Fachpublikationen 2011
Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
Dynamic Time Transformations for Visualizing Multiple Trajectories in Interactive Space-Time Cube
In: Proceedings of the International Cartographic Conference (ICC) 2011, 3.-8. Juli, Paris, Frankreich.
Spatial generalization and aggregation of massive movement data
In: IEEE transactions on visualization & computer graphics, Bd. 17 (2011), 2, S. 205-219.
A Conceptual Framework and Taxonomy of Techniques for Analyzing Movement
Journal of Visual Languages and Computing (JVLC), Bd. 22, Nr. 3 (2011). Elsevier Ltd., S. 213-232.
An Event-Based Conceptual Model for Context-Aware Movement Analysis
International Journal of Geographical Information Science, Bd. 25, Nr. 9 (2011).
From Movement Tracks through Events to Places: Extracting and Characterizing Significant Places from Mobility Data
In: Proceedings of the IEEE Symposium on Visual Analytics Science and Technology (VAST) 2011, 23.-28. Oktober, Providence, Rhode Island, USA. IEEE Computer Society Press, S. 161-170.
Challenging Problems of Geospatial Visual Analytics
Journal of Visual Languages and Computing (JVLC), Bd. 22, Nr. 4 (2011). ScienceDirect, S. 251-256.
Change Detection on Millimeter-Wave SAR Images for C-IED Applications
In: Ender, Joachim u.a. (Hrsg.): Proceedings of the 6th Future Security Research Conference (Future Security) 2011, 5.-7. September, Berlin, Deutschland. Fraunhofer Verlag Stuttgart, Deutschland, S. 293-297.
Source Separation using the Spectral Flatness Measure
In: Proceedings of the International Workshop on Machine Listening in Multisource Environments (CHiME), 2011, 1. September, Florenz, Italien (satellite event of Interspeech 2011), S. 80-85.
Insights into Internet Memes
In: Proceedings of the Fifth International AAAI Conference on Weblogs and Social Media (ICWSM) 2011, 17.–21. Juli, Barcelona, Spanien. The AAAI Press Menlo Park, California, USA, S. 42-49.
Guest editorial to the special issue on inductive logic programming, mining and learning in graphs and statistical relational learning
In: Machine learning, Bd. 83 (2011), Nr. 2, S.133-135.
Direct Local Pattern Sampling by Efficient Two-Step Random Procedures
In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD) 2011, 21.-24. August, San Diego, CA, USA. ACM Digital Libaray New York, NY, USA, S. 582-591.
Interactive analysis of object group changes over time
In: Miksch, Silvia (Hrsg.): EuroVA 2011: International Workshop on Visual Analytics, 31. Mai 2011. Im Rahmen von: Eurographics, Bergen, Norwegen, 2011, S. 41-44.
The ACGT project in retrospect: Lessons learned and future outlook
In: Sato, Mitsuhisa u.a. (Hrsg.): Proceedings of the International Conference on Computational Science: ICCS 2011 Nanyang Technological University, Singapur 1.-3. Juni 2011, S. 1119-1128.
Efficient and Robust Alignment of Unsynchronized Video Sequences
In: Mester, Rudolf u.a. (Hrsg.): Proceedings of the 33rd DAGM Symposium (DAGM) 2011, 31. August - 2. September, Frankfurt/Main, Deutschland. Springer-Verlag Berlin Heidelberg (Lecture Notes in Computer Science, Nr. 6835), S. 286–295.
Heterogeneous binocular camera-tracking in a Virtual Studio
In: Bohn, Christian-A. u.a. (Hrsg.): Proceedings of the Workshop "Virtuelle & Erweiterte Realität" (VRAR), 2011, 15.-16. September, Fachhochschule Wedel, Deutschland. Shaker Verlag Aachen, S. 147-158.
Medienkunst als Wissenskunst
In: Flach, S.: WissensKünste. Das Wissen der Kunst und die Kunst zu wissen: The knowledge of the arts and the art of knowledge. Kromsdorf: VDG, 2011, S. 407.
A Video Similarity Measure Combining Alignment, Graphical and Speech Features
In: Ortega, Juan Antonio u.a. (Hrsg.): Proceedings of the XIII Jornadas de ARCA (JARCA) 2011, 26.-29. Juni, Huelva, Spanien. ARCA, S. 48-50.
Ubiquitous knowledge discovery
Intelligent data analysis, Bd. 15 (2011), Nr. 1, S.1-2.
Secure Top-k Subgroup Discovery
In: Dimitrakakis, Christos u.a. (Hrsg.): Privacy and security issues in data mining and machine learning: International ECML/PKDD Workshop, PSDML 2010, Barcelona, Spanien, 24. September 2010. Berlin [u.a.]: Springer, 2011. (Lecture notes in computer science 6549 : Lecture notes in artificial intelligence), S. 36-49.
Fast and Memory-Efficient Discovery of the Top-k Relevant Subgroups in a Reduced Candidate Space
In: Gunopulos, Dimitrios u.a. (Hrsg.): Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases - Part I, Lecture Notes in Computer Science (LNAI) (ECML PKDD) 2011, 5.-9. September, Athen, Griechenland. Springer Berlin Heidelberg, Bd. 6911, S. 533-548.
Challenges and Advantages of using GPS Data in Outdoor Advertisement
In: Proceedings of the 3rd Conference on Geoinformatik - Geochange 2011, 15.-17. Juni, Münster, Deutschland. Akademische Verlagsgesellschaft, S. 257-260.
Robustness Analyses for Repeated Mobility Surveys in Outdoor Advertising
In: Proceedings of the 1st International Conference on Spatial Data Mining and Geographical Knowledge Services (ICSDM) 2011, 29. Juni - 1. Juli, Fuzhou, China. IEEE Xplore Digital Library, S. 148-153.
Modeling micro-movement variability in mobility studies
In: Geertman, Stan u.a. (Hrsg.): Advancing geoinformation science for a changing world: the book comprises innovative research presented at the 14th Conference of the Association of Geographic Information Laboratories in Europe (AGILE), Utrecht, Niederlande. Berlin [u.a.]: Springer, 2011. (Lecture notes in geoinformation and cartography 1), S. 121-140.
Effective privacy amplification for secure classical communications
EPL (EPL), Bd. 94, Nr. 2, 28002 (2011). IOP Publishing, Art. 28002, 7 S.
A Workflow Management Platform for Media Analysis in BPEL-based Grid Environments
In: Proceedings of the Grid Workflow Workshop, 2011, 4. März, Köln, Deutschland. D-Grid.
LIVE: An Integrated Production and Feedback System for Intelligent and Interactive TV Broadcasting
IEEE Transactions on Broadcasting, Bd. 57, Nr. 3 (2011). IEEE, S. 646-661.
Towards Automatic Behavior Analysis of Learners in a Technology-Enhanced Learning Environment
In: Proceedings of the 3rd International Conference on Computer Supported Education (CSEDU) 2012, 6.-8. Mai, Noordwijkerhout, Niederlande. SciTePress Digital Library, Bd. 1, S. 187-192.
Computation using noise-based logic: efficient string verification over a slow communication channel
In: The European physical journal / B, Condensed matter physics, Bd.79 (2011), 1, S. 85-90.
The echo state approach on nonlinear system modelling
In: Röpke, Carsten (Hrsg.): Design of Experiments (DoE) in Engine Development: innovative development methods for vehicle engines. Renningen: Expert-Verlag, 2011, S. 310-317.
Character enhancement for historical newspapers printed using hot metal typesetting
In: Proceedings of the 11th International Conference on Document Analysis and Recognition (ICDAR) 2011, 18.-21. September, Peking, China. IEEE Computer Society Conference Publishing Services (CPS) Los Alamitos, CA, USA, S. 936-940.
Analyzing Pedestrian Behavior in Crowds for Automatic Detection of Congestions
In: Proceedings of the first IEEE Workshop on Modeling, Simulation and Visual Analysis of Large Crowds. Im Rahmen von: 13th International Conference on Computer Vision (ICCV), 2011, 6.-13. November, Barcelona, Spanien. IEEE, S. 144-149.
Automatic Detection of Dangerous Motion Behavior in Human Crowds
In: Proceedings of the 8th IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS) 2011, 30. August - 2. September, Klagenfurt, Österreich. IEEE Xplore Digital Library, S. 224-229.
A novel preprocessing method for hectography prints based on independent component analysis
In: Proceedings of the 11th International Conference on Document Analysis and Recognition (ICDAR 2011) 2011, 18.-21. September, Peking, China. IEEE Computer Society Conference Publishing Services (CPS) Los Alamitos, CA, USA, S. 1145-1149.
Trajectory Regression Model for Indoor Pedestrian Flow Analysis on Billboard Evaluation
In: Sheibani, Kaveh u.a. (Hrsg.): Proceedings of the 3rd International Conference on Applied Operational Research, Lecture Notes in Management Science (LNMS) (ICAOR) 2011, 24.-26. August, Istanbul, Turkei. Tadbir Operational Research Group Ltd., Bd. 3, S. 289-300.
A comparison of the street networks of Navteq and OSM in Germany
In: Geertman, Stan u.a. (Hrsg.): Advancing geoinformation science for a changing world: the book comprises innovative research presented at the 14th Conference of the Association of Geographic Information Laboratories in Europe (AGILE), Utrecht, Niederland. Berlin [u.a.]: Springer, 2011. (Lecture notes in geoinformation and cartography 1), S. 65-84.
Cross-site combination and evaluation of subword spoken term detection systems
In: 9th International Workshop on Content-Based Multimedia Indexing: CBMi 2011, 13.-15. Juni 2011, Madrid, Spanien.
Visually exploring movement data via similarity-based analysis
In: Journal of intelligent information systems, (2011), Online first, S. 1-49.
From Names to Entities using Thematic Context Distance
In: Proceedings of the 20th ACM Conference on Information and Knowledge Management (CIKM) 2011, 24.-28. Oktober, Glasgow, Schottland, Großbritannien. ACM.
Visual mobility analysis using T-Warehouse
In: International journal of data warehousing and mining: Bd. 7 (2011), 1, S. 1-23.
Interactive business modeling with BusinessMapper and Dependency Modeling Language (DML)
(Business Process Management Workshops (BPM) <2010, Hoboken/NJ>)
In: Mühlen, M. zur: Business Process Management Workshops. BPM 2010 International Workshops and Education Track. Revised Selected Papers: Hoboken, NJ, USA, 13.-15. September 2010. Berlin: Springer, 2011. (Lecture Notes in Business Information Processing 66), S. 5-15.
NXT-Geschöpfe aus einem Baukasten. Fünf Entwürfe für LEGO MINDSTORMS NXT 1.0 oder 2.0
Stuttgart: Fraunhofer Verlag, 2011 (Roberta-Reihe), ISBN 3-8396-0291-2, ISBN 978-3-8396-0291-1
p-Medicine: From data sharing and integration via VPH models to personalized medicine
ecancermedicalscience, Bd. 5, Nr. 218 (2011). Cancer Intelligence Bristol, Großbritannien.
Composite Density Maps for Multivariate Trajectories
IEEE Transactions on Visualization and Computer Graphic (TVCG), Bd. 17, Nr. 23 (2011). IEEE Computer Society, S. 2518-2527.
An Investigation of Bare-HandS-Interaction in traditional 3D game genres
In: IADIS International Journal on WWW/Internet, Bd. 8 (2011), 2, S. 1-16.
Perception beyond the here and now
In: Computer. Innovative technology for computer professionals, Bd. 44 (2011), Nr. 2, S. 86-88.
Kultur im Wissensnetz - Die Architektur der Deutschen Digitalen Bibliothek
EMISA Forum (EMISA), Bd. 31, Nr. 2 (2011), S. 15-31.
Convex non-negative matrix factorization for massive datasets
Knowledge and Information Systems (KAIS), Bd. 29, Nr. 2 (2011). Springer London, Großbritannien, S. 457–478.
Descriptive matrix factorization for sustainability Adopting the principle of opposites
In: Data mining and knowledge discovery, (2011), Online first, S. 1-30.
AVATecH: Audio/Video Technology for Humanities Research
In: Angelova, Galia u.a. (Hrsg.): Proceedings of the Workshop on Language Technologies for Digital Humanities and Cultural Heritage. Im Rahmen von: Recent Advances in Natural Language Processing (RANLP), 2011, 12.-16. September, Hissar, Bulgarien. INCOMA Ltd. Shoumen.
Verbesserungen des Straßennetzes von OpenStreetMap zwischen 2009 und 2011
Kreuter, Burkhard u.a. (Hrsg.): VDVmagazin (VDV), Nr. 6 (2011). Chmielorz GmbH, Wiesbaden, S. 484-489.
Exploring City Structure from Georeferenced Photos Using Graph Centrality Measures
In: Proceedings of Machine Learning and Knowledge Discovery in Databases - Part III, Lecture Notes in Computer Science (PKDD) 2011, 5.-9. Juni, Athen, Griechenland. Springer-Verlag Berlin Heidelberg, Bd. 6913, S. 654-657.
More Influence Means Less Work: Fast Latent Dirichlet Allocation by Influence Scheduling
In: Proceedings of the 20th ACM Conference on Information and Knowledge Management (CIKM) 2011, 24.-28. Oktober, Glasgow, Schottland, Großbritannien. ACM.
Enabling the reuse of data mining processes in healthcare by integrating data semantics
In: Miksch, Silvia u.a. (Hrsg.): Proceedings of the 3th International Workshop on Knowledge Representation for Health Care. Im Rahmen von: 13th Conference on Artificial Intelligence in Medicine (KR4HC, AIME), 2011, 2.-6. Juli, Bled, Slowenien, S. 222-235.
Towards an Environment for Data Mining based Analysis Processes in Bioinformatics & Personalized Medicine
In: Proceedings of the 2011 IEEE International Conference on Bioinformatics and Biomedicine WORKSHOPS. Im Rahmen von: 2011 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2011, 13.-14. November, Atlanta, GA, USA. IEEE, S. 570-577.
Integration and reuse of data mining in business processes – a pattern-based approach
International Journal of Business Process Integration and Management (IJBPIM), Bd. 5, Nr. 3 (2011). Inderscience Publishers, S. 218-228.
On reusing data mining in business processes - a pattern-based approach
In: Business process management workshops: BPM 2010 International Workshops and Education Track, Hoboken, NJ, USA, 13.-15. September 2010, Revised Selected Papers. Berlin [u.a.]: Springer, 2011. (Lecture notes in business information processing 66), S. 264-276.
How Realistic is Artificially Added Noise?
In: Proceedings of the 12th Annual Conference of the International Speech Communication Association (INTERSPEECH) 2011, 27.-30. August, Florenz, Italien. International Speech Communication Association, S. 2605-2608.
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