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ML
2000
ACM
150views Machine Learning» more  ML 2000»
15 years 7 months ago
Adaptive Retrieval Agents: Internalizing Local Context and Scaling up to the Web
This paper discusses a novel distributed adaptive algorithm and representation used to construct populations of adaptive Web agents. These InfoSpiders browse networked information ...
Filippo Menczer, Richard K. Belew
IEEEVAST
2010
15 years 2 months ago
Anomaly detection in GPS data based on visual analytics
Modern machine learning techniques provide robust approaches for data-driven modeling and critical information extraction, while human experts hold the advantage of possessing hig...
Zicheng Liao, Yizhou Yu, Baoquan Chen
TITS
2010
110views Education» more  TITS 2010»
15 years 2 months ago
Research Collaboration and ITS Topic Evolution: 10 Years at T-ITS
This paper investigates the collaboration patterns and research topic trends in the publications of the IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS (T-ITS) over the pas...
Linjing Li, Xin Li, Changjian Cheng, Cheng Chen, G...
CP
2009
Springer
16 years 8 months ago
Search Spaces for Min-Perturbation Repair
Many problems require minimally perturbing an initial state in order to repair some violated constraints. We consider two search spaces for exactly solving this minimal perturbatio...
Alex S. Fukunaga
ICASSP
2007
IEEE
16 years 1 months ago
Importance of Feature Locations in Bag-of-Words Image Classification
The impact of image feature locations in the bag-of-words model for object classification is examined. It is demonstrated that a simple variance-based method works well and offer...
Nevena Lazic, Parham Aarabi