Publications

24 results

2013

Kremer H.:
Mining and Similarity Search in Temporal Databases
Dissertation, Fakultät für Mathematik, Informatik und Naturwissenschaften, RWTH Aachen University. (2013) Tag der mündlichen Prüfung: 14.10.2013
[PDF] [RWTH Bibliothek] [Apprimus-Verlag]
Günnemann S., Färber I., Raubach S., Seidl T.:
Spectral Subspace Clustering for Graphs with Feature Vectors
Proc. IEEE International Conference on Data Mining (ICDM), Dallas, TX, USA P.231-240 (2013)
[ICDM 2013] [supplementary material]
Beecks C.:
Distance-based Similarity Models for Content-based Multimedia Retrieval
Dissertation, Fakultät für Mathematik, Informatik und Naturwissenschaften, RWTH Aachen University. (2013) Tag der mündlichen Prüfung: 16.07.2013
[RWTH Bibliothek]
Assam R., Seidl T.:
BodyGuards: A Clairvoyant Location Predictor using Frequent Neighbors and Markov Model
Proc. IEEE  10th International Conference on Ubiquitous Intelligence and Computing (UIC-2013), Vietri sul Mare, Italy P.25-32 (2013)
[UIC 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]
Kremer H., Günnemann S., Held A., Seidl T.:
An Evaluation Framework for Temporal Subspace Clustering Approaches
Proc. IEEE International Conference on Data Mining Workshops (ICDMW), Dallas, TX, USA  P.1089-1092 (2013) (Demo)
[ICDM 2013]
Assam R., Seidl T.:
Private Map Matching: Realistic Private Route Cognition on Road Networks
Proc. IEEE  10th International Conference on Ubiquitous Intelligence and Computing (UIC-2013), Vietri sul Mare, Italy P.178-185 (2013)
[UIC 2013]
Helmut Vieritz, Tobias Meisen, Tobias Vaegs, Sabina Jeschke, Hassani M., Beecks C., Seidl T., Matthias Priesters, Irene Mittelberg, Paula Niemietz, Tatiana Serbina, Stella Neumann:
e-cosmos: Cluster-Analysen zeitelastischer, multimodaler Daten in der Linguistik
LingUnite RWTH Aachen Tag der Sprachforschung. (Poster) (2013)
[LingUnite]
Boden B., Haag R., Seidl T.:
Detecting and Exploring Clusters in Attributed Graphs
Proceedings of the 22nd ACM Conference on Information and Knowledge Management (CIKM 2013), San Francisco, CA, USA P.2505-2508 (2013) (Demo)
[CIKM 2013] [Plugin website]
Müller E., Günnemann S., Färber I., Seidl T.:
Discovering Multiple Clustering Solutions: Grouping Objects in Different Views of the Data
Tutorial at the 30th International Conference on Machine Learning (ICML 2013), Atlanta, USA (2013)
[ICML 2013] [Tutorial Website]
Ayman Tarakji, Hassani M., Stefan Lankes, Seidl T.:
Using a Multitasking GPU Environment for Content-Based Similarity Measures of Big Data
In Proceedings of the 13th International Conference onComputational Science and its Applications (ICCSA 2013) in Ho Chi Minh City, Vietnam. Part V, LNCS 7975. P.181-196 (2013)
[ICCSA]
Boden B., Günnemann S., Hoffmann H., Seidl T.:
RMiCS: A Robust Approach for Mining Coherent Subgraphs in Edge-Labeled Multi-Layer Graphs
Proc. of the 25th International Conference on Scientific and Statistical Database Management (SSDBM 2013), Baltimore, Maryland, USA P.23 (2013)
[SSDBM 2013] [Supplementary Material]
Christoph Quix, Johannes Barnickel, Sandra Geisler, Hassani M., Saim Kim, Xiang Li, Andreas Lorenz, Till Quadflieg, Thomas Gries, Matthias Jarke, Steffen Leonhardt, Ulrike Meyer, Seidl T.:
HealthNet: A System for Mobile and Wearable Health Information Management
Proc. of the 3rd International Workshop on Information Management in Mobile Applications (IMMoA 2013) in conjunction with VLDB 2013, Riva del Garda, Trento, Italy. P.36-43 (2013)
[IMMoA 2013] [VLDB 2013]
Kremer H., Günnemann S., Wollwage S., Seidl T.:
Nesting the Earth Mover's Distance for Effective Cluster Tracing
Proc. of the 25th International Conference on Scientific and Statistical Database Management (SSDBM), Baltimore, Maryland, USA P.34:1-34:4 (2013)
[SSDBM 2013]
Assam R., Seidl T.:
A Model for Context-Aware Location Identity Preservation using Differential Privacy
Proceedings of the 12th IEEE International Conference on Trust, Security and Privacy in Computing and Communications (IEEE TrustCom-13), Melbourne, Australia P.346-353 (2013)
[IEEE TrustCom 2013]
Beecks C., Uysal M., Driessen P., Seidl T.:
Content-Based Exploration of Multimedia Databases
Proc. of International Workshop on Content-Based Multimedia Indexing (CBMI 2013), Veszprém, Hungary, 17-19 June 2013 P.59 - 64 (2013)
[CBMI 2013]
Beecks C., Kirchhoff S., Seidl T.:
Signature Matching Distance for Content-based Image Retrieval
Proc. ACM International Conference on Multimedia Retrieval (ICMR 2013), Dallas, Texas, USA P.41-48 (2013) p41-beecks.pdf
[ICMR 2013]
Hassani M., Kim Y., Seungjin Choi, Seidl T.:
Effective Evaluation Measures for Subspace Clustering of Data Streams
The third Quality issues, measures of interestingness and evaluation of data mining models workshop (QIMIE'13), held in conjunction with PAKDD'13 conference (17th Pacific-Asia Conference on Knowledge Discovery and Data Mining, Gold Coast, Australia) P.342-353 (2013)
[QIMIE13] [PAKDD13]
Hassani M., Kim Y., Seidl T.:
Subspace MOA: Subspace Stream Clustering Evaluation Using the MOA Framework
The 18th International Conference on Database Systems for Advanced Applications (DASFAA 2013), Wuhan, China (Best Demo Award Runner-Up) P.446-449 (2013) (Demo)
[DASFAA 2013]
Günnemann S., Boden B., Färber I., Seidl T.:
Efficient Mining of Combined Subspace and Subgraph Clusters in Graphs with Feature Vectors
Proceedings of the 17th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2013), Gold Coast, Queensland, Australia P.261-275 (2013)
[Supplementary Material]
Seidl T., Fries S., Boden B.:
MR-DSJ: Distance-Based Self-Join for Large-Scale Vector Data Analysis with MapReduce
15. GI-Fachtagung Datenbanksysteme für Business, Technologie und Web (BTW 2013), Magdeburg, Germany P.37-56 (2013)
Hetland M. L., Skopal T., Lokoč J., Beecks C.:
Ptolemaic Access Methods: Challenging the Reign of the Metric Space Model
Information Systems, Elsevier (2013)