Prediction and understanding of AIE effect by quantum mechanics-aided machine-learning algorithm

2018 ◽  
Vol 54 (57) ◽  
pp. 7955-7958 ◽  
Author(s):  
Jia Qiu ◽  
Kun Wang ◽  
Zhouyang Lian ◽  
Xing Yang ◽  
Wenhui Huang ◽  
...  
Keyword(s):  
Machine Learning ◽  
Quantum Mechanics ◽  
Learning Algorithm ◽  
Svm Classifier ◽  
Machine Learning Algorithm ◽  
Aggregation Induced Emission ◽  
Learning Scheme ◽  
Emission Effect ◽  
Efficient Machine

An efficient machine learning scheme using a SVM classifier for predicting the aggregation-induced emission effect of triphenylamine-based luminophores was proposed.

scholarly journals Marathi Poem Classification using Machine Learning

2019 ◽  
Vol 8 (2) ◽  
pp. 2723-2727
Keyword(s):  
Machine Learning ◽  
Learning Algorithm ◽  
Svm Classifier ◽  
Machine Learning Algorithm

Poem a piece of writing in which the expression of feelings and ideas is given intensity by particular attention to diction (sometimes involving rhyme), rhythm, and imagery. It is used for showing different views. Every poet writes a poem with a different intention and different views. In the proposed system we have classified the poem according to its sentiments by using words of different categories. Machine learning algorithm SVM classifier is used for differencing the class of the poem. This system also enables the user to search the poem based on the poet name and poet type. For 341 poems of five categories 'Friend', 'Prem', 'Bhakti', 'Prerna' and 'Desh' accuracy achieved is 93.54%.

Enabling intelligent Mg-sheet processing utilizing efficient machine-learning algorithm

2020 ◽  
Vol 794 ◽  
pp. 139846 ◽  
Author(s):  
Mohamadreza Shariati ◽  
Wolfgang E. Weber ◽  
Jan Bohlen ◽  
Gerrit Kurz ◽  
Dietmar Letzig ◽  
...  
Keyword(s):  
Machine Learning ◽  
Learning Algorithm ◽  
Machine Learning Algorithm ◽  
Efficient Machine
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