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MDFRCNN: Malware Detection using Faster Region Proposals Convolution Neural Network
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2022-06)
Technological advancement of smart devices has opened up a new trend: Internet of Everything (IoE), where all devices are connected to the web. Large scale networking benefits the community by increasing connectivity and ...
UX Poker: Estimating the Influence of User Stories on User Experience in Early Stage of Agile Development
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2022-12)
Agile methods are used more and more frequently to develop products by reducing development time. Requirements are typically written in user stories or epics. In this paper, a new method called UX Poker is presented. This ...
Adaptive Deep Learning Detection Model for Multi-Foggy Images
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2022-12)
The fog has different features and effects within every single environment. Detection whether there is fog in the image is considered a challenge and giving the type of fog has a substantial enlightening effect on image ...
Promoting Social Media Dissemination of Digital Images Through CBR-Based Tag Recommendation
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2022-09)
Multimedia content has become an essential tool to share knowledge, sell products or disseminate messages. Some social networks use multimedia content to promote information and create social communities. In order to ...
Board of Directors' Profile: A Case for Deep Learning as a Valid Methodology to Finance Research
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2022-09)
This paper presents a Deep Learning (DL) model for natural language processing of unstructured CVs to generate a six-dimensional profile of the professional experience of the Spanish companies' board of directors. We show ...
Improved GWO Algorithm for UAV Path Planning on Crop Pest Monitoring
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2022-09)
Agricultural information monitoring is the monitoring of the agricultural production process, and its task is to monitor the growth process of major crops systematically. When assessing the pest situation of crops in this ...
Content-Based Hyperspectral Image Compression Using a Multi-Depth Weighted Map With Dynamic Receptive Field Convolution
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2022-09)
In content-based image compression, the importance map guides the bit allocation based on its ability to represent the importance of image contents. In this paper, we improve the representational power of importance map ...
CDPS-IoT: Cardiovascular Disease Prediction System Based on IoT using Machine Learning
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2022-06)
Internet of Things, Machine learning, and Cloud computing are the emerging domains of information communication and technology. These techniques can help to save the life of millions in the medical assisted environment and ...
Automatic Classification of Oral Pathologies Using Orthopantomogram Radiography Images Based on Convolutional Neural Network
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2022-06)
An attempt has been made to device a robust method to classify different oral pathologies using Orthopantomogram (OPG) images based on Convolutional Neural Network (CNN). This system will provide a novel approach for the ...
Neural Collaborative Filtering Classification Model to Obtain Prediction Reliabilities
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2022-06)
Neural collaborative filtering is the state of art field in the recommender systems area; it provides some models that obtain accurate predictions and recommendations. These models are regression-based, and they just
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