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Fürnkranz, Johannes

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Author ID: furnkranz.johannes Recent zbMATH articles by "Fürnkranz, Johannes"
Published as: Fürnkranz, Johannes; Fürnkranz, J.; Fuernkranz, J.
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Publications by Year

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 1184.68403
Hüllermeier, Eyke; Fürnkranz, Johannes; Cheng, Weiwei; Brinker, Klaus
33
2008
Round robin classification. Zbl 1033.68086
Fürnkranz, Johannes
25
2002
Preference learning: An introduction. Zbl 1214.68285
Fürnkranz, Johannes; Hüllermeier, Eyke
24
2010
ROC ‘n’ rule learning – towards a better understanding of covering algorithms. Zbl 1075.68071
Fürnkranz, Johannes; Flach, Peter A.
20
2005
Separate-and-conquer rule learning. Zbl 0922.68030
Fürnkranz, Johannes
18
1999
Pairwise preference learning and ranking. Zbl 1257.68126
Fürnkranz, Johannes; Hüllermeier, Eyke
12
2003
Foundations of rule learning. Zbl 1263.68002
Fürnkranz, Johannes; Gamberger, Dragan; Lavrač, Nada
10
2012
Preference learning. Zbl 1201.68006
10
2010
Preference learning and ranking by pairwise comparison. Zbl 1214.68286
Fürnkranz, Johannes; Hüllermeier, Eyke
6
2010
Preference-based reinforcement learning: a formal framework and a policy iteration algorithm. Zbl 1260.68328
Fürnkranz, Johannes; Hüllermeier, Eyke; Cheng, Weiwei; Park, Sang-Hyeun
5
2012
Efficient prediction algorithms for binary decomposition techniques. Zbl 1235.68180
Park, Sang-Hyeun; Fürnkranz, Johannes
4
2012
Learning label preferences: ranking error versus position error. Zbl 1141.68568
Hüllermeier, Eyke; Fürnkranz, Johannes
4
2005
Multilabel classification via calibrated label ranking. Zbl 1470.68108
Fürnkranz, Johannes; Hüllermeier, Eyke; Loza Mencía, Eneldo; Brinker, Klaus
4
2008
Integrative windowing. Zbl 0891.68078
Fuernkranz, J.
2
1998
An analysis of stopping and filtering criteria for rule learning. Zbl 1132.68545
Fürnkranz, Johannes; Flach, Peter
2
2004
On predictive accuracy and risk minimization in pairwise label ranking. Zbl 1186.68369
Hüllermeier, Eyke; Fürnkranz, Johannes
2
2010
An evaluation of grading classifiers. Zbl 1029.68895
Seewald, Alexander K.; Fürnkranz, Johannes
2
2001
On cognitive preferences and the plausibility of rule-based models. Zbl 07224986
Fürnkranz, 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 1009.68703
Blockeel, H.; Fürnkranz, J.; Prskawetz, A.; Billari, F. C.
1
2001
A pathology of bottom-up hill-climbing in inductive rule learning. Zbl 1024.68532
Fürnkranz, Johannes
1
2002
Explicit feature construction and manipulation for covering rule learning algorithms. Zbl 1185.68542
Lavrač, Nada; Fürnkranz, Johannes; Gamberger, Dragan
1
2010
On the quest for optimal rule learning heuristics. Zbl 1470.68120
Janssen, 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 1435.68287
Wirth, Christian; Akrour, Riad; Neumann, Gerhard; Fürnkranz, Johannes
1
2017
On cognitive preferences and the plausibility of rule-based models. Zbl 07224986
Fürnkranz, Johannes; Kliegr, Tomáš; Paulheim, Heiko
2
2020
A survey of preference-based reinforcement learning methods. Zbl 1435.68287
Wirth, Christian; Akrour, Riad; Neumann, Gerhard; Fürnkranz, Johannes
1
2017
Foundations of rule learning. Zbl 1263.68002
Fürnkranz, Johannes; Gamberger, Dragan; Lavrač, Nada
10
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
5
2012
Efficient prediction algorithms for binary decomposition techniques. Zbl 1235.68180
Park, Sang-Hyeun; Fürnkranz, Johannes
4
2012
Preference learning: An introduction. Zbl 1214.68285
Fürnkranz, Johannes; Hüllermeier, Eyke
24
2010
Preference learning. Zbl 1201.68006
10
2010
Preference learning and ranking by pairwise comparison. Zbl 1214.68286
Fürnkranz, Johannes; Hüllermeier, Eyke
6
2010
On predictive accuracy and risk minimization in pairwise label ranking. Zbl 1186.68369
Hüllermeier, Eyke; Fürnkranz, Johannes
2
2010
Explicit feature construction and manipulation for covering rule learning algorithms. Zbl 1185.68542
Lavrač, Nada; Fürnkranz, Johannes; Gamberger, Dragan
1
2010
On the quest for optimal rule learning heuristics. Zbl 1470.68120
Janssen, Frederik; Fürnkranz, Johannes
1
2010
Label ranking by learning pairwise preferences. Zbl 1184.68403
Hüllermeier, Eyke; Fürnkranz, Johannes; Cheng, Weiwei; Brinker, Klaus
33
2008
Multilabel classification via calibrated label ranking. Zbl 1470.68108
Fürnkranz, 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 1075.68071
Fürnkranz, Johannes; Flach, Peter A.
20
2005
Learning label preferences: ranking error versus position error. Zbl 1141.68568
Hüllermeier, Eyke; Fürnkranz, Johannes
4
2005
An analysis of stopping and filtering criteria for rule learning. Zbl 1132.68545
Fürnkranz, Johannes; Flach, Peter
2
2004
Pairwise preference learning and ranking. Zbl 1257.68126
Fürnkranz, Johannes; Hüllermeier, Eyke
12
2003
Round robin classification. Zbl 1033.68086
Fürnkranz, Johannes
25
2002
A pathology of bottom-up hill-climbing in inductive rule learning. Zbl 1024.68532
Fürnkranz, Johannes
1
2002
An evaluation of grading classifiers. Zbl 1029.68895
Seewald, 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 1009.68703
Blockeel, H.; Fürnkranz, J.; Prskawetz, A.; Billari, F. C.
1
2001
Separate-and-conquer rule learning. Zbl 0922.68030
Fürnkranz, Johannes
18
1999
Integrative windowing. Zbl 0891.68078
Fuernkranz, J.
2
1998
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

Citations by Year