In the case of real-world data streams, the underlying data distribution will not be static; it is subject to variation over time, which is known as the primary reason for concept drift. Concept drift poses severe problems to the accuracy of a model in online learning scenarios. The recurrin...
I argue that streams conform reasonably closely to the patch dynamics explanation of community organization which emphasizes temporal phenomena and focusses on the importance of history and chance. Even where competition or predation have been shown to play a role in shaping stream commu...
Big data streams started becoming ubiquitous in recent years,thanks to rapid generation of massive volumes of data by different applications.It is challeng... RF Mansour,S Al-Otaibi,A Al-Rasheed,... - 计算机,材料和连续体(英文) 被引量: 0发表: 2021年 加载更多来源...
The proposed algorithm can effectively detect different types of concept drift in data streams, perform targeted drift adaptation, and exhibit efficiency in terms of time complexity and memory consumption. Additionally, the algorithm maintains stable performance, avoiding abrupt changes due to window size...
Only talker streams taprio support restricted to offload mode Code ready to support additional qdiscs Launch-Time Control not supported E.g. etf qdisc Current support for AF_PACKET only Very basic local schedule calculation E.g. inter-packet gap not considered, only one traffic class per slot....
Because different assumptions about what constitutes reference condition will have important effects on the final classification of streams into condition classes, we urge that bioassessments be consistent in describing the definitions and methods used to set expectations. 展开 ...
Rates of heterotrophic activity can exceed primary production in many aquatic ecosystems including oceans, lakes, and streams. A comprehensive definition of trophic state with respect to aquatic food webs requires accounting for both the oxidation of organic C (respiration) and photosynthetic fixation of...
To check the feasibility of matching, the property and volume of waste streams from a range of industrial/agricultural/aquacultural sectors must be compared to the requirement of the raw materials and process streams used in other sectors. Life-cycle-thinking should be an essential component in the...
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Delimiter: A delimiter is a sequence of one or more characters used to specify the boundary between separate, independent regions in plain text or other data streams. >>> s = 'spam-spam-spam' >>> delimiter = '-' >>> s.split(delimiter) ['spam', 'spam', 'spam'] JOIN: It is the...