136 publication(s) trouvée(s)
Article scientifique
Optimizing classification efficiency with machine learning techniques for pattern matching
Abstract The study proposes a novel model for DNA sequence classification that combines machine learning methods and a pattern-matching algorithm. …
Article scientifique
New distributed-topsis approach for multi-criteria decision-making problems in a big data context
Abstract Nowadays, the online environment is extra information-rich and allows companies to offer and receive more and more options and …
Article scientifique
Skin-Net: a novel deep residual network for skin lesions classification using multilevel feature extraction and cross-channel correlation with detection of outlier
Abstract Human Skin cancer is commonly detected visually through clinical screening followed by a dermoscopic examination. However, automated skin lesion …
Article scientifique
Review of deep learning methods for remote sensing satellite images classification: experimental survey and comparative analysis
Abstract Classification and analysis of high-resolution satellite images using conventional techniques have been limited. This is due to the complex …
Article scientifique
Sentiment analysis classification system using hybrid BERT models
Abstract Because of the rapid growth of mobile technology, social media has become an essential platform for people to express …
Article scientifique
Toward a smart health: big data analytics and IoT for real-time miscarriage prediction
Abstract Background We are living in an age where data is everywhere and grows up in a very speedy way. …
Article scientifique
Predicting oral cancer risk in patients with oral leukoplakia and oral lichenoid mucositis using machine learning
Abstract Oral cancer may arise from oral leukoplakia and oral lichenoid mucositis (oral lichen planus and oral lichenoid lesions) subtypes …
Article scientifique
Deep reinforcement learning for data-efficient weakly supervised business process anomaly detection
Abstract The detection of anomalous behavior in business process data is a crucial task for preventing failures that may jeopardize …
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An empirical comparison of the performances of single structure columnar in-memory and disk-resident data storage techniques using healthcare big data
Abstract Healthcare data in images, texts and other unstructured formats have continued to grow exponentially while generating storage concerns. Even …
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Performance evaluation of deep learning techniques for DoS attacks detection in wireless sensor network
Abstract Wireless sensor networks (WSNs) are increasingly being used for data monitoring and collection purposes. Typically, they consist of a …
Article scientifique
Artificial intelligence models for prediction of monthly rainfall without climatic data for meteorological stations in Ethiopia
Abstract Global climate change is affecting water resources and other aspects of life in many countries. Rainfall is the most …
Article scientifique
Forex market forecasting using machine learning: Systematic Literature Review and meta-analysis
Abstract Background When you make a forex transaction, you sell one currency and buy another. If the currency you buy …
Article scientifique
Towards a deep learning-based outlier detection approach in the context of streaming data
Abstract Uncommon observations that significantly vary from the norm are referred to as outliers. Outlier detection, which aims to detect …
Article scientifique
Arabic aspect sentiment polarity classification using BERT
Abstract Aspect-based sentiment analysis (ABSA) is a textual analysis methodology that defines the polarity of opinions on certain aspects related …
Article scientifique
Data analytics for crop management: a big data view
Abstract Recent advances in Information and Communication Technologies have a significant impact on all sectors of the economy worldwide. Digital …
Article scientifique
Chronic kidney disease prediction using machine learning techniques
Abstract Goal three of the UN’s Sustainable Development Goal is good health and well-being where it clearly emphasized that non-communicable …
Article scientifique
Comparative analysis of deep learning based Afaan Oromo hate speech detection
Abstract Social media platforms like Facebook, YouTube, and Twitter are banking on developing machine learning models to help stop the …
Article scientifique
Hemorrhage semantic segmentation in fundus images for the diagnosis of diabetic retinopathy by using a convolutional neural network
Abstract Because retinal hemorrhage is one of the earliest symptoms of diabetic retinopathy, its accurate identification is essential for early …
Article scientifique
Spatial heterogeneities in acute lower respiratory infections prevalence and determinants across Ethiopian administrative zones
Abstract Background Acute lower respiratory infections (ALRI) are a major cause of mortality among children under five. This study aimed …
Article scientifique
Discovering top-weighted k-truss communities in large graphs
Abstract Community Search is the problem of querying networks in order to discover dense subgraphs-communities-that satisfy given query parameters. Most …