Stefan M. Rüger

According to our database1, Stefan M. Rüger authored at least 119 papers between 1995 and 2016.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Bibliography

2016
Adverse Drug Reaction Classification With Deep Neural Networks.
Proceedings of the COLING 2016, 2016

2015
ICMR 2014: 4th ACM International Conference on Multimedia Retrieval.
SIGIR Forum, 2015

Learning Higher-Level Features with Convolutional Restricted Boltzmann Machines for Sentiment Analysis.
Proceedings of the Advances in Information Retrieval, 2015

Movement description and gesture recognition for live media arts.
Proceedings of the 12th European Conference on Visual Media Production, 2015

2014
ACM International Conference on Multimedia Retrieval (ICMR 2014).
IEEE MultiMedia, 2014

2013
7th Russian summer school in information retrieval (RuSSIR 2013).
SIGIR Forum, 2013

Trends in semantic and digital media technologies.
Multimedia Tools Appl., 2013

Challenges of finding aesthetically pleasing images.
Proceedings of the 14th International Workshop on Image Analysis for Multimedia Interactive Services, 2013

2012
Weakly Supervised Joint Sentiment-Topic Detection from Text.
IEEE Trans. Knowl. Data Eng., 2012

Using manual and automated annotations to search images by semantic similarity.
Multimedia Tools Appl., 2012

Special issue on advances in web intelligence.
Neurocomputing, 2012

2011
View of the world according to Wikipedia: Are we all little Steinbergs?
J. Comput. Science, 2011

Introduction to special issue on the second international conference on the theory of information retrieval.
Inf. Retr., 2011

Special Issue Review: Neurocomputing - Special Issue on Advances in Web Intelligence.
IEEE Intelligent Informatics Bulletin, 2011

An Information Foraging Theory Based User Study of an Adaptive User Interaction Framework for Content-Based Image Retrieval.
Proceedings of the Advances in Multimedia Modeling, 2011

Knowledge discovery in the web: potential, automation and limits.
Proceedings of the I-KNOW 2011, 2011

Multimedia Resource Discovery.
Proceedings of the Advanced Topics in Information Retrieval, 2011

2010
An information-theoretic framework for semantic-multimedia retrieval.
ACM Trans. Inf. Syst., 2010

ECIR 2010: 32nd european conference on information retrieval research.
SIGIR Forum, 2010

Integrating multiple document features in language models for expert finding.
Knowl. Inf. Syst., 2010

Multimedia information retrieval.
Proceedings of the Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2010

How reliable are annotations via crowdsourcing: a study about inter-annotator agreement for multi-label image annotation.
Proceedings of the 11th ACM SIGMM International Conference on Multimedia Information Retrieval, 2010

Performance measures for multilabel evaluation: a case study in the area of image classification.
Proceedings of the 11th ACM SIGMM International Conference on Multimedia Information Retrieval, 2010

NewsRoom: an information-seeking support system for news videos.
Proceedings of the 11th ACM SIGMM International Conference on Multimedia Information Retrieval, 2010

Scaling Up High-Value Retrieval to Medium-Volume Data.
Proceedings of the Advances in Multidisciplinary Retrieval, 2010

Applying information foraging theory to understand user interaction with content-based image retrieval.
Proceedings of the Information Interaction in Context Symposium, 2010

Recent Developments in Information Retrieval.
Proceedings of the Advances in Information Retrieval, 2010

The effect of semantic relatedness measures on multi-label classification evaluation.
Proceedings of the 9th ACM International Conference on Image and Video Retrieval, 2010

Image retrieval using Markov Random Fields and global image features.
Proceedings of the 9th ACM International Conference on Image and Video Retrieval, 2010

How Quantum Theory Is Developing the Field of Information Retrieval.
Proceedings of the Quantum Informatics for Cognitive, 2010

An Overview of Evaluation Campaigns in Multimedia Retrieval.
Proceedings of the ImageCLEF, Experimental Evaluation in Visual Information Retrieval, 2010

2009
Multimedia Information Retrieval
Synthesis Lectures on Information Concepts, Retrieval, and Services, Morgan & Claypool Publishers, 2009

Integrating multiple windows and document features for expert finding.
JASIST, 2009

Keynote Talk: More than a Thousand Words.
Proceedings of the Semantic Multimedia, 2009

Image Annotation Refinement Using Web-Based Keyword Correlation.
Proceedings of the Semantic Multimedia, 2009

Conservation of effort in feature selection for image annotation.
Proceedings of the 2009 IEEE International Workshop on Multimedia Signal Processing, 2009

A Four-Factor User Interaction Model for Content-Based Image Retrieval.
Proceedings of the Advances in Information Retrieval Theory, 2009

Using Second Order Statistics to Enhance Automated Image Annotation.
Proceedings of the Advances in Information Retrieval, 2009

Dimension-Specific Search for Multimedia Retrieval.
Proceedings of the Database Systems for Advanced Applications, 2009

Exploring the Semantics behind a Collection to Improve Automated Image Annotation.
Proceedings of the Multilingual Information Access Evaluation II. Multimedia Experiments, 2009

MMIS at ImageCLEF 2009: Non-parametric Density Estimation Algorithms.
Proceedings of the Working Notes for CLEF 2009 Workshop co-located with the 13th European Conference on Digital Libraries (ECDL 2009) , Corfù, Greece, September 30, 2009

Enabling Effective User Interactions in Content-Based Image Retrieval.
Proceedings of the Information Retrieval Technology, 2009

Multimedia Resource Discovery.
Proceedings of the Information Retrieval: Searching in the 21st Century, 2009

2008
Using co-occurrence models for placename disambiguation.
International Journal of Geographical Information Science, 2008

Two Step Relevance Feedback for Semantic Disambiguation in Image Retrieval.
Proceedings of the Visual Information Systems. Web-Based Visual Information Search and Management, 2008

Semantic Video Annotation using Background Knowledge and Similarity-based Video Retrieval.
Proceedings of the TRECVID 2008 workshop participants notebook papers, 2008

Exploring multimedia in a keyword space.
Proceedings of the 16th International Conference on Multimedia 2008, 2008

Locality condensation: a new dimensionality reduction method for image retrieval.
Proceedings of the 16th International Conference on Multimedia 2008, 2008

International workshop on recommendation and collaboration (ReColl 2008).
Proceedings of the 13th International Conference on Intelligent User Interfaces, 2008

Dissimilarity measures for content-based image retrieval.
Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008

Facilitating Query Decomposition in Query Language Modeling by Association Rule Mining Using Multiple Sliding Windows.
Proceedings of the Advances in Information Retrieval , 2008

Robust Query-Specific Pseudo Feedback Document Selection for Query Expansion.
Proceedings of the Advances in Information Retrieval , 2008

MMIS at GeoCLEF 2008: Experiments in GIR.
Proceedings of the Working Notes for CLEF 2008 Workshop co-located with the 12th European Conference on Digital Libraries (ECDL 2008) , 2008

Geographic and Textual Data Fusion in Forostar.
Proceedings of the Evaluating Systems for Multilingual and Multimodal Information Access, 2008

MMIS at ImageCLEF 2008: Experiments combining Different Evidence Sources.
Proceedings of the Working Notes for CLEF 2008 Workshop co-located with the 12th European Conference on Digital Libraries (ECDL 2008) , 2008

Exploiting Term Co-occurrence for Enhancing Automated Image Annotation.
Proceedings of the Evaluating Systems for Multilingual and Multimodal Information Access, 2008

Modeling document features for expert finding.
Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008

Comparing Dissimilarity Measures for Content-Based Image Retrieval.
Proceedings of the Information Retrieval Technology, 2008

2007
Multimedia information retrieval: "new challenges in audio visual search".
SIGIR Forum, 2007

The Open University at TREC 2007 Enterprise Track.
Proceedings of The Sixteenth Text REtrieval Conference, 2007

High-dimensional visual vocabularies for image retrieval.
Proceedings of the SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2007

Dimensionality reduction for dimension-specific search.
Proceedings of the SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2007

Integrating Document Features for Entity Ranking.
Proceedings of the Focused Access to XML Documents, 2007

Geographic co-occurrence as a tool for gir.
Proceedings of the 4th ACM Workshop On Geographic Information Retrieval, 2007

GIR Experiments with Forostar at GeoCLEF 2007.
Proceedings of the Working Notes for CLEF 2007 Workshop co-located with the 11th European Conference on Digital Libraries (ECDL 2007), 2007

GIR Experiments with Forostar.
Proceedings of the Advances in Multilingual and Multimodal Information Retrieval, 2007

Exploring Image, Text and Geographic Evidences in ImageCLEF 2007.
Proceedings of the Working Notes for CLEF 2007 Workshop co-located with the 11th European Conference on Digital Libraries (ECDL 2007), 2007

Information-theoretic semantic multimedia indexing.
Proceedings of the 6th ACM International Conference on Image and Video Retrieval, 2007

2006
The Open University at TREC 2006 Enterprise Track Expert Search Task.
Proceedings of the Fifteenth Text REtrieval Conference, 2006

NNk networks and automated annotation for browsing large image collections from the world wide web.
Proceedings of the 14th ACM International Conference on Multimedia, 2006

Identifying and grounding descriptions of places.
Proceedings of the 3rd ACM Workshop On Geographic Information Retrieval, 2006

Progress in Information Retrieval.
Proceedings of the Advances in Information Retrieval, 2006

Place Disambiguation with Co-occurrence Models.
Proceedings of the Working Notes for CLEF 2006 Workshop co-located with the 10th European Conference on Digital Libraries (ECDL 2006), 2006

Forostar: A System for GIR.
Proceedings of the Evaluation of Multilingual and Multi-modal Information Retrieval, 2006

A Large Scale System for Searching and Browsing Images from the World Wide Web.
Proceedings of the Image and Video Retrieval, 5th International Conference, 2006

Logistic Regression of Generic Codebooks for Semantic Image Retrieval.
Proceedings of the Image and Video Retrieval, 5th International Conference, 2006

iBase: Navigating Digital Library Collections.
Proceedings of the Image and Video Retrieval, 5th International Conference, 2006

2005
Multimedia information retrieval: workshop report.
SIGIR Forum, 2005

MICA-Graph: a tool for managing text and sketches during design processes.
J. Intelligent Manufacturing, 2005

Mining multimedia salient concepts for incremental information extraction.
Proceedings of the SIGIR 2005: Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2005

Fractional Distance Measures for Content-Based Image Retrieval.
Proceedings of the Advances in Information Retrieval, 2005

Automated Image Annotation Using Global Features and Robust Nonparametric Density Estimation.
Proceedings of the Image and Video Retrieval, 4th International Conference, 2005

Trading Precision for Speed: Localised Similarity Functions.
Proceedings of the Image and Video Retrieval, 4th International Conference, 2005

Image Browsing: Semantic Analysis of NN k Networks.
Proceedings of the Image and Video Retrieval, 4th International Conference, 2005

Putting the User in the Loop: Visual Resource Discovery.
Proceedings of the Adaptive Multimedia Retrieval: User, 2005

2004
Cross-lingual searching and visualization for greek and latin and old norse texts.
Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2004

Digital library access via image similarity search.
Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2004

A Polyphonic Music Retrieval System Using N-Grams.
Proceedings of the ISMIR 2004, 2004

A comparative study of evidence combination strategies.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Approaching the Problem of Multi-lingual Information Retrieval and Visualization in Greek and Latin and Old Norse Texts.
Proceedings of the Research and Advanced Technology for Digital Libraries, 2004

NNk Networks for Content-Based Image Retrieval.
Proceedings of the Advances in Information Retrieval, 2004

Medical Image Retrieval Using Texture, Locality and Colour.
Proceedings of the Multilingual Information Access for Text, 2004

Visual Features for Content-based Medical Image Retrieval.
Proceedings of the Working Notes for CLEF 2004 Workshop co-located with the 8th European Conference on Digital Libraries (ECDL 2004), 2004

Evaluation of Texture Features for Content-Based Image Retrieval.
Proceedings of the Image and Video Retrieval: Third International Conference, 2004

Three Interfaces for Content-Based Access to Image Collections.
Proceedings of the Image and Video Retrieval: Third International Conference, 2004

2003
Robust Polyphonic Music Retrieval with N-grams.
J. Intell. Inf. Syst., 2003

Evaluation of key frame-based retrieval techniques for video.
Computer Vision and Image Understanding, 2003

Position Indexing of Adjacent and Concurrent N-Grams for Polyphonic Music Retrieval.
Proceedings of the ISMIR 2003, 2003

Relevance Feedback for Content-Based Image Retrieval: What Can Three Mouse Clicks Achieve?
Proceedings of the Advances in Information Retrieval, 2003

ANSES: Summarisation of News Video.
Proceedings of the Image and Video Retrieval, Second International Conference, 2003

Performance Comparison of Different Similarity Models for CBIR with Relevance Feedback.
Proceedings of the Image and Video Retrieval, Second International Conference, 2003

2002
Video Retrieval Using Global Features in Keyframes.
Proceedings of The Eleventh Text REtrieval Conference, 2002

A Comparative and Fault-tolerance Study of the Use of N-grams with Polyphonic Music.
Proceedings of the ISMIR 2002, 2002

Combining Features for Content-Based Sketch Retrieval - A Comparative Evaluation of Retrieval Performance.
Proceedings of the Advances in Information Retrieval, 2002

Video Retrieval by Feature Learning in Key Frames.
Proceedings of the Image and Video Retrieval, International Conference, 2002

2001
Multi-timescale Video Shot-Change Detection.
Proceedings of The Tenth Text REtrieval Conference, 2001

Link-based Approaches for Text Retrieval.
Proceedings of The Tenth Text REtrieval Conference, 2001

2000
A Simple Question Answering System.
Proceedings of The Ninth Text REtrieval Conference, 2000

New paradigms in information visualization.
Proceedings of the SIGIR 2000: Proceedings of the 23rd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2000

From Raw Polyphonic Audio to Locating Recurring Themes.
Proceedings of the ISMIR 2000, 2000

1999
Automatic Query Feedback using Related Words.
Proceedings of The Eighth Text REtrieval Conference, 1999

1998
A Class of Asymptotically Stable Algorithms for Learning-Rate Adaptation.
Algorithmica, 1998

Feature Reduction for Information Retrieval.
Proceedings of The Seventh Text REtrieval Conference, 1998

1997
Zur Theorie künstlicher, neuronaler Netze.
PhD thesis, 1997

The Metric Structure of Weight Space.
Neural Processing Letters, 1997

Making Stochastic Networks Deterministic.
Proceedings of the Artificial Neural Networks, 1997

1996
Clustering in Weight Space of Feedforward Nets.
Proceedings of the Artificial Neural Networks, 1996

An analysis of the metric structure of the weight space of feedforward networks and its application to time series modeling and prediction.
Proceedings of the ESANN 1996, 1996

1995
Stable Dynamic Parameter Adaption.
Proceedings of the Advances in Neural Information Processing Systems 8, 1995


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