FitMine: automatic mining for time-evolving signals of cardiotocography monitoring
Sign Up to like & getrecommendations! Published in 2017 at "Data Mining and Knowledge Discovery"
DOI: 10.1007/s10618-017-0493-2
Abstract: The monitoring and assessment of the fetus condition are considered to be among the most important obstetric issues to consider during pregnancy and the prenatal period. Monitoring the fetal condition is required to detect the… read more here.
Keywords: time evolving; fitmine automatic; mining; automatic mining ... See more keywords
Incremental Word Vectors for Time-Evolving Sentiment Lexicon Induction
Sign Up to like & getrecommendations! Published in 2022 at "Cognitive Computation"
DOI: 10.1007/s12559-021-09831-y
Abstract: A sentiment lexicon is a list of expressions annotated according to affect categories such as positive, negative, anger and fear. Lexicons are widely used in sentiment classification of tweets, especially when labeled messages are scarce.… read more here.
Keywords: sentiment; time evolving; word; incremental word ... See more keywords
GraphKKE: graph Kernel Koopman embedding for human microbiome analysis
Sign Up to like & getrecommendations! Published in 2020 at "Applied Network Science"
DOI: 10.1007/s41109-020-00339-2
Abstract: More and more diseases have been found to be strongly correlated with disturbances in the microbiome constitution, e.g., obesity, diabetes, or some cancer types. Thanks to modern high-throughput omics technologies, it becomes possible to directly… read more here.
Keywords: time evolving; human microbiome; analysis; time ... See more keywords
Measuring hub locations in time-evolving spatial interaction networks based on explicit spatiotemporal coupling and group centrality
Sign Up to like & getrecommendations! Published in 2021 at "International Journal of Geographical Information Science"
DOI: 10.1080/13658816.2020.1863411
Abstract: As the essence of urban spatiotemporal interaction systems, hubs and centers empower cities to enhance socioeconomic prosperity and sustainability. However, a city manifests a time-evolving spatial... read more here.
Keywords: time evolving; evolving spatial; interaction; measuring hub ... See more keywords
Learning Polymorphic Neural ODEs With Time-Evolving Mixture
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Pattern Analysis and Machine Intelligence"
DOI: 10.1109/tpami.2022.3145013
Abstract: Neural ordinary differential equations (NODE) present a new way of considering a deep residual network as a continuous structure by layer depth. However, it fails to overcome its representational limits, where it cannot learn all… read more here.
Keywords: neural odes; ode; evolving mixture; time evolving ... See more keywords
Efficient Time-Evolving Stream Processing at Scale
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Transactions on Parallel and Distributed Systems"
DOI: 10.1109/tpds.2019.2911495
Abstract: Time-evolving stream datasets exist ubiquitously in many real-world applications where their inherent hot keys often evolve over times. Nevertheless, few existing solutions can provide efficient load balancing on these time-evolving datasets while preserving low memory… read more here.
Keywords: time; time evolving; efficient time; stream processing ... See more keywords
Faster Algorithms for Mining Shortest-Path Distances from Massive Time-Evolving Graphs
Sign Up to like & getrecommendations! Published in 2020 at "Algorithms"
DOI: 10.3390/a13080191
Abstract: Computing shortest-path distances is a fundamental primitive in the context of graph data mining, since this kind of information is essential in a broad range of prominent applications, which include social network analysis, data routing,… read more here.
Keywords: time evolving; time; path distances; graph ... See more keywords
Accelerate Incremental TSP Algorithms on Time Evolving Graphs with Partitioning Methods
Sign Up to like & getrecommendations! Published in 2022 at "Algorithms"
DOI: 10.3390/a15020064
Abstract: In time-evolving graphs, the graph changes at each time interval, and the previously computed results become invalid. We addressed this issue for the traveling salesman problem (TSP) in our previous work and proposed an incremental… read more here.
Keywords: time; evolving graphs; accelerate incremental; time evolving ... See more keywords
Optimum k-Nearest Neighbors for Heading Synchronization on a Swarm of UAVs under a Time-Evolving Communication Network
Sign Up to like & getrecommendations! Published in 2023 at "Entropy"
DOI: 10.3390/e25060853
Abstract: Heading synchronization is fundamental in flocking behaviors. If a swarm of unmanned aerial vehicles (UAVs) can exhibit this behavior, the group can establish a common navigation route. Inspired by flocks in nature, the k-nearest neighbors… read more here.
Keywords: time evolving; swarm; heading synchronization; evolving communication ... See more keywords