Publications

14 results

2014

Zimmer (née Ivanescu) A., Driessen P., Kranen P., Seidl T.:
Inverse Predictions on Continuous Models in Scientific Databases
Proceedings of the 26th International Conference on Scientific and Statistical Database Management (2014) InversePredictionPaper.pdf
[SSDBM 2014]
Zimmer (née Ivanescu) A.:
Learning Comprehensible Models for Analysis and Prediction in Scientific Databases
Dissertation, Fakultät für Mathematik, Informatik und Naturwissenschaften, RWTH Aachen University (2014) Defence of the PhD thesis: 03.12.2013
[Apprimus-Verlag] [RWTH-Bibliothek]

2013

Zimmer (née Ivanescu) A., Kurze M., Seidl T.:
Adaptive Model Tree for Streaming Data
Proc. IEEE International Conference on Data Mining (ICDM), Dallas, TX, USA P.1319-1324 (2013) AdaptiveModelTreePaper.pdf
[ICDM 2013]

2012

Zimmer (née Ivanescu) A., Albin T., Abel D., Seidl T.:
Employing the Principal Hessian Direction for Building Hinging Hyperplane Models
Workshop on Optimization Based Techniques for Emerging Data Mining (OEDM 2012) in conjunction with the IEEE International Conference on Data Mining (ICDM 2012), Brussels, Belgium. P.481-485 (2012) HHmodelsPrincipalHessianDirection.pdf
[ICDM 2012]
Zimmer (née Ivanescu) A., Kranen P., Seidl T.:
Hinging Hyperplane Models for Multiple Predicted Variables
Proceedings of the 24th International Conference on Scientific and Statistical Database Management (SSDBM 2012), Chania, Greece P.431-448 (2012) MultivariateHingingHyperplaneModels.pdf
[SSDBM 2012]
Zimmer (née Ivanescu) A., Kranen P., Smieschek M., Driessen P., Seidl T.:
PA-Miner: Process Analysis using Retrieval, Modeling, and Prediction
The 17th International Conference on Database Systems for Advanced Applications (DASFAA 2012), Busan, South Korea (2012) (Demo)
[DASFAA 2012]

2011

Albin T., Drews P., Heßeler F., Zimmer (née Ivanescu) A., Seidl T., Abel D.:
A Hybrid Control Approach for Low Temperature Combustion Engine Control
Proc. 50th IEEE Conference on Decision and Control and European Control Conference (CDC ECC 2011), Orlando, Florida (2011)
[CDC ECC 2011]
Beecks C., Zimmer (née Ivanescu) A., Kirchhoff S., Seidl T.:
Modeling Multimedia Contents through Probabilistic Feature Signatures
Proc. 19th ACM International Conference on Multimedia (ACM-MM 2011), Scottsdale, Arizona, USA (2011)
[ACM Multimedia 2011]
Beecks C., Zimmer (née Ivanescu) A., Kirchhoff S., Seidl T.:
Modeling Image Similarity by Gaussian Mixture Models and the Signature Quadratic Form Distance
Proc. 13th IEEE International Conference on Computer Vision (ICCV 2011), Barcelona, Spain (2011)
[ICCV 2011]
Zimmer (née Ivanescu) A., Albin T., Abel D., Seidl T.:
Employing Correlation Clustering for the Identification of Piecewise Affine Models
Workshop on Knowledge Discovery, Modeling and Simulation (KDMS 2011) in conjunction with the 17th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2011), CA, San Diego, USA  P.7-14 (2011) Best Student Paper Award
[KDMS 2011] [KDD 2011]
Beecks C., Zimmer (née Ivanescu) A., Seidl T., Martin D., Pischke P., Kneer R.:
Applying Similarity Search for the Investigation of the Fuel Injection Process
Proc. 4th International Conference on Similarity Search and Applications (SISAP 2011), Lipari, Italy P.117-118 (2011)
[SISAP 2011]
Kremer H., Günnemann S., Zimmer (née Ivanescu) A., Assent I., Seidl T.:
Efficient Processing of Multiple DTW Queries in Time Series Databases
Proc. of the 23nd International Conference on Scientific and Statistical Database Management (SSDBM 2011), Portland, Oregon, USA P.150-167 (2011)
[SSDBM 2011]
Zimmer (née Ivanescu) A., Wichterich M., Seidl T.:
ClasSi: Measuring Ranking Quality in the Presence of Object Classes with Similarity Information
Workshop on Quality Issues, Measures of Interestingness and Evaluation of Data Mining Models (QIMIE 2011), in conjunction with the International Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2011), Shenzhen, China. P.185-196 (2011) classRank.pdf
[PAKDD 2011] [QIMIE 2011] [DOI: 10.1007/978-3-642-28320-8_16]