| Machine Symbol Grounding and Optimization | O. Kramer | Proceedings of the Third International Conference on Agents and Artificial Intelligence (ICAART 2011), Rome, Italy | January 2011 | Algorithms | [PDF]
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| Algorithms to Detect Multi-Protein Modularity Conserved During Evolution | L. Hodgkinson and R. M. Karp | EECS Department, UC Berkeley Technical Report No. UCB/EECS-2011-7, Berkeley, California | January 2011 | Algorithms | |
| Heuristic Algorithms in Computations Molecular Biology | R. M. Karp | Journal of Computer and System Sciences, Special Issue: Celebrating Karp's Kyoto Prize, Vol. 77, No. 1, pp. 122-128 | January 2011 | Algorithms | |
| Finding Lost Children | A. Eden, C.M. Christoudias, and T. Darrell | Proceedings of the 2011 IEEE Workshop on Person-Oriented Vision (POV 2011), Kona, Hawaii, pp 7-12 | January 2011 | Vision | [PDF]
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| Review of C. Simon, et al., "Visual Event Recognition Using Decision Trees" | G. Friedland | ACM Computing Reviews, CR138638 | January 2011 | Speech | |
| Introduction to Multimedia Computing | G. Friedland and R. Jain | Cambridge University Press | 2011 | Speech | |
| Automated Information Extraction in Production | R. Desutter, J.P. Evain, G. Friedland, A. Messina, and M. Sano | Special issue in Multimedia Tools and Applications, Springer | 2011 | Speech | |
| Universality of Frames: Evidence from English-to-Japanese Translation | Y. Hasegawa, R. Lee-Goldman, and C. J. Fillmore | The Socio-Pragmatics of Frame Semantics and Construction Grammar. Amsterdam, J.-O. Ostman and M. Fried, eds., John Benjamins | 2011 | AI | |
| Capturing Long-Term User Interests in Online Television News Program | F. Hopfgartner | In TV Content Analysis: Techniques and Applications, Chapter 11, CRC Press | 2011 | AI | |
| Survey on Tools for Content Management in TV Post-Production | W. Bailer, K. Schoeffmann, and F. Hopfgartner | In TV Content Analysis: Techniques and Applications, Chapter 18, CRC Press | 2011 | AI | |
| Deep and Wide: Multiple Layers in Automatic Speech Recognition | N. Morgan | IEEE Transactions on Audio, Speech, and Language Processing, Special Issue on Deep Learning | 2011 | Speech | [PDF]
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| Universally Manipulable Body Models -- Dual Quaternion Representations in Layered and Dynamic MMCs | M. Schilling | Autonomous Robots, Vol. 30, No. 4, pp. 399-425, DOI: 10.1007/s10514-011-9226-3
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| The Automatic Recognition of Emotions in Speech | A. Batliner, B. Schuller, D. Seppi, S. Steidl, L. Devillers, L. Vidrascu, T. Vogt, V. Aharonson, and N. Amir | Article in P. Petta, Paolo, C. Pelachaud, R. Cowie, eds., Emotion-Oriented Systems: The Humaine Handbook Cognitive Technologies, pp. 71-99, Springer | 2011 | Speech | |
| On the Use of Spectro-Temporal Features in Noise-Additive Speech | S. Ravuri | UC Berkeley Master's thesis, Spring 2011 | 2011 | Speech | [PDF]
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| Speaker Diarization | G. Friedland | In Speech and Audio Signal Processing, 2nd edition, B. Gold, N. Morgan, D. Ellis, eds., Wiley | 2011 | Speech | |
| Information Organisation Issues in Multimedia Retrieval using Low-Level Features | F. Hopfgartner, R. Ren, T. Urruty, and J. M. Jose | In Multimedia Semantics: Metadata, Analysis and Interaction, R. Troncy, B. Huet and S. Schenk, eds., Chapter 14, pp. 241-260, Wiley | 2011 | AI | |
| Annual Report 2011 | ICSI Staff | | 2011 | ICSI Annual Reports | [PDF]
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| Factorized Latent Spaces with Structured Sparsity | Y. Jia, M. Salzmann, and T. Darrell | Proceedings of the 24th Annual Conference on Neural Information Processing Systems (NIPS 2010), Vancouver, Canada, pp. 982-990 | December 2010 | Vision | [PDF]
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| Approximating Covering Problems by Randomized Search Heuristics using Multi-Objective Models | T. Friedrich, J. He, N. Hebbinghaus, F. Neumann, and C. Witt | Evolutionary Computation, Vol. 18, No. 4, pp. 617-633, Winter 2010 | December 2010 | Algorithms | [PDF]
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| On the Power and Limits of Evolutionary Conservation -- Unraveling Bacterial Gene Regulatory Networks | J. Baumbach | Nucleic Acids Research, Vol. 38, No. 22, pp. 7877-7884 | December 2010 | Algorithms | [PDF]
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| Analysis of an Iterated Local Search Algorithm for Vertex Coloring | D. Sudholt and C. Zarges | Proceedings of the 21st International Symposium on Algorithms and Computation (ISAAC 2010), Jeju Island, Korea | December 2010 | Algorithms | |
| Combining Object-Oriented Design and SOA with Remote Objects over Web Services | M. Ferber, T. Rauber, and S. Hunold | Proceedings of the 8th IEEE European Conference on Web Services, Ayia Napa, Cyprus, pp. 83-90 | December 2010 | Architecture | [PDF]
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| Size Matters: Metric Visual Search Constraints from Monocular Metadata | M. Fritz, K. Saenko, and T. Darrell | Proceedings of the 24th Annual Conference on Neural Information Processing Systems (NIPS 2010), Vancouver, Canada, pp. 622-630 | December 2010 | Vision | |
| Inductive Regularized Learning of Kernel Functions | P. Jain, B. Kulis, and I. Dhillon | Proceedings of the 24th Annual Conference on Neural Information Processing Systems (NIPS 2010), Vancouver, Canada, pp. 946-954 | December 2010 | Vision | [PDF]
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| The Importance of Trusting Beliefs Linked to the Corporate Website for Diffusion of Recruiting-Related Online Innovations | M. Bermudez-Edo, N. Hurtado-Torres, and J. A. Aragon-Correa | Information Technology and Management, Vol. 11, No. 4, pp. 177-189 | December 2010 | Networking | |
| Parallelizing Speaker-Attributed Speech Recognition for Meeting Browsing | G. Friedland, J. Chong, and A. Janin | Proceedings of the 2010 IEEE International Symposium on Multimedia (ISM2010), Taiwan, pp. 121-128 | December 2010 | Speech | [PDF]
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| Structured Approaches to Data Selection for Speaker Recognition | H. Lei | UC Berkeley dissertation | December 2010 | Speech | [PDF]
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| A Generic Coalescent-Based Framework for the Selection of a Reference Panel for Imputation | B. Pasanuic, R. Avinery, T. Gur, C. F. Skibola, P. M. Bracci, and E. Halperin | Genetic Epidemiology, Vol. 34, Issue 8, pp. 773-782 | December 2010 | Algorithms | [PDF]
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| A Cost Comparison of Datacenter Network Architectures | L. Popa, S. Ratnasamy, G. Iannaccone, A. Krishnamurthy, and I. Stoica | Proceedings of the 6th ACM International Conference on Emerging Networking EXperiments and Technologies, Philadelphia, Pennsylvania, article no. 16 | December 2010 | Networking | [PDF]
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| Virtualizing the Network Forwarding Plane | M. Casado, T. Koponen, R. Ramanathan, and S. Shenker | Proceedings of the Workshop on Programmable Routers for Extensible Services of Tomorrow (PRESTO 2010), Philadelphia, Pennsylvania | December 2010 | Networking | [PDF]
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| Simulation Semantics can Revitalize the Formalization of Meaning | J. Feldman | Physics of Life Review, Vol. 7, No. 4, pp. 421-423, Elsevier | December 2010 | AI | [PDF]
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| Embodied Language, Best-Fit Analysis, and Formal Compositionality | J. Feldman | Physics of Life Review, Vol. 7, No. 4, pp. 385-410, Elsevier. DOI:10.1016/j.plrev.2010.06.006 | December 2010 | AI | [PDF]
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| Presymptomatic Risk Assessment for Chronic Non-Communicable Diseases | B. Padhukasahasram, E. Halperin, J. Wessel, D. J. Thomas, E. Silver, H. Trumbower, M. Cargill, and D. A. Stephan | PLoS ONE Vol. 5, No. 12. doi:10.1371/journal.pone.0014338 | December 2010 | Algorithms | |
| Computational Intelligence and Sustainable Energy: Case Studies and Applications | O. Kramer | ICSI Technical Report TR-10-010 | November 2010 | ICSI Technical Reports | [PDF]
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| Sharing RFID and Complex Event Data Among Organizations | H. Ziekow and O. Guenther | Information Systems Frontiers, Vol. 12, No. 5, pp. 541-549 | November 2010 | Other | |
| Tuning-Robust Initialization Methods for Speaker Diarization | D. Imseng and G. Friedland | IEEE Transactions on Audio, Speech, and Language Processing, Vol. 18, Issue 8, pp. 2028-2037 | November 2010 | Speech | [PDF]
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| Selected Papers from the 11th IEEE International Symposium on Multimedia (ISM2009) | G. Friedland and M.-L. Shyu, eds. | International Journal on Semantic Computing, Vol. 4, No. 2 | November 2010 | Speech | |
| Netalyzr: Illuminating The Edge Network | C. Kreibich, N. Weaver, B. Nechaev, and V. Paxson | Proceedings of the Internet Measurement Conference (IMC 2010), Melbourne, Australia, pp. 246-259 | November 2010 | Networking | [PDF]
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| Optimal Information Security Investment with Penetration Testing | R. Boehme and M. Felegyhazi | Proceedings of the Conference on Decision and Game Theory for Security (GameSec 2010), Berlin, Germany, 21-37 | November 2010 | Networking | [PDF]
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| Dialocalizaton: Acoustic Speaker Diarization and Visual Localization as Joint Optimization Problem | G. Friedland, C. Yeo, and H. Hung | ACM Transactions on Multimedia Computing, Communications, and Applications, Vol. 6, No. 4, Article 27 | November 2010 | Speech | [PDF]
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| Persona Linking: Matching Uploaders of Videos Across Accounts | H. Lei, J. Choi, A. Janin, and G. Friedland | ICSI Technical Report TR-10-009. Also appears in the proceedings of the International Conference on Acoustics, Speech and Signal Processing (ICASSP 2011), Prague, Czech Republic, May 2011. | October 20 2010 | ICSI Technical Reports | [PDF]
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| Multimodal Location Estimation | G. Friedland, O. Vinyals, and T. Darrell | Proceedings of the ACM International Conference on Multimedia (ACM Multimedia 2010), Florence, Italy, pp. 1245-1251 | October 2010 | Speech | [PDF]
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| Precise Indoor Localization Using Smart Phones | E. Martin, O. Vinyals, G. Friedland, and R. Bajcsy | Proceedings of the ACM International Conference on Multimedia (ACM Multimedia 2010), Florence, Italy, pp. 787-790 | October 2010 | Speech | [PDF]
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| Joke-O-Mat HD: Browsing Sitcoms with Human Derived Transcripts | A. Janin, L. Gottlieb, and G. Friedland | Proceedings of the ACM International Conference on Multimedia (ACM Multimedia 2010), Florence, Italy, pp. 1591-1594 | October 2010 | Speech | [PDF]
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| Narrative-Theme Navigation for Sitcoms Supported by Fan-Generated Scripts | G. Friedland, L. Gottlieb, and A. Janin | Proceedings of the Third International Workshop on Automated Information Extraction in Media Production (AIEMPro '10) at the ACM International Conference on Multimedia (ACM Multimedia 2010), Florence, Italy, pp. 3-8 | October 2010 | Speech | [PDF]
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| Long Story Short - Global Unsupervised Models for Keyphrase Based Meeting Summarization | K. Riedhammer, B. Favre, and D. Hakkani-Tur | Speech Communication, Vol. 52, Issue 10, pp. 801-815. DOI:10.1016/j.specom.2010.06.002 | October 2010 | Speech | |
| Onix: A Distributed Control Platform for Large-scale Production Networks | T. Koponen, M. Casado, N. Gude, J. Stribling, L. Poutievski, M. Zhu, R. Ramanathan, Y. Iwata, H. Inoue, T. Hama, and S. Shenker | Proceedings of the 9th USENIX Symposium on Operating Systems Design and Implementation (OSDI 10), Vancouver, Canada, pp. 351-364 | October 2010 | Networking | [PDF]
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| @spam: The Underground on 140 Characters or Less | C. Grier, K. Thomas, V. Paxson, and M. Zhang | Proceedings of the 17th ACM Conference on Computer and Communications Security, Chicago, Illinois, pp. 27-37 | October 2010 | Networking | [PDF]
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| Using Strongly Typed Networking to Architect for Tussle | C. Muthukrishnan, V. Paxson, M. Allman, and A. Akella | Proceedings of the 9th ACM Workshop on Hot Topics in Networks (HotNets-IX), Monterey, California, article no. 9 | October 2010 | Networking | [PDF]
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| On Building Special-Purpose Social Networks for Emergency Communication | M. Allman | ACM Computer Communication Review, Vol. 40, Issue 5 | October 2010 | Networking | [PDF]
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