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Are Instructed Emotional States Suitable for Classification? Demonstration of How They Can Significantly Influence the Classification Result in An Automated Recognition System
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2019-03)
At the present time, various freely available or commercial solutions are used to classify the subject's emotional state. Classification of the emotional state helps us to understand how the subject feels and what he is ...
COVID-19 Detection in Chest X-ray Images using a Deep Learning Approach
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2020-06)
The Corona Virus Disease (COVID-19) is an infectious disease caused by a new virus that has not been detected in humans before. The virus causes a respiratory illness like the flu with various symptoms such as cough or ...
Guidelines for performing Systematic Research Projects Reviews
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2020-06)
There are different methods and techniques to carry out systematic reviews in order to address a set of research questions or getting the state of the art of a particular topic, but there is no a method to carry out a ...
Multilevel Thresholding for Image Segmentation Using an Improved Electromagnetism Optimization Algorithm
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2019-03)
Image segmentation is considered one of the most important tasks in image processing, which has several applications in different areas such as; industry agriculture, medicine, etc. In this paper, we develop the electromagnetic ...
Two Hand Gesture Based 3D Navigation in Virtual Environments
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2019-03)
Natural interaction is gaining popularity due to its simple, attractive, and realistic nature, which realizes direct Human Computer Interaction (HCI). In this paper, we presented a novel two hand gesture based interaction ...
Comparative Analysis of Building Insurance Prediction Using Some Machine Learning Algorithms
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2022-03)
In finance and management, insurance is a product that tends to reduce or eliminate in totality or partially the loss caused due to different risks. Various factors affect house insurance claims, some of which contribute ...
The Yield Curve as a Recession Leading Indicator. An Application for Gradient Boosting and Random Forest
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2022-03)
Most representative decision-tree ensemble methods have been used to examine the variable importance of Treasury term spreads to predict US economic recessions with a balance of generating rules for US economic recession ...
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. ...
Diabetes Diagnosis by Case-Based Reasoning and Fuzzy Logic
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2018-12)
In the medical field, experts’ knowledge is based on experience, theoretical knowledge and rules. Case-based reasoning is a problem-solving paradigm which is based on past experiences. For this purpose, a large number of ...
Finding an Accurate Early Forecasting Model from Small Dataset: A Case of 2019-nCoV Novel Coronavirus Outbreak
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2020-03)
Epidemic is a rapid and wide spread of infectious disease threatening many lives and economy damages. It is important to fore-tell the epidemic lifetime so to decide on timely and remedic actions. These measures include ...