A novel quantum inspired genetic algorithm to initialize cluster centers in fuzzy C-means

F Di Martino, S Sessa - Expert Systems with Applications, 2022 - Elsevier
We propose a new quantum-inspired genetic algorithm (QGA) aimed to find the optimal
initial cluster centers of the Fuzzy C-Means (FCM). The quantum chromosomes of the …

A GIS-based hot and cold spots detection method by extracting emotions from social streams

B Cardone, F Di Martino, V Miraglia - Future Internet, 2022 - mdpi.com
Hot and cold spot identification is a spatial analysis technique used in various issues to
identify regions where a specific phenomenon is either strongly or poorly concentrated or …

Multihorizons transfer strategy for continuous online prediction of time‐series data in complex systems

L Zhou, H Wang - International Journal of Intelligent Systems, 2022 - Wiley Online Library
The sustainability online prediction is of great significance for higher horizon time‐series
prediction in the future, and it embodies higher application value in equipment fault …

A fuzzy-based emotion detection method to classify the relevance of pleasant/unpleasant emotions posted by users in reviews of service facilities

B Cardone, F Di Martino, V Miraglia - Applied Sciences, 2023 - mdpi.com
Many sentiment analysis methods have been proposed recently to evaluate, through the
Web, the perceptions of users and their satisfaction with the use of products and services; …

Semantic Analysis of Vaccine and Online Shop**‐Related Stock Forums During the COVID‐19 Pandemic

TS Chang, SC Wang - International Journal of Intelligent …, 2024 - Wiley Online Library
During the COVID‐19 pandemic, the stay‐at‐home and biotechnology economies played a
big part in economic development. The major internet forums have received more attention …

Exploring the usability and user experience of social media apps through a text mining approach

A Baj-Rogowska, M Sikorski - Engineering Management in Production …, 2023 - sciendo.com
This study aims to evaluate the applicability of a text mining approach for extracting UUX-
related issues from a dataset of user comments and not to evaluate the Instagram (IG) app …

A Sentiment Analysis Method for Big Social Online Multimodal Comments Based on Pre-trained Models

J Wan, M Woźniak - Mobile Networks and Applications, 2024 - Springer
In addition to a large amount of text, there are also many emoticons in the comment data on
social media platforms. The multimodal nature of online comment data increases the …

Enhanced Aquila Optimizer Combined Ensemble Bi-LSTM-GRU with Fuzzy Emotion Extractor for Tweet Sentiment Analysis and Classification

A Sherin, IJ SelvakumariJeya, SN Deepa - IEEE Access, 2024 - ieeexplore.ieee.org
Tweet Sentiment Analysis (TSA) is a prominent technique to glean valuable insights from the
users of Twitter (currently the X platform) to understand their emotional state of mind. This …

Neuromarketing to discover customer satisfaction

LAP Ramirez, BY Marquez… - … Conference on Advanced …, 2022 - Springer
This research work pursues the techniques and methodologies of a emotion reading system
and if it's economically feasible which will be able to find emotions the related with …

A quantum-like text representation based on syntax tree for fuzzy semantic analysis

Y Yu, D Qiu, R Yan - Journal of Intelligent & Fuzzy Systems, 2023 - content.iospress.com
To mine more semantic information between words, it is important to utilize the different
semantic correlations between words. Focusing on the different degrees of modifying …