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The topics associated to the KMi publications listed in this page were automatically generated using the CSO Classifier, a solution developed by the SKM3 team in KMi. This technology has also been adopted by Springer Nature and is used routinely by them to generate automatically the metadata for all Computer Science conference proceedings they publish.

Showing all 13 Publications linked to Stefanie Nowak

Stefanie Nowak Member status icon

Visiting Researcher
Stefanie Nowak Photograph

I was a research visitor at KMi between October 2009 and January 2010 and used my time there to learn and work on my PhD. Normally I am employed at the Fraunhofer Institute for Digital Media Technology in Ilmenau, Germany. The project I am there working on is called THESEUS. In THESEUS I am concerned with the evaluation of multimedia analysis and retrieval approaches.

In my PhD I am concerned with the combination of ontologies with automatic annotation algorithms for photos and...

Keys: Image Annotation, Ontologies, Evaluation, Benchmarks,


Publications | Visit External Site for Details Publications | Visit External Site for Details  

Nowak, S., Llorente, A., Motta, E. and Rueger, S. (2010) The Effect of Semantic Relatedness Measures on Multi-label Classification Evaluation, Proceedings of the ACM International Conference on Image and Video Retrieval, Xi'an, China, pp. 303-310

Topics: automatic classification

Publications related to: automatic classification

Nowak, S.

classification methods

Publications related to: classification methods

Nowak, S.

computer systems

Publications related to: computer systems

Nowak, S.

hierarchical structures

Publications related to: hierarchical structures

Nowak, S.

hierarchical system

Publications related to: hierarchical system

Nowak, S.

image classification

Publications related to: image classification

Nowak, S.

imaging systems

Publications related to: imaging systems

Nowak, S.

lexical database

Publications related to: lexical database

Nowak, S.

lexical semantics

Publications related to: lexical semantics

Nowak, S.

linguistics

Publications related to: linguistics

Nowak, S.

natural language processing

Publications related to: natural language processing

Nowak, S.

ontology

Publications related to: ontology

Nowak, S.

search engines

Publications related to: search engines

Nowak, S.

semantic distance

Publications related to: semantic distance

Nowak, S.

semantic information

Publications related to: semantic information

Nowak, S.

semantic similarity

Publications related to: semantic similarity

Nowak, S.

semantics

Publications related to: semantics

Nowak, S.

supervised classification

Publications related to: supervised classification

Nowak, S.

text classification

Publications related to: text classification

Nowak, S.

text processing

Publications related to: text processing

Nowak, S.

vocabulary

Publications related to: vocabulary

Nowak, S.

wordnet

Publications related to: wordnet

Nowak, S.

world wide web

Publications related to: world wide web

Nowak, S.



Publications | Visit External Site for Details  

Nowak, S. and Rueger, S. (2010) How reliable are annotations via crowdsourcing? a study about inter-annotator agreement for multi-label image annotation, The 11th ACM International Conference on Multimedia Information Retrieval (MIR), Philadelphia, USA

Topics: color image processing

Publications related to: color image processing

Nowak, S.

color images

Publications related to: color images

Nowak, S.

correlation analysis

Publications related to: correlation analysis

Nowak, S.

image annotation

Publications related to: image annotation

Nowak, S.

image matching

Publications related to: image matching

Nowak, S.

image quality

Publications related to: image quality

Nowak, S.

image retrieval

Publications related to: image retrieval

Nowak, S.

mathematics

Publications related to: mathematics

Nowak, S.

pattern recognition

Publications related to: pattern recognition

Nowak, S.

reference image

Publications related to: reference image

Nowak, S.

semantic information

Publications related to: semantic information

Nowak, S.

semantics

Publications related to: semantics

Nowak, S.



Publications | Visit External Site for Details  

Nowak, S., Lukashevich, H., Dunker, P. and Rueger, S. (2010) Performance measures for multilabel evaluation, The 11th ACM International Conference on Multimedia Information Retrieval (MIR), Philadelphia, PA, USA

Topics: computer science

Publications related to: computer science

Nowak, S.

image annotation

Publications related to: image annotation

Nowak, S.

image retrieval

Publications related to: image retrieval

Nowak, S.

information retrieval

Publications related to: information retrieval

Nowak, S.

multimedia documents

Publications related to: multimedia documents

Nowak, S.

multimedia systems

Publications related to: multimedia systems

Nowak, S.

ontology

Publications related to: ontology

Nowak, S.

random number generation

Publications related to: random number generation

Nowak, S.

random numbers

Publications related to: random numbers

Nowak, S.

semantic information

Publications related to: semantic information

Nowak, S.

semantics

Publications related to: semantics

Nowak, S.



 

Brandenburg, K., (2009) Music search and recommendation Handbook of Multimedia for Digital Entertainment and Arts, eds. Borko Furht, Springer


Publications | Download PDF  

Nowak, S. and Dunker, P. (2009) Overview of the CLEF 2009 Large-scale Visual Concept Detection and Annotation Task, CLEF 2009 Workshop, Corfu, Greece


 

Nowak, S. and Dunker, P. (2009) A Consumer Photo Tagging Ontology: Concepts and Annotations, THESEUS/ImageCLEF Pre-Workshop 2009, co-located with CLEF 2009 Workshop, Corfu, Greece


 

Lukashevich, H. and Nowak, S. (2009) Using One-Class SVM Outliers Detection for Verification of Collaboratively Tagged Image Training Sets, International Conference on Multimedia and Expo (ICME) 2009, New York, USA


 

Dunker, P., Dittmar, C., Begau, A., Nowak, S. and Gruhne, M. (2009) Semantic High-level Features for Automated Cross-Modal Slideshow Generation, Content-based Multimedia Indexing (CBMI) 2009, Chania, Greece


Publications | Download PDF  

Dunker, P., Paduschek, R., Dittmar, C., Nowak, S. and Gruhne, M. (2009) Evaluation of an Image and Music Indexing Prototype, Workshop: Audiovisuelle Medien, Chemnitz, Germany Workshop Audiovisuelle Medien, eds. Maximilian Eibl, Jens Kürsten, Marc Ritter


Publications | Download PDF  

Nowak, S. and Lukashevich, H. (2009) Multilabel Classification Evaluation using Ontology Information, Workshop: Workshop on Inductive Reasoning and Machine Learning on the Semantic Web (IRMLeS) at European Semantic Web Conference (ESWC) 2009, Heraklion, Greece


 

Dunker, P., Nowak, S., Begau, A. and Lanz, C. (2008) Content-based Mood Classification for Photos and Music: A generic multi-modal Classification Framework and Evaluation Approach, Interanational Conference on Multimedia Information Retrieval (MIR) 2008, Vancouver, Canada


 

Nowak, S., Dunker, P. and Paduscheck, R. (2008) THESEUS meets ImageCLEF: Combining Evaluation Strategies for a new Visual Concept Detection Task 2009, Aarhus, Denmark Evaluating Systems for Multilingual and Multimodal Information Access - 9th Workshop of the Cross-Language Evaluation Forum, Revised and Selected Papers, eds. Peters, C.; Deselaers, Th.; Ferro, N.; Gonzalo, J.; Jones, G.J.F.; Kurimo, M.; Mandl, Th.; Peņas, A.; Petras, V., 5706, pp. 1002, Lecture Notes in Computer Science


 

Nowak, S., Bastuck, C. and Dittmar, C. (2008) Exploring Music Collections through automatic Similarity Visualization, DAGA, Dresden, Germany Tagungsband der DAGA Fortschritte der Akustik


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