Philipp Kranen

1.1k total citations
16 papers, 533 citations indexed

About

Philipp Kranen is a scholar working on Artificial Intelligence, Signal Processing and Information Systems. According to data from OpenAlex, Philipp Kranen has authored 16 papers receiving a total of 533 indexed citations (citations by other indexed papers that have themselves been cited), including 14 papers in Artificial Intelligence, 9 papers in Signal Processing and 3 papers in Information Systems. Recurrent topics in Philipp Kranen's work include Data Stream Mining Techniques (13 papers), Anomaly Detection Techniques and Applications (7 papers) and Time Series Analysis and Forecasting (6 papers). Philipp Kranen is often cited by papers focused on Data Stream Mining Techniques (13 papers), Anomaly Detection Techniques and Applications (7 papers) and Time Series Analysis and Forecasting (6 papers). Philipp Kranen collaborates with scholars based in Germany, Denmark and New Zealand. Philipp Kranen's co-authors include Thomas Seidl, Ira Assent, Albert Bifet, Timm Jansen, Geoffrey Holmes, Hardy Kremer, Bernhard Pfahringer, Marwan Hassani, Ralph Krieger and Jennifer Herrmann and has published in prestigious journals such as Data Mining and Knowledge Discovery, Knowledge and Information Systems and Research Commons (University of Waikato).

In The Last Decade

Philipp Kranen

15 papers receiving 492 citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Philipp Kranen Germany	10	439	237	101	82	69	16	533
Yunyue Zhu United States	10	259 0.6×	396 1.7×	127 1.3×	71 0.9×	107 1.6×	16	580
Hardy Kremer Germany	9	264 0.6×	164 0.7×	46 0.5×	59 0.7×	33 0.5×	19	345
Elke Achtert Germany	12	216 0.5×	227 1.0×	63 0.6×	84 1.0×	127 1.8×	15	394
Ignazio Pillai Italy	12	369 0.8×	100 0.4×	115 1.1×	230 2.8×	133 1.9×	14	485
Yew-Kwong Woon Singapore	6	257 0.6×	114 0.5×	62 0.6×	91 1.1×	31 0.4×	9	339
Dragomir Yankov United States	10	235 0.5×	231 1.0×	62 0.6×	43 0.5×	104 1.5×	27	398
Jürgen Beringer Germany	5	265 0.6×	98 0.4×	30 0.3×	30 0.4×	76 1.1×	5	308
Ammar Shaker Germany	8	397 0.9×	100 0.4×	57 0.6×	45 0.5×	25 0.4×	18	466
Zied Elouedi Tunisia	5	275 0.6×	119 0.5×	251 2.5×	75 0.9×	12 0.2×	10	378
Ralph Krieger Germany	11	332 0.8×	254 1.1×	27 0.3×	114 1.4×	154 2.2×	19	473

Countries citing papers authored by Philipp Kranen

Since Specialization

Citations

This map shows the geographic impact of Philipp Kranen's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Philipp Kranen with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Philipp Kranen more than expected).

Fields of papers citing papers by Philipp Kranen

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Philipp Kranen. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Philipp Kranen. The network helps show where Philipp Kranen may publish in the future.

Co-authorship network of co-authors of Philipp Kranen

This figure shows the co-authorship network connecting the top 25 collaborators of Philipp Kranen. A scholar is included among the top collaborators of Philipp Kranen based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Philipp Kranen. Philipp Kranen is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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16 of 16 papers shown

Kranen, Philipp, et al.. (2014). Inverse predictions on continuous models in scientific databases. 1–12. 1 indexed citations

Hassani, Marwan, et al.. (2014). Subspace anytime stream clustering. 1–4. 14 indexed citations

Kranen, Philipp, Ira Assent, & Thomas Seidl. (2012). An Index-Inspired Algorithm for Anytime Classification on Evolving Data Streams. Datenbank-Spektrum. 12(1). 43–50.

Kranen, Philipp & Thomas Seidl. (2011). Anytime algorithms for stream data mining. RWTH Publications (RWTH Aachen). 3 indexed citations

Kremer, Hardy, Philipp Kranen, Timm Jansen, et al.. (2011). An effective evaluation measure for clustering on evolving data streams. 868–876. 56 indexed citations

Hassani, Marwan, Philipp Kranen, & Thomas Seidl. (2011). Precise anytime clustering of noisy sensor data with logarithmic complexity. 52–60. 12 indexed citations

Bifet, Albert, Geoffrey Holmes, Bernhard Pfahringer, et al.. (2010). MOA: Massive Online Analysis, a framework for stream classification and clustering.. RWTH Publications (RWTH Aachen). 44–50. 135 indexed citations

Assent, Ira, et al.. (2010). Detecting outliers on arbitrary data streams using anytime approaches. VBN Forskningsportal (Aalborg Universitet). 10–15. 3 indexed citations

Kranen, Philipp, Hardy Kremer, Timm Jansen, et al.. (2010). Clustering Performance on Evolving Data Streams: Assessing Algorithms and Evaluation Measures within MOA. Research Commons (University of Waikato). 1400–1403. 14 indexed citations

10.

Kranen, Philipp, et al.. (2010). The ClusTree: indexing micro-clusters for anytime stream mining. Knowledge and Information Systems. 29(2). 249–272. 166 indexed citations

11.

Kranen, Philipp & Thomas Seidl. (2009). Using Index Structures for Anytime Stream Mining. RWTH Publications (RWTH Aachen). 2 indexed citations

12.

Kranen, Philipp & Thomas Seidl. (2009). Harnessing the strengths of anytime algorithms for constant data streams. Data Mining and Knowledge Discovery. 19(2). 245–260. 12 indexed citations

13.

Kranen, Philipp, et al.. (2009). Self-Adaptive Anytime Stream Clustering. VBN Forskningsportal (Aalborg Universitet). 249–258. 44 indexed citations

14.

Seidl, Thomas, Ira Assent, Philipp Kranen, Ralph Krieger, & Jennifer Herrmann. (2009). Indexing density models for incremental learning and anytime classification on data streams. VBN Forskningsportal (Aalborg Universitet). 311–322. 25 indexed citations

15.

Assent, Ira, et al.. (2008). Efficient EMD-based similarity search in multimedia databases via flexible dimensionality reduction. VBN Forskningsportal (Aalborg Universitet). 199–212. 38 indexed citations

16.

Kranen, Philipp, David Kensche, Christoph Quix, et al.. (2008). Mobile Mining and Information Management in HealthNet Scenarios. Publikationsdatenbank der Fraunhofer-Gesellschaft (Fraunhofer-Gesellschaft). 215–216. 8 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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