OOIR: Observatory of International Research

Papers

(The H4-Index of Multimedia Systems is 28. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-05-01 to 2024-05-01.)

Article	Citations
Blockchain-enabled supply chain: analysis, challenges, and future directions	119
Medical image-based detection of COVID-19 using Deep Convolution Neural Networks	112
The state of the art of deep learning models in medical science and their challenges	97
Deep learning-based meta-classifier approach for COVID-19 classification using CT scan and chest X-ray images	77
A graph-based CNN-LSTM stock price prediction algorithm with leading indicators	71
Myocardial infarction detection based on deep neural network on imbalanced data	68
A novel image encryption cryptosystem based on true random numbers and chaotic systems	65
Leveraging big data analytics in healthcare enhancement: trends, challenges and opportunities	63
Cyberbullying detection solutions based on deep learning architectures	63
Transfer learning using freeze features for Alzheimer neurological disorder detection using ADNI dataset	59
Prediction model using SMOTE, genetic algorithm and decision tree (PMSGD) for classification of diabetes mellitus	53
Classification of COVID-19 individuals using adaptive neuro-fuzzy inference system	51
An explainable stacked ensemble of deep learning models for improved melanoma skin cancer detection	51
Application of machine learning in ocean data	48
A holistic overview of deep learning approach in medical imaging	47
A review of computer vision-based approaches for physical rehabilitation and assessment	43
Multimodal cyberbullying detection using capsule network with dynamic routing and deep convolutional neural network	40
Optimized multimedia data through computationally intelligent algorithms	40
CyberBERT: BERT for cyberbullying identification	40
Immersive multisensory virtual reality technologies for virtual tourism	40
A deep learning architecture of RA-DLNet for visual sentiment analysis	40
Detection of hate speech in Arabic tweets using deep learning	38
A survey on the interpretability of deep learning in medical diagnosis	33
Deep learning-based multi-modal approach using RGB and skeleton sequences for human activity recognition	32
Wavelet-Attention CNN for image classification	32

DL-CNN-based approach with image processing techniques for diagnosis of retinal diseases	32
Music mood and human emotion recognition based on physiological signals: a systematic review	30
Image and audio caps: automated captioning of background sounds and images using deep learning	28
A hybrid firefly and particle swarm optimization algorithm applied to multilevel image thresholding	28
Manifold feature integration for micro-expression recognition	28