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» Computational complexity and evolutionary computation
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147
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ECWEB
2009
Springer
204views ECommerce» more  ECWEB 2009»
15 years 10 months ago
Computational Complexity Reduction for Factorization-Based Collaborative Filtering Algorithms
Abstract. Alternating least squares (ALS) is a powerful matrix factorization (MF) algorithm for both implicit and explicit feedback based recommender systems. We show that by using...
István Pilászy, Domonkos Tikk
126
Voted
FSTTCS
2001
Springer
15 years 8 months ago
Computability and Complexity Results for a Spatial Assertion Language for Data Structures
Abstract. This paper studies a recently developed an approach to reasoning about mutable data structures, which uses an assertion language with spatial conjunction and implication ...
Cristiano Calcagno, Hongseok Yang, Peter W. O'Hear...
110
Voted
APL
1998
ACM
15 years 8 months ago
Reducing computational complexity with array predicates
This article describes how array predicates were used to reduce the computational complexity of four APL primitive functions when one of their arguments is a permutation vector. T...
Robert Bernecky
135
Voted
LATIN
2010
Springer
15 years 7 months ago
Computational Complexity of the Hamiltonian Cycle Problem in Dense Hypergraphs
Abstract. We study the computational complexity of deciding the existence of a Hamiltonian Cycle in some dense classes of k-uniform hypergraphs. Those problems turned out to be, al...
Marek Karpinski, Andrzej Rucinski, Edyta Szymanska
148
Voted
AHS
2007
IEEE
202views Hardware» more  AHS 2007»
15 years 3 months ago
PERPLEXUS: Pervasive Computing Framework for Modeling Complex Virtually-Unbounded Systems
This paper introduces Perplexus, a European project that aims to develop a scalable hardware platform made of custom reconfigurable devices endowed with bio-inspired capabilities...
Eduardo Sanchez, Andrés Pérez-Uribe,...