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Finite Sample Properties of Parameterized Expectations Algorithm Solutions; Is the Length So Determinant?
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2022-03)
The solution of the Parameterized Expectations Algorithm (PEA) is well defined based on asymptotic properties. In practice, it depends on the specific replication of the exogenous shock(s) used for the resolution process. ...
A Comparative Analysis of Machine Learning Models for Banking News Extraction by Multiclass Classification With Imbalanced Datasets of Financial News: Challenges and Solutions
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2022-03)
Online portals provide an enormous amount of news articles every day. Over the years, numerous studies have concluded that news events have a significant impact on forecasting and interpreting the movement of stock prices. ...
AWS PredSpot: Machine Learning for Predicting the Price of Spot Instances in AWS Cloud
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2022-03)
Elastic Cloud Compute (EC2) is one of the most well-known services provided by Amazon for provisioning cloud computing resources, also known as instances. Besides the classical on-demand scheme, where users purchase compute ...
Interactive Causal Correlation Space Reshape for Multi-Label Classification
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2022-09)
Most existing multi-label classification models focus on distance metrics and feature spare strategies to extract specific features of labels. Those models use the cosine similarity to construct the label correlation matrix ...
Improving Pipelining Tools for Pre-processing Data
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2022-06)
The last several years have seen the emergence of data mining and its transformation into a powerful tool that adds value to business and research. Data mining makes it possible to explore and find unseen connections between ...
Edge Face Recognition System Based on One-Shot Augmented Learning
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2022-09)
There is growing concern among users of computer systems about how their data is handled. In this sense, IT (Information Technology) professionals are not unaware of this problem and are looking for solutions to meet the ...
Research on the Application of Computer Graphic Advertisement Design Based on a Genetic Algorithm and TRIZ Theory
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2022-06)
In view of the shortcomings of the traditional thinking of computer graphic advertising design, this paper introduces TRIZ innovative thinking to design computer advertising. First of all, combined with specific cases of ...
Integrating Emotion Recognition Tools for Developing Emotionally Intelligent Agents
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2022-09)
Emotionally responsive agents that can simulate emotional intelligence increase the acceptance of users towards them, as the feeling of empathy reduces negative perceptual feedback. This has fostered research on emotional ...
Marketing Intelligence: Boom or Bust of Service Marketing?
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2022-12)
Marketing intelligence fosters two major developments within digital service marketing. On the one hand, a boom of services seems to have evolved, accelerated by the opportunities of marketing intelligence. It has contributed ...
A Security Situation Awareness Approach for IoT Software Chain Based on Markov Game Model
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2022-09)
Since Internet of Things (IoT) has been widely used in our daily life nowadays, it is regarded as a promising and popular application of the Internet, and has attracted more and more attention. However, IoT is also suffered ...