Survey on Swarm Search Feature Selection for Big Data Stream Mining

S. Meera; B. Rosiline

doi:10.5120/ijca2017912720

Survey on Swarm Search Feature Selection for Big Data Stream Mining

International Journal of Computer Applications ◽

10.5120/ijca2017912720 ◽

2017 ◽

Vol 158 (1) ◽

pp. 11-16

Author(s):

S. Meera ◽

B. Rosiline

Keyword(s):

Feature Selection ◽

Big Data ◽

Data Stream ◽

Data Stream Mining ◽

Stream Mining ◽

Search Feature ◽

Selection For

Download Full-text

ACCELERATED PSO SWARM SEARCH FEATURE SELECTION FOR DATA STREAM MINING BIG DATA USING GENETIC ALGORITHM

International Journal of Advance Engineering and Research Development ◽

10.21090/ijaerd.021159 ◽

2015 ◽

Vol 2 (11) ◽

Cited By ~ 1

Keyword(s):

Genetic Algorithm ◽

Feature Selection ◽

Big Data ◽

Data Stream ◽

Data Stream Mining ◽

Stream Mining ◽

Search Feature ◽

Selection For

Download Full-text

Accelerated PSO Swarm Search Feature Selection for Data Stream Mining Big Data

IEEE Transactions on Services Computing ◽

10.1109/tsc.2015.2439695 ◽

2015 ◽

pp. 1-1 ◽

Cited By ~ 53

Author(s):

Simon Fong ◽

Raymond Wong ◽

Athanasios Vasilakos

Keyword(s):

Feature Selection ◽

Big Data ◽

Data Stream ◽

Data Stream Mining ◽

Stream Mining ◽

Search Feature ◽

Selection For

Download Full-text

Kennard-Stone Balance Algorithm for Time-series Big Data Stream Mining

2020 International Conference on Data Mining Workshops (ICDMW) ◽

10.1109/icdmw51313.2020.00122 ◽

2020 ◽

Author(s):

Tengyue Li ◽

Simon Fong ◽

Yaoyang Wu ◽

Antonio J. Tallon-Ballesteros

Keyword(s):

Time Series ◽

Big Data ◽

Data Stream ◽

Data Stream Mining ◽

Stream Mining

Download Full-text

Improvised methods for tackling big data stream mining challenges: case study of human activity recognition

The Journal of Supercomputing ◽

10.1007/s11227-016-1639-5 ◽

2016 ◽

Vol 72 (10) ◽

pp. 3927-3959 ◽

Cited By ~ 6

Author(s):

Simon Fong ◽

Kexing Liu ◽

Kyungeun Cho ◽

Raymond Wong ◽

Sabah Mohammed ◽

...

Keyword(s):

Big Data ◽

Activity Recognition ◽

Human Activity ◽

Data Stream ◽

Human Activity Recognition ◽

Data Stream Mining ◽

Stream Mining

Download Full-text

Context-adaptive big data stream mining

2014 52nd Annual Allerton Conference on Communication, Control, and Computing (Allerton) ◽

10.1109/allerton.2014.7028494 ◽

2014 ◽

Cited By ~ 8

Author(s):

Cem Tekin ◽

Luca Canzian ◽

Mihaela van der Schaar

Keyword(s):

Big Data ◽

Data Stream ◽

Data Stream Mining ◽

Stream Mining

Download Full-text

Design and implementation of ACO feature selection algorithm for data stream mining

2016 International Conference on Automatic Control and Dynamic Optimization Techniques (ICACDOT) ◽

10.1109/icacdot.2016.7877746 ◽

2016 ◽

Cited By ~ 5

Author(s):

Shivani Harde ◽

Vaishali Sahare

Keyword(s):

Feature Selection ◽

Data Stream ◽

Data Stream Mining ◽

Selection Algorithm ◽

Feature Selection Algorithm ◽

Stream Mining ◽

Design And Implementation

Download Full-text

Big Data Stream Mining

Machine Learning for Data Streams ◽

10.7551/mitpress/10654.003.0006 ◽

2018 ◽

Keyword(s):

Big Data ◽

Data Stream ◽

Data Stream Mining ◽

Stream Mining

Download Full-text

Ensemble Framework for Big Data Stream Mining

2020 IEEE Conference on Computer Applications(ICCA) ◽

10.1109/icca49400.2020.9022820 ◽

2020 ◽

Author(s):

Phyo Thu Thu Khine ◽

Htwe Pa Pa Win

Keyword(s):

Big Data ◽

Data Stream ◽

Data Stream Mining ◽

Stream Mining

Download Full-text

IoT Big Data Stream Mining

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining - KDD '16 ◽

10.1145/2939672.2945385 ◽

2016 ◽

Cited By ~ 22

Author(s):

Gianmarco De Francisci Morales ◽

Albert Bifet ◽

Latifur Khan ◽

Joao Gama ◽

Wei Fan

Keyword(s):

Big Data ◽

Data Stream ◽

Data Stream Mining ◽

Stream Mining

Download Full-text

Real-time feature selection technique with concept drift detection using adaptive micro-clusters for data stream mining

Knowledge-Based Systems ◽

10.1016/j.knosys.2018.08.007 ◽

2018 ◽

Vol 161 ◽

pp. 205-239 ◽

Cited By ~ 2

Author(s):

Mahmood Shakir Hammoodi ◽

Frederic Stahl ◽

Atta Badii

Keyword(s):

Feature Selection ◽

Real Time ◽

Data Stream ◽

Concept Drift ◽

Data Stream Mining ◽

Stream Mining ◽

Feature Selection Technique ◽

Selection Technique ◽

Concept Drift Detection

Download Full-text