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ECAI
2008
Springer
15 years 3 days ago
Structure Learning of Markov Logic Networks through Iterated Local Search
Many real-world applications of AI require both probability and first-order logic to deal with uncertainty and structural complexity. Logical AI has focused mainly on handling com...
Marenglen Biba, Stefano Ferilli, Floriana Esposito
AI
2006
Springer
15 years 2 months ago
On the Performance of Chernoff-Distance-Based Linear Dimensionality Reduction Techniques
Abstract. We present a performance analysis of three linear dimensionality reduction techniques: Fisher's discriminant analysis (FDA), and two methods introduced recently base...
Mohammed Liakat Ali, Luis Rueda, Myriam Herrera
AI50
2006
15 years 2 months ago
Adaptive Multi-modal Sensors
Compressing real-time input through bandwidth constrained connections has been studied within robotics, wireless sensor networks, and image processing. When there are bandwidth con...
Kyle Ira Harrington, Hava T. Siegelmann
APPROX
2011
Springer
197views Algorithms» more  APPROX 2011»
13 years 10 months ago
Periodicity and Cyclic Shifts via Linear Sketches
We consider the problem of identifying periodic trends in data streams. We say a signal a ∈ Rn is p-periodic if ai = ai+p for all i ∈ [n − p]. Recently, Erg¨un et al. [4] pr...
Michael S. Crouch, Andrew McGregor
INFOCOM
1994
IEEE
15 years 2 months ago
A Comparative Evaluation of Space Priority Strategies in ATM Networks
Current standards reserve one bit in the ATM cell header to indicate loss priority. When congestion occurs ai a queue lower priority cells can be discarded in order to insure a sm...
Subhash Suri, David Tipper, Gopal Meempat