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AAAI
2010
15 years 4 months ago
Multi-Task Sparse Discriminant Analysis (MtSDA) with Overlapping Categories
Multi-task learning aims at combining information across tasks to boost prediction performance, especially when the number of training samples is small and the number of predictor...
Yahong Han, Fei Wu, Jinzhu Jia, Yueting Zhuang, Bi...
EICS
2010
ACM
15 years 4 months ago
Seamless integration of heterogeneous UI components
Component-based software engineering is a paradigm aiming at better ways to reuse existing code and to distribute work across teams. Integrating UI components developed with diffe...
Heiko Paulheim, Atila Erdogan
ESEM
2010
ACM
15 years 4 months ago
A comprehensive characterization of NLP techniques for identifying equivalent requirements
Though very important in software engineering, linking artifacts of the same type (clone detection) or of different types (traceability recovery) is extremely tedious, error-prone...
Davide Falessi, Giovanni Cantone, Gerardo Canfora
CEC
2010
IEEE
15 years 4 months ago
Implementing an intuitive mutation operator for interactive evolutionary 3D design
Abstract— Locality - how well neighbouring genotypes correspond to neighbouring phenotypes - has been described as a key element in Evolutionary Computation. Grammatical Evolutio...
Jonathan Byrne, James McDermott, Edgar Galvá...
CEC
2010
IEEE
15 years 4 months ago
Cooperative Co-evolution with delta grouping for large scale non-separable function optimization
— Many evolutionary algorithms have been proposed for large scale optimization. Parameter interaction in nonseparable problems is a major source of performance loss specially on ...
Mohammad Nabi Omidvar, Xiaodong Li, Xin Yao