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Anzahl der Einträge: 48.

Zopf, Markus ; Botschen, Teresa ; Falke, Tobias ; Heinzerling, Benjamin ; Marasovic, Ana ; Mihaylov, Todor ; P.V.S., Avinesh ; Loza Mencía, Eneldo ; Fürnkranz, Johannes ; Frank, Anette :
What's Important in a Text? An Extensive Evaluation of Linguistic Annotations for Summarization.
[Online-Edition: https://ieeexplore.ieee.org/document/8554853]
In: Fifth International Conference on Social Networks Analysis, Management and Security (SNAMS)
[ Konferenzveröffentlichung] , (2018)

Zopf, Markus ; Loza Mencía, Eneldo ; Fürnkranz, Johannes :
Which Scores to Predict in Sentence Regression for Text Summarization?
[Online-Edition: http://aclweb.org/anthology/N18-1161]
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
[ Konferenzveröffentlichung] , (2018)

Nam, Jinseok ; Loza Mencía, Eneldo ; Kim, Hyunwoo ; Fürnkranz, Johannes :
Maximizing Subset Accuracy with Recurrent Neural Networks in Multi-label Classification.
Advances in Neural Information Processing Systems 31
[ Konferenzveröffentlichung] , (2017)

González, Camila ; Loza Mencía, Eneldo ; Fürnkranz, Johannes :
Re-training Deep Neural Networks to Facilitate Boolean Concept Extraction.
Proceedings of the 20th International Conference on Discovery Science
[ Konferenzveröffentlichung] , (2017)

Zopf, Markus ; Loza Mencía, Eneldo ; Fürnkranz, Johannes :
Sequential Clustering and Contextual Importance Measures for Incremental Update Summarization.
[Online-Edition: http://www.aclweb.org/anthology/C16-1102]
Proceedings of the 26th International Conference on Computational Linguistics
[ Konferenzveröffentlichung] , (2016)

Zopf, Markus ; Loza Mencía, Eneldo ; Fürnkranz, Johannes :
Beyond Centrality and Structural Features: Learning Information Importance for Text Summarization.
[Online-Edition: http://www.aclweb.org/anthology/K16-1009]
Proceedings of the 20th SIGNLL Conference on Computational Natural Language Learning (CoNLL 2016) Association for Computational Linguistics
[ Konferenzveröffentlichung] , (2016)

Nam, Jinseok ; Loza Mencía, Eneldo ; Fürnkranz, Johannes :
All-in Text: Learning Document, Label, and Word Representations Jointly.
[Online-Edition: https://www.aaai.org/ocs/index.php/AAAI/AAAI16/paper/view/12...]
In: Thirtieth AAAI Conference on Artificial Intelligence. Proceedings of the AAAI Conference on Artificial Intelligence
[ Konferenzveröffentlichung] , (2016)

Zilke, Jan Ruben ; Loza Mencía, Eneldo ; Janssen, Frederik :
DeepRED - Rule Extraction from Deep Neural Networks.
Discovery Science 19th International Conference, DS 2016, Bari, Italy, October 19–21, 2016, Proceedings
[ Konferenzveröffentlichung] , (2016)

Loza Mencía, Eneldo ; Janssen, Frederik :
Learning rules for multi-label classification: a stacking and a separate-and-conquer approach.
In: Machine Learning, 105 (1) S. 77.
[Artikel] , (2016)

Loza Mencía, Eneldo ; de Melo, Gerard ; Nam, Jinseok :
Medical Concept Embeddings via Labeled Background Corpora.
Proceedings of the Tenth International Conference on Language Resources and Evaluation
[ Konferenzveröffentlichung] , (2016)

Schulz, Axel ; Loza Mencía, Eneldo ; Schmidt, Benedikt :
A Rapid-Prototyping Framework for Extracting Small-Scale Incident-Related Information in Microblogs: Application of Multi-Label Classification on Tweets.
Information Systems
[ Konferenzveröffentlichung] , (2016)

Kahn, Mohammed Arif ; Ekbal, Asif ; Loza Mencía, Eneldo :
Simultaneous Feature Selection and Parameter Optimization Using Multi-objective Optimization for Sentiment Analysis.
Proceedings of the 12th International Conference on Natural Language Processing
[ Konferenzveröffentlichung] , (2016)

Sappadla, Prateek Veeranna ; Nam, Jinseok ; Loza Mencía, Eneldo ; Fürnkranz, Johannes :
Using Semantic Similarity for Multi-Label Zero-Shot Classification of Text Documents.
Proceedings of the Tenth International Conference on Language Resources and Evaluation
[ Konferenzveröffentlichung] , (2016)

Schulz, Axel ; Loza Mencía, Eneldo ; Schmidt, Benedikt :
A rapid-prototyping framework for extracting small-scale incident-related information in microblogs: Application of multi-label classification on tweets.
In: Inf. Syst., 57 S. 88.
[Artikel] , (2016)

Nam, Jinseok ; Loza Mencía, Eneldo ; Kim, Hyunwoo J. ; Fürnkranz, Johannes :
Predicting Unseen Labels using Label Hierarchies in Large-Scale Multi-label Learning.
[Online-Edition: http://www.ke.tu-darmstadt.de/publications/papers/ECML2015Na...]
In: Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases. Springer International Publishing
[ Konferenzveröffentlichung] , (2015)

Brinker, Christian ; Loza Mencía, Eneldo ; Fürnkranz, Johannes :
Graded Multilabel Classification by Pairwise Comparisons.
[Online-Edition: http://www.ke.tu-darmstadt.de/publications/papers/ICDM14grad...]
In: 2014 IEEE International Conference on Data Mining (ICDM 2014), Shenzhen, China. Curran Associates, IEEE , Shenzhen, China
[ Konferenzveröffentlichung] , (2014)

Schulz, Axel ; Loza Mencía, Eneldo ; Dang, Thanh Tung ; Schmidt, Benedikt :
Evaluating Multi-label Classification of Incident-related Tweets.
[Online-Edition: http://ceur-ws.org/Vol-1141/paper_01.pdf]
In: Proceedings, 4th Workshop on Making Sense of Microposts (#Microposts2014) at WWW: Big things come in small packages.
[ Konferenzveröffentlichung] , (2014)

Brinker, Christian ; Loza Mencía, Eneldo ; Fürnkranz, Johannes :
Graded Multilabel Classification by Pairwise Comparisons.
[Online-Edition: http://www.ke.tu-darmstadt.de/publications/reports/tud-ke-20...]
2014 IEEE International Conference on Data Mining (ICDM 2014)
[Report] , (2014)

Ristoski, Petar ; Loza Mencía, Eneldo ; Paulheim, Heiko :
A Hybrid Multi-Strategy Recommender System Using Linked Open Data.
[Online-Edition: http://2014.eswc-conferences.org/sites/default/files/eswc201...]
In: Semantic Web Evaluation Challenge, Proceedings (ESWC 2014). Communications in Computer and Information Science, 475. Springer , S. 150-156. ISBN 978-3-319-12023-2
[Buchkapitel] , (2014)

Nam, Jinseok ; Kim, Jungi ; Loza Mencía, Eneldo ; Gurevych, Iryna ; Fürnkranz, Johannes
Calders, Toon ; Esposito, Floriana ; Hüllermeier, Eyke ; Meo, Rosa (eds.) :

Large-Scale Multi-label Text Classification - Revisiting Neural Networks.
[Online-Edition: http://www.ke.tu-darmstadt.de/publications/papers/NN_MLC_ecm...]
In: Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD-14), Part 2. In: Lecture Notes in Computer Science , 8725 . Springer Berlin Heidelberg
[ Konferenzveröffentlichung] , (2014)

Loza Mencía, Eneldo ; Janssen, Frederik
Džeroski, Sašo ; Panov, Panče ; Kocev, Dragi ; Todorovski, Ljupčo (eds.) :

Stacking Label Features for Learning Multilabel Rules.
[Online-Edition: http://www.ke.tu-darmstadt.de/publications/papers/ds14stacki...]
In: Discovery Science - 17th International Conference, DS 2014, Bled, Slovenia, October 8-10, 2014, Proceedings. Lecture Notes in Computer Science, 8777. Springer , S. 192-203. ISBN 978-3-319-11811-6
[Buchkapitel] , (2014)

Loza Mencía, Eneldo :
Efficient Pairwise Multilabel Classification.
[Online-Edition: http://tuprints.ulb.tu-darmstadt.de/3226]
TU Darmstadt , Darmstadt
[Dissertation], (2012)

Loza Mencía, Eneldo ; Nam, Jinseok ; Lee, Dong-Hyun
Glotin, H. ; LeCun, Y. ; Mallat, Stéphane ; Tchernichovski, Ofer ; Artières, Thierry ; Halkias, Xanadu (eds.) :

Learning multi-labeled bioacoustic samples with an unsupervised feature learning approach.
[Online-Edition: http://www.ke.tu-darmstadt.de/publications/papers/lozanam201...]
In: Proceedings of Neural Information Scaled for Bioacoustics, from Neurons to Big Data.
[ Konferenzveröffentlichung] , (2013)

Loza Mencía, Eneldo ; Janssen, Frederik
Henrich, Andreas ; Sperker, Hans-Christian (eds.) :

Towards Multilabel Rule Learning.
[Online-Edition: http://www.minf.uni-bamberg.de/lwa2013/proceedings/proceedin...]
In: Proceedings of the German Workshop on Lernen, Wissen, Adaptivität - LWA2013, Bamberg, Germany. Bamberg, Germany
[ Konferenzveröffentlichung] , (2013)

Loza Mencía, Eneldo ; Holthausen, Simon ; Schulz, Axel ; Janssen, Frederik :
Using Data Mining on Linked Open Data for Analyzing E-Procurement Information.
[Online-Edition: http://ceur-ws.org/Vol-1082/paper4.pdf]
In: Proceedings of the first DMoLD: Data Mining on Linked Data Workshop at ECML/PKDD2013.
[ Konferenzveröffentlichung] , (2013)

Duivesteijn, Wouter ; Loza Mencía, Eneldo ; Fürnkranz, Johannes ; Knobbe, Arno J.
Hollmén, Jaakko ; Klawonn, Frank ; Tucker, Allan (eds.) :

Multi-label LeGo — Enhancing Multi-label Classifiers with Local Patterns.
[Online-Edition: http://www.ke.tu-darmstadt.de/publications/papers/IDA-12.pdf]
In: Advances in Intelligent Data Analysis XI — Proceedings of the 11th International Symposium on Data Analysis (IDA-11). In: Lecture Notes in Computer Science , 7619 . Springer
[ Konferenzveröffentlichung] , (2012)

Loza Mencía, Eneldo :
Efficient Pairwise Multilabel Classification.
[Online-Edition: http://tuprints.ulb.tu-darmstadt.de/3226/7/loza12diss.pdf]
Technische Universität Darmstadt, Knowledge Engineering Group
[Dissertation]

Duivesteijn, Wouter ; Loza Mencía, Eneldo ; Fürnkranz, Johannes ; Knobbe, Arno J. :
Multi-label LeGo — Enhancing Multi-label Classifiers with Local Patterns.
[Online-Edition: http://www.ke.tu-darmstadt.de/publications/reports/tud-ke-20...]

[Report] , (2012)

Loza Mencía, Eneldo ; Fürnkranz, Johannes
Francesconi, Enrico ; Montemagni, Simonetta ; Peters, Wim ; Tiscornia, Daniela (eds.) :

Efficient Multilabel Classification Algorithms for Large-Scale Problems in the Legal Domain.
[Online-Edition: http://www.ke.tu-darmstadt.de/publications/papers/loza10eurl...]
In: Semantic Processing of Legal Texts -- Where the Language of Law Meets the Law of Language. Springer-Verlag , S. 192-215. ISBN 978-3-642-12836-3
[Buchkapitel] , (2010)

Loza Mencía, Eneldo ; Park, Sang-Hyeun ; Fürnkranz, Johannes :
Efficient Voting Prediction for Pairwise Multilabel Classification.
[Online-Edition: http://www.ke.tu-darmstadt.de/publications/papers/neucom10.p...]
In: Neurocomputing, 73 (7-9) 1164 - 1176. ISSN 0925-2312
[Artikel] , (2010)

Loza Mencía, Eneldo
Atzmüller, Martin ; Benz, Dominik ; Hotho, Andreas ; Stumme, Gerd (eds.) :

An Evaluation of Multilabel Classification for the Automatic Annotation of Texts.
[Online-Edition: http://www.kde.cs.uni-kassel.de/conf/lwa10/papers/kdml11.pdf]
Proceedings of the LWA 2010: Lernen, Wissen & Adaptivität, Workshop on Knowledge Discovery and Machine Learning (KDML 2010)
[ Konferenzveröffentlichung] , (2010)

Loza Mencía, Eneldo
Zhang, Min-Ling ; Tsoumakas, Grigorios ; Zhou, Zhi-Hua (eds.) :

Multilabel Classification in Parallel Tasks.
[Online-Edition: http://www.ke.tu-darmstadt.de/publications/papers/loza10mlpt...]
Working Notes of the 2nd International Workshop on Learning from Multi-Label Data at ICML/COLT 2010
[ Konferenzveröffentlichung] , (2010)

Loza Mencía, Eneldo ; Park, Sang-Hyeun ; Fürnkranz, Johannes :
Efficient Voting Prediction for Pairwise Multilabel Classification.
[Online-Edition: http://www.dice.ucl.ac.be/Proceedings/esann/esannpdf/es2009-...]
Proceedings of the 17th European Symposium on Artificial Neural Networks (ESANN-09) d-side publications
[ Konferenzveröffentlichung] , (2009)

Loza Mencía, Eneldo ; Park, Sang-Hyeun ; Fürnkranz, Johannes
Benz, Dominik ; Janssen, Frederik (eds.) :

Efficient Voting Prediction for Pairwise Multilabel Classification.
[Online-Edition: http://www.ke.tu-darmstadt.de/publications/papers/KDML09.pdf]
Proceedings of the LWA 2009: Lernen - Wissen - Adaption, Workshop Knowledge Discovery, Data Mining and Machine Learning (KDML-09)
[ Konferenzveröffentlichung] , (2009)

Tsoumakas, Grigorios ; Loza Mencía, Eneldo ; Katakis, Ioannis ; Park, Sang-Hyeun ; Fürnkranz, Johannes
Hüllermeier, Eyke ; Fürnkranz, Johannes (eds.) :

On the Combination of Two Decompositive Multi-Label Classification Methods.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/events/PL-09/09-Tso...]
Proceedings of the ECML/PKDD-09 Workshop on Preference Learning (PL-09)
[ Konferenzveröffentlichung] , (2009)

Loza Mencía, Eneldo :
Segmentation of legal documents.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/publications/papers...]
Proceedings of the 12th International Conference on Artificial Intelligence and Law ACM
[ Konferenzveröffentlichung] , (2009)

Loza Mencía, Eneldo ; Park, Sang-Hyeun ; Fürnkranz, Johannes :
Advances in Efficient Pairwise Multilabel Classification.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/publications/report...]

[Report] , (2008)

Loza Mencía, Eneldo ; Fürnkranz, Johannes
Daelemans, Walter ; Goethals, Bart ; Morik, Katharina (eds.) :

Efficient Pairwise Multilabel Classification for Large-Scale Problems in the Legal Domain.
Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Disocvery in Databases (ECML-PKDD-2008), Part II Springer-Verlag
[ Konferenzveröffentlichung] , (2008)

Loza Mencía, Eneldo ; Fürnkranz, Johannes
Daelemans, Walter ; Goethals, Bart ; Morik, Katharina (eds.) :

Efficient Pairwise Multilabel Classification for Large-Scale Problems in the Legal Domain.
[Online-Edition: http://www.ke.tu-darmstadt.de/publications/papers/ECML08.pdf]
Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Disocvery in Databases (ECML-PKDD-2008), Part II Springer
[ Konferenzveröffentlichung] , (2008)

Loza Mencía, Eneldo ; Fürnkranz, Johannes
Montemagni, Simonetta ; Tiscornia, Daniela ; Francesconi, Enrico ; Peters, Wim (eds.) :

An Evaluation of Efficient Multilabel Classification Algorithms for Large-Scale Problems in the Legal Domain.
Proceedings of the LREC 2008 Workshop on Semantic Processing of Legal Texts
[ Konferenzveröffentlichung] , (2008)

Loza Mencía, Eneldo ; Fürnkranz, Johannes
Montemagni, Simonetta ; Tiscornia, Daniela ; Francesconi, Enrico ; Peters, Wim (eds.) :

An Evaluation of Efficient Multilabel Classification Algorithms for Large-Scale Problems in the Legal Domain.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/publications/papers...]
Proceedings of the LREC 2008 Workshop on Semantic Processing of Legal Texts
[ Konferenzveröffentlichung] , (2008)

Fürnkranz, Johannes ; Hüllermeier, Eyke ; Loza Mencía, Eneldo ; Brinker, Klaus :
Multilabel Classification via Calibrated Label Ranking.
[Online-Edition: http://www.ke.tu-darmstadt.de/publications/papers/MLJ08.pdf]
In: Machine Learning, 73 (2) S. 133-153.
[Artikel] , (2008)

Loza Mencía, Eneldo ; Fürnkranz, Johannes :
Pairwise Learning of Multilabel Classifications with Perceptrons.
Proceedings of the 2008 IEEE International Joint Conference on Neural Networks (IJCNN-08)
[ Konferenzveröffentlichung] , (2008)

Fürnkranz, Johannes ; Loza Mencía, Eneldo ; Paulheim, Heiko ; Bestougeff, Hélène ; Laukyte, Migle ; Rubino, Rossella ; Contissa, Giuseppe ; Kamara, Lloyd ; Mezaour, Amar-Djalil ; Ramirez, Daniel ; Riveret, Régis ; Rudnianski, Michel :
Report on ALIS Ontology.

[Report] , (2008)

Loza Mencía, Eneldo ; Fürnkranz, Johannes :
An Evaluation of Efficient Multilabel Classification Algorithms for Large-Scale Problems in the Legal Domain.
Proceedings of the LWA 2007: Lernen -- Wissen -- Adaption
[ Konferenzveröffentlichung] , (2007)

Loza Mencía, Eneldo ; Fürnkranz, Johannes
Hinneburg, Alexander (ed.) :

An Evaluation of Efficient Multilabel Classification Algorithms for Large-Scale Problems in the Legal Domain.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/publications/papers...]
Proceedings of the LWA 2007: Lernen - Wissen - Adaption
[ Konferenzveröffentlichung] , (2007)

Loza Mencía, Eneldo ; Fürnkranz, Johannes :
Pairwise Learning of Multilabel Classifications with Perceptrons.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/publications/report...]

[Report] , (2007)

Loza Mencía, Eneldo :
Paarweises Lernen von Multilabel-Klassifikationen mit dem Perzeptron-Algorithmus.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/lehre/arbeiten/dipl...]
TU Darmstadt
[Masterarbeit] , (2006)

Diese Liste wurde am Tue Feb 19 03:05:28 2019 CET generiert.