Fachpublikationen 2010
Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
Jahresbericht 2009 / Fraunhofer Institut für Intelligente Analyse- und Informationssysteme IAIS
Sankt Augustin : Fraunhofer IAIS, 2010
(Jahresbericht / Fraunhofer Institut für Intelligente Analyse- und Informationssysteme IAIS)
A Probabilistic Diffusion Scheme for Anomaly Detection on Smartphones
In: Samarati, Pierangela (Ed.) et al.: Information security theory and practice: security and privacy of pervasive systems and smart devices. Berlin [u.a.]: Springer, 2010. (Lecture notes in computer science 6033), S. 31-46
A general framework for using aggregation in visual exploration of movement data
In: The cartographic journal, Bd.47 (2010), 1, S. 22-40
A generalisation-based approach to anonymising movement data
In: Painho, Marco (Ed.) et al.: AGILE 2010: the 13th AGILE International Conference on Geographic Information Science, 10-14 May 2010, Guimarães, Portugal. Guimarães, 2010, 10 S.
Space-in-time and time-in-space self-organizing maps for exploring spatiotemporal patterns
In: Computer graphics forum, Bd.29 (2010), 3, S. 913-922
Extracting events from spatial time series
In: 14th International Conference on Information Visualization: IV 2010, London, 27-29 July 2010. New York, NY [u.a.]: IEEE, 2010, S. 48-53
Editorial . GeoVA(T) - Geospatial Visual Analytics: focus on time
In: Andrienko, Gennady (Ed.) et al.: Geospatial visual analytics: focus on time: special issue of the ICA Commission on GeoVisualization, S. 1453-1457
Space, time and visual analytics
In: Andrienko, Gennady (Ed.) et al.: Geospatial visual analytics: focus on time: special issue of the ICA Commission on GeoVisualization, S. 1577-1600
Sammon's projection for clustering complex geographical objects
In: Purves, Ross (Ed.) et al.: GIScience 2010: Sixth International Conference on Geographic Information Science, Zurich, 14-17th September, 2010. Zurich, 2010, 6 S.
Dynamic and interactive displays
In: Warf, Barney (Ed.): Encyclopedia of geography. Los Angeles, Calif. [u.a.]: Sage, 2010, S. 804-808
Discovering bits of place histories from people's activity traces
In: IEEE Symposium on Visual Analytics Science and Technology: VAST 2010, October 24 - 28, Salt Lake City, Utah, USA. Piscataway, NJ [u.a.]: IEEE Computer Society, 2010, S. 59-66
Poster: Dynamic time transformation for interpreting clusters of trajectories with space-time cube
In: IEEE Symposium on Visual Analytics Science and Technology: VAST 2010, October 24 - 28, Salt Lake City, Utah, USA. Piscataway, NJ [u.a.]: IEEE Computer Society, 2010, S. 213-214
A framework for using self-organizing maps to analyze spatio-temporal patterns, exemplified by analysis of mobile phone usage
In: Andrienko, Gennady (Ed.) et al.: GeoVA(t) - Geospatial visual analytics: focus on time: Special issue of the ICA Commission on GeoVisualisation, S. 200-221
Space and time
In: Keim, Daniel (Ed.) et al.: Mastering the information age solving problems with visual analytics. Goslar: Eurographics, 2010, S. 57-86
Geospatial visual analytics: focus on time: special issue of the ICA Commission on GeoVisualization
In: International Journal of Geographical Information Science, Bd.24 (2010), 10, S. 1453-1600
2010
GeoVA(t) - Geospatial visual analytics: focus on time: Special issue of the ICA Commission on GeoVisualisation
In: Journal of location based services, Bd.4 (2010), 3/4
2010
ELAN as flexible annotation framework for sound and image processing detectors
In: European Language Resources Association <Paris>: LREC 2010: proceedings of the 7th International Language Resources and Evaluation, 17 - 23 May, 2010, Valletta, Malta. Paris: ELRA, 2010, S. 890-893
Visual acceptance evaluation of soft shadow algorithms for virtual TV studios
In: University <Aizu>: 13th International Conference on Humans and Computers: HC 2010, December 8 - 10, 2010, Aizu-Wakamatsu. Aizu-Wakamatsu, 2010, S. 66-71
Detecting bird sounds in a complex acoustic environment and application to bioacoustic monitoring
In: Aucouturier, Jean-Julien (Ed.) et al.: Pattern recognition of non-speech audio, S. 1524-1534
Adapting information theoretic clustering to binary images
In: International Association for Pattern Recognition: 20th International Conference on Pattern Recognition: ICPR 2010, 23-26 August, 2010, Istanbul, Turkey. Piscataway, NJ [u.a.]: IEEE, 2010, S. 910-913
DiSCo - a German evaluation corpus for challenging problems in the broadcast domain
In: European Language Resources Association <Paris>: LREC 2010: proceedings of the 7th International Language Resources and Evaluation, 17 - 23 May, 2010, Valletta, Malta. Paris: ELRA, 2010, S. 1695-1699
Constrained subword units for speaker recognition
In: Odyssey 2010: The Speaker and Language Recognition Workshop, Brno, Czech Republic, 28 June-1 July 2010. ISCA, 2010, Paper 02
New filtering approaches for phishing email
In: Journal of computer security, Bd.18 (2010), 1, S. 7-35
A real-life study in phishing detection: presentation at the seventh Annual Collaboration, Electronic Messaging, Anti-Abuse and Spam Conference (CEAS 2010), Redmond, Washington, USA, July 13-14, 2010
(Collaboration, Electronic Messaging, Anti-Abuse and Spam Conference (CEAS '10) <7, 2010, Redmond, Wash.>)
2010
Conveying cultural heritage and legacy with innovative AR-based solutions: Presentation at Museums and the Web 2010, April 15, 2010, Denver, Colorado, USA
(Museums and the Web 2010 <2010, Denver, Colo.>)
2010
Listing closed sets of strongly accessible set systems with applications to data mining
In: Theoretical computer science / A u. B, Bd.411 (2010), 3, S. 691-700
Formal concept sampling for counting and threshold-free local pattern mining
In: Society for Industrial and Applied Mathematics: Tenth SIAM International Conference on Data Mining: SDM 2010, April 29 - May 1, 2010, Columbus, Ohio, USA. Philadelphia, Pa.: SIAM, 2010, S. 177-188
On-Line Handwriting Recognition with Parallelized Machine Learning Algorithms
In: Dillmann, Rüdiger (Ed.) et al.: KI 2010: advances in artificial intelligence: 33nd Annual German Conference on AI, Karlsruhe, Germany, September 21-24, 2010. Berlin [u.a.]: Springer, 2010. (Lecture notes in computer science 6359 : Lecture Notes in Artificial Intelligence), S. 82-90
The RescueBot - A new variant of the VolksBot
In: Proceedings of SIMPAR 2010 Workshops: International Conference on Simulation, Modeling and Programming for Autonomous Robots, Darmstadt (Germany) November 15-16, 2010. Darmstadt, 2010, S. 296-303
Editorial - GeoVisualization and the digital city
In: Dykes, Jason (Ed.) et al.: GeoVisualization and the digital city: Special issue of the International Cartographic Association Commission on GeoVisualization, S. 443-451
GeoVisualization and the digital city: Special issue of the International Cartographic Association Commission on GeoVisualization
In: Computers, environment and urban systems, Bd.34 (2010), 6, S. 443-548
2010
Liquid views - memory stage activating perception
In: Association for Computing Machinery / Special Interest Group on Multimedia: MM '10 / CD-ROM: proceedings of the ACM Multimedia 2010 International Conference & co-located workshops, 25-29 October 2010, Firenze, Italy. New York, NY: ACM, 2010, S. 1397-1398
Computational visual attention systems and their cognitive foundations: a survey
In: ACM transactions on applied perception, Bd.7 (2010), 1, S. 6:1-6:39
Privacy-preserving data-mining
In: Informatik-Spektrum, Bd.33 (2010), 4, S. 380-383
Subgroup discovery for election analysis: a case study in descriptive data mining
In: Phahringer, Bernhard (Ed.) et al.: Discovery science: 13th international conference, DS 2010, Canberra, Australia, October 6-8, 2010. Berlin [u.a.]: Springer, 2010. (Lecture notes in computer science 6332 : Lecture notes in artificial intelligence), S. 57-71
A sensitivity analysis for the selection of business critical geodata in Swiss outdoor advertisement
In: Purves, Ross (Ed.) et al.: GIScience 2010: Sixth International Conference on Geographic Information Science, Zurich, 14-17th September, 2010. Zurich, 2010, 4 S.
Robust and computationally efficient navigation in domestic environments
In: Baltes, Jacky (Ed.) et al.: RoboCup 2009: Robot Soccer World Cup XIII. Berlin [u.a.]: Springer, 2010. (Lecture notes in computer science 5949 : Lecture notes in artificial intelligence), S. 104-115
Fast 3D perception for collision avoidance and SLAM in domestic environments
In: Barrera, Alejandra (Ed.): Mobile robots navigation. InTech, 2010, 32 S.
Efficient frequent connected subgraph mining in graphs of bounded tree-width
In: Theoretical computer science / A u. B, Bd.411 (2010), 31-33, S. 2784-2797
A logic-based approach to relation extraction from texts
In: De Raedt, Luc (Ed.): Inductive logic programming: 19th international conference, ILP 2009, Leuven, Belgium, July 02-04, 2009. Berlin [u.a.]: Springer, 2010. (Lecture notes in computer science 5989 : Lecture notes in artificial intelligence), S. 34-48
Frequent subgraph mining in outerplanar graphs
In: Data mining and knowledge discovery, Bd.21 (2010), 3, S. 472-508
Age recognition in the wild
In: International Association for Pattern Recognition: 20th International Conference on Pattern Recognition: ICPR 2010, 23-26 August, 2010, Istanbul, Turkey. Piscataway, NJ [u.a.]: IEEE, 2010, S. 392-395
Discovering landmark preferences and movement patterns from photo postings
In: Transactions in GIS, Bd.14 (2010), 6, S. 833-852
Mastering data-intensive collaboration and decision making through a cloud infrastructure
In: ERCIM News, (2010), 83, S. 49
Event-based analysis of people's activities and behavior using Flickr and Panoramio geotagged photo collections
In: 14th International Conference on Information Visualization: IV 2010, London, 27-29 July 2010. New York, NY [u.a.]: IEEE, 2010, S. 289-296
Echo state networks with sparse output connections
In: Artificial neural networks - ICANN 2010. Berlin [u.a.]: Springer, 2010. (Artificial neural networks - ICANN 2010 1), S. 356-361
Fast seamless skew and orientation detection in document images
In: International Association for Pattern Recognition: 20th International Conference on Pattern Recognition: ICPR 2010, 23-26 August, 2010, Istanbul, Turkey. Piscataway, NJ [u.a.]: IEEE, 2010, S. 1924-1928
Visit potential: a common vocabulary for the analysis of entity-location interactions in mobility applications
In: Painho, Marco (Ed.) et al.: Geospatial thinking: this book comprises innovative research presented at the conference of the Association of Geographic Information Laboratories for Europe (AGILE), held in May 2010 in Guimarães (Portugal). Berlin [u.a.]: Springer, 2010. (Lecture notes in geoinformation and cartography), S. 79-95
Spatial data mining in practice: principles and case studies
In: Soares, Carlos (Ed.) et al.: Data mining for business applications. Amsterdam [u.a.]: IOS Press, 2010. (Frontiers in artificial intelligence and applications 218), S. 164-178
MetroSurv: detecting events in subway stations
In: Doulamis, Anastasios D. (Ed.) et al.: Special issue on analysis and retrieval of events/actions and workflows in video streams, S. 123-147
Network growth and the spectral evolution model
In: Huang, Xiangji Jimmy (Ed.) et al.: CIKM '10 / CD-ROM: proceedings of the 19th International Conference on Information & Knowledge Management and co-located workshops, October 26-30, 2010, Toronto, Ontario, Canada. New York, NY: ACM, 2010, S. 739 - 748
Exploration in relational worlds
In: Machine learning and knowledge discovery in databases. Berlin [u.a.]: Springer, 2010. (Machine learning and knowledge discovery in databases 2), S. 178-194
The snippet statistics of font recognition
In: International Association for Pattern Recognition: 20th International Conference on Pattern Recognition: ICPR 2010, 23-26 August, 2010, Istanbul, Turkey. Piscataway, NJ [u.a.]: IEEE, 2010, S. 1868-1871
Rescue Robots at the Collapse of the Municipal Archive of Cologne City: a Field Report
In: Institute of Electrical and Electronics Engineers: IEEE International Workshop on Safety, Security, and Rescue Robotics (SSRR): July 26-July 30, 2010, Bremen. Piscataway, NJ [u.a.]: IEEE, 2010
Ein Vergleich der Straßennetze von OpenStreetMap und NAVTEQ
In: Strobl, Josef (Ed.) et al.: Angewandte Geoinformatik 2010: Beiträge zum 22. AGIT-Symposium Salzburg. Berlin: Wichmann, 2010, S. 410-419
Wie gut ist OpenStreetMap?: zur Methodik eines automatisierten objektbasierten Vergleiches der Straßennetze von OSM und NAVTEQ in Deutschland
In: GIS.Science, (2010), 4, S. 148-158
Towards semi-automatic annotations for video and audio corpora
In: European Language Resources Association <Paris>: 4th Workshop on the Representation and Processing of Sign Languages: Corpora and Sign Language Technologies: Valletta, Malta, May 19-21, 2010, S. 150-153
Introduction: the challenge of ubiquitous knowledge discovery
In: May, Michael (Ed.) et al.: Ubiquitous knowledge discovery: challenges, techniques, applications. Berlin [u.a.]: Springer, 2010. (Lecture notes in computer science 6202 : Lecture notes in artificial intelligence : State-of-the-art survery), S. 3-18
Ubiquitous knowledge discovery: challenges, techniques, applications
Berlin [u.a.] : Springer, 2010
(Lecture notes in computer science 6202 : Lecture notes in artificial intelligence : State-of-the-art survery)
ISBN 3-642-16391-2
ISBN 978-3-642-16391-3
Social and expert search in online communities
In: Sheu, Phillip C.-Y. (Ed.) et al.: Semantic computing. Hoboken: Wiley, 2010, S. 341-356
Movement data anonymity through generalization
In: Transactions on data privacy, Bd.3 (2010), 2, S. 91-121
Exploiting causal independence in Markov logic networks: Combining Undirected and Directed Models
In: Machine learning and knowledge discovery in databases. Berlin [u.a.]: Springer, 2010. (Machine learning and knowledge discovery in databases 2), S. 434-450
Wie aus Texten und dem Internet Wissen destilliert wird
In: dok - Technologien, Strategien & Services für das digitale Dokument, (2010), Oktober, 2 S.
Entity disambiguation using link based relations extracted from Wikipedia
In: Xerox Research Centre Europe: First Workshop on Automated Knowledge Base Construction: May 17-19, 2010, Grenoble, France. Grenoble, 2010, S. 37-44
Finding arbitrary shaped clusters with related extents in space and time
In: Kohlhammer, Joern (Ed.) et al.: EuroVAST 2010: proceedings of the International Symposium on Visual Analytics Science and Technology, co-located with EuroVis 2010, Bordeaux, France, June 8, 2010. Goslar: Eurographics Association, 2010, S. 19-25
Beyond 2D-grids: a dependence maximization view on image browsing
In: Association for Computing Machinery / Special Interest Group on Multimedia: MIR 2010 / CD-ROM: proceedings of the 2010 ACM SIGMM International Conference on Multimedia Information Retrieval, March 29-31, 2010 Philadelphia, PA, USA. New York, NY: ACM, 2010, S. 339-348
Semantic relation extraction with kernels over typed dependency trees
In: Rao, Bharat (Ed.) et al.: KDD '10 / CD-ROM: proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, July 25-28, 2010. New York, NY: ACM, 2010, S. 773-782
Critical information infrastructures security: 4th International Workshop, CRITIS 2009, Bonn, Germany, September 30-October 2, 2009
(International Workshop on Critical Information Infrastructures Security (CRITIS '09) <4, 2009, Bonn>)
Berlin [u.a.] : Springer, 2010
(Lecture notes in computer science 6027)
SVM classifier estimation from group probabilities
In: Fürnkranz, Johannes (Ed.) et al.: ICML 2010: proceedings, twenty-seventh International Conference on Machine Learning, Haifa, Israel, June 21-24, 2010. Madison, Wis., 2010, S. 911-918
Re-using data mining workflows
In: Hilario, Melanie (Ed.) et al.: Third-Generation Data Mining: Towards Service-Oriented Knowledge Discovery: SoKD '10 September 24, 2010 Barcelona, Spain. Geneva, 2010, S. 25-30
Contextual verification for open vocabulary spoken term detection
In: International Speech Communication Association: INTERSPEECH 2010: INTERSPEECH 2010, Makuhari, Japan, 26.-30.09.2010. ISCA, 2010, S. 697-700
Spoken term detection on German speech data
In: Informationstechnische Gesellschaft: Sprachkommunikation 2010: Beiträge der 9. ITG-Fachtagung vom 6. bis 8. Oktober 2010 in Bochum. Berlin [u.a.]: VDE, 2010. (ITG-Fachbericht 225)
ILP, the blind, and the elephant: Euclidean embedding of co-proven queries
In: De Raedt, Luc (Ed.): Inductive logic programming: 19th international conference, ILP 2009, Leuven, Belgium, July 02-04, 2009. Berlin [u.a.]: Springer, 2010. (Lecture notes in computer science 5989 : Lecture notes in artificial intelligence), S. 209-216
Malware detection on mobile devices using distributed machine learning
In: International Association for Pattern Recognition: 20th International Conference on Pattern Recognition: ICPR 2010, 23-26 August, 2010, Istanbul, Turkey. Piscataway, NJ [u.a.]: IEEE, 2010, S. 4348-4351
Analyzing the evolution of social groups in world of warcraft
In: Institute of Electrical and Electronics Engineers: IEEE Conference on Computational Intelligence and Games: CIG 2010, IT University of Copenhagen, Denmark 18-21.08.2010. Los Alamitos, Calif. [u.a.]: IEEE, 2010, S. 170-177
Yes we can - simplex volume maximization for descriptive web-scale matrix factorization
In: Huang, Xiangji Jimmy (Ed.) et al.: CIKM '10 / CD-ROM: proceedings of the 19th International Conference on Information & Knowledge Management and co-located workshops, October 26-30, 2010, Toronto, Ontario, Canada. New York, NY: ACM, 2010, S. 1785 - 1788
Using ontologies for the federated simulation of critical infrastructures
In: Sloot, Peter M.A. (Ed.) et al.: ICCS 2010: International Conference on Computational Science, Amsterdam, 31.5.-2.6.2010, S. 2295-2303
An ontological approach to simulate critical infrastructures
In: Journal of computational science, Bd.1 (2010), 4, S. 221-228
A lightweight keyword and tag-cloud retrieval algorithm for automatic speech recognition transcripts: presentation at the 11th Annual International Conference on Spoken Language Processing, (INTERSPEECH), Makuhari, Japan, 26.-30.09.2010
(International Conference on Spoken Language Processing (INTERSPEECH '10) <11, 2010, Makuhari>)
2010
The DIESIS approach to semantically interoperable federated critical infrastructure simulation
In: Williams, Edward (Ed.) et al.: SIMUL 2010: the second International Conference on Advances in System Simulation, 22-27 August 2010, Nice, France. Los Alamitos, Calif. [u.a.]: IEEE Computer Society, 2010, S. 121-128
Application challenges for ubiquitous knowledge discovery
In: May, Michael (Ed.) et al.: Ubiquitous knowledge discovery: challenges, techniques, applications. Berlin [u.a.]: Springer, 2010. (Lecture notes in computer science 6202 : Lecture notes in artificial intelligence : State-of-the-art survery), S. 108-125
PRONTO: event recognition for public transport
In: 17th ITS World Congress: Busan, Korea, 25-29 Oktober 2010. Busan, 2010, 8 S.
Karten zur Exploration von raumbezogenen Informationen im Web
In: HMD, (2010), 276, S. 68-76
Topic models conditioned on relations
In: Machine learning and knowledge discovery in databases. Berlin [u.a.]: Springer, 2010. (Machine learning and knowledge discovery in databases 3), S. 402-417
On integrating data mining into business processes
In: Abramowicz, Witold (Ed.) et al.: Business information systems: 13th international conference, BIS 2010, Berlin, Germany, May 3-5, 2010. Berlin [u.a.]: Springer, 2010. (Lecture notes in business information processing 47), S. 183-194
Visuelle Bewegungsanalyse in Video- und Geodaten
In: Deussen, Oliver (Ed.) et al.: Visual analytics, S. 580-588
I tag, you tag: translating tags for advanced user models
In: Association for Computing Machinery / Special Interest Group on Information Retrieval: WSDM '10 / CD-ROM: proceedings of the third ACM International Conference on Web Search and Data Mining, February 3-6, 2010, New York City, New York, USA. New York, NY: ACM, 2010, S. 71-80
Automatic annotation of media field recordings: presentation at the 4th Workshop on Language Technology for Cultural Heritage, Social Sciences, and Humanities (LaTeCH 2010), Lissabon, Portugal, 16. August 2010
(Workshop on Language Technology for Cultural Heritage, Social Sciences, and Humanities (LaTeCH '10) <4, 2010, Lisbon>)
2010
The good, the bad, and the ugly: predicting aesthetic image labels
In: International Association for Pattern Recognition: 20th International Conference on Pattern Recognition: ICPR 2010, 23-26 August, 2010, Istanbul, Turkey. Piscataway, NJ [u.a.]: IEEE, 2010, S. 1586-1589
Social network mining with nonparametric relational models
In: Giles, Lee (Ed.) et al.: Advances in social network mining and analysis: second international workshop, SNAKDD 2008, Las Vegas, NV, USA, August 24-27, 2008. Berlin [u.a.]: Springer, 2010. (Lecture notes in computer science 5498), S. 77-96
Fast active exploration for link-based preference learning using Gaussian Processes
In: Machine learning and knowledge discovery in databases. Berlin [u.a.]: Springer, 2010. (Machine learning and knowledge discovery in databases 3), S. 499-514
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