Results 71 to 80 of about 238,473 (148)

Roadmap of Concept Drift Adaptation in Data Stream Mining, Years Later

IEEE Access
As machine learning models are increasingly applied to real-world scenarios, it is essential to consider the possibility of changes in the data distribution over time.
Osama A. Mahdi, Nawfal Ali, Eric Pardede, Ammar Alazab, Tahsien Al-Quraishi, Bhagwan Das   +5 more
doaj   +1 more source

Mobile data stream mining: from algorithms to applications [PDF]

, 2012
Gaber, M., Gama, J., Krishnaswamy, S.
core   +1 more source

Towards a parallel computationally efficient approach to scaling up data stream classification [PDF]

Advances in hardware technologies allow to capture and process data in real-time and the resulting high throughput data streams require novel data mining approaches.
Di Fatta, Giuseppe, Gomes, João Bártolo, Stahl, Frederic, Tennant, Mark   +3 more
core  

A holistic approach for resource-aware adaptive data stream mining [PDF]

, 2006
Gaber, M., Yu, P.
core   +1 more source

Real-time clinical decision support system with data stream mining. [PDF]

J Biomed Biotechnol, 2012
Zhang Y, Zhang Y, Fong S, Fiaidhi J, Mohammed S.   +4 more
europepmc   +1 more source

Imbalanced data stream classification method with limited labels

大数据
Data stream classification is a crucial research area within data stream mining, with the core task of swiftly capturing concept drifts from real-time incoming data stream and promptly adjusting classification models.
LI Yanhong, LI Zhihua, ZHENG Jianxing, BAI Hexiang, GUO Xin   +4 more
doaj   +2 more sources

Ecological Impacts of Mining in the Amazon: Thematic Trends and Research Gaps. [PDF]

Environ Manage
Pinheiro JV, Martins WBR, Siqueira-Gay J, Villén-Pérez S, Giglio VJ.   +4 more
europepmc   +1 more source

Effect of the mining pipeline on habitat quality and the diversity of semiaquatic bug communities (Heteroptera: Gerromorpha) in streams of the eastern Amazon. [PDF]

Environ Monit Assess
Laurindo LN, Luz-Silva B, Santos-Silva F, Campos IR, Brito JS, da Silva KD, de Resende BO, Melo GS, Guterres APM, Cunha EJ, Michelan TS, de Assis Montag LF, Juen L.   +12 more
europepmc   +1 more source

State-of-the-art in data stream mining [PDF]

, 2007
Gaber, M., Gama, J.
core  

Mobile activity recognition using ubiquitous data stream mining [PDF]

, 2012
Gaber, M., Gomes, J., Krishnaswamy, S., Menasalvas, E., Sousa, P.   +4 more
core