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Applied Intelligence
Kluwer Academic Publishers
 
   
 
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  1-10 of 57 reviews 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 XY 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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