Name
Abstract | ||
|---|---|---|
In this paper, some harmony search algorithms have been proposed for data mining with big data. Three areas of big data processing have been studied to apply new metaheuristics. The first problem is related to MapReduce architecture that can be supported by a team of harmony search agents in grid infrastructure. The second dilemma involves development of harmony search in preprocessing of data series before data mining. Moreover, harmony search as a classification algorithm is studied as the third application. Finally, some outcomes for numerical experiments are submitted. |
Year | DOI | Venue |
|---|---|---|
2016 | 10.1007/978-3-319-45378-1_49 | COMPUTER INFORMATION SYSTEMS AND INDUSTRIAL MANAGEMENT, CISIM 2016 |
Field | DocType | Volume |
Data mining,Architecture,Computer science,Preprocessor,Artificial intelligence,Harmony search,Data series,Dilemma,Big data,Machine learning,Grid,Metaheuristic | Conference | 9842 |
ISSN | Citations | PageRank |
0302-9743 | 0 | 0.34 |
References | Authors | |
12 | 3 | |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Jerzy Balicki | 1 | 24 | 5.65 |
| Piotr Dryja | 2 | 0 | 0.34 |
| waldemar korlub | 3 | 3 | 1.43 |