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Research Area: Search Technologies, Machine Learning |
Profile
Berkant Barla Cambazoglu received his BS, MS, and PhD degrees, all in computer engineering, from the Computer Engineering Department of Bilkent University in 1997, 2000, and 2006, respectively. He has then worked as a postdoctoral researcher in the Biomedical Informatics Department of the Ohio State University. He is currently employed as a researcher in Yahoo! Research. He has worked in several research projects, funded by the Scientific and Technological Research Council of Turkey, the European Union Sixth Framework Program, and the National Cancer Institute. In 2007, he received Embodying the Vision award as a developer in the caBIG project. His research interests mainly include information retrieval, data mining, and distributed computing. He has papers published in prestigious journals including IEEE Transactions on Parallel and Distributed Systems, Journal of Parallel and Distributed Computing, Information Systems, Information Processing & Management, Journal of Digital Imaging, and the Journal of the American Medical Informatics Association.
Recent Publications, Projects and News
- On the feasibility of geographically distributed Web crawling B.B. Cambazoglu; F. Junqueira; V. Plachouras; L. Telloli, Proceedings of the Third International ICST Conference on Scalable Information Systems, ICST, 2008 [view abstract]
- Sharing data and analytical resources securely in a biomedical research grid environment S. Langella; S. Hastings; S. Oster; T. Pan; A. Sharma; J. Permar; D. Ervin; B.B. Cambazoglu; T. Kurc; J. Saltz, Journal of the American Medical Informatics Association, Elsevier, 2008, 3 [view abstract]
- Multi-level direct K-way hypergraph partitioning with multiple constraints and fixed vertices C. Aykanat; B.B. Cambazoglu; B. Ucar, Journal of Parallel and Distributed Computing, Elsevier, 2008, 5 [view abstract]
- Clustering spatial networks for aggregate query processing: A hypergraph approach E. Demir; C. Aykanat; B.B. Cambazoglu, Information Systems, Elsevier, 2008, 1 [view abstract]
- Chat mining: predicting user and message attributes in computer-mediated communication T. Kucukyilmaz; B.B. Cambazoglu; F. Can; C. Aykanat, Information Processing & Management, Elsevier, 2008, 4 [view abstract]
- Adaptive decomposition and remapping algorithms for object-space-parallel direct volume rendering of unstructured grids C. Aykanat; B.B. Cambazoglu; F. Findik; T. Kurc, Journal of Parallel and Distributed Computing, Elsevier, 2007, 1 [view abstract]
- Hypergraph-partitioning-based remapping models for image-space-parallel direct volume rendering of unstructured grids B.B. Cambazoglu; C. Aykanat, IEEE Transactions on Parallel and Distributed Systems, IEEE, 2007, 1 [view abstract]
- Architecture of a grid-enabled Web search engine B.B. Cambazoglu; A. Turk; E. Karaca; C. Aykanat; T. Kucukyilmaz, Information Processing & Management, Elsevier, 2007, 3 [view abstract]
- A Web-site-based partitioning technique for reducing preprocessing overhead of parallel PageRank computation A. Cevahir; C. Aykanat; A. Turk; B.B. Cambazoglu, Lecture Notes in Computer Science, Springer, 2007 [view abstract]
- Efficient processing of pathological images using the grid: computer-aided prognosis of neuroblastoma B.B. Cambazoglu; O. Sertel; J. Kong; J. Saltz; M.N. Gurcan; U.V. Catalyurek, Proceedings of the Fifth International Workshop on Challenges of Large Applications in Distributed Environments, 2007 [view abstract]
- Computerized pathological image analysis for neuroblastoma prognosis M.N. Gurcan; J. Kong; O. Sertel; B.B. Cambazoglu; J. Saltz; U.V. Catalyurek, Proceedings of the 2007 American Medical Informatics Association Annual Symposium, 2007 [view abstract]
- Chat mining for gender prediction T. Kucukyilmaz; B.B. Cambazoglu; C. Aykanat; F. Can, Lecture Notes in Computer Science, Springer, 2006 [view abstract]
- A term-based inverted index organization for communication-efficient parallel query processing B.B. Cambazoglu; C. Aykanat, IFIP International Conference on Network and Parallel Computing, 2006 [view abstract]
- Effect of inverted index partitioning schemes on performance of query processing in parallel text retrieval systems B.B. Cambazoglu; A. Catal; C. Aykanat, Lecture Notes in Computer Science, Springer, 2006 [view abstract]
- Performance of query processing implementations in ranking-based text retrieval systems using inverted indices B.B. Cambazoglu; C. Aykanat, Information Processing & Management, Elsevier, 2006, 4 [view abstract]
- Models and algorithms for parallel text retrieval B.B. Cambazoglu, Department of Computer Engineering, Bilkent University, 2006 [view abstract]