Joe Steinhauer

Lektor i datavetenskap

Institutionen för informationsteknologi

Kontaktuppgifter

• E-post
• joe.steinhauer@his.se

• Arbete
• 0500-448822

• Rum
• PA520Q

Publikationer

• 2019
  An Infinite Replicated Softmax Model for Topic Modeling
  Huhnstock Nikolas Alexander, Karlsson Alexander, Riveiro Maria et al.
  Modeling Decisions for Artificial Intelligence: 16th International Conference, MDAI 2019, Milan, Italy, September 4–6, 2019, Proceedings (307-318). Springer, 2019.
• Artificial Intelligence
  Torra Vicenç, Karlsson Alexander, Steinhauer H. Joe et al.
  Data Science in Practice (9-26). Springer, 2019.
• Information Fusion
  Steinhauer H. Joe, Karlsson Alexander
  Data science in Practice (61-78). Springer, 2019.
• Topic modeling for anomaly detection in telecommunication networks
  Steinhauer H. Joe, Helldin Tove, Mathiason Gunnar et al.
  Journal of Ambient Intelligence and Humanized Computing, 2019, 1-12.
• 2018
  Anomaly Detection in Telecommunication Networks using Topic Models
  Steinhauer H. Joe, Helldin Tove, Mathiason Gunnar et al.
  Modeling Decisions for Artificial Intelligence, 15th International Conference, MDAI 2018, Mallorca, Spain, October 15–18, 2018. 2018.
• On the behavior of the infinite restricted boltzmann machine for clustering
  Huhnstock Nikolas Alexander, Karlsson Alexander, Riveiro Maria et al.
  SAC '18 Proceedings of the 33rd Annual ACM Symposium on Applied Computing (461-470). New York, NY, USA: Association for Computing Machinery (ACM), 2018.
• Situation Awareness in Telecommunication Networks Using Topic Modeling
  Helldin Tove, Steinhauer H. Joe, Karlsson Alexander et al.
  2018 21st International Conference on Information Fusion, FUSION 2018 (549-556). IEEE, 2018.
• Spatio-Temporal Awareness for Wireless Telecommunication Networks
  Steinhauer H. Joe, Helldin Tove, Mathiason Gunnar
  Working Papers and Documents of the IJCAI-ECAI-2018 Workshop on Learning and Reasoning: Principles & Applications to Everyday Spatial and Temporal Knowledge (49-50). 2018.
• 2017
  Topic Modeling for Situation Understanding in Telecommunication Networks
  Steinhauer H. Joe, Helldin Tove, Karlsson Alexander et al.
  2017 27th International Telecommunication Networks and Applications Conference (ITNAC) (73-78). IEEE, 2017.
• 2016
  Root-Cause Localization using Restricted Boltzmann Machines
  Steinhauer H. Joe, Karlsson Alexander, Mathiason Gunnar et al.
  2016 19th International Conference on Information Fusion Proceedings (248-255). IEEE Computer Society, 2016.

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