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2. From Virtual Worlds to Real-World Impact: An Industrial Metaverse Survey

Author

Prummer, Michael, Regnath, Emanuel, Singh, Saurabh, Kosch, Harald, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, and Arai, Kohei, editor

Published
2024
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4. A transparent referendum protocol with immutable proceedings and verifiable outcome for trustless networks

Author

Schiedermeier, Maximilian, Hasan, Omar, Mayer, Tobias, Brunie, Lionel, and Kosch, Harald

Subjects
Computer Science - Cryptography and Security
Abstract

High voter turnout in elections and referendums is very desirable in order to ensure a robust democracy. Secure electronic voting is a vision for the future of elections and referendums. Such a system can counteract factors that hinder strong voter turnout such as the requirement of physical presence during limited hours at polling stations. However, this vision brings transparency and confidentiality requirements that render the design of such solutions challenging. Specifically, the counting must be implemented in a reproducible way and the ballots of individual voters must remain concealed. In this paper, we propose and evaluate a referendum protocol that ensures transparency, confidentiality, and integrity, in trustless networks. The protocol is built by combining Secure Multi-Party Computation (SMPC) and Distributed Ledger or Blockchain technology. The persistence and immutability of the protocol communication allows verifiability of the referendum outcome on the client side. Voters therefore do not need to trust in third parties. We provide a formal description and conduct a thorough security evaluation of our proposal., Comment: 14 pages, 3 figures

Published
2019

5. Incremental Scene Synthesis

Author

Planche, Benjamin, Rong, Xuejian, Wu, Ziyan, Karanam, Srikrishna, Kosch, Harald, Tian, YingLi, Ernst, Jan, and Hutter, Andreas

Subjects
Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning
Abstract

We present a method to incrementally generate complete 2D or 3D scenes with the following properties: (a) it is globally consistent at each step according to a learned scene prior, (b) real observations of a scene can be incorporated while observing global consistency, (c) unobserved regions can be hallucinated locally in consistence with previous observations, hallucinations and global priors, and (d) hallucinations are statistical in nature, i.e., different scenes can be generated from the same observations. To achieve this, we model the virtual scene, where an active agent at each step can either perceive an observed part of the scene or generate a local hallucination. The latter can be interpreted as the agent's expectation at this step through the scene and can be applied to autonomous navigation. In the limit of observing real data at each point, our method converges to solving the SLAM problem. It can otherwise sample entirely imagined scenes from prior distributions. Besides autonomous agents, applications include problems where large data is required for building robust real-world applications, but few samples are available. We demonstrate efficacy on various 2D as well as 3D data.

Published
2018

6. Empirical Study of the Model Generalization for Argument Mining in Cross-Domain and Cross-Topic Settings

Author

Alhamzeh, Alaa, Egyed-Zsigmond, Előd, Mekki, Dorra El, Khayari, Abderrazzak El, Mitrović, Jelena, Brunie, Lionel, Kosch, Harald, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Hameurlain, Abdelkader, editor, and Tjoa, A Min, editor

Published
2022
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7. Query Expansion, Argument Mining and Document Scoring for an Efficient Question Answering System

Author

Alhamzeh, Alaa, Bouhaouel, Mohamed, Egyed-Zsigmond, Előd, Mitrović, Jelena, Brunie, Lionel, Kosch, Harald, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Barrón-Cedeño, Alberto, editor, Da San Martino, Giovanni, editor, Degli Esposti, Mirko, editor, Sebastiani, Fabrizio, editor, Macdonald, Craig, editor, Pasi, Gabriella, editor, Hanbury, Allan, editor, Potthast, Martin, editor, Faggioli, Guglielmo, editor, and Ferro, Nicola, editor

Published
2022
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8. Seeing Beyond Appearance - Mapping Real Images into Geometrical Domains for Unsupervised CAD-based Recognition

Author

Planche, Benjamin, Zakharov, Sergey, Wu, Ziyan, Hutter, Andreas, Kosch, Harald, and Ilic, Slobodan

Subjects
Computer Science - Computer Vision and Pattern Recognition
Abstract

While convolutional neural networks are dominating the field of computer vision, one usually does not have access to the large amount of domain-relevant data needed for their training. It thus became common to use available synthetic samples along domain adaptation schemes to prepare algorithms for the target domain. Tackling this problem from a different angle, we introduce a pipeline to map unseen target samples into the synthetic domain used to train task-specific methods. Denoising the data and retaining only the features these recognition algorithms are familiar with, our solution greatly improves their performance. As this mapping is easier to learn than the opposite one (ie to learn to generate realistic features to augment the source samples), we demonstrate how our whole solution can be trained purely on augmented synthetic data, and still perform better than methods trained with domain-relevant information (eg real images or realistic textures for the 3D models). Applying our approach to object recognition from texture-less CAD data, we present a custom generative network which fully utilizes the purely geometrical information to learn robust features and achieve a more refined mapping for unseen color images., Comment: paper + supplementary material; previous work: "Keep it Unreal: Bridging the Realism Gap for 2.5D Recognition with Geometry Priors Only"

Published
2018

9. Keep it Unreal: Bridging the Realism Gap for 2.5D Recognition with Geometry Priors Only

Author

Zakharov, Sergey, Planche, Benjamin, Wu, Ziyan, Hutter, Andreas, Kosch, Harald, and Ilic, Slobodan

Subjects
Computer Science - Computer Vision and Pattern Recognition
Abstract

With the increasing availability of large databases of 3D CAD models, depth-based recognition methods can be trained on an uncountable number of synthetically rendered images. However, discrepancies with the real data acquired from various depth sensors still noticeably impede progress. Previous works adopted unsupervised approaches to generate more realistic depth data, but they all require real scans for training, even if unlabeled. This still represents a strong requirement, especially when considering real-life/industrial settings where real training images are hard or impossible to acquire, but texture-less 3D models are available. We thus propose a novel approach leveraging only CAD models to bridge the realism gap. Purely trained on synthetic data, playing against an extensive augmentation pipeline in an unsupervised manner, our generative adversarial network learns to effectively segment depth images and recover the clean synthetic-looking depth information even from partial occlusions. As our solution is not only fully decoupled from the real domains but also from the task-specific analytics, the pre-processed scans can be handed to any kind and number of recognition methods also trained on synthetic data. Through various experiments, we demonstrate how this simplifies their training and consistently enhances their performance, with results on par with the same methods trained on real data, and better than usual approaches doing the reverse mapping., Comment: 10 pages + supplemetary material + references. The first two authors contributed equally to this work

Published
2018

10. DepthSynth: Real-Time Realistic Synthetic Data Generation from CAD Models for 2.5D Recognition

Author

Planche, Benjamin, Wu, Ziyan, Ma, Kai, Sun, Shanhui, Kluckner, Stefan, Chen, Terrence, Hutter, Andreas, Zakharov, Sergey, Kosch, Harald, and Ernst, Jan

Subjects
Computer Science - Computer Vision and Pattern Recognition
Abstract

Recent progress in computer vision has been dominated by deep neural networks trained over large amounts of labeled data. Collecting such datasets is however a tedious, often impossible task; hence a surge in approaches relying solely on synthetic data for their training. For depth images however, discrepancies with real scans still noticeably affect the end performance. We thus propose an end-to-end framework which simulates the whole mechanism of these devices, generating realistic depth data from 3D models by comprehensively modeling vital factors e.g. sensor noise, material reflectance, surface geometry. Not only does our solution cover a wider range of sensors and achieve more realistic results than previous methods, assessed through extended evaluation, but we go further by measuring the impact on the training of neural networks for various recognition tasks; demonstrating how our pipeline seamlessly integrates such architectures and consistently enhances their performance., Comment: International Conference on 3D Vision 2017

Published
2017

11. A Stacking Approach for Cross-Domain Argument Identification

Author

Alhamzeh, Alaa, Bouhaouel, Mohamed, Egyed-Zsigmond, Előd, Mitrović, Jelena, Brunie, Lionel, Kosch, Harald, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Strauss, Christine, editor, Kotsis, Gabriele, editor, Tjoa, A Min, editor, and Khalil, Ismail, editor

Published
2021
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12. A Hybrid Approach for Stock Market Prediction Using Financial News and Stocktwits

Author

Alhamzeh, Alaa, Mukhopadhaya, Saptarshi, Hafid, Salim, Bremard, Alexandre, Egyed-Zsigmond, Előd, Kosch, Harald, Brunie, Lionel, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Candan, K. Selçuk, editor, Ionescu, Bogdan, editor, Goeuriot, Lorraine, editor, Larsen, Birger, editor, Müller, Henning, editor, Joly, Alexis, editor, Maistro, Maria, editor, Piroi, Florina, editor, Faggioli, Guglielmo, editor, and Ferro, Nicola, editor

Published
2021
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14. Ordonnancement d'entit\'es pour la rencontre du web des documents et du web des donn\'ees

Author

Alsarem, Mazen, Portier, Pierre-Edouard, Calabretto, Sylvie, and Kosch, Harald

Subjects
Computer Science - Information Retrieval, Computer Science - Artificial Intelligence
Abstract

The advances of the Linked Open Data (LOD) initiative are giving rise to a more structured web of data. Indeed, a few datasets act as hubs (e.g., DBpedia) connecting many other datasets. They also made possible new web services for entity detection inside plain text (e.g., DBpedia Spotlight), thus allowing for new applications that will benefit from a combination of the web of documents and the web of data. To ease the emergence of these new use-cases, we propose a query-biased algorithm for the ranking of entities detected inside a web page. Our algorithm combine link analysis with dimensionality reduction. We use crowdsourcing for building a publicly available and reusable dataset on which we compare our algorithm to the state of the art. Finally, we use this algorithm for the construction of semantic snippets for which we evaluate the usability and the usefulness with a crowdsourcing-based approach., Comment: in French, Revue des Sciences et Technologies de l'Information - S{\'e}rie Document Num\'erique, Lavoisier, 2015, Nouvelles approches en recherche d'information, 18 (2-3/2015 ), pp.123-154

Published
2016

16. Ranking Entities in the Age of Two Webs, an Application to Semantic Snippets

Author

Alsarem, Mazen, Portier, Pierre-Edouard, Calabretto, Sylvie, and Kosch, Harald

Subjects
Computer Science - Information Retrieval
Abstract

The advances of the Linked Open Data (LOD) initiative are giving rise to a more structured Web of data. Indeed, a few datasets act as hubs (e.g., DBpedia) connecting many other datasets. They also made possible new Web services for entity detection inside plain text (e.g., DBpedia Spotlight), thus allowing for new applications that can benefit from a combination of the Web of documents and the Web of data. To ease the emergence of these new applications, we propose a query-biased algorithm (LDRANK) for the ranking of web of data resources with associated textual data. Our algorithm combines link analysis with dimensionality reduction. We use crowdsourcing for building a publicly available and reusable dataset for the evaluation of query-biased ranking of Web of data resources detected in Web pages. We show that, on this dataset, LDRANK outperforms the state of the art. Finally, we use this algorithm for the construction of semantic snippets of which we evaluate the usefulness with a crowdsourcing-based approach.

Published
2015
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17. CrowdED and CREX: Towards Easy Crowdsourcing Quality Control Evaluation

Author

Awwad, Tarek, Bennani, Nadia, Rehn-Sonigo, Veronika, Brunie, Lionel, Kosch, Harald, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Welzer, Tatjana, editor, Eder, Johann, editor, Podgorelec, Vili, editor, and Kamišalić Latifić, Aida, editor

Published
2019
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18. Image Content Modeling

Author

Kosch, Harald, Döller, Mario, Oria, Vincent, Section editor, Satoh, Shin'ichi, Section editor, Liu, Ling, editor, and Özsu, M. Tamer, editor

Published
2018
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19. Image Database

Author

Döller, Mario, Kosch, Harald, Oria, Vincent, Section editor, Satoh, Shin'ichi, Section editor, Liu, Ling, editor, and Özsu, M. Tamer, editor

Published
2018
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20. LPL, Towards a GDPR-Compliant Privacy Language: Formal Definition and Usage

Author

Gerl, Armin, Bennani, Nadia, Kosch, Harald, Brunie, Lionel, Hutchison, David, Series Editor, Kanade, Takeo, Series Editor, Kittler, Josef, Series Editor, Kleinberg, Jon M., Series Editor, Mattern, Friedemann, Series Editor, Mitchell, John C., Series Editor, Naor, Moni, Series Editor, Pandu Rangan, C., Series Editor, Steffen, Bernhard, Series Editor, Terzopoulos, Demetri, Series Editor, Tygar, Doug, Series Editor, Weikum, Gerhard, Series Editor, Hameurlain, Abdelkader, editor, and Wagner, Roland, editor

Published
2018
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21. Towards a Binary Object Notation for RDF

Author

Charpenay, Victor, Käbisch, Sebastian, Kosch, Harald, Hutchison, David, Series Editor, Kanade, Takeo, Series Editor, Kittler, Josef, Series Editor, Kleinberg, Jon M., Series Editor, Mattern, Friedemann, Series Editor, Mitchell, John C., Series Editor, Naor, Moni, Series Editor, Pandu Rangan, C., Series Editor, Steffen, Bernhard, Series Editor, Terzopoulos, Demetri, Series Editor, Tygar, Doug, Series Editor, Weikum, Gerhard, Series Editor, Gangemi, Aldo, editor, Navigli, Roberto, editor, Vidal, Maria-Esther, editor, Hitzler, Pascal, editor, Troncy, Raphaël, editor, Hollink, Laura, editor, Tordai, Anna, editor, and Alam, Mehwish, editor

Published
2018
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22. Quality assessment of the MPEG-4 scalable video CODEC

Author

Niedermeier, Florian, Niedermeier, Michael, and Kosch, Harald

Subjects
Computer Science - Multimedia, Computer Science - Computer Vision and Pattern Recognition
Abstract

In this paper, the performance of the emerging MPEG-4 SVC CODEC is evaluated. In the first part, a brief introduction on the subject of quality assessment and the development of the MPEG-4 SVC CODEC is given. After that, the used test methodologies are described in detail, followed by an explanation of the actual test scenarios. The main part of this work concentrates on the performance analysis of the MPEG-4 SVC CODEC - both objective and subjective.

Published
2009

24. Bi-criteria Pipeline Mappings for Parallel Image Processing

Author

Benoit, Anne, Kosch, Harald, Rehn-Sonigo, Veronika, and Robert, Yves

Subjects
Computer Science - Distributed, Parallel, and Cluster Computing
Abstract

Mapping workflow applications onto parallel platforms is a challenging problem, even for simple application patterns such as pipeline graphs. Several antagonistic criteria should be optimized, such as throughput and latency (or a combination). Typical applications include digital image processing, where images are processed in steady-state mode. In this paper, we study the mapping of a particular image processing application, the JPEG encoding. Mapping pipelined JPEG encoding onto parallel platforms is useful for instance for encoding Motion JPEG images. As the bi-criteria mapping problem is NP-complete, we concentrate on the evaluation and performance of polynomial heuristics.

Published
2008

26. RDF Store: Towards Extending the Semantic Web to Embedded Devices

Author

Charpenay, Victor, Käbisch, Sebastian, Kosch, Harald, Hutchison, David, Series Editor, Kanade, Takeo, Series Editor, Kittler, Josef, Series Editor, Kleinberg, Jon M., Series Editor, Mattern, Friedemann, Series Editor, Mitchell, John C., Series Editor, Naor, Moni, Series Editor, Pandu Rangan, C., Series Editor, Steffen, Bernhard, Series Editor, Terzopoulos, Demetri, Series Editor, Tygar, Doug, Series Editor, Weikum, Gerhard, Series Editor, Blomqvist, Eva, editor, Hose, Katja, editor, Paulheim, Heiko, editor, Ławrynowicz, Agnieszka, editor, Ciravegna, Fabio, editor, and Hartig, Olaf, editor

Published
2017
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27. Anno4j - Idiomatic Access to the W3C Web Annotation Data Model

Author

Berndl, Emanuel, Schlegel, Kai, Eisenkolb, Andreas, Weißgerber, Thomas, Kosch, Harald, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Sack, Harald, editor, Rizzo, Giuseppe, editor, Steinmetz, Nadine, editor, Mladenić, Dunja, editor, Auer, Sören, editor, and Lange, Christoph, editor

Published
2016
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30. Unleashing Semantics of Research Data

Author

Stegmaier, Florian, Seifert, Christin, Kern, Roman, Höfler, Patrick, Bayerl, Sebastian, Granitzer, Michael, Kosch, Harald, Lindstaedt, Stefanie, Mutlu, Belgin, Sabol, Vedran, Schlegel, Kai, Zwicklbauer, Stefan, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Rabl, Tilmann, editor, Poess, Meikel, editor, Baru, Chaitanya, editor, and Jacobsen, Hans-Arno, editor

Published
2014
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33. SPARQL-MM - Extending SPARQL to Media Fragments

Author

Kurz, Thomas, Schaffert, Sebastian, Schlegel, Kai, Stegmaier, Florian, Kosch, Harald, Presutti, Valentina, editor, Blomqvist, Eva, editor, Troncy, Raphael, editor, Sack, Harald, editor, Papadakis, Ioannis, editor, and Tordai, Anna, editor

Published
2014
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34. Folkioneer: Efficient Browsing of Community Geotagged Images on a Worldwide Scale

Author

Mousselly-Sergieh, Hatem, Watzinger, Daniel, Huber, Bastian, Döller, Mario, Egyed-Zsigmond, Elöd, Kosch, Harald, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Gurrin, Cathal, editor, Hopfgartner, Frank, editor, Hurst, Wolfgang, editor, Johansen, Håvard, editor, Lee, Hyowon, editor, and O’Connor, Noel, editor

Published
2014
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35. Improving Scene Detection Algorithms Using New Similarity Measures

Author

Zwicklbauer, Stefan, Meixner, Britta, Kosch, Harald, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Gurrin, Cathal, editor, Hopfgartner, Frank, editor, Hurst, Wolfgang, editor, Johansen, Håvard, editor, Lee, Hyowon, editor, and O’Connor, Noel, editor

Published
2014
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36. Tag Relatedness Using Laplacian Score Feature Selection and Adapted Jensen-Shannon Divergence

Author

Mousselly-Sergieh, Hatem, Döller, Mario, Egyed-Zsigmond, Elöd, Gianini, Gabriele, Kosch, Harald, Pinon, Jean-Marie, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Gurrin, Cathal, editor, Hopfgartner, Frank, editor, Hurst, Wolfgang, editor, Johansen, Håvard, editor, Lee, Hyowon, editor, and O’Connor, Noel, editor

Published
2014
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40. Challenges in Storing Multimedia Data for the Future - An Overview

Author

Meixner, Britta, Ettengruber, Michael, Kosch, Harald, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Schoeffmann, Klaus, editor, Merialdo, Bernard, editor, Hauptmann, Alexander G., editor, Ngo, Chong-Wah, editor, Andreopoulos, Yiannis, editor, and Breiteneder, Christian, editor

Published
2012
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41. Large-Scale Similarity-Based Join Processing in Multimedia Databases

Author

Kosch, Harald, Wölfl, Andreas, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Schoeffmann, Klaus, editor, Merialdo, Bernard, editor, Hauptmann, Alexander G., editor, Ngo, Chong-Wah, editor, Andreopoulos, Yiannis, editor, and Breiteneder, Christian, editor

Published
2012
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42. TempoM 2: A Multi Feature Index Structure for Temporal Video Search

Author

Döller, Mario, Stegmaier, Florian, Jans, Simone, Kosch, Harald, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Schoeffmann, Klaus, editor, Merialdo, Bernard, editor, Hauptmann, Alexander G., editor, Ngo, Chong-Wah, editor, Andreopoulos, Yiannis, editor, and Breiteneder, Christian, editor

Published
2012
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43. Towards Automatic Detection of CBIRs Configuration

Author

Vilsmaier, Christian, Karp, Rolf, Döller, Mario, Kosch, Harald, Brunie, Lionel, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Schoeffmann, Klaus, editor, Merialdo, Bernard, editor, Hauptmann, Alexander G., editor, Ngo, Chong-Wah, editor, Andreopoulos, Yiannis, editor, and Breiteneder, Christian, editor

Published
2012
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44. Quantum Logic Based MPEG Query Format Algebra

Author

Döller, Mario, Lehrack, Sebastian, Kosch, Harald, Schmitt, Ingo, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Detyniecki, Marcin, editor, Knees, Peter, editor, Nürnberger, Andreas, editor, Schedl, Markus, editor, and Stober, Sebastian, editor

Published
2011
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45. Knowledge Based Multimodal Result Fusion for Distributed and Heterogeneous Multimedia Environments: Concept and Ideas

Author

Stegmaier, Florian, Bürger, Tobias, Döller, Mario, Kosch, Harald, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Detyniecki, Marcin, editor, Knees, Peter, editor, Nürnberger, Andreas, editor, Schedl, Markus, editor, and Stober, Sebastian, editor

Published
2011
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46. AbSM – Agent-Based Session Mobility

Author

Hölbling, Günther, Pfnür, Wolfgang, Kosch, Harald, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Goebel, Randy, editor, Siekmann, Jörg, editor, Wahlster, Wolfgang, editor, and Nguyen, Ngoc Thanh, editor

Published
2011
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47. A Data Generator for Cloud-Scale Benchmarking

Author

Rabl, Tilmann, Frank, Michael, Sergieh, Hatem Mousselly, Kosch, Harald, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Nambiar, Raghunath, editor, and Poess, Meikel, editor

Published
2011
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