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IJCAI
2007
15 years 7 months ago
A Machine Learning Approach for Statistical Software Testing
Some Statistical Software Testing approaches rely on sampling the feasible paths in the control flow graph of the program; the difficulty comes from the tiny ratio of feasible p...
Nicolas Baskiotis, Michèle Sebag, Marie-Cla...
DLOG
2004
15 years 7 months ago
Local Tableaux for Reasoning in Distributed Description Logics
The last decade of basic research in the area of Description Logics (DL) has created a stable theory, efficient inference procedures, and has demonstrated a wide applicability of ...
Luciano Serafini, Andrei Tamilin
FIMI
2004
279views Data Mining» more  FIMI 2004»
15 years 7 months ago
DCI Closed: A Fast and Memory Efficient Algorithm to Mine Frequent Closed Itemsets
One of the main problems raising up in the frequent closed itemsets mining problem is the duplicate detection. In this paper we propose a general technique for promptly detecting ...
Claudio Lucchese, Salvatore Orlando, Raffaele Pere...
NLUCS
2004
15 years 7 months ago
Cognitive Dialogue Management
Abstract. Cognitive Dialogue Management is a novel approach to Dialogue Management which proposes a novel architecture for building up advanced interactive interfaces in natural la...
Vincenzo Pallotta
NIPS
2000
15 years 7 months ago
Using Free Energies to Represent Q-values in a Multiagent Reinforcement Learning Task
The problem of reinforcement learning in large factored Markov decision processes is explored. The Q-value of a state-action pair is approximated by the free energy of a product o...
Brian Sallans, Geoffrey E. Hinton