Christin Seifert

Research output

Research output per year 2004 2005 2013 2014 2015 2016 2017 2019 2020 2023 2024

• 82 Conference contribution
• 25 Article
• 17 Chapter
• 14 Paper
• 33 More
  • 14 Working paper
  • 6 Preprint
  • 3 Report
  • 3 Abstract
  • 3 Poster
  • 1 Other
  • 1 Meeting Abstract
  • 1 Review article
  • 1 PhD Thesis - Research external, graduation external

Research output per year

Research output per year

Search results

• 2024

  Feature Importance to Explain Multimodal Prediction Models: a Clinical Use Case

  van de Beld, J.-J., Pathak, S., Geerdink, J., Hegeman, J. H. & Seifert, C., 10 Jul 2024, Explainable Artificial Intelligence: Second World Conference, xAI 2024. Valletta, Malta, July 17-19, 2024. Proceedings, Part IV. Longo, L., Lapuschkin, S. & Seifert, C. (eds.). Cham, Switzerland: Springer Nature, 18 p. (Communications in Computer and Information Science; vol. 2156).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review

  • Hip Fracture 100%
  • Chain Rule 100%
  • Preoperative Data 100%
  • Clinician 50%
  • Drug Therapy 50%
• 2017

  Visualizations of Deep Neural Networks in Computer Vision: A Survey

  Seifert, C., Aamir, A., Balagopalan, A., Jain, D., Sharma, A., Grottel, S. & Gumhold, S., 2017, Transparent Data Mining for Big and Small Data. Cerquitelli, T., Quercia, D. & Pasquale, F. (eds.). Cham: Springer, p. 123-144 22 p. (Studies in Big Data).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review

  Open Access

  File

  • Architecture Work 100%
  • Deep Architecture 100%
  52 Citations (Scopus)

  1770 Downloads (Pure)
• 2016

  Evaluating memory efficiency and robustness of word embeddings

  Jurgovsky, J., Granitzer, M. & Seifert, C., 2016, Advances in Information Retrieval: 38th European Conference on IR Research, ECIR 2016, Padua, Italy, March 20–23, 2016. Proceedings. Ferro, N., Crestani, F., Moens, M.-F., Mothe, J., Silvestri, F., Di Nunzio, G. M., Hauff, C. & Silvello, G. (eds.). Springer, p. 200-211 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9626).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review

  • Word Embedding 100%
  • Perturbation Parameter 25%
  • Postprocessing Method 25%
  7 Citations (Scopus)

• Robust and Collective Entity Disambiguation through Semantic Embeddings

  Zwicklbauer, S., Seifert, C. & Granitzer, M., 2016, SIGIR'16. Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval - SIGIR '16. New York: ACM Press, p. 425-434 10 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review

  • Semantic Embedding 100%
  • Collective Entity 100%
  • Entity Disambiguation 100%
  • Resource Description Framework 25%
  • Artificial Intelligence Applications 25%
  75 Citations (Scopus)

  46 Downloads (Pure)
• 2015

  Linking Biomedical Data to the Cloud

  Zwicklbauer, S., Seifert, C. & Granitzer, M., 2015, Smart Health: Open Problems and Future Challenges. Holzinger, A., Röcker, C. & Ziefle, M. (eds.). Cham: Springer, p. 209-235 27 p. (Lecture Notes in Computer Science; vol. 8700).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review

  • Disambiguation 100%
  • Linking 100%
  • Entity Disambiguation 50%
  • Algorithms 50%
  • Links 25%
  2 Citations (Scopus)

  4 Downloads (Pure)
• 2014

  Biomedical text mining: State-of-the-art, open problems and future challenges

  Holzinger, A., Schantl, J., Schroettner, M., Seifert, C. & Verspoor, K., 2014, Interactive Knowledge Discovery and Data Mining in Biomedical Informatics: State-of-the-Art and Future Challenges. Holzinger, A. & Jurisica, I. (eds.). Heidelberg: Springer, p. 271-300 30 p. (Lecture Notes in Computer Science; vol. 8401).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review

  • Latent Dirichlet Allocation 100%
  • Latent Semantic Analysis 100%
  • Unstructured Information 49%
  • Machine Learning Approach 49%
  58 Citations (Scopus)

  34 Downloads (Pure)

• Visual Analysis and Knowledge Discovery for Text

  Seifert, C., Sabol, V., Kienreich, W., Lex, E. & Granitzer, M., 2014, Large Scale Data Analytics. Gkoulalas-Divanis, A. & Labbi, A. (eds.). New York, NY: Springer, p. 189-218 30 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review

  • Visual Pattern 100%
  • Analytical Process 100%
  8 Citations (Scopus)

  22 Downloads (Pure)
• 2013

  Do We Need Entity-Centric Knowledge Bases for Entity Disambiguation?

  Zwicklbauer, S., Seifert, C. & Granitzer, M., 2013, i-Know'13. Proceedings of the 13th International Conference on Knowledge Management and Knowledge Technologies - i-Know '13. New York: ACM Press, 8 p. 4

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review

  • Covered Entity 100%
  • Open Data 100%
  1 Citation (Scopus)

• Trusted facts: Triplifying primary research data enriched with provenance information

  Schlegel, K., Bayerl, S., Zwicklbauer, S., Stegmaier, F., Seifert, C., Granitzer, M. & Kosch, H., 2013, The Semantic Web: ESWC 2013 Satellite Events: ESWC 2013 Satellite Events, Montpellier, France, May 26-30, 2013, Revised Selected Papers. Cimiano, P., Fernández, M., Lopez, V., Schlobach, S. & Völker, J. (eds.). Berlin, Heidelberg: Springer, p. 268-270 3 p. (Lecture Notes in Computer Science; vol. 7955).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review

  • Primary Research 100%
  • Crowdsourcing Technique 33%
  • Data Extraction 33%
  • Research Information 33%
  1 Citation (Scopus)
• 2011

  Vote/veto meta-classifier for authorship identification notebook for PAN at CLEF 2011

  Kern, R., Seifert, C., Zechner, M. & Granitzer, M., 2011, CLEF 2011: CLEF2011 Working Notes. Petras, V., Forner, P., Clough, P. & Ferro, N. (eds.). CEUR, 10 p. (CEUR Workshop Proceedings; vol. 1177).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review

  Open Access

  File

  • Small Data Set 100%
  • Authorship Attribution 100%
  • Electronic Mail 100%
  • Base Classifier 100%
  1 Citation (Scopus)

  43 Downloads (Pure)
• 2010

  User-based active learning

  Seifert, C. & Granitzer, M., 2010, Proceedings - IEEE International Conference on Data Mining, ICDM. Piscataway, NJ: IEEE, p. 418-425 8 p. (Proceedings IEEE International Conference on Data Mining (ICDM); vol. 2010).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review

  • Based Active Learning 100%
  • Active Learning 33%
  • Output Probability 11%
  • Robust Approach 11%
  37 Citations (Scopus)
• 2009

  A novel visualization approach for data-mining-related classification

  Seifert, C. & Lex, E., 2009, 13th International Conference on Information Visualisation (IV 2009). Piscataway, NJ: IEEE, p. 490-495 6 p. (Proceedings of the International Conference on Information Visualisation; vol. 2009).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review

  • Classification Process 100%
  • Class Attribute 33%
  • Data Mining Model 33%
  • Visualization System 33%
  • Numeric Attribute 33%
  25 Citations (Scopus)

• Context based wikipedia linking

  Granitzer, M., Seifert, C. & Zechner, M., 2009, Advances in Focused Retrieval: 7th International Workshop of the Initiative for the Evaluation of XML Retrieval, INEX 2008, Dagstuhl Castle, Germany, December 15-18, 2008. Revised and Selected Papers. Berlin, Heidelberg: Springer, p. 354-365 12 p. (Lecture Notes in Computer Science; vol. 5631).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review

  • Links 100%
  • Contexts 100%
  • Wikipedia 100%
  • Linking 100%
  • Accuracy 100%
  3 Citations (Scopus)
• 2008

  Analysis of machine learning techniques for context extraction

  Granitzer, M., Kröll, M., Seifert, C., Rath, A. S., Weber, N., Dietzel, O. & Lindstaedt, S., Nov 2008, 2008 Third International Conference on Digital Information Management. IEEE, p. 233-240 8 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review

  • Machine Learning Technique 100%
  • Machine Learning Algorithm 20%
  • Knowledge Worker 20%
  • Information Delivery 20%
  • Supervised Classification 20%
  18 Citations (Scopus)
• 2005

  A multi-sensor system for mobile services with vision enhanced object and location awareness

  Luley, P., Almer, A., Seifert, C., Fritz, G. & Paletta, L., 2005, Proceedings - 2005 Second IEEE International Workshop on Mobile Commerce and Services (WMCS 2005). IEEE, p. 52-58 7 p. (Proceedings - 2005 Second IEEE International Workshop on Mobile Commerce and Services, WMCS'05; vol. 2005).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review

  Open Access

  File

  • multi sensor 100%
  • camera phone 50%
  • Application Scenario 50%
  5 Citations (Scopus)

  93 Downloads (Pure)

• Q-learning of sequential attention for visual object recognition from informative local descriptors

  Paletta, L., Fritz, G. & Seifert, C., 2005, ICML '05: Proceedings of the 22nd International Conference on Machine Learning. New York, NY, USA: ACM Press, p. 649-656 8 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review

  • Local Descriptor 100%
  • Processing Stage 33%
  • Saliency Measure 33%
  • Sequential Learning 33%
  • Local Information 33%
  45 Citations (Scopus)

• Urban object recognition from informative local features

  Fritz, G., Seifert, C. & Paletta, L., 2005, Proceedings of the 2005 IEEE International Conference on Robotics and Automation: 18-22 April 2005, Barcelona, Spain. IEEE, p. 131-137 7 p. (Proceedings IEEE International Conference on Robotics and Automation (ICRA); vol. 2005).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review

  • Decision Trees 100%
  • Scale-Invariant Feature Transform 100%
  • Mobile Agents 100%
  • Recognition Process 100%
  • Object (Databases) 100%
  22 Citations (Scopus)