Frank Höppner

ORCID

Publication Activity (10 Years)

Years Active: 2000-2023
Publications (10 Years): 17

Top Venues

Braunschweig University of Technology, Germany (PHD)

Education History

Braunschweig University of Technology, Germany

PHD

Publications

Lea Eileen Brauner, Frank Höppner
Enhancing Computer Science Education by Automated Analysis of Students' Code Submissions. ECAI Workshops (2) (2023)
Maximilian Jahnke, Frank Höppner
Is there Method in Your Mistakes? Capturing Error Contexts by Graph Mining for Targeted Feedback. EDM (2022)
Frank Höppner
Grouping Source Code by Solution Approaches - Improving Feedback in Programming Courses. EDM (2021)
Frank Höppner
Taking benefit from fellow students code without copying off - making better use of students collective work. DeLFI (2020)
Frank Höppner, Maximilian Jahnke
Enriched Weisfeiler-Lehman Kernel for Improved Graph Clustering of Source Code. IDA (2020)
Frank Höppner
Multidimensional Decision Tree Splits to Improve Interpretability. KES (2020)
Frank Höppner, Maximilian Jahnke
Holistic Assessment of Structure Discovery Capabilities of Clustering Algorithms. ECML/PKDD (1) (2019)
Markus Wohlan, Yannik Schröder, Frank Höppner
Generating "Who Wants to Be a Millionaire?" Questions Sets Automatically from Wikidata. SEMANTiCS Posters&Demos (2019)
Frank Höppner
Measuring Instruction Comprehension by Mining Memory Traces for Early Formative Feedback in Java Courses. ITiCSE (2019)
Frank Höppner, Jan-Hendrik Hemmje
Zur automatischen Erkennung von Fehlkonzepten bei Java-Einsteigern durch Analyse von Speicher-Protokollen. DeLFI (2018)
Frank Höppner
Improving time series similarity measures by integrating preprocessing steps. Data Min. Knowl. Discov. 31 (3) (2017)
Robin Goltermann, Frank Höppner
Internalizing a Viable Mental Model of Program Execution in First Year Programming Courses. ABP (2017)
Frank Höppner, Tobias Sobek
A Multiscale Bezier-Representation for Time Series that Supports Elastic Matching. ECML/PKDD (2) (2017)
Michael R. Berthold, Frank Höppner
On Clustering Time Series Using Euclidean Distance and Pearson Correlation. CoRR (2016)
Tobias Sobek, Frank Höppner
Visual Perception of Discriminative Landmarks in Classified Time Series. IDA (2016)
Frank Höppner
Optimal Filtering for Time Series Classification. IDEAL (2015)
Bastian Schulten, Frank Höppner
Zur Einschätzung von Programmierfähigkeiten - Jedem Programmieranfänger über die Schultern schauen. ABP (2015)
Frank Höppner
Efficient Identification of Subspaces with Small but Substantive Clusters in Noisy Datasets. LWA (2014)
Frank Höppner, Sebastian Peter
Temporal interval pattern languages to characterize time flow. WIREs Data Mining Knowl. Discov. 4 (3) (2014)
Frank Höppner
A subspace filter supporting the discovery of small clusters in very noisy datasets. SSDBM (2014)
Frank Höppner
Less is More: Similarity of Time Series under Linear Transformations. SDM (2014)
Anke Schweier, Frank Höppner
Finding the Intrinsic Patterns in a Collection of Time Series. IDA (2014)
Sebastian Peter, Frank Höppner, Michael R. Berthold
Pattern Graphs: Combining Multivariate Time Series and Labelled Interval Sequences for Classification. SGAI Conf. (2013)
Sebastian Peter, Frank Höppner, Michael R. Berthold
Learning Pattern Graphs for Multivariate Temporal Pattern Retrieval. IDA (2012)
Frank Klawonn, Frank Höppner, Balasubramaniam Jayaram
What are Clusters in High Dimensions and are they Difficult to Find? CHDD (2012)
Sebastian Peter, Frank Höppner, Michael R. Berthold
Pattern graphs: A knowledge-based tool for multivariate temporal pattern retrieval. IEEE Conf. of Intelligent Systems (2012)
Frank Klawonn, Frank Höppner, Sigrun May
An Alternative to ROC and AUC Analysis of Classifiers. IDA (2011)
Sebastian Peter, Frank Höppner
Finding Temporal Patterns Using Constraints on (Partial) Absence, Presence and Duration. KES (1) (2010)
Bernd Wiswedel, Frank Höppner, Michael R. Berthold
Learning in parallel universes. Data Min. Knowl. Discov. 21 (1) (2010)
Frank Höppner, Frank Klawonn
Compensation of Translational Displacement in Time Series Clustering Using Cross Correlation. IDA (2009)
Frank Höppner
Structure Has Been Discovered? MLDM (2009)
Mirko Böttcher, Frank Höppner, Myra Spiliopoulou
On exploiting the power of time in data mining. SIGKDD Explor. 10 (2) (2008)
Katharina Tschumitschew, Frank Klawonn, Frank Höppner, Vitaliy Kolodyazhniy
Landscape Multidimensional Scaling. IDA (2007)
Frank Höppner, Mirko Böttcher
Reliably Capture Local Clusters in Noisy Domains From Parallel Universes. Parallel Universes and Local Patterns (2007)
Frank Höppner, Mirko Böttcher
Matching Partitions over Time to Reliably Capture Local Clusters in Noisy Domains. PKDD (2007)
Frank Höppner, Alexander Topp
Classification Based on the Trace of Variables over Time. IDEAL (2007)
Frank Klawonn, Frank Höppner
Equi-sized, Homogeneous Partitioning. KES (2) (2006)
Frank Höppner
Objective Function-based Discretization. GfKl (2005)
Frank Höppner
Local Pattern Detection and Clustering. Local Pattern Detection (2004)
Michael R. Berthold, Marco Ortolani, David E. Patterson, Frank Höppner, Ondine Callan, Heiko Hofer
Fuzzy information granules in time series data. Int. J. Intell. Syst. 19 (7) (2004)
Frank Höppner, Frank Klawonn
A contribution to convergence theory of fuzzy c-means and derivatives. IEEE Trans. Fuzzy Syst. 11 (5) (2003)
Frank Klawonn, Frank Höppner
An alternative approach to the fuzzifier in fuzzy clustering to obtain better clustering. EUSFLAT Conf. (2003)
Frank Höppner, Frank Klawonn
Improved fuzzy partitions for fuzzy regression models. Int. J. Approx. Reason. 32 (2-3) (2003)
Frank Klawonn, Frank Höppner
What Is Fuzzy about Fuzzy Clustering? Understanding and Improving the Concept of the Fuzzifier. IDA (2003)
Frank Höppner
Time Series Abstraction Methods - A Survey. GI Jahrestagung (2002)
Frank Höppner
Discovery of Core Episodes from Sequences. Pattern Detection and Discovery (2002)
Frank Höppner
Handling Feature Ambiguity in Knowledge Discovery from Time Series. Discovery Science (2002)
Frank Höppner, Frank Klawonn, Patrik Eklund
Learning indistinguishability from data. Soft Comput. 6 (1) (2002)
Marco Ortolani, Heiko Hofer, David E. Patterson, Frank Höppner, Michael R. Berthold
Fuzzy information granules in time series data. FUZZ-IEEE (2002)
Frank Höppner
Speeding up fuzzy c-means: using a hierarchical data organisation to control the precision of membership calculation. Fuzzy Sets Syst. 128 (3) (2002)
Frank Höppner, Frank Klawonn
Finding informative rules in interval sequences. Intell. Data Anal. 6 (3) (2002)
Frank Höppner
Discovery of Temporal Patterns. Learning Rules about the Qualitative Behaviour of Time Series. PKDD (2001)
Frank Höppner, Frank Klawonn
Finding Informative Rules in Interval Sequences. IDA (2001)
Frank Höppner, Frank Klawonn
Obtaining interpretable fuzzy models from fuzzy clustering and fuzzy regression. KES (2000)

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Publication Activity (10 Years)

Top Topics

Top Venues

Frank Höppner