136 publication(s) trouvée(s)
Article scientifique
Using Big Data-machine learning models for diabetes prediction and flight delays analytics
Abstract Introduction Nowadays large data volumes are daily generated at a high rate. Data from health system, social network, financial, …
Article scientifique
Using machine learning techniques to predict the cost of repairing hard failures in underground fiber optics networks
Abstract Fiber optics cable has been adopted by telecommunication companies worldwide as the primary medium of transmission. The cable is …
Article scientifique
The best statistical model to estimate predictors of under-five mortality in Ethiopia
Abstract The under-five mortality rate is one of the most important indicators of the socio-economic wellbeing and public health conditions …
Article scientifique
OsamorSoft: clustering index for comparison and quality validation in high throughput dataset
Abstract The existence of some differences in the results obtained from varying clustering k-means algorithms necessitated the need for a …
Article scientifique
Binary image description using frequent itemsets
Abstract In this paper, a novel method for binary image comparison is presented. We suppose that the image is a …
Article scientifique
Bayesian hierarchical analyses for entrepreneurial intention of students
Abstract In recent years, entrepreneurship has become an important issue due to national economic development and the contribution of society. …
Article scientifique
A comprehensive evaluation of ensemble learning for stock-market prediction
Abstract Stock-market prediction using machine-learning technique aims at developing effective and efficient models that can provide a better and higher …
Article scientifique
Big data monetization throughout Big Data Value Chain: a comprehensive review
Abstract Value Chain has been considered as a key model for managing efficiently value creation processes within organizations. However, with …
Article scientifique
An adaptive and real-time based architecture for financial data integration
Abstract In this paper we are proposing an adaptive and real-time approach to resolve real-time financial data integration latency problems …
Article scientifique
A new Internet of Things architecture for real-time prediction of various diseases using machine learning on big data environment
Abstract A number of technologies enabled by Internet of Thing (IoT) have been used for the prevention of various chronic …
Erratum
Correction to: A novel adaptable approach for sentiment analysis on big social data
The authors note a correction to the article [1]. Table 5 of the original article is incomplete. Few percentage values …
Article scientifique
Leveraging resource management for efficient performance of Apache Spark
Apache Spark is one of the most widely used open source processing framework for big data, it allows to process …
Article scientifique
Feature selection methods and genomic big data: a systematic review
In the era of accelerating growth of genomic data, feature-selection techniques are believed to become a game changer that can …
Article scientifique
Reality mining and predictive analytics for building smart applications
Mobile phone and sensors have become very useful to understand and analyze human lifestyle because of the huge amount of …
Article scientifique
A quadri-dimensional approach for poor performance prioritization in mobile networks using Big Data
The Management of mobile networks has become so complex due to a huge number of devices, technologies and services involved. …
Article scientifique
Data mining approach for predicting the daily Internet data traffic of a smart university
Internet traffic measurement and analysis generate dataset that are indicators of usage trends, and such dataset can be used for …
Article scientifique
Large-scale e-learning recommender system based on Spark and Hadoop
The present work is a part of the ESTenLigne project which is the result of several years of experience for …
Article scientifique
Automatic schema suggestion model for NoSQL document-stores databases
New generation databases also called NoSQL (Not only SQL) databases are highly scalable, flexible, and low-latent. These types of databases …
Article scientifique
Evaluation of high-level query languages based on MapReduce in Big Data
MapReduce (MR) is a criterion of Big Data processing model with parallel and distributed large datasets. This model knows difficult …
Article scientifique
Ontology boosted deep learning for disease name extraction from Twitter messages
This paper presents an ontology based deep learning approach for extracting disease names from Twitter messages. The approach relies on …