Philipp Kranen

According to our database, Philipp Kranen authored at least 27 papers between 2008 and 2014.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2014

Inverse predictions on continuous models in scientific databases.

Anca Maria Zimmer, Philip Driessen, Philipp Kranen, Thomas Seidl

Proceedings of the Conference on Scientific and Statistical Database Management, 2014

Subspace anytime stream clustering.

Marwan Hassani, Philipp Kranen, Rajveer Saini, Thomas Seidl

Proceedings of the Conference on Scientific and Statistical Database Management, 2014

2012

An Index-Inspired Algorithm for Anytime Classification on Evolving Data Streams.

Philipp Kranen, Ira Assent, Thomas Seidl

Datenbank-Spektrum, 2012

BT* - An Advanced Algorithm for Anytime Classification.

Philipp Kranen, Marwan Hassani, Thomas Seidl

Proceedings of the Scientific and Statistical Database Management, 2012

Hinging Hyperplane Models for Multiple Predicted Variables.

Anca Maria Ivanescu, Philipp Kranen, Thomas Seidl

Proceedings of the Scientific and Statistical Database Management, 2012

Stream Data Mining Using the MOA Framework.

Philipp Kranen, Hardy Kremer, Timm Jansen, Thomas Seidl, Albert Bifet, Geoff Holmes, Bernhard Pfahringer, Jesse Read

Proceedings of the Database Systems for Advanced Applications, 2012

PA-Miner: Process Analysis Using Retrieval, Modeling, and Prediction.

Anca Maria Ivanescu, Philipp Kranen, Manfred Smieschek, Philip Driessen, Thomas Seidl

Proceedings of the Database Systems for Advanced Applications, 2012

AnyOut: Anytime Outlier Detection on Streaming Data.

Ira Assent, Philipp Kranen, Corinna Baldauf, Thomas Seidl

Proceedings of the Database Systems for Advanced Applications, 2012

A tool for automated evaluation of algorithms.

Philipp Kranen, Stephan Wels, Tim Rohlfs, Sebastian Raubach, Thomas Seidl

Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

2011

Anytime algorithms for stream data mining.

Philipp Kranen

PhD thesis, 2011

The ClusTree: indexing micro-clusters for anytime stream mining.

Philipp Kranen, Ira Assent, Corinna Baldauf, Thomas Seidl

Knowl. Inf. Syst., 2011

Hierarchical Clustering for Real-Time Stream Data with Noise.

Philipp Kranen, Felix Reidl, Fernando Sánchez Villaamil, Thomas Seidl

Proceedings of the Scientific and Statistical Database Management, 2011

MOA: A Real-Time Analytics Open Source Framework.

Albert Bifet, Geoff Holmes, Bernhard Pfahringer, Jesse Read, Philipp Kranen, Hardy Kremer, Timm Jansen, Thomas Seidl

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2011

Noise-aware Concise Clustering of Streaming Sensor Data in a Logarithmic Time.

Marwan Hassani, Philipp Kranen, Thomas Seidl

Proceedings of the Report of the symposium "Lernen, 2011

An effective evaluation measure for clustering on evolving data streams.

Hardy Kremer, Philipp Kranen, Timm Jansen, Thomas Seidl, Albert Bifet, Geoff Holmes, Bernhard Pfahringer

Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011

2010

MOA: Massive Online Analysis, a Framework for Stream Classification and Clustering.

Albert Bifet, Geoff Holmes, Bernhard Pfahringer, Philipp Kranen, Hardy Kremer, Timm Jansen, Thomas Seidl

Proceedings of the First Workshop on Applications of Pattern Analysis, 2010

MC-Tree: Improving Bayesian Anytime Classification.

Philipp Kranen, Stephan Günnemann, Sergej Fries, Thomas Seidl

Proceedings of the Scientific and Statistical Database Management, 2010

Bulk Loading Hierarchical Mixture Models for Efficient Stream Classification.

Philipp Kranen, Ralph Krieger, Stefan Denker, Thomas Seidl

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2010

Detecting outliers on arbitrary data streams using anytime approaches.

Ira Assent, Philipp Kranen, Corinna Baldauf, Thomas Seidl

Proceedings of the First International Workshop on Novel Data Stream Pattern Mining Techniques, 2010

Clustering Performance on Evolving Data Streams: Assessing Algorithms and Evaluation Measures within MOA.

Philipp Kranen, Hardy Kremer, Timm Jansen, Thomas Seidl, Albert Bifet, Geoff Holmes, Bernhard Pfahringer

Proceedings of the ICDMW 2010, 2010

Air-Indexing on Error Prone Communication Channels.

Emmanuel Müller, Philipp Kranen, Michael Nett, Felix Reidl, Thomas Seidl

Proceedings of the Database Systems for Advanced Applications, 2010

2009

Harnessing the strengths of anytime algorithms for constant data streams.

Philipp Kranen, Thomas Seidl

Data Min. Knowl. Discov., 2009

Using Index Structures for Anytime Stream Mining.

Philipp Kranen, Thomas Seidl

Proceedings of the VLDB 2009 PhD Workshop. Co-located with the 35th International Conference on Very Large Data Bases (VLDB 2009). Lyon, 2009

Self-Adaptive Anytime Stream Clustering.

Philipp Kranen, Ira Assent, Corinna Baldauf, Thomas Seidl

Proceedings of the ICDM 2009, 2009

Indexing density models for incremental learning and anytime classification on data streams.

Thomas Seidl, Ira Assent, Philipp Kranen, Ralph Krieger, Jennifer Herrmann

Proceedings of the EDBT 2009, 2009

2008

Efficient EMD-based similarity search in multimedia databases via flexible dimensionality reduction.

Marc Wichterich, Ira Assent, Philipp Kranen, Thomas Seidl

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2008

Mobile Mining and Information Management in HealthNet Scenarios.

Philipp Kranen, David Kensche, Saim Kim, Nadine Zimmermann, Emmanuel Müller, Christoph Quix, Xiang Li, Thomas Gries, Thomas Seidl, Matthias Jarke, Steffen Leonhardt

Proceedings of the 9th International Conference on Mobile Data Management (MDM 2008), 2008