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Dr.-Ing. Ulrike Fischer

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Publications (20)

  • ECAST: A Benchmark Framework for Renewable Energy Forecasting Systems.

    Ulbricht, R.; Fischer, U.; Kegel, L.; Habich, D.; Donker, H.; Lehner, W.

    In Proceedings of the Workshops of the EDBT/ICDT 2014 Joint Conference (EDBT/ICDT 2014), Athens, Greece, March 28, 2014.Candan, K. Selçcuk; Amer-Yahia, Sihem; Schweikardt, Nicole; Christophides, Vassilis & Leroy, Vincent,148-155,2014.

    • BibTeX

    @article{,
       author = {Robert Ulbricht and Ulrike Fischer and Lars Kegel and Dirk Habich and Hilko Donker and Wolfgang Lehner},
       title = {ECAST: A Benchmark Framework for Renewable Energy Forecasting Systems},
       booktitle = {Proceedings of the Workshops of the EDBT/ICDT 2014 Joint Conference (EDBT/ICDT 2014), Athens, Greece, March 28, 2014.},
       series = {CEUR Workshop Proceedings},
       volume = {1133},
       year = {2014},
       pages = {148--155},
       url = {http://ceur-ws.org/Vol-1133/paper-23.pdf},
       publisher = {Candan, K. Selçcuk; Amer-Yahia, Sihem; Schweikardt, Nicole; Christophides, Vassilis \& Leroy, Vincent}
    }

  • Towards Integrated Data Analytics: Time Series Forecasting in DBMS.

    Lehner, W.; Rosenthal, F.; Böhm, M.; Fischer, U.; Dannecker, L.

    In Datenbank-Spektrum.45-53,2013.

    • BibTeX

    @article{,
       author = {Wolfgang Lehner and Frank Rosenthal and Matthias B\"{o}hm and Ulrike Fischer and Lars Dannecker},
       title = {Towards Integrated Data Analytics: Time Series Forecasting in DBMS},
       journal = {Datenbank-Spektrum},
       volume = {13},
       year = {2013},
       pages = {45--53},
       url = {http://dx.doi.org/10.1007/s13222-012-0108-4}
    }

  • Transparent Forecasting Strategies in Database Management Systems

    Transparent Forecasting Strategies in Database Management Systems.

    Lehner, W.; Fischer, U.

    In Business Intelligence - Third European Summer School, eBISS 2013, Dagstuhl Castle, Germany, July 7-12, 2013, Tutorial Lectures.Zimányi, Esteban,150-181,2013.

    • BibTeX

    @article{,
       author = {Wolfgang Lehner and Ulrike Fischer},
       title = {Transparent Forecasting Strategies in Database Management Systems},
       booktitle = {Business Intelligence - Third European Summer School, eBISS 2013, Dagstuhl Castle, Germany, July 7-12, 2013, Tutorial Lectures},
       series = {Lecture Notes in Business Information Processing},
       volume = {172},
       year = {2013},
       isbn = {978-3-319-05460-5},
       pages = {150--181},
       url = {http://dx.doi.org/10.1007/978-3-319-05461-2_5},
       publisher = {Zim\'{a}nyi, Esteban}
    }

  • Rethinking Energy Data Management: Trends and Challenges in Today’s Transforming Markets

    Rethinking Energy Data Management: Trends and Challenges in Today’s Transforming Markets.

    Ulbricht, R.; Fischer, U.; Lehner, W.; Donker, H.

    In Datenbanksysteme für Business, Technologie und Web (BTW), 15. Fachtagung des GI-Fachbereichs Datenbanken und Informationssysteme" (DBIS).421-440,2013.

    • BibTeX

    @article{,
       author = {Robert Ulbricht and Ulrike Fischer and Wolfgang Lehner and Hilko Donker},
       title = {Rethinking Energy Data Management: Trends and Challenges in Today\&\#8217;s Transforming Markets},
       booktitle = {Datenbanksysteme f\"{u}r Business, Technologie und Web (BTW), 15. Fachtagung des GI-Fachbereichs Datenbanken und Informationssysteme"' (DBIS)},
       volume = {214},
       year = {2013},
       isbn = {978-3-88579-608-4},
       pages = {421--440},
       url = {http://www.btw-2013.de/proceedings/Rethinking\%20Energy\%20Data\%20Management\%20Trends\%20and\%20Challenges\%20in\%20Todays\%20Transforming\%20Markets.pdf}
    }

  • pEDM: online-forecasting for smart energy analytics

    pEDM: online-forecasting for smart energy analytics.

    Lehner, W.; Rösch, P.; Fischer, U.; Dannecker, L.

    In 22nd ACM International Conference on Information and Knowledge Management, CIKM'13, San Francisco, CA, USA, October 27 - November 1, 2013.He, Qi; Iyengar, Arun; Nejdl, Wolfgang; Pei, Jian & Rastogi, Rajeev,2411-2416,2013.

    • BibTeX

    @article{,
       author = {Wolfgang Lehner and Philipp R\"{o}sch and Ulrike Fischer and Lars Dannecker},
       title = {pEDM: online-forecasting for smart energy analytics},
       booktitle = {22nd ACM International Conference on Information and Knowledge Management, CIKM'13, San Francisco, CA, USA, October 27 - November 1, 2013},
       year = {2013},
       isbn = {978-1-4503-2263-8},
       pages = {2411--2416},
       url = {http://doi.acm.org/10.1145/2505515.2505588},
       publisher = {He, Qi; Iyengar, Arun; Nejdl, Wolfgang; Pei, Jian \& Rastogi, Rajeev}
    }

  • Optimized renewable energy forecasting in local distribution networks.

    Lehner, W.; Fischer, U.; Ulbricht, R.

    In Joint 2013 EDBT/ICDT Conferences, EDBT/ICDT '13, Genoa, Italy, March 22, 2013, Workshop Proceedings.Guerrini, Giovanna,262-266,2013.

    • BibTeX

    @article{,
       author = {Wolfgang Lehner and Ulrike Fischer and Robert Ulbricht},
       title = {Optimized renewable energy forecasting in local distribution networks},
       booktitle = {Joint 2013 EDBT/ICDT Conferences, EDBT/ICDT '13, Genoa, Italy, March 22, 2013, Workshop Proceedings},
       year = {2013},
       isbn = {978-1-4503-1599-9},
       pages = {262--266},
       url = {http://doi.acm.org/10.1145/2457317.2457360},
       publisher = {Guerrini, Giovanna}
    }

  • Forecasting the data cube: A model configuration advisor for multi-dimensional data sets.

    Fischer, U.; Schildt, C.; Hartmann, C.; Lehner, W.

    In 29th IEEE International Conference on Data Engineering, ICDE 2013, Brisbane, Australia, April 8-12, 2013.Jensen, Christian S.; Jermaine, Christopher M. & Zhou, Xiaofang,853-864,2013.

    • BibTeX

    @article{,
       author = {Ulrike Fischer and Christopher Schildt and Claudio Hartmann and Wolfgang Lehner},
       title = {Forecasting the data cube: A model configuration advisor for multi-dimensional data sets},
       booktitle = {29th IEEE International Conference on Data Engineering, ICDE 2013, Brisbane, Australia, April 8-12, 2013},
       year = {2013},
       isbn = {978-1-4673-4909-3},
       pages = {853--864},
       url = {http://dx.doi.org/10.1109/ICDE.2013.6544880},
       publisher = {Jensen, Christian S.; Jermaine, Christopher M. \& Zhou, Xiaofang}
    }

  • Model-based Integration of Past & Future in TimeTravel.

    Lehner, W.; Fischer, U.

    In PVLDB.1974-1977,2012.

    • BibTeX

    @article{,
       author = {Wolfgang Lehner and Ulrike Fischer},
       title = {Model-based Integration of Past \& Future in TimeTravel},
       journal = {PVLDB},
       volume = {5},
       year = {2012},
       pages = {1974--1977},
       url = {http://vldb.org/pvldb/vol5/p1974_mohamedekhalefa_vldb2012.pdf}
    }

  • Sample-based forecasting exploiting hierarchical time series.

    Lehner, W.; Rosenthal, F.; Fischer, U.

    In 16th International Database Engineering & Applications Symposium, IDEAS '12, Prague, Czech Republic, August 8-10, 2012.Desai, Bipin C.; Pokorný, Jaroslav & Bernardino, Jorge,120-129,2012.

    • BibTeX

    @article{,
       author = {Wolfgang Lehner and Frank Rosenthal and Ulrike Fischer},
       title = {Sample-based forecasting exploiting hierarchical time series},
       booktitle = {16th International Database Engineering \& Applications Symposium, IDEAS '12, Prague, Czech Republic, August 8-10, 2012},
       year = {2012},
       isbn = {978-1-4503-1234-9},
       pages = {120--129},
       url = {http://doi.acm.org/10.1145/2351476.2351490},
       publisher = {Desai, Bipin C.; Pokorný, Jaroslav \& Bernardino, Jorge}
    }

  • Real-Time Business Intelligence in the MIRABEL Smart Grid System.

    Lehner, W.; Fischer, U.

    In Enabling Real-Time Business Intelligence - 6th International Workshop, BIRTE 2012, Held at the 38th International Conference on Very Large Databases, VLDB 2012, Istanbul, Turkey, August 27, 2012, Revised Selected Papers.Castellanos, Malú; Dayal, Umeshwar & Rundensteiner, Elke A.,2012.

    • BibTeX

    @article{,
       author = {Wolfgang Lehner and Ulrike Fischer},
       title = {Real-Time Business Intelligence in the MIRABEL Smart Grid System},
       booktitle = {Enabling Real-Time Business Intelligence - 6th International Workshop, BIRTE 2012, Held at the 38th International Conference on Very Large Databases, VLDB 2012, Istanbul, Turkey, August 27, 2012, Revised Selected Papers},
       series = {Lecture Notes in Business Information Processing},
       volume = {154},
       year = {2012},
       isbn = {978-3-642-39871-1},
       url = {http://dx.doi.org/10.1007/978-3-642-39872-8_1},
       publisher = {Castellanos, Malú; Dayal, Umeshwar \& Rundensteiner, Elke A.}
    }

  • Optimizing Notifications of Subscription-Based Forecast Queries.

    Lehner, W.; Böhm, M.; Fischer, U.

    In Scientific and Statistical Database Management - 24th International Conference, SSDBM 2012, Chania, Crete, Greece, June 25-27, 2012. Proceedings.Ailamaki, Anastasia & Bowers, Shawn,449-466,2012.

    • BibTeX

    @article{,
       author = {Wolfgang Lehner and Matthias B\"{o}hm and Ulrike Fischer},
       title = {Optimizing Notifications of Subscription-Based Forecast Queries},
       booktitle = {Scientific and Statistical Database Management - 24th International Conference, SSDBM 2012, Chania, Crete, Greece, June 25-27, 2012. Proceedings},
       series = {Lecture Notes in Computer Science},
       volume = {7338},
       year = {2012},
       isbn = {978-3-642-31234-2},
       pages = {449--466},
       url = {http://dx.doi.org/10.1007/978-3-642-31235-9_30},
       publisher = {Ailamaki, Anastasia \& Bowers, Shawn}
    }

  • F2DB: The Flash-Forward Database System.

    Lehner, W.; Rosenthal, F.; Fischer, U.

    In IEEE 28th International Conference on Data Engineering (ICDE 2012), Washington, DC, USA (Arlington, Virginia), 1-5 April, 2012.Kementsietsidis, Anastasios & Salles, Marcos Antonio Vaz,1245-1248,2012.

    • BibTeX

    @article{,
       author = {Wolfgang Lehner and Frank Rosenthal and Ulrike Fischer},
       title = {F2DB: The Flash-Forward Database System},
       booktitle = {IEEE 28th International Conference on Data Engineering (ICDE 2012), Washington, DC, USA (Arlington, Virginia), 1-5 April, 2012},
       year = {2012},
       isbn = {978-0-7695-4747-3},
       pages = {1245--1248},
       url = {http://dx.doi.org/10.1109/ICDE.2012.117},
       publisher = {Kementsietsidis, Anastasios \& Salles, Marcos Antonio Vaz}
    }

  • Data management in the MIRABEL smart grid system.

    Lehner, W.; Böhm, M.; Fischer, U.; Dannecker, L.

    In Proceedings of the 2012 Joint EDBT/ICDT Workshops, Berlin, Germany, March 30, 2012.Srivastava, Divesh & Ari, Ismail,95-102,2012.

    • BibTeX

    @article{,
       author = {Wolfgang Lehner and Matthias B\"{o}hm and Ulrike Fischer and Lars Dannecker},
       title = {Data management in the MIRABEL smart grid system},
       booktitle = {Proceedings of the 2012 Joint EDBT/ICDT Workshops, Berlin, Germany, March 30, 2012},
       year = {2012},
       isbn = {978-1-4503-1143-4},
       pages = {95--102},
       url = {http://doi.acm.org/10.1145/2320765.2320797},
       publisher = {Srivastava, Divesh \& Ari, Ismail}
    }

  • Offline Design Tuning for Hierarchies of Forecast Models.

    Lehner, W.; Böhm, M.; Fischer, U.

    In Datenbanksysteme für Business, Technologie und Web (BTW), 14. Fachtagung des GI-Fachbereichs Datenbanken und Informationssysteme" (DBIS).167-186,2011.

    • BibTeX

    @article{,
       author = {Wolfgang Lehner and Matthias B\"{o}hm and Ulrike Fischer},
       title = {Offline Design Tuning for Hierarchies of Forecast Models},
       booktitle = {Datenbanksysteme f\"{u}r Business, Technologie und Web (BTW), 14. Fachtagung des GI-Fachbereichs Datenbanken und Informationssysteme"' (DBIS)},
       volume = {180},
       year = {2011},
       isbn = {978-3-88579-274-1},
       pages = {167--186},
       url = {http://subs.emis.de/LNI/Proceedings/Proceedings180/article8.html}
    }

  • Next Generation Database Programming and Execution Environment

    Next Generation Database Programming and Execution Environment.

    Habich, D.; Böhm, M.; Thiele, M.; Schlegel, B.; Fischer, U.; Voigt, H.; Lehner, W.

    In Database Programming Languages - DBPL 201, 13th International Symposium, Seattle, Washington, USA, August 29, 2011. Proceedings.Foster, Nate & Kementsietsidis, Anastasios,2011.

    • BibTeX

    @article{,
       author = {Dirk Habich and Matthias B\"{o}hm and Maik Thiele and Benjamin Schlegel and Ulrike Fischer and Hannes Voigt and Wolfgang Lehner},
       title = {Next Generation Database Programming and Execution Environment},
       booktitle = {Database Programming Languages - DBPL 201, 13th International Symposium, Seattle, Washington, USA, August 29, 2011. Proceedings},
       year = {2011},
       url = {http://www.cs.cornell.edu/conferences/dbpl2011/papers/dbpl11-habich.pdf},
       publisher = {Foster, Nate \& Kementsietsidis, Anastasios}
    }

  • Efficient In-Memory Indexing with Generalized Prefix Trees.

    Böhm, M.; Schlegel, B.; Volk, P.; Fischer, U.; Habich, D.; Lehner, W.

    In Datenbanksysteme für Business, Technologie und Web (BTW), 14. Fachtagung des GI-Fachbereichs Datenbanken und Informationssysteme" (DBIS).227-246,2011.

    • BibTeX

    @article{,
       author = {Matthias B\"{o}hm and Benjamin Schlegel and Peter Benjamin Volk and Ulrike Fischer and Dirk Habich and Wolfgang Lehner},
       title = {Efficient In-Memory Indexing with Generalized Prefix Trees},
       booktitle = {Datenbanksysteme f\"{u}r Business, Technologie und Web (BTW), 14. Fachtagung des GI-Fachbereichs Datenbanken und Informationssysteme"' (DBIS)},
       volume = {180},
       year = {2011},
       isbn = {978-3-88579-274-1},
       pages = {227--246},
       url = {http://subs.emis.de/LNI/Proceedings/Proceedings180/article22.html}
    }

  • Indexing forecast models for matching and maintenance.

    Lehner, W.; Rosenthal, F.; Böhm, M.; Fischer, U.

    In Fourteenth International Database Engineering and Applications Symposium (IDEAS 2010), August 16-18, 2010, Montreal, Quebec, Canada.Desai, Bipin C. & Bernardino, Jorge,26-31,2010.

    • BibTeX

    @article{,
       author = {Wolfgang Lehner and Frank Rosenthal and Matthias B\"{o}hm and Ulrike Fischer},
       title = {Indexing forecast models for matching and maintenance},
       booktitle = {Fourteenth International Database Engineering and Applications Symposium (IDEAS 2010), August 16-18, 2010, Montreal, Quebec, Canada},
       series = {ACM International Conference Proceeding Series},
       year = {2010},
       isbn = {978-1-60558-900-8},
       pages = {26--31},
       url = {http://doi.acm.org/10.1145/1866480.1866485},
       publisher = {Desai, Bipin C. \& Bernardino, Jorge}
    }

  • Partition-based workload scheduling in living data warehouse environments.

    Thiele, M.; Fischer, U.; Lehner, W.

    In Inf. Syst.382-399,2009.

    • BibTeX

    @article{,
       author = {Maik Thiele and Ulrike Fischer and Wolfgang Lehner},
       title = {Partition-based workload scheduling in living data warehouse environments},
       journal = {Inf. Syst.},
       volume = {34},
       year = {2009},
       pages = {382--399},
       url = {http://dx.doi.org/10.1016/j.is.2008.06.001}
    }

  • Global Slope Change Synopses for Measurement Maps.

    Lehner, W.; Rosenthal, F.; Volk, P.; Fischer, U.

    In ICDM 2009, The Ninth IEEE International Conference on Data Mining, Miami, Florida, USA, 6-9 December 2009.Wang, Wei; Kargupta, Hillol; Ranka, Sanjay; Yu, Philip S. & Wu, Xindong,956-961,2009.

    • BibTeX

    @article{,
       author = {Wolfgang Lehner and Frank Rosenthal and Peter Benjamin Volk and Ulrike Fischer},
       title = {Global Slope Change Synopses for Measurement Maps},
       booktitle = {ICDM 2009, The Ninth IEEE International Conference on Data Mining, Miami, Florida, USA, 6-9 December 2009},
       year = {2009},
       isbn = {978-0-7695-3895-2},
       pages = {956--961},
       url = {http://dx.doi.org/10.1109/ICDM.2009.117},
       publisher = {Wang, Wei; Kargupta, Hillol; Ranka, Sanjay; Yu, Philip S. \& Wu, Xindong}
    }

  • Partition-based workload scheduling in living data warehouse environments

    Partition-based workload scheduling in living data warehouse environments.

    Thiele, M.; Fischer, U.; Lehner, W.

    In DOLAP 2007, ACM 10th International Workshop on Data Warehousing and OLAP, Lisbon, Portugal, November 9, 2007, Proceedings.Song, Il-Yeol & Pedersen, Torben Bach,57-64,2007.

    • BibTeX

    @article{,
       author = {Maik Thiele and Ulrike Fischer and Wolfgang Lehner},
       title = {Partition-based workload scheduling in living data warehouse environments},
       booktitle = {DOLAP 2007, ACM 10th International Workshop on Data Warehousing and OLAP, Lisbon, Portugal, November 9, 2007, Proceedings},
       year = {2007},
       isbn = {978-1-59593-827-5},
       pages = {57--64},
       url = {http://doi.acm.org/10.1145/1317331.1317342},
       publisher = {Song, Il-Yeol \& Pedersen, Torben Bach}
    }

Research Projects (1)

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