Results 11 to 20 of about 26,646,267 (236)

Ensemble learning for data stream analysis: A survey

Information Fusion, 2017
A comprehensive survey of ensemble approaches for data stream analysis.Taxonomy of ensemble algorithms for various data stream mining tasks.Discussion of open research problems and lines of future research.
B. Krawczyk, Leandro L. Minku, João Gama, J. Stefanowski, Michal Wozniak   +4 more
semanticscholar   +3 more sources

MVStream: Multiview Data Stream Clustering

IEEE Transactions on Neural Networks and Learning Systems, 2020
This article studies a new problem of data stream clustering, namely, multiview data stream (MVStream) clustering. Although many data stream clustering algorithms have been developed, they are restricted to the single-view streaming data, and clustering ...
Ling Huang, Changdong Wang, Hongyang Chao, Philip S. Yu   +3 more
semanticscholar   +3 more sources

A Systematic Literature Review of Skyline Query Processing Over Data Stream

IEEE Access, 2023
Recently, skyline query processing over data stream has gained a lot of attention especially from the database community owing to its own unique challenges.
Mudathir Ahmed Mohamud, Hamidah Ibrahim, Fatimah Sidi, Siti Nurulain Mohd Rum, Zarina Binti Dzolkhifli, Zhang Xiaowei, Ma'aruf Mohammed Lawal   +6 more
doaj   +1 more source

Context-aware adaptive data stream mining [PDF]

, 2009
In resource-constrained devices, adaptation of data stream processing to variations of data rates and availability of resources is crucial for consistency and continuity of running applications. However, to enhance and maximize the benefits of adaptation,
Gaber, M., Haghighi, P., Krishnaswamy, S., Loke, S., Zaslavsky, A.   +4 more
core   +1 more source

Extraction of Maritime Road Networks From Large-Scale AIS Data

IEEE Access, 2019
Extracting road network information including lane boundaries, lane centerlines, junctions and their relationship from AIS data plays an important role in location based services, urban computing and intelligent transportation systems, etc.
Guiling Wang, Jinlong Meng, Yanbo Han
doaj   +1 more source

Graph Neural Network for Traffic Flow Situation Prediction

Jisuanji kexue yu tansuo, 2021
Road network structure integrated traffic flow situation prediction is a highly nonlinear and complexly spatial-temporal dynamic correlation time-series data prediction problem. However, traditional traffic flow situation forecasting methods cannot model
JIANG Shan, DING Zhiming, XU Xinrun, YAN Jin
doaj   +1 more source

A review on data stream classification [PDF]

, 2018
At this present time, the significance of data streams cannot be denied as many researchers have placed their focus on the research areas of databases, statistics, and computer science.
A. A Haneen, A. Noraziah, Aggarwal C.C., Aggarwal C.C., Amini A., Amini A., Amini A., Ankerst M., Boden B., Cao F., Chen Y., Esfandani G., Forestiero A., Hu W., Huang T.-Q., Kholghi M., Mohd Helmy Abd Wahab, Nakata Y., Namadchian A., Rajaraman A., Sun Z., Xiong Z.   +21 more
core   +2 more sources

Data Stream Analytics

Analytics, 2023
The human brain works in such a complex way that we have not yet managed to decipher its functional mysteries [...]
Jesus S. Aguilar-Ruiz, Albert Bifet, Joao Gama   +2 more
doaj   +1 more source

A Declarative Service-Based Method for Adaptive Aggregation of Sensor Streams

IEEE Access, 2019
The dynamic interventions among sensor streams bring new challenges for the Internet of Things applications to derive meaningful information from a large amount of sensor streams.
Zhongmei Zhang, Chen Liu, Xiaohong Li, Yanbo Han, Chen Lv, Weilong Ding   +5 more
doaj   +1 more source

A Semiblind Receiver for a Two-Way UAV-Aided PIC System Based on the PARAFAC Model

International Journal of Antennas and Propagation, 2022
In this paper, we consider a two-way communication system using the unmanned aerial vehicle (UAV) as a relay (UAV-aided). This system eliminates impulse interference through an adaptive filter based on the least mean square (LMS) and uses the received ...
Xi Han, Yichen Liu, Qin Liu, Lijun Wang, Zhengping Li   +4 more
doaj   +1 more source