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Dipl.-Inf. Frank Rosenthal

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Publications (12)

  • Exploiting big data in time series forecasting: A cross-sectional approach.

    Hartmann, C.; Hahmann, M.; Rosenthal, F.; Lehner, W.

    In 2015 IEEE International Conference on Data Science and Advanced Analytics, DSAA 2015, Campus des Cordeliers, Paris, France, October 19-21, 2015.2015.

    • BibTeX

    @proceedings{,
       author = {Claudio Hartmann and Martin Hahmann and Frank Rosenthal and Wolfgang Lehner},
       title = {Exploiting big data in time series forecasting: A cross-sectional approach},
       booktitle = {2015 IEEE International Conference on Data Science and Advanced Analytics, DSAA 2015, Campus des Cordeliers, Paris, France, October 19-21, 2015},
       year = {2015},
       month = {10},
       isbn = {978-1-4673-8272-4},
       url = {http://dx.doi.org/10.1109/DSAA.2015.7344786}
    }

  • Aktuellen Zuständen von Märkten auf der Spur: Analyseinstrumente zur Erfassung dynamischer Marktdaten.

    Hartmann, C.; Rosenthal, F.; Hahmann, M.; Kirsche, T.; Lehner, W.

    In 50. Kongress der Deutschen Marktforschung (BVM-Kongress 2015, Berlin, Germany).2015.

    • BibTeX

    @article{,
       author = {Claudio Hartmann and Frank Rosenthal and Martin Hahmann and Thomas Kirsche and Wolfgang Lehner},
       title = {Aktuellen Zust\"{a}nden von M\"{a}rkten auf der Spur: Analyseinstrumente zur Erfassung dynamischer Marktdaten},
       booktitle = {50. Kongress der Deutschen Marktforschung (BVM-Kongress 2015, Berlin, Germany)},
       year = {2015}
    }

  • 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}
    }

  • 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}
    }

  • 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}
    }

  • Hybrid Data-Flow Graphs for Procedural Domain-Specific Query Languages.

    Jäksch, B.; Färber, F.; Rosenthal, F.; Lehner, W.

    In Scientific and Statistical Database Management - 23rd International Conference, SSDBM 2011, Portland, OR, USA, July 20-22, 2011. Proceedings.Cushing, Judith Bayard; French, James C. & Bowers, Shawn,577-578,2011.

    • BibTeX

    @article{,
       author = {Bernhard J\"{a}ksch and Franz F\"{a}rber and Frank Rosenthal and Wolfgang Lehner},
       title = {Hybrid Data-Flow Graphs for Procedural Domain-Specific Query Languages},
       booktitle = {Scientific and Statistical Database Management - 23rd International Conference, SSDBM 2011, Portland, OR, USA, July 20-22, 2011. Proceedings},
       series = {Lecture Notes in Computer Science},
       volume = {6809},
       year = {2011},
       isbn = {978-3-642-22350-1},
       pages = {577--578},
       url = {http://dx.doi.org/10.1007/978-3-642-22351-8_44},
       publisher = {Cushing, Judith Bayard; French, James C. \& Bowers, Shawn}
    }

  • Efficient In-Database Maintenance of ARIMA Models.

    Lehner, W.; Rosenthal, F.

    In Scientific and Statistical Database Management - 23rd International Conference, SSDBM 2011, Portland, OR, USA, July 20-22, 2011. Proceedings.Cushing, Judith Bayard; French, James C. & Bowers, Shawn,537-545,2011.

    • BibTeX

    @article{,
       author = {Wolfgang Lehner and Frank Rosenthal},
       title = {Efficient In-Database Maintenance of ARIMA Models},
       booktitle = {Scientific and Statistical Database Management - 23rd International Conference, SSDBM 2011, Portland, OR, USA, July 20-22, 2011. Proceedings},
       series = {Lecture Notes in Computer Science},
       volume = {6809},
       year = {2011},
       isbn = {978-3-642-22350-1},
       pages = {537--545},
       url = {http://dx.doi.org/10.1007/978-3-642-22351-8_36},
       publisher = {Cushing, Judith Bayard; French, James C. \& Bowers, Shawn}
    }

  • 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}
    }

  • How to Control Clustering Results? Flexible Clustering Aggregation

    How to Control Clustering Results? Flexible Clustering Aggregation.

    Lehner, W.; Habich, D.; Hahmann, M.; Rosenthal, F.; Volk, P.

    In Advances in Intelligent Data Analysis VIII, 8th International Symposium on Intelligent Data Analysis, IDA 2009, Lyon, France, August 31 - September 2, 2009. Proceedings.Adams, Niall M.; Robardet, Céline; Siebes, Arno & Boulicaut, Jean-Françcois,59-70,2009.

    • BibTeX

    @article{,
       author = {Wolfgang Lehner and Dirk Habich and Martin Hahmann and Frank Rosenthal and Peter Benjamin Volk},
       title = {How to Control Clustering Results? Flexible Clustering Aggregation},
       booktitle = {Advances in Intelligent Data Analysis VIII, 8th International Symposium on Intelligent Data Analysis, IDA 2009, Lyon, France, August 31 - September 2, 2009. Proceedings},
       series = {Lecture Notes in Computer Science},
       volume = {5772},
       year = {2009},
       isbn = {978-3-642-03914-0},
       pages = {59--70},
       url = {http://dx.doi.org/10.1007/978-3-642-03915-7_6},
       publisher = {Adams, Niall M.; Robardet, C\'{e}line; Siebes, Arno \& Boulicaut, Jean-Françcois}
    }

  • 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}
    }

  • Drift-Aware Ensemble Regression

    Drift-Aware Ensemble Regression.

    Lehner, W.; Habich, D.; Hahmann, M.; Rosenthal, F.; Volk, P.

    In Machine Learning and Data Mining in Pattern Recognition, 6th International Conference, MLDM 2009, Leipzig, Germany, July 23-25, 2009. Proceedings.Perner, Petra,221-235,2009.

    • BibTeX

    @article{,
       author = {Wolfgang Lehner and Dirk Habich and Martin Hahmann and Frank Rosenthal and Peter Benjamin Volk},
       title = {Drift-Aware Ensemble Regression},
       booktitle = {Machine Learning and Data Mining in Pattern Recognition, 6th International Conference, MLDM 2009, Leipzig, Germany, July 23-25, 2009. Proceedings},
       series = {Lecture Notes in Computer Science},
       volume = {5632},
       year = {2009},
       isbn = {978-3-642-03069-7},
       pages = {221--235},
       url = {http://dx.doi.org/10.1007/978-3-642-03070-3_17},
       publisher = {Perner, Petra}
    }

  • Clustering Uncertain Data with Possible Worlds.

    Lehner, W.; Habich, D.; Hahmann, M.; Rosenthal, F.; Volk, P.

    In Proceedings of the 25th International Conference on Data Engineering, ICDE 2009, March 29 2009 - April 2 2009, Shanghai, China.Ioannidis, Yannis E.; Lee, Dik Lun & Ng, Raymond T.,1625-1632,2009.

    • BibTeX

    @article{,
       author = {Wolfgang Lehner and Dirk Habich and Martin Hahmann and Frank Rosenthal and Peter Benjamin Volk},
       title = {Clustering Uncertain Data with Possible Worlds},
       booktitle = {Proceedings of the 25th International Conference on Data Engineering, ICDE 2009, March 29 2009 - April 2 2009, Shanghai, China},
       year = {2009},
       isbn = {978-0-7695-3545-6},
       pages = {1625--1632},
       url = {http://dx.doi.org/10.1109/ICDE.2009.174},
       publisher = {Ioannidis, Yannis E.; Lee, Dik Lun \& Ng, Raymond T.}
    }

Research Projects (0)

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