| 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 | |
| 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
This is the author’s version of the work. The final publication is available at www.springerlink.com. | 2011 | AI | [PDF]
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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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| Autonomous and Scalable Failure Detection in Distributed Systems | B. Satzger, A. Pietzowski, and T. Ungerer | International Journal of Autonomous and Adaptive Communications Systems, Vol. 4, No.1, pp. 61-77 | January 2011 | Algorithms | |
| Simple Max-Min Ant Systems and the Optimization of Linear Pseudo-Boolean Functions | T. Koetzing, F. Neumann, D. Sudholt, and M. Wagner | Proceedings of the 11th Foundations of Genetic Algorithms Workshop (FOGA XI), pp. 209-218, Schwarzenberg, Austria | January 2011 | Algorithms | [PDF]
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| Adaptive Population Models for Offspring Populations and Parallel Evolutionary Algorithms | J. Laessig and D. Sudholt | Proceedings of the 11th Foundations of Genetic Algorithms Workshop (FOGA XI), pp. 181-192, Schwarzenberg, Austria | January 2011 | Algorithms | [PDF]
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| Using Markov-Chain Mixing Time Estimates for the Analysis of Ant Colony Optimization | D. Sudholt | Proceedings of the 11th Foundations of Genetic Algorithms Workshop (FOGA XI), pp. 139-150, Schwarzenberg, Austria | January 2011 | Algorithms | [PDF]
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| Algorithms for Implicit Hitting Set Problems | K. Chandrasekaran, R. Karp, E. Moreno-Centeno, and S. Vempala | Proceedings of the ACM-SIAM Symposium on Discrete Algorithms (SODA 2011), pp. 614-629, San Francisco, California | January 2011 | Algorithms | [PDF]
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| 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 | |
| Genotype Is a Stronger Determinant than Sex of the Mouse Gut Microbiota | A. Kovacs, N. Ben-Jacob, H. Tayem, E. Halperin, F. A. Iraqi, and U. Gophna | Microbial Ecology, Vol. 61, No. 2, pp. 423-428 | February 2011 | Algorithms | |
| Adaptive Interactive News Video Recommendation: An Example System | F. Hopfgartner | Proceedings of the Second International Workshop on Semantic Models for Adaptive Interactive Systems (SEMAIS’11), Palo Alto, California | February 2011 | AI | [PDF]
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| ICSI Gazette | | | March 2011 | ICSI Newsletter | [PDF]
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| On the Effects of Registrar-Level Intervention | H. Liu, K. Levchenko, M. Felegyhazi, C. Kreibich, G. Maier, G. M. Voelker, and Stefan Savage | Proceedings of the Fourth USENIX Workshop on Large-Scale Exploits and Emergent Threats (LEET '11), Boston, Massachusetts | March 2011 | Networking | [PDF]
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| Can Network Characteristics Detect Spam Effectively in a Stand-Alone Enterprise? | T. Ouyang, S. Ray, M. Rabinovich, and M. Allman | Proceedings of the 12th Passive and Active Measurement Conference (PAM 2011), Atlanta, Georgia | March 2011 | Networking | [PDF]
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| Detecting and Analyzing Automated Activity on Twitter | C. M. Zhang and V. Paxson | Proceedings of the 12th Passive and Active Measurement Conference (PAM 2011), Atlanta, Georgia | March 2011 | Networking | [PDF]
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| Dominant Resource Fairness: Fair Allocation of Multiple Resources in Datacenters | A. Ghodsi, M. Zaharia, B. Hindman, A. Konwinski, S. Shenker, and I. Stoica | Proceedings of the 8th USENIX Symposium on Networked Systems Design and Implementation (NSDI 2011), Boston, Massachusetts | March 2011 | Networking | [PDF]
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| Datacenter-Scale Network Research on FPGAs | Z. Tan, K. Asanovic, and D. Patterson | Proceedings of the Exascale Evaluation and Research Techniques Workshop (EXERT 2011) at the 16th International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS 2011), Newport Beach, California | March 2011 | Architecture | [PDF]
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| NAT Usage in Residential Broadband Networks | G. Maier, F. Schneider, and A. Feldmann | Proceedings of the 12th International Conference on Passive and Active Network Measurement (PAM 2011), Atlanta, Georgia | March 2011 | Networking | [PDF]
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| Pedigree Reconstruction Using Identity by Descent | B. Kirkpatrick, S. C. Li, R. M. Karp, and E. Halperin | Proceedings of the 15th Annual International Conference on Research in Computational Molecular Biology (RECOMB 2011),Vancouver, British Columbia, Canada, pp. 136-152. Also appeared in Journal of Computational Biology, Vol. 18, No. 11, pp. 1481-1493, November 2011. | March 2011 | Algorithms | [PDF]
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| Mesos: A Platform for Fine-Grained Resource Sharing in the Data Center | B. Hindman, A. Konwinski, M. Zaharia, A. Ghodsi, A. Joseph, R. Katz, S. Shenker, and I. Stoica | Proceedings of the 8th USENIX Symposium on Networked Systems Design and Implementation (NSDI 2011), Boston, Massachusetts | March 2011 | Networking | [PDF]
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| Genotyping Common and Rare Variation Using Overlapping Pool Sequencing | D. He, N. Zaitlen, B. Pasaniuc, E. Eskin, and E. Halperin | BMC Informatics, Vol. 12, Suppl. 6. Also appears in the proceedings of the First Annual RECOMB Satellite Workshop on Massively Parallel Sequencing (RECOMB-seq), Vancouver, Canada, pp. 26-27 | March 2011 | Algorithms | [PDF]
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| Large-scale Association Analysis Identifies 13 New Susceptibility Loci for Coronary Artery Disease | The CARDIoGRAM Consortium | Nature Genetics, Vol. 43, No. 4, pp. 333-338 | March 2011 | Algorithms | |
| Towards Situational Awareness of Large-Scale Botnet Probing Events | Z. Li, A. Goyal, Y. Chen, and V. Paxson | IEEE Transactions on Information Forensics and Security, Vol. 6, No. 1, pp. 175-188 | March 2011 | Networking | [PDF]
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| Semantic Computing and Privacy: A Case Study Using Inferred Geo-Tagging | G. Friedland and J. Choi | International Journal of Semantic Computing, Vol. 5, No. 1, pp. 79-93. Also Best Poster in the Electrical and Computer Science and Engineering Track at the Korean Student Technical and Leadership Conference, Chicago, Illinois, March 2012. DOI: 10.1142/S1793351X11001171 | March 2011 | Speech | [PDF]
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| Learning New Color Names Produces Rapid Increase in Gray Matter in the Intact Adult Human Cortex | V. Kwok, Z. Niu, P. Kay, K. Zhou, L. Mo, Z. Jin, K.-F. So, and L. H. Tan | Proceedings of the National Academy of Sciences of the United States of America, Vol. 108, No. 16, pp. 6686-6688. DOI:10.1073/pnas.1103217108. | April 2011 | AI | [PDF]
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| Short-Term Wind Energy Forecasting Using Support Vector Regression | O. Kramer and F. Gieseke | Proceedings of the International Conference on Soft Computing Models in Industrial and Environmental Applications (SoCo), Salamanca, Spain | April 2011 | Algorithms | [PDF]
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| Self-Stabilization in Hierarchically Structured Energy Markets | J. Laessig, B. Satzger, and O. Kramer | Proceedings of the 8th International Conference on Information Technology: New Generations (ITNG 2011), pp. 803-809, Las Vegas, Nevada | April 2011 | Algorithms | |
| City-Identification on Flickr Videos Using Acoustic Features | H. Lei, J. Choi, and G. Friedland | ICSI Technical Report TR-11-001 | April 2011 | ICSI Technical Reports | [PDF]
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| Automatic Tagging and Geo-Tagging in Video Collections and Communities | M. Larson, M. Soleymani, P. Serdyukov, S. Rudinac, C. Wartena, V. Murdock, G. Friedland, R. Ordelman, and G. J. F. Jones | Proceedings of the ACM International Conference on Multimedia Retrieval (ICMR 2011), Trento, Italy, April 2011 | April 2011 | Speech | [PDF]
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| Effects of Usage Based Feedback on Video Retrieval: A Simulation Based Study | D. Vallet, F. Hopfgartner, J. M. Jose, and P. Castells | ACM Transactions on Information Systems, Vol. 29, Issue 2, Article 11 | April 2011 | AI | [PDF]
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