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Applied Intelligence
Kluwer Academic Publishers
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Date Reviewed
Improving lazy decision tree for imbalanced classification by using skew-insensitive criteria
Su C., Cao J. Applied Intelligence 49(3): 1127-1145, 2019. Type: Article
Decision trees are powerful graphic tools representing decisions and their related outcomes as branches of a tree. They enable people to see both the overall picture and the local details at the same time. First developed in the 60s in...
Jul 18 2019
A new block matching algorithm based on stochastic fractal search
Betka A., Terki N., Toumi A., Hamiane M., Ourchani A. Applied Intelligence 49(3): 1146-1160, 2019. Type: Article
Block matching is an important technique for applications involving motion estimation, such as in video surveillance, TV broadcasting, video games, and so on. To improve the efficiency and effectiveness of block matching algorithms, th...
May 8 2019
Efficient method for updating class association rules in dynamic datasets with record deletion
Nguyen L., Nguyen N., Vo B., Nguyen H. Applied Intelligence 48(6): 1491-1505, 2018. Type: Article
Association rule mining (ARM) is an important subject in data mining. Mining association rules is to find rules in the form of
X
→
Y
from the rule base that
X
and
Apr 9 2019
Grasshopper optimization algorithm for multi-objective optimization problems
Mirjalili S., Mirjalili S., Saremi S., Faris H., Aljarah I. Applied Intelligence 48(4): 805-820, 2018. Type: Article
Describing the grasshopper optimization algorithm to solve multi-objective optimization problems, the key idea in this paper is to simulate the swarm behavior of grasshoppers to find an optimal or near-optimal solution to a problem in ...
Feb 15 2019
Modified cuckoo optimization algorithm (MCOA) to solve precedence constrained sequencing problem (PCSP)
Maadi M., Javidnia M., Ramezani R. Applied Intelligence 48(6): 1407-1422, 2018. Type: Article
The precedence constrained sequencing problem (PCSP) is a general problem:...
Jan 7 2019
Comparative study of computational algorithms for the Lasso with high-dimensional, highly correlated data
Kim B., Yu D., Won J. Applied Intelligence 48(8): 1933-1952, 2018. Type: Article
High-dimensional data analysis boils down to statistical regression, or selecting the variables that guarantee the most stable results across a wide variety of situations: as the number of variables increases, so do the possible outcom...
Oct 24 2018
A modified artificial bee colony approach for the 0-1 knapsack problem
Cao J., Yin B., Lu X., Kang Y., Chen X. Applied Intelligence 48(6): 1582-1595, 2018. Type: Article
Many would consider the search for the optimal evolutionary computation (the collective noun for the multitude of search algorithms based on nature) algorithm by researchers the world over as evolutionary in itself. Not only do we sear...
Aug 22 2018
ETARM: an efficient top-k association rule mining algorithm
Nguyen L., Vo B., Nguyen L., Fournier-Viger P., Selamat A. Applied Intelligence 48(5): 1148-1160, 2018. Type: Article
Association rule mining is a central component of data mining that deals with finding associations between elements in a database based on their use. The ubiquitous presence of association rules is sometimes credited to Amazon for thei...
Aug 6 2018
Multi swarm optimization algorithm with adaptive connectivity degree
Vafashoar R., Meybodi M. Applied Intelligence 48(4): 909-941, 2018. Type: Article
Do topological properties have any impact on the search behavior of population-based stochastic optimization methods like particle swarm optimization (PSO)? Can a PSO algorithm improve efficiency if such properties are tuned adaptively...
Aug 6 2018
Ant colony algorithm for automotive safety integrity level allocation
Gheraibia Y., Djafri K., Krimou H. Applied Intelligence 48(3): 555-569, 2018. Type: Article
Any technical system can fail and cause damages to its users and other people at large; the more damages a failure can cause, the more hazardous the system is. Of course, engineers have always striven to lower failure probabilities, da...
Jun 21 2018
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