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Tree Growth Algorithm for Parameter Identification of Proton Exchange Membrane Fuel Cell Models
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2020-06)
Demonstrating an accurate mathematical model is a mandatory issue for realistic simulation, optimization and performance evaluation of proton exchange membrane fuel cells (PEMFCs). The main goal of this study is to demonstrate ...
An Experimental Study on Microarray Expression Data from Plants under Salt Stress by using Clustering Methods
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2020-06)
Current Genome-wide advancements in Gene chips technology provide in the “Omics (genomics, proteomics and transcriptomics) research”, an opportunity to analyze the expression levels of thousand of genes across multiple ...
Innovation and Challenges of Blockchain in Banking: A Scientometric View
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2020-09)
Blockchain has been gaining focus in research and development for diverse industries in recent years. Nevertheless, innovations that impact to the banking nurture a potential for disruptive impact globally for economic ...
Two-Stage Human Activity Recognition Using 2D-ConvNet
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2020-06)
There is huge requirement of continuous intelligent monitoring system for human activity recognition in various domains like public places, automated teller machines or healthcare sector. Increasing demand of automatic ...
Imputation of Rainfall Data Using the Sine Cosine Function Fitting Neural Network
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2021-09)
Missing rainfall data have reduced the quality of hydrological data analysis because they are the essential input for hydrological modeling. Much research has focused on rainfall data imputation. However, the compatibility ...
Pulmonary Nodule Classification in Lung Cancer from 3D Thoracic CT Scans Using fastai and MONAI
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2021-09)
We construct a convolutional neural network to classify pulmonary nodules as malignant or benign in the context of lung cancer. To construct and train our model, we use our novel extension of the fastai deep learning ...
Optimal Parameter Estimation of Solar PV Panel Based on Hybrid Particle Swarm and Grey Wolf Optimization Algorithms
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2021-06)
The performance of a solar photovoltaic (PV) panel is examined through determining its internal parameters based on single and double diode models. The environmental conditions such as temperature and the level of radiation ...
Promising Deep Semantic Nuclei Segmentation Models for Multi-Institutional Histopathology Images of Different Organs
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2021-06)
Nuclei segmentation in whole-slide imaging (WSI) plays a crucial role in the field of computational pathology. It is a fundamental task for different applications, such as cancer cell type classification, cancer grading, ...
DeepFair: Deep Learning for Improving Fairness in Recommender Systems
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2021-06)
The lack of bias management in Recommender Systems leads to minority groups receiving unfair recommendations. Moreover, the trade-off between equity and precision makes it difficult to obtain recommendations that meet both ...
Editor's Note
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2021-09)
In today’s world, we have witnessed an onset of multimedia content being uploaded/downloaded and shared through a multitude of platforms both online and offline. In support of this trend, multimedia processing and analyzing ...