Hüllermeier, Eyke; Cheng, Weiwei; Park, Sang-Hyeun 5 2012 Efficient prediction algorithms for binary decomposition techniques. Zbl 1235.68180Park, Sang-Hyeun; Fürnkranz, Johannes 4 2012 Learning label preferences: ranking error versus position error. Zbl 1141.68568Hüllermeier, Eyke; Fürnkranz, Johannes 4 2005 Multilabel classification via calibrated label ranking. Zbl 1470.68108Fürnkranz, Johannes; Hüllermeier, Eyke; Loza Mencía, Eneldo; Brinker, Klaus 4 2008 Integrative windowing. Zbl 0891.68078Fuernkranz, J. 2 1998 An analysis of stopping and filtering criteria for rule learning. Zbl 1132.68545Fürnkranz, Johannes; Flach, Peter 2 2004 On predictive accuracy and risk minimization in pairwise label ranking. Zbl 1186.68369Hüllermeier, Eyke; Fürnkranz, Johannes 2 2010 An evaluation of grading classifiers. Zbl 1029.68895Seewald, Alexander K.; Fürnkranz, Johannes 2 2001 On cognitive preferences and the plausibility of rule-based models. Zbl 07224986Fürnkranz, Johannes; Kliegr, Tomáš; Paulheim, Heiko 2 2020 Machines that learn to play games. Zbl 1026.68113 1 2001 Detecting temporal change in event sequences: an application to demographic data. Zbl 1009.68703Blockeel, H.; Fürnkranz, J.; Prskawetz, A.; Billari, F. C. 1 2001 A pathology of bottom-up hill-climbing in inductive rule learning. Zbl 1024.68532Fürnkranz, Johannes 1 2002 Explicit feature construction and manipulation for covering rule learning algorithms. Zbl 1185.68542Lavrač, Nada; Fürnkranz, Johannes; Gamberger, Dragan 1 2010 On the quest for optimal rule learning heuristics. Zbl 1470.68120Janssen, Frederik; Fürnkranz, Johannes 1 2010 Machine learning: ECML 2006. 17th European conference on machine learning Berlin, Germany, September 18–22, 2006. Proceedings. Zbl 1143.68308 1 2006 A survey of preference-based reinforcement learning methods. Zbl 1435.68287Wirth, Christian; Akrour, Riad; Neumann, Gerhard; Fürnkranz, Johannes 1 2017 On cognitive preferences and the plausibility of rule-based models. Zbl 07224986Fürnkranz, Johannes; Kliegr, Tomáš; Paulheim, Heiko 2 2020 A survey of preference-based reinforcement learning methods. Zbl 1435.68287Wirth, Christian; Akrour, Riad; Neumann, Gerhard; Fürnkranz, Johannes 1 2017 Foundations of rule learning. Zbl 1263.68002Fürnkranz, Johannes; Gamberger, Dragan; Lavrač, Nada 10 2012 Preference-based reinforcement learning: a formal framework and a policy iteration algorithm. Zbl 1260.68328Fürnkranz, Johannes; Hüllermeier, Eyke; Cheng, Weiwei; Park, Sang-Hyeun 5 2012 Efficient prediction algorithms for binary decomposition techniques. Zbl 1235.68180Park, Sang-Hyeun; Fürnkranz, Johannes 4 2012 Preference learning: An introduction. Zbl 1214.68285Fürnkranz, Johannes; Hüllermeier, Eyke 24 2010 Preference learning. Zbl 1201.68006 10 2010 Preference learning and ranking by pairwise comparison. Zbl 1214.68286Fürnkranz, Johannes; Hüllermeier, Eyke 6 2010 On predictive accuracy and risk minimization in pairwise label ranking. Zbl 1186.68369Hüllermeier, Eyke; Fürnkranz, Johannes 2 2010 Explicit feature construction and manipulation for covering rule learning algorithms. Zbl 1185.68542Lavrač, Nada; Fürnkranz, Johannes; Gamberger, Dragan 1 2010 On the quest for optimal rule learning heuristics. Zbl 1470.68120Janssen, Frederik; Fürnkranz, Johannes 1 2010 Label ranking by learning pairwise preferences. Zbl 1184.68403Hüllermeier, Eyke; Fürnkranz, Johannes; Cheng, Weiwei; Brinker, Klaus 33 2008 Multilabel classification via calibrated label ranking. Zbl 1470.68108Fürnkranz, Johannes; Hüllermeier, Eyke; Loza Mencía, Eneldo; Brinker, Klaus 4 2008 Machine learning: ECML 2006. 17th European conference on machine learning Berlin, Germany, September 18–22, 2006. Proceedings. Zbl 1143.68308 1 2006 ROC ‘n’ rule learning – towards a better understanding of covering algorithms. Zbl 1075.68071Fürnkranz, Johannes; Flach, Peter A. 20 2005 Learning label preferences: ranking error versus position error. Zbl 1141.68568Hüllermeier, Eyke; Fürnkranz, Johannes 4 2005 An analysis of stopping and filtering criteria for rule learning. Zbl 1132.68545Fürnkranz, Johannes; Flach, Peter 2 2004 Pairwise preference learning and ranking. Zbl 1257.68126Fürnkranz, Johannes; Hüllermeier, Eyke 12 2003 Round robin classification. Zbl 1033.68086Fürnkranz, Johannes 25 2002 A pathology of bottom-up hill-climbing in inductive rule learning. Zbl 1024.68532Fürnkranz, Johannes 1 2002 An evaluation of grading classifiers. Zbl 1029.68895Seewald, Alexander K.; Fürnkranz, Johannes 2 2001 Machines that learn to play games. Zbl 1026.68113 1 2001 Detecting temporal change in event sequences: an application to demographic data. Zbl 1009.68703Blockeel, H.; Fürnkranz, J.; Prskawetz, A.; Billari, F. C. 1 2001 Separate-and-conquer rule learning. Zbl 0922.68030Fürnkranz, Johannes 18 1999 Integrative windowing. Zbl 0891.68078Fuernkranz, J. 2 1998 all cited Publications top 5 cited Publications all top 5 Cited by 297 Authors 14 Hullermeier, Eyke 12 Fürnkranz, Johannes 8 Waegeman, Willem 7 De Baets, Bernard 6 Destercke, Sébastien 4 Cheng, Weiwei 4 De Raedt, Luc 4 Kadziński, Miłosz 3 Bratko, Ivan 3 Brinker, Klaus 3 Fernández, Alberto 3 Greco, Salvatore 3 Herrera, Francisco 3 Kliegr, Tomáš 3 Park, Sang-Hyeun 3 Słowiński, Roman 3 Viappiani, Paolo 2 Amin, Talha 2 Barrenechea, Edurne 2 Benabbou, Nawal 2 Bustince, Humberto 2 Clémençon, Stéphan 2 Corrente, Salvatore 2 D’Ambrosio, Antonio 2 Dembczyński, Krzysztof 2 Demšar, Janez 2 Galar, Mikel 2 Groot, Perry 2 Guns, Tias 2 Heskes, Tom M. 2 Holeňa, Martin 2 Knobbe, Arno J. 2 Liu, Han 2 Loza Mencía, Eneldo 2 Moshkov, Mikhail Ju. 2 Nijssen, Siegfried 2 Osmani, Aomar 2 Pahikkala, Tapio 2 Perny, Patrice 2 Plaia, Antonella 2 Robbiano, Sylvain 2 Sikora, Marek 2 Žabkar, Jure 1 Abpeykar, Shadi 1 Aggarwal, Manish 1 Airola, Antti 1 Akrour, Riad 1 Alanazi, Eisa 1 Alizadeh, Pegah 1 Alphonse, Erick 1 Alshomrani, Saleh 1 Alsolami, Fawaz 1 Arias, Jacinto 1 Arjas, Elja 1 Azevedo, Paulo J. 1 Azmi, Mohamed 1 Bahmani, Zeinab 1 Bahník, Štěpán 1 Ball, Philip J. 1 Baloochian, Hossein 1 Bemporad, Alberto 1 Berrado, Abdelaziz 1 Bertossi, Leopoldo E. 1 Bielza, Concha 1 Birlutiu, Adriana 1 Blocher, H. 1 Boccia, Maurizio 1 Bosc, Guillaume 1 Boulesteix, Anne-Laure Isabeau 1 Boulicaut, Jean-François 1 Boullart, Luc 1 Bourgne, Gauvain 1 Bräuning, Michael 1 Bresolin, Davide 1 Brigui-Chtioui, Imène 1 Broda, Krysia B. 1 Busa-Fekete, Róbert 1 Buscemi, Simona 1 Calderón, María 1 Cao, Wenming 1 Carranza Alarcón, Yonatan Carlos 1 Caserta, Marco 1 Ceci, Michelangelo 1 Celotto, Emilio 1 Cestnik, Bojan 1 Chang, Chien-Chung 1 Charoenphakdee, Nontawat 1 Chen, Shyiming 1 Chien, Li-Jen 1 Chikalov, Igor V. 1 Chiu, Bill ‘Yuan-chi’ 1 Ciomek, Krzysztof 1 Cloete, Ian 1 Cocea, Mihaela 1 Cominato, Enrico 1 Conversano, Claudio 1 Couso, Inés 1 Crispino, Marta 1 Cui, Zhenghang 1 de Sá, Cláudio Rebelo ...and 197 more Authors all top 5 Cited in 39 Serials 34 Machine Learning 14 Artificial Intelligence 10 International Journal of Approximate Reasoning 8 Information Sciences 7 European Journal of Operational Research 7 Data Mining and Knowledge Discovery 5 Fuzzy Sets and Systems 4 Pattern Recognition 4 International Journal of Applied Mathematics and Computer Science 3 Neural Computation 3 Computational Statistics and Data Analysis 3 Journal of Machine Learning Research (JMLR) 2 Journal of Classification 2 New Generation Computing 2 Annals of Operations Research 2 Computational Statistics 2 Optimization Methods & Software 2 Theory and Practice of Logic Programming 2 Advances in Data Analysis and Classification. ADAC 1 Discrete Applied Mathematics 1 Psychometrika 1 Applied Mathematics and Computation 1 Journal of Computer and System Sciences 1 Journal of Mathematical Psychology 1 AI Communications 1 JETAI. Journal of Experimental & Theoretical Artificial Intelligence 1 Automation and Remote Control 1 Advances in Applied Clifford Algebras 1 The Journal of Artificial Intelligence Research (JAIR) 1 Annals of Mathematics and Artificial Intelligence 1 INFORMS Journal on Computing 1 Journal of Nonparametric Statistics 1 Soft Computing 1 OR Spectrum 1 4OR 1 Journal of Applied Logic 1 The Annals of Applied Statistics 1 Involve 1 SIAM Journal on Financial Mathematics all top 5 Cited in 14 Fields 109 Computer science (68-XX) 43 Statistics (62-XX) 25 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 11 Operations research, mathematical programming (90-XX) 5 Numerical analysis (65-XX) 4 Biology and other natural sciences (92-XX) 3 Systems theory; control (93-XX) 2 Mathematical logic and foundations (03-XX) 2 Probability theory and stochastic processes (60-XX) 2 Information and communication theory, circuits (94-XX) 1 General and overarching topics; collections (00-XX) 1 Combinatorics (05-XX) 1 Linear and multilinear algebra; matrix theory (15-XX) 1 Measure and integration (28-XX) Citations by Year