An incremental learning temporal influence model for identifying topical influencers on Twitter dataset

2021 ◽  
Vol 11 (1) ◽  
Author(s):  
G. R. Ramya ◽  
P. Bagavathi Sivakumar
Keyword(s):  
Incremental Learning ◽  
Influence Model ◽  
Temporal Influence

scholarly journals Modeling Morphology With Linear Discriminative Learning: Considerations and Design Choices

2021 ◽  
Vol 12 ◽  
Author(s):  
Maria Heitmeier ◽  
Yu-Ying Chuang ◽  
R. Harald Baayen
Keyword(s):  
Incremental Learning ◽  
Model Performance ◽  
Discriminative Learning ◽  
Inflectional Morphology ◽  
Generalization Performance ◽  
Frequency Effects ◽  
Influence Model ◽  
Unseen Data ◽  
Set Up

This study addresses a series of methodological questions that arise when modeling inflectional morphology with Linear Discriminative Learning. Taking the semi-productive German noun system as example, we illustrate how decisions made about the representation of form and meaning influence model performance. We clarify that for modeling frequency effects in learning, it is essential to make use of incremental learning rather than the end-state of learning. We also discuss how the model can be set up to approximate the learning of inflected words in context. In addition, we illustrate how in this approach the wug task can be modeled. The model provides an excellent memory for known words, but appropriately shows more limited performance for unseen data, in line with the semi-productivity of German noun inflection and generalization performance of native German speakers.

A multiple influence model of leadership

1981 ◽  
Author(s):  
J. G. Hunt ◽  
R. N. Osborn ◽  
H. J. Martin
Keyword(s):  
Influence Model

Incremental learning of word meanings: ERP evidence for stages of meaning acquisition

2010 ◽  
Author(s):  
Gwen A. Frishkoff ◽  
Kevyn Collins-Thompson ◽  
Charles A. Perfetti
Keyword(s):  
Incremental Learning ◽  
Word Meanings

Incremental learning in word production: Tracing the fate of non-selected alternative picture names.

2018 ◽  
Vol 44 (10) ◽  
pp. 1586-1602 ◽  
Author(s):  
Franziska Kurtz ◽  
Herbert Schriefers ◽  
Andreas Mädebach ◽  
Jörg D. Jescheniak
Keyword(s):  
Incremental Learning ◽  
Word Production

Estimation of Comfort/Disconfort Based on EEG in Massage by Use of Clustering according to Correration and Incremental Learning type NN

2012 ◽  
Vol 132 (6) ◽  
pp. 828-833
Author(s):  
Tatsuya Teramae ◽  
Daisuke Kushida ◽  
Fumiaki Takemori ◽  
Akira Kitamura
Keyword(s):  
Incremental Learning
Sign in / Sign up

Export Citation Format

Share Document