Martin Hahmann

Publication Activity (10 Years)

Years Active: 2007-2019
Publications (10 Years): 13

Top Venues

EDBT/ICDT Workshops

SSDBM

DSAA

DARE

Dresden University of Technology (PHD)

Education History

Dresden University of Technology

PHD

Publications

Martin Hahmann, Claudio Hartmann, Lars Kegel, Wolfgang Lehner
Large-Scale Time Series Analytics - Novel Approaches for Generation and Prediction. Datenbank-Spektrum 19 (1) (2019)
Claudio Hartmann, Franziska Ressel, Martin Hahmann, Dirk Habich, Wolfgang Lehner
CSAR: the cross-sectional autoregression model for short and long-range forecasting. Int. J. Data Sci. Anal. 8 (2) (2019)
Lars Kegel, Martin Hahmann, Wolfgang Lehner
Feature-based comparison and generation of time series. SSDBM (2018)
Lars Kegel, Martin Hahmann, Wolfgang Lehner
Feature-driven Time Series Generation. Grundlagen von Datenbanken (2017)
Lars Kegel, Martin Hahmann, Wolfgang Lehner
Generating What-If Scenarios for Time Series Data. SSDBM (2017)
Claudio Hartmann, Martin Hahmann, Dirk Habich, Wolfgang Lehner
CSAR: The Cross-Sectional Autoregression Model. DSAA (2017)
Robert Ulbricht, Claudio Hartmann, Martin Hahmann, Hilko Donker, Wolfgang Lehner
Web-based Benchmarks for Forecasting Systems: The ECAST Platform. SIGMOD Conference (2016)
Lars Kegel, Martin Hahmann, Wolfgang Lehner
Template-based Time Series Generation with Loom. EDBT/ICDT Workshops (2016)
Martin Hahmann, Claudio Hartmann, Lars Kegel, Dirk Habich, Wolfgang Lehner
Big by blocks: modular analytics. it Inf. Technol. 58 (4) (2016)
Robert Ulbricht, Hilko Donker, Claudio Hartmann, Martin Hahmann, Wolfgang Lehner
Challenges for Context-Driven Time Series Forecasting. ACM J. Data Inf. Qual. 7 (1-2) (2016)
Kasun S. Perera, Martin Hahmann, Wolfgang Lehner, Torben Bach Pedersen, Christian Thomsen
Efficient Approximate OLAP Querying Over Time Series. IDEAS (2016)
Kasun S. Perera, Martin Hahmann, Wolfgang Lehner, Torben Bach Pedersen, Christian Thomsen
Modeling Large Time Series for Efficient Approximate Query Processing. DASFAA Workshops (2015)
Claudio Hartmann, Martin Hahmann, Wolfgang Lehner, Frank Rosenthal
Exploiting big data in time series forecasting: A cross-sectional approach. DSAA (2015)
Martin Hahmann, Dirk Habich, Wolfgang Lehner
Modular Data Clustering - Algorithm Design beyond MapReduce. EDBT/ICDT Workshops (2014)
Robert Ulbricht, Martin Hahmann, Hilko Donker, Wolfgang Lehner
Systematical Evaluation of Solar Energy Supply Forecasts. DARE (2014)
Martin Hahmann, Markus Dumat, Dirk Habich, Wolfgang Lehner
Explorative Multi-View Clustering Using Frequent-Groupings. MultiClust@SDM (2012)
Benjamin Gnauk, Lars Dannecker, Martin Hahmann
Leveraging gamification in demand dispatch systems. EDBT/ICDT Workshops (2012)
Martin Hahmann, Dirk Habich, Wolfgang Lehner
Touch it, Mine it, View it, Shape it. BTW (2011)
Martin Hahmann, Dirk Habich, Wolfgang Lehner
Browsing Robust Clustering-Alternatives. LWA (2011)
Martin Hahmann, Dirk Habich, Wolfgang Lehner
Browsing Robust Clustering-Alternatives. MultiClust@ECML/PKDD (2011)
Martin Hahmann, Dirk Habich, Wolfgang Lehner
Evolving Ensemble-Clustering to a Feedback-Driven Process. ICDM Workshops (2010)
Martin Hahmann, Dirk Habich, Wolfgang Lehner
Visual Decision Support for Ensemble Clustering. SSDBM (2010)
Martin Hahmann, Dirk Habich, Maik Thiele, Wolfgang Lehner
One Clustering Process Fits All - A Visually Guided Ensemble Approach. LWA (2010)
Frank Rosenthal, Peter Benjamin Volk, Martin Hahmann, Dirk Habich, Wolfgang Lehner
Drift-Aware Ensemble Regression. MLDM (2009)
Martin Hahmann, Peter Benjamin Volk, Frank Rosenthal, Dirk Habich, Wolfgang Lehner
How to Control Clustering Results? Flexible Clustering Aggregation. IDA (2009)
Peter Benjamin Volk, Frank Rosenthal, Martin Hahmann, Dirk Habich, Wolfgang Lehner
Clustering Uncertain Data with Possible Worlds. ICDE (2009)
Peter Benjamin Volk, Martin Hahmann, Dirk Habich, Wolfgang Lehner
Pre analysis and clustering of uncertain data from manufacturing processes. LWA (2008)
Dirk Habich, Martin Hahmann, Wolfgang Lehner
Parameterfreies Clustering mittels Multi-Level Ansatz. LWA (2007)

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Publication Activity (10 Years)

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Martin Hahmann