Lucas Drumond

Michael Pfeiffer

CoRR, 2020

2018

Learning to Forecast Pedestrian Intention from Pose Dynamics.

[BibT_eX]

[DOI]

Omair Ghori

Radek Mackowiak

Miguel Ángel Bautista

Proceedings of the 2018 IEEE Intelligent Vehicles Symposium, 2018

2017

Personalized Deep Learning for Tag Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2017

2016

Multi-Relational Learning at Scale with ADMM.

[BibT_eX]

[DOI]

Ernesto Diaz-Aviles

CoRR, 2016

Matrix Factorization for Near Real-time Geolocation Prediction in Twitter Stream.

[BibT_eX]

[DOI]

Proceedings of the Conference "Lernen, 2016

Learning Thesaurus Relations from Distributional Features.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

Integrating Distributional and Lexical Information for Semantic Classification of Words using MRMF.

[BibT_eX]

[DOI]

Proceedings of the COLING 2016, 2016

2015

Hyperparameter Optimization with Factorized Multilayer Perceptrons.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2015

Geo_ML @ MediaEval Placing Task 2015.

[BibT_eX]

[DOI]

Proceedings of the Working Notes Proceedings of the MediaEval 2015 Workshop, 2015

Joint Model Choice and Hyperparameter Optimization with Factorized Multilayer Perceptrons.

[BibT_eX]

[DOI]

Proceedings of the 27th IEEE International Conference on Tools with Artificial Intelligence, 2015

2014

Factorization models for multi-relational data.

[BibT_eX]

[DOI]

PhD thesis, 2014

Collective Matrix Factorization of Predictors, Neighborhood and Targets for Semi-supervised Classification.

[BibT_eX]

[DOI]

Artus Krohn-Grimberghe

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2014

Optimizing Multi-Relational Factorization Models for Multiple Target Relations.

[BibT_eX]

[DOI]

Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

2013

Towards real-time collaborative filtering for big fast data.

[BibT_eX]

[DOI]

Proceedings of the 22nd International World Wide Web Conference, 2013

Supervised Dimensionality Reduction via Nonlinear Target Estimation.

[BibT_eX]

[DOI]

Josif Grabocka

Proceedings of the Data Warehousing and Knowledge Discovery, 2013

2012

Personalized Ranking for Non-Uniformly Sampled Items.

[BibT_eX]

[DOI]

Zeno Gantner

Proceedings of KDD Cup 2011 competition, San Diego, CA, USA, 2011, 2012

Multi-relational matrix factorization using bayesian personalized ranking for social network data.

[BibT_eX]

[DOI]

Artus Krohn-Grimberghe

Proceedings of the Fifth International Conference on Web Search and Web Data Mining, 2012

Using factorization machines for student modeling.

[BibT_eX]

[DOI]

Proceedings of the Workshop and Poster Proceedings of the 20th Conference on User Modeling, 2012

Factorization techniques for student performance classification and ranking.

[BibT_eX]

[DOI]

Proceedings of the Workshop and Poster Proceedings of the 20th Conference on User Modeling, 2012

Predicting RDF triples in incomplete knowledge bases with tensor factorization.

[BibT_eX]

[DOI]

Steffen Rendle

Proceedings of the ACM Symposium on Applied Computing, 2012

Real-time top-n recommendation in social streams.

[BibT_eX]

[DOI]

Proceedings of the Sixth ACM Conference on Recommender Systems, 2012

What is happening right now ... that interests me?: online topic discovery and recommendation in twitter.

[BibT_eX]

[DOI]

Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

2011

Scalable Event-Based Clustering of Social Media Via Record Linkage Techniques.

[BibT_eX]

[DOI]

Proceedings of the Fifth International Conference on Weblogs and Social Media, 2011

Matrix and Tensor Factorization for Predicting Student Performance.

[BibT_eX]

Nguyen Thai-Nghe

Tomás Horváth

Alexandros Nanopoulos

Proceedings of the CSEDU 2011, 2011

2010

Recommender system for predicting student performance.

[BibT_eX]

[DOI]

Nguyen Thai-Nghe

Artus Krohn-Grimberghe

Proceedings of the 1st Workshop on Recommender Systems for Technology Enhanced Learning, 2010

Extracting ontology concept hierarchies from text using Markov logic.

[BibT_eX]

[DOI]

Proceedings of the 2010 ACM Symposium on Applied Computing (SAC), 2010

Learning Attribute-to-Feature Mappings for Cold-Start Recommendations.

[BibT_eX]

[DOI]

Zeno Gantner

Steffen Rendle

Proceedings of the ICDM 2010, 2010

2009

A Knowledge-based Retrieval Model.

[BibT_eX]

Fabio Silva

Fabio Augusto de Santana Silva

Proceedings of the 21st International Conference on Software Engineering & Knowledge Engineering (SEKE'2009), 2009

An Information Retrieval Model for the Semantic Web.

[BibT_eX]

[DOI]

Maria del Rosario Girardi

Proceedings of the Sixth International Conference on Information Technology: New Generations, 2009

Implementation Issues of the Infonorma Multi-agent Recommender System.

[BibT_eX]

Proceedings of the ICEIS 2009, 2009

2008

A multi-agent legal recommender system.

[BibT_eX]

[DOI]

Artif. Intell. Law, 2008

A Survey of Ontology Learning Procedures.

[BibT_eX]

[DOI]

Proceedings of the 3rd Workshop on Ontologies and their Applications, 2008

A Similarity Analysis Model for Semantic Web Information Filtering Applications.

[BibT_eX]

Fabio Silva

Proceedings of the Twentieth International Conference on Software Engineering & Knowledge Engineering (SEKE'2008), 2008

A Case Study on Domain Analysis of Semantic Web Multi-Agent Recommender Systems.

[BibT_eX]

Proceedings of the ICSOFT 2008, 2008

2007

A Case Study on the Application of the MAAEM Methodology for the Specification Modeling of Recommender Systems in the Legal Domain.

[BibT_eX]

Adriana Leite

Proceedings of the ICEIS 2007, 2007

Architectural design of a multi-agent recommender system for the legal domain.

[BibT_eX]

[DOI]