Publicaciones en Revistas Indexadas

• SPATIAL CONCEPT LEARNING AND INFERENCE ON GEOSPATIAL POLYGON DATA
  Patrick Westphal, Tobias Grubenmann, Diego Collarana, Simon Bin, Lorenz Bühmann, Jens Lehmann (2022)
  Knowledge-Based Systems, Volume 241

• INDIVIDUAL HOMOGENIZATION IN LARGE-SCALE SYSTEMS: ON THE POLITICS OF COMPUTER AND SOCIAL ARQUITECTURES (2020)
  Jens Bürger and Andres Laguna
  NATURE: Palgrave Communications

• ​APRENDIZAJE DE DICCIONARIOS TEMPORALES PARA LA DESCOMPOSICIÓN DE SERIES DE TIEMPOS
  Jens Bürger y Jorge Calvimontes
  Investigacion & Desarrollo, Vol. 19, No. 1, p. 105-112, 2019

• DETERMINISTIC POPULATION GROWTH MODELS AND CONSERVATION TRANSLOCATION AS A MANAGEMENT STRATEGY FOR THE CRITICALLY ENDANGERED BLUE-THROATED MACAW (ARA GLAUCOGULARIS): A CRITIQUE OF MAESTRI et al.
  Herzog, S. K., Bürger, J., Troncoso, A. J., Vargas, R. R., Boorsma, T., & Soria-Auza, R. W. (2018).
  Ecological Modelling

• RESILIENT SUPPLY CHAINS: MORE DATA OR BETTER MODELS
  Jens Bürger (2018)
  Presentado a Computers & Industrial Engineering.

Publicaciones en Conferencias

• COMBINING KNOWLEDGE GRAPHS AND LANGUAGE MODELS TO ANSWER QUESTIONS OVER TABLES (2022)
  Judith Knoblach, Nikhil Acharya, Bhavya Koranemkattil, Andreas Both, Diego Collarana 
  18th International Conference on Semantic Systems

• FORMAL CONCEPT ANALYSIS FOR SEMANTIC COMPRESSION OF KNOWLEDGE GRAPH VERSIONS (2021)
  Damien Graux, Diego Collarana, Fabrizio Orlandi
  What can FCA do for Artificial Intelligence 2021 (FCA4AI), International Joint Conferences on Artificial Intelligence (IJCAI),Montréal, Québec, Canada.

• RELATIONAL PATTERN BENCHMARKING ON THE KNOWLEDGE GRAPH LINK PREDICTION TASK (2021)
  Afshin Sadeghi, Hirra Abdul Malik, Diego Collarana, Jens Lehmann
  NeurIPS 2021 Datasets and Benchmarks Track

• DISCOVER RELATIONS IN THE INDUSTRY 4.0 STANDARDS VIA UNSUPERVISED LEARNING ON KNOWLEDGE GRAPH EMBEDDINGS (2021)
  Ariam Rivas, Irlán Grangel-González, Diego Collarana, Jens Lehmann, Maria-Esther Vidal
  Journal of Data Intelligence, Volume 2

• VERBALIZING THE EVOLUTION OF KNOWLEDGE GRAPHS WITH FORMAL CONCEPT ANALYSIS (2020)
  Martín Arispe Riveros , Mayesha Tasnim , Damien Graux , Fabrizio Orlandi , Diego Collarana
  The 6th Natural Language Interfaces for the Web of Data (NLIWOD)
  ​​

• EMBEDDING KNOWLEDGE GRAPHS ATTENTIVE TO POSITIONAL AND CENTRALITY QUALITIES
  Afshin Sadegh, Diego Collarana, Damien Graux, Jens Lehman
  Machine Learning and Knowledge Discovery in Databases. Research Track - European Conference, ECML PKDD 2021, Bilbao, Spain, September 13-17, 2021, Proceedings, Part II.
  Lecture Notes in Computer Science 12976, Springer 2021, ISBN 978-3-030-86519-1

• GOING BEYOND TRADITIONAL APPROACHES ON INDUSTRIAL ENGINEERING EDUCATION
  D. E. Salinas-Navarro, C. Mejia-Argueta, A. C. Da Silva-Ovando and C. L. Garay-Rondero
  2020 IEEE Frontiers in Education Conference (FIE), Uppsala, Sweden, 2020, pp. 1-8,
  doi: 10.1109/FIE44824.2020.9273891.

• ​​EVALUATING ORDER PICKING EFFICIENCY UNDER DEMAND FLUCTUATIONS
  Jens Bürger (2018).
  2018 POMS International Conference in Rio, Rio de Janeiro, Brazil

• PRODUCT DEMAND FORECASTING BASED ON RESERVOIR COMPUTING
  Jorge Calvimontes and Jens Bürger (2018).
  2018 POMS International Conference in Rio, Rio de Janeiro, Brazil