Dialectic feature-based fuzzy graph learning for label propagation assisting text classification
C Madhu, MS Sudhakar - IEEE Transactions on Fuzzy Systems, 2024 - ieeexplore.ieee.org
The abundant deposits of unstructured and scarcely labeled data over social networks make
text classification (TC) vital for structuring and extracting useful information. In addition …
text classification (TC) vital for structuring and extracting useful information. In addition …
Style linear k-nearest neighbor classification method
J Zhang, Z Bian, S Wang - Applied Soft Computing, 2024 - Elsevier
Most studies on linear k-nearest neighbor methods assume independent and identically
distributed training and testing samples. However, this is not the case in many practical …
distributed training and testing samples. However, this is not the case in many practical …
Improving Neural Network-Based Multi-Label Classification With Pattern Loss Penalties
W Sangkatip, P Chomphuwiset, K Bunluewong… - IEEE …, 2024 - ieeexplore.ieee.org
This research work introduces two novel loss functions, pattern-loss (POL) and label
similarity-based instance modeling (LSIM), for improving the performance of multi-label …
similarity-based instance modeling (LSIM), for improving the performance of multi-label …
Solving Complexity Dataset in e-Ticketing using Machine Learning to Determine Optimum Feature
SZM Jamaludin, MKM Ali, ESW Vun… - Malaysian Journal of …, 2023 - mjfas.utm.my
Abstract e-ticketing is one of the common applications used in technical support in
Information Technology (IT) and has been used worldwide in any field of company. The …
Information Technology (IT) and has been used worldwide in any field of company. The …
Experimental Investigation of Amplitude-Modulated Waves for Flame Extinguishing: A Case of Acoustic Environmentally Friendly Technology
J Wilk-Jakubowski - Environmental and Climate Technologies, 2023 - sciendo.com
Flame extinguishing methods that are safe for humans and non-invasive to the surrounding
environment are being sought worldwide. One of them is acoustic technology, which …
environment are being sought worldwide. One of them is acoustic technology, which …
Eisc: Effective Instance Selection Through Clustering
A HADJ KOUIDER, B ZIANI… - … , Younes, Eisc: Effective …, 2024 - papers.ssrn.com
Data classification, despite its success and its potency, grapples with substantial storage
and computational costs. In an effort to address this, Instance Selection (IS) emerges as a …
and computational costs. In an effort to address this, Instance Selection (IS) emerges as a …
Multi-label classification algorithm for green certificate issued text based on blockchain technology
Y Qiu, Z Yang, F Luo, H Zhao, B Sun… - … Conference on High …, 2024 - spiedigitallibrary.org
With the increasing concern for environmental protection around the world, the application of
green certificates in all walks of life is gradually increasing. As a recognition and record of a …
green certificates in all walks of life is gradually increasing. As a recognition and record of a …