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» Optimizing Complex Loss Functions in Structured Prediction
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GECCO
2007
Springer
211views Optimization» more  GECCO 2007»
14 years 3 months ago
An extremal optimization search method for the protein folding problem: the go-model example
The protein folding problem consists of predicting the functional (native) structure of the protein given its linear sequence of amino acids. Despite extensive progress made in un...
Alena Shmygelska
AUSDM
2008
Springer
258views Data Mining» more  AUSDM 2008»
13 years 11 months ago
wFDT - Weighted Fuzzy Decision Trees for Prognosis of Breast Cancer Survivability
Accurate and less invasive personalized predictive medicine can spare many breast cancer patients from receiving complex surgical biopsies, unnecessary adjuvant treatments and its...
Umer Khan, Hyunjung Shin, Jongpill Choi, Minkoo Ki...
ICANNGA
2007
Springer
100views Algorithms» more  ICANNGA 2007»
14 years 26 days ago
Softening Splits in Decision Trees Using Simulated Annealing
Predictions computed by a classification tree are usually constant on axis-parallel hyperrectangles corresponding to the leaves and have strict jumps on their boundaries. The densi...
Jakub Dvorák, Petr Savický
VLSID
2003
IEEE
78views VLSI» more  VLSID 2003»
14 years 9 months ago
Interface Design Techniques for Single-Chip Systems
This paper quantifies the performance of typical functional unit interface designs in single-chip systems. We introduce a specific equation to guide the design of optimal module i...
Robert H. Bell Jr., Lizy Kurian John
ICTAI
2009
IEEE
14 years 3 months ago
A Multi-objective Genetic Algorithm for Community Detection in Networks
A multiobjective genetic algorithm to uncover community structure in complex network is proposed. The algorithm optimizes two objective functions able to identify densely connecte...
Clara Pizzuti