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 2020-11-01 to 2024-11-01.)

Article	Citations
Blockchain-enabled supply chain: analysis, challenges, and future directions	136
Medical image-based detection of COVID-19 using Deep Convolution Neural Networks	126
A graph-based CNN-LSTM stock price prediction algorithm with leading indicators	94
Deep learning-based meta-classifier approach for COVID-19 classification using CT scan and chest X-ray images	84
Leveraging big data analytics in healthcare enhancement: trends, challenges and opportunities	81
Myocardial infarction detection based on deep neural network on imbalanced data	73
A novel image encryption cryptosystem based on true random numbers and chaotic systems	73
Transfer learning using freeze features for Alzheimer neurological disorder detection using ADNI dataset	68
An explainable stacked ensemble of deep learning models for improved melanoma skin cancer detection	65
Prediction model using SMOTE, genetic algorithm and decision tree (PMSGD) for classification of diabetes mellitus	64
Application of machine learning in ocean data	57
A holistic overview of deep learning approach in medical imaging	56
Classification of COVID-19 individuals using adaptive neuro-fuzzy inference system	56
Immersive multisensory virtual reality technologies for virtual tourism	55
A review of computer vision-based approaches for physical rehabilitation and assessment	51
Multimodal cyberbullying detection using capsule network with dynamic routing and deep convolutional neural network	48
Detection of hate speech in Arabic tweets using deep learning	47
CyberBERT: BERT for cyberbullying identification	46
A survey on the interpretability of deep learning in medical diagnosis	45
Optimized multimedia data through computationally intelligent algorithms	42
Wavelet-Attention CNN for image classification	40
DL-CNN-based approach with image processing techniques for diagnosis of retinal diseases	37
Music mood and human emotion recognition based on physiological signals: a systematic review	36
Assessing learning engagement based on facial expression recognition in MOOC’s scenario	31
A hybrid firefly and particle swarm optimization algorithm applied to multilevel image thresholding	31

Image and audio caps: automated captioning of background sounds and images using deep learning	30
A comprehensive review of facial expression recognition techniques	28
Comprehensive systematic review on virtual reality for cultural heritage practices: coherent taxonomy and motivations	28
A privacy-preserving and traitor tracking content-based image retrieval scheme in cloud computing	28
A deep learning-based framework for detecting COVID-19 patients using chest X-rays	28
Few-shot imbalanced classification based on data augmentation	28