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Number of items: 51.

Klein, Yannik ; Rapp, Michael ; Loza Mencía, Eneldo
Kralj Novak, Petra ; Šmuc, Tomislav ; Džeroski, Sašo (eds.) (2019):
Efficient Discovery of Expressive Multi-label Rules Using Relaxed Pruning.
pp. 367-382, DS'19 - 22nd International Conference on Discovery Science, Split, Croatia, October 28.–30., 2019, ISBN 978-3-030-33778-0,
DOI: 10.1007/978-3-030-33778-0_28,
[Conference or Workshop Item]

Rapp, Michael ; Loza Mencía, Eneldo ; Fürnkranz, Johannes
Kralj Novak, Petra ; Šmuc, Tomislav ; Džeroski, Sašo (eds.) (2019):
On the Trade-Off Between Consistency and Coverage in Multi-label Rule Learning Heuristics.
pp. 96-111, DS'19 - 22nd International Conference on Discovery Science, Split, Croatia, October 28.–30., 2019, ISBN 978-3-030-33778-0,
DOI: 10.1007/978-3-030-33778-0_9,
[Conference or Workshop Item]

Loza Mencía, Eneldo ; Fürnkranz, Johannes ; Hüllermeier, Eyke ; Rapp, Michael
Escalante, Hugo Jair ; Escalera, Sergio ; Guyon, Isabelle ; Baró, Xavier ; van Gerven, Marcel ; Güclütürk, Yagmur ; Güclü, Umut (eds.) (2018):
Learning Interpretable Rules for Multi-Label Classification.
In: Explainable and Interpretable Models in Computer Vision and Machine Learning, pp. 81-113, Cham, Springer International Publishing, ISBN 978-3-319-98131-4,
DOI: 10.1007/978-3-319-98131-4_4,
[Book Section]

Zopf, Markus ; Botschen, Teresa ; Falke, Tobias ; Heinzerling, Benjamin ; Marasovic, Ana ; Mihaylov, Todor ; P. V. S., Avinesh ; Loza Mencía, Eneldo ; Fürnkranz, Johannes ; Frank, Anette (2018):
What's Important in a Text? An Extensive Evaluation of Linguistic Annotations for Summarization.
pp. 272-277, [Conference or Workshop Item]

Zopf, Markus ; Loza Mencía, Eneldo ; Fürnkranz, Johannes (2018):
Which Scores to Predict in Sentence Regression for Text Summarization?
In: Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, pp. 1782-1791,
[Conference or Workshop Item]

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

González, Camila ; Loza Mencía, Eneldo ; Fürnkranz, Johannes (2017):
Re-training Deep Neural Networks to Facilitate Boolean Concept Extraction.
In: Proceedings of the 20th International Conference on Discovery Science, pp. 127-143,
[Conference or Workshop Item]

Zopf, Markus ; Loza Mencía, Eneldo ; Fürnkranz, Johannes (2016):
Sequential Clustering and Contextual Importance Measures for Incremental Update Summarization.
In: Proceedings of the 26th International Conference on Computational Linguistics, pp. 1071-1082,
Osaka, Japan, [Conference or Workshop Item]

Zopf, Markus ; Loza Mencía, Eneldo ; Fürnkranz, Johannes (2016):
Beyond Centrality and Structural Features: Learning Information Importance for Text Summarization.
In: Proceedings of the 20th SIGNLL Conference on Computational Natural Language Learning (CoNLL 2016), pp. 84-94,
Association for Computational Linguistics, Berlin, Germany, [Conference or Workshop Item]

Nam, Jinseok ; Loza Mencía, Eneldo ; Fürnkranz, Johannes (2016):
All-in Text: Learning Document, Label, and Word Representations Jointly.
In: Proceedings of the AAAI Conference on Artificial Intelligence, pp. 1948-1954,
Thirtieth AAAI Conference on Artificial Intelligence, [Conference or Workshop Item]

Zilke, Jan Ruben ; Loza Mencía, Eneldo ; Janssen, Frederik (2016):
DeepRED - Rule Extraction from Deep Neural Networks.
In: Discovery Science 19th International Conference, DS 2016, Bari, Italy, October 19–21, 2016, Proceedings, pp. 457-473,
[Conference or Workshop Item]

Loza Mencía, Eneldo ; Janssen, Frederik (2016):
Learning rules for multi-label classification: a stacking and a separate-and-conquer approach.
In: Machine Learning, 105 (1), p. 77. DOI: 10.1007/s10994-016-5552-1,
[Article]

Loza Mencía, Eneldo ; Melo, Gerard de ; Nam, Jinseok (2016):
Medical Concept Embeddings via Labeled Background Corpora.
In: Proceedings of the Tenth International Conference on Language Resources and Evaluation, pp. 4629-4636,
[Conference or Workshop Item]

Schulz, Axel ; Loza Mencía, Eneldo ; Schmidt, Benedikt (2016):
A Rapid-Prototyping Framework for Extracting Small-Scale Incident-Related Information in Microblogs: Application of Multi-Label Classification on Tweets.
57, In: Information Systems, pp. 88-110,
[Conference or Workshop Item]

Kahn, Mohammed Arif ; Ekbal, Asif ; Loza Mencía, Eneldo (2016):
Simultaneous Feature Selection and Parameter Optimization Using Multi-objective Optimization for Sentiment Analysis.
In: Proceedings of the 12th International Conference on Natural Language Processing, pp. 285-294,
[Conference or Workshop Item]

Sappadla, Prateek Veeranna ; Nam, Jinseok ; Loza Mencía, Eneldo ; Fürnkranz, Johannes (2016):
Using Semantic Similarity for Multi-Label Zero-Shot Classification of Text Documents.
In: Proceedings of the Tenth International Conference on Language Resources and Evaluation, pp. 423-428,
[Conference or Workshop Item]

Schulz, Axel ; Loza Mencía, Eneldo ; Schmidt, Benedikt (2016):
A rapid-prototyping framework for extracting small-scale incident-related information in microblogs: Application of multi-label classification on tweets.
In: Inf. Syst., 57, p. 88. DOI: 10.1016/j.is.2015.10.010,
[Article]

Nam, Jinseok ; Loza Mencía, Eneldo ; Kim, Hyunwoo J. ; Fürnkranz, Johannes (2015):
Predicting Unseen Labels using Label Hierarchies in Large-Scale Multi-label Learning.
pp. 102-118, Springer International Publishing, Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ISSN 0302-9743, ISBN 978-3-319-23527-1,
[Conference or Workshop Item]

Brinker, Christian ; Loza Mencía, Eneldo ; Fürnkranz, Johannes (2014):
Graded Multilabel Classification by Pairwise Comparisons.
pp. 731-736, Shenzhen, China, Curran Associates, IEEE, 2014 IEEE International Conference on Data Mining (ICDM 2014), Shenzhen, China, ISSN 1550-4786, ISBN 978-1-4799-4303-6,
[Conference or Workshop Item]

Schulz, Axel ; Loza Mencía, Eneldo ; Dang, Thanh Tung ; Schmidt, Benedikt (2014):
Evaluating Multi-label Classification of Incident-related Tweets.
pp. 26-33, Proceedings, 4th Workshop on Making Sense of Microposts (#Microposts2014) at WWW: Big things come in small packages, [Conference or Workshop Item]

Brinker, Christian ; Loza Mencía, Eneldo ; Fürnkranz, Johannes (2014):
Graded Multilabel Classification by Pairwise Comparisons.
[Report]

Ristoski, Petar ; Loza Mencía, Eneldo ; Paulheim, Heiko (2014):
A Hybrid Multi-Strategy Recommender System Using Linked Open Data.
In: Communications in Computer and Information Science, 475, In: Semantic Web Evaluation Challenge, Proceedings (ESWC 2014), pp. 150-156, Springer, ISBN 978-3-319-12023-2,
[Book Section]

Nam, Jinseok ; Kim, Jungi ; Loza Mencía, Eneldo ; Gurevych, Iryna ; Fürnkranz, Johannes
Calders, Toon ; Esposito, Floriana ; Hüllermeier, Eyke ; Meo, Rosa (eds.) (2014):
Large-Scale Multi-label Text Classification - Revisiting Neural Networks.
In: Lecture Notes in Computer Science, 8725, pp. 437-452, Springer Berlin Heidelberg, Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD-14), Part 2, ISBN 978-3-662-44850-2,
[Conference or Workshop Item]

Loza Mencía, Eneldo ; Janssen, Frederik
Džeroski, Sašo ; Panov, Panče ; Kocev, Dragi ; Todorovski, Ljupčo (eds.) (2014):
Stacking Label Features for Learning Multilabel Rules.
In: Lecture Notes in Computer Science, 8777, In: Discovery Science - 17th International Conference, DS 2014, Bled, Slovenia, October 8-10, 2014, Proceedings, pp. 192-203, Springer, ISBN 978-3-319-11811-6,
[Book Section]

Loza Mencía, Eneldo (2013):
Efficient Pairwise Multilabel Classification.
Darmstadt, TU Darmstadt,
[Ph.D. Thesis]

Loza Mencía, Eneldo ; Nam, Jinseok ; Lee, Dong-Hyun
Glotin, H. ; LeCun, Y. ; Mallat, Stéphane ; Tchernichovski, Ofer ; Artières, Thierry ; Halkias, Xanadu (eds.) (2013):
Learning multi-labeled bioacoustic samples with an unsupervised feature learning approach.
pp. 184-189, Proceedings of Neural Information Scaled for Bioacoustics, from Neurons to Big Data, ISSN 979-10-90821-04-0,
[Conference or Workshop Item]

Loza Mencía, Eneldo ; Janssen, Frederik
Henrich, Andreas ; Sperker, Hans-Christian (eds.) (2013):
Towards Multilabel Rule Learning.
pp. 155-158, Bamberg, Germany, Proceedings of the German Workshop on Lernen, Wissen, Adaptivität - LWA2013, Bamberg, Germany, [Conference or Workshop Item]

Loza Mencía, Eneldo ; Holthausen, Simon ; Schulz, Axel ; Janssen, Frederik (2013):
Using Data Mining on Linked Open Data for Analyzing E-Procurement Information.
Proceedings of the first DMoLD: Data Mining on Linked Data Workshop at ECML/PKDD2013, [Conference or Workshop Item]

Duivesteijn, Wouter ; Loza Mencía, Eneldo ; Fürnkranz, Johannes ; Knobbe, Arno J.
Hollmén, Jaakko ; Klawonn, Frank ; Tucker, Allan (eds.) (2012):
Multi-label LeGo — Enhancing Multi-label Classifiers with Local Patterns.
In: Lecture Notes in Computer Science, 7619, pp. 114-125, Springer, Advances in Intelligent Data Analysis XI — Proceedings of the 11th International Symposium on Data Analysis (IDA-11), ISBN 978-3-642-34155-7,
[Conference or Workshop Item]

Loza Mencía, Eneldo (2012):
Efficient Pairwise Multilabel Classification.
Technische Universität Darmstadt, Knowledge Engineering Group,
[Ph.D. Thesis]

Duivesteijn, Wouter ; Loza Mencía, Eneldo ; Fürnkranz, Johannes ; Knobbe, Arno J. (2012):
Multi-label LeGo — Enhancing Multi-label Classifiers with Local Patterns.
[Report]

Loza Mencía, Eneldo ; Fürnkranz, Johannes
Francesconi, Enrico ; Montemagni, Simonetta ; Peters, Wim ; Tiscornia, Daniela (eds.) (2010):
Efficient Multilabel Classification Algorithms for Large-Scale Problems in the Legal Domain.
6036, In: Semantic Processing of Legal Texts -- Where the Language of Law Meets the Law of Language, pp. 192-215, Springer-Verlag, ISBN 978-3-642-12836-3,
[Book Section]

Loza Mencía, Eneldo ; Park, Sang-Hyeun ; Fürnkranz, Johannes (2010):
Efficient Voting Prediction for Pairwise Multilabel Classification.
In: Neurocomputing, 73 (7-9), pp. 1164 - 1176. ISSN 0925-2312,
[Article]

Loza Mencía, Eneldo
Atzmüller, Martin ; Benz, Dominik ; Hotho, Andreas ; Stumme, Gerd (eds.) (2010):
An Evaluation of Multilabel Classification for the Automatic Annotation of Texts.
In: Proceedings of the LWA 2010: Lernen, Wissen & Adaptivität, Workshop on Knowledge Discovery and Machine Learning (KDML 2010), pp. 121-123,
[Conference or Workshop Item]

Loza Mencía, Eneldo
Zhang, Min-Ling ; Tsoumakas, Grigorios ; Zhou, Zhi-Hua (eds.) (2010):
Multilabel Classification in Parallel Tasks.
In: Working Notes of the 2nd International Workshop on Learning from Multi-Label Data at ICML/COLT 2010, pp. 29-36,
[Conference or Workshop Item]

Loza Mencía, Eneldo ; Park, Sang-Hyeun ; Fürnkranz, Johannes (2009):
Efficient Voting Prediction for Pairwise Multilabel Classification.
In: Proceedings of the 17th European Symposium on Artificial Neural Networks (ESANN-09), pp. 117-122,
d-side publications, ISBN 2-930307-09-9,
[Conference or Workshop Item]

Loza Mencía, Eneldo ; Park, Sang-Hyeun ; Fürnkranz, Johannes
Benz, Dominik ; Janssen, Frederik (eds.) (2009):
Efficient Voting Prediction for Pairwise Multilabel Classification.
In: Proceedings of the LWA 2009: Lernen - Wissen - Adaption, Workshop Knowledge Discovery, Data Mining and Machine Learning (KDML-09), pp. 72-75,
[Conference or Workshop Item]

Tsoumakas, Grigorios ; Loza Mencía, Eneldo ; Katakis, Ioannis ; Park, Sang-Hyeun ; Fürnkranz, Johannes
Hüllermeier, Eyke ; Fürnkranz, Johannes (eds.) (2009):
On the Combination of Two Decompositive Multi-Label Classification Methods.
In: Proceedings of the ECML/PKDD-09 Workshop on Preference Learning (PL-09), pp. 114-129,
[Conference or Workshop Item]

Loza Mencía, Eneldo (2009):
Segmentation of legal documents.
In: Proceedings of the 12th International Conference on Artificial Intelligence and Law, pp. 88-97,
ACM, ISBN 978-1-60558-597-0,
[Conference or Workshop Item]

Loza Mencía, Eneldo ; Park, Sang-Hyeun ; Fürnkranz, Johannes (2008):
Advances in Efficient Pairwise Multilabel Classification.
[Report]

Loza Mencía, Eneldo ; Fürnkranz, Johannes
Daelemans, Walter ; Goethals, Bart ; Morik, Katharina (eds.) (2008):
Efficient Pairwise Multilabel Classification for Large-Scale Problems in the Legal Domain.
In: Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Disocvery in Databases (ECML-PKDD-2008), Part II, p. 50,
Springer-Verlag, [Conference or Workshop Item]

Loza Mencía, Eneldo ; Fürnkranz, Johannes
Daelemans, Walter ; Goethals, Bart ; Morik, Katharina (eds.) (2008):
Efficient Pairwise Multilabel Classification for Large-Scale Problems in the Legal Domain.
5212, In: Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Disocvery in Databases (ECML-PKDD-2008), Part II, pp. 50-65,
Springer, ISBN 978-3-540-87480-5,
[Conference or Workshop Item]

Loza Mencía, Eneldo ; Fürnkranz, Johannes
Montemagni, Simonetta ; Tiscornia, Daniela ; Francesconi, Enrico ; Peters, Wim (eds.) (2008):
An Evaluation of Efficient Multilabel Classification Algorithms for Large-Scale Problems in the Legal Domain.
In: Proceedings of the LREC 2008 Workshop on Semantic Processing of Legal Texts,
[Conference or Workshop Item]

Loza Mencía, Eneldo ; Fürnkranz, Johannes
Montemagni, Simonetta ; Tiscornia, Daniela ; Francesconi, Enrico ; Peters, Wim (eds.) (2008):
An Evaluation of Efficient Multilabel Classification Algorithms for Large-Scale Problems in the Legal Domain.
In: Proceedings of the LREC 2008 Workshop on Semantic Processing of Legal Texts, pp. 29-32,
[Conference or Workshop Item]

Fürnkranz, Johannes ; Hüllermeier, Eyke ; Loza Mencía, Eneldo ; Brinker, Klaus (2008):
Multilabel Classification via Calibrated Label Ranking.
In: Machine Learning, 73 (2), pp. 133-153. [Article]

Loza Mencía, Eneldo ; Fürnkranz, Johannes (2008):
Pairwise Learning of Multilabel Classifications with Perceptrons.
In: Proceedings of the 2008 IEEE International Joint Conference on Neural Networks (IJCNN-08), pp. 2900-2907,
ISBN 978-1-4244-1821-3,
[Conference or Workshop Item]

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 (2008):
Report on ALIS Ontology.
[Report]

Loza Mencía, Eneldo ; Fürnkranz, Johannes (2007):
An Evaluation of Efficient Multilabel Classification Algorithms for Large-Scale Problems in the Legal Domain.
In: Proceedings of the LWA 2007: Lernen -- Wissen -- Adaption, p. 126,
[Conference or Workshop Item]

Loza Mencía, Eneldo ; Fürnkranz, Johannes
Hinneburg, Alexander (ed.) (2007):
An Evaluation of Efficient Multilabel Classification Algorithms for Large-Scale Problems in the Legal Domain.
In: Proceedings of the LWA 2007: Lernen - Wissen - Adaption, pp. 126-132,
ISBN 978-3-86010-907-6,
[Conference or Workshop Item]

Loza Mencía, Eneldo ; Fürnkranz, Johannes (2007):
Pairwise Learning of Multilabel Classifications with Perceptrons.
[Report]

Loza Mencía, Eneldo (2006):
Paarweises Lernen von Multilabel-Klassifikationen mit dem Perzeptron-Algorithmus.
TU Darmstadt, [Master Thesis]

This list was generated on Sat Oct 23 06:26:50 2021 CEST.