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  1. This paper explores machine learning algorithms and approaches for predicting alum income to obtain insights on the strongest predictors and a ‘high’ earners’ class.

    Authors: Daniela A. Gomez-Cravioto, Ramon E. Diaz-Ramos, Neil Hernandez-Gress, Jose Luis Preciado and Hector G. Ceballos

    Citation: Journal of Big Data 2022 9:11

    Content type: Research

    Published on:

  2. The recent years have seen a proliferation of Internet of Things (IoT) devices and an associated security risk from an increasing volume of malicious traffic worldwide. For this reason, datasets such as Bot-Io...

    Authors: Joffrey L. Leevy, John Hancock, Taghi M. Khoshgoftaar and Jared M. Peterson

    Citation: Journal of Big Data 2022 9:6

    Content type: Research

    Published on:

  3. The purpose of this study is to develop and test machine learning-based models for COVID-19 severity prediction. COVID-19 test samples from 337 COVID-19 positive patients at Cheikh Zaid Hospital were grouped a...

    Authors: Mariam Laatifi, Samira Douzi, Abdelaziz Bouklouz, Hind Ezzine, Jaafar Jaafari, Younes Zaid, Bouabid El Ouahidi and Mariam Naciri

    Citation: Journal of Big Data 2022 9:5

    Content type: Research

    Published on:

  4. In the age of the Internet of Things and social media platforms, huge amounts of digital data are generated by and collected from many sources, including sensors, mobile devices, wearable trackers and security...

    Authors: Loris Belcastro, Riccardo Cantini, Fabrizio Marozzo, Alessio Orsino, Domenico Talia and Paolo Trunfio

    Citation: Journal of Big Data 2022 9:4

    Content type: Survey paper

    Published on:

  5. The introduction of Big Data Analytics (BDA) in healthcare will allow to use new technologies both in treatment of patients and health management. The paper aims at analyzing the possibilities of using Big Dat...

    Authors: Kornelia Batko and Andrzej Ślęzak

    Citation: Journal of Big Data 2022 9:3

    Content type: Research

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  6. Over the past few decades, due to human activities, industrialization, and urbanization, air pollution has become a life-threatening factor in many countries around the world. Among air pollutants, Particulate...

    Authors: Abdellatif Bekkar, Badr Hssina, Samira Douzi and Khadija Douzi

    Citation: Journal of Big Data 2021 8:161

    Content type: Research

    Published on:

  7. With data becoming a salient asset worldwide, dependence amongst data kept on growing. Hence the real-world datasets that one works upon in today’s time are highly correlated. Since the past few years, researc...

    Authors: Sreemoyee Biswas, Nilay Khare, Pragati Agrawal and Priyank Jain

    Citation: Journal of Big Data 2021 8:157

    Content type: Survey Paper

    Published on:

  8. Markov models are extensively used for categorical sequence clustering and classification due to their inherent ability to capture complex chronological dependencies hidden in sequential data. Existing Markov ...

    Authors: Rongbo Chen, Haojun Sun, Lifei Chen, Jianfei Zhang and Shengrui Wang

    Citation: Journal of Big Data 2021 8:154

    Content type: Research

    Published on:

  9. Predicting the amount of daily rainfall improves agricultural productivity and secures food and water supply to keep citizens healthy. To predict rainfall, several types of research have been conducted using d...

    Authors: Chalachew Muluken Liyew and Haileyesus Amsaya Melese

    Citation: Journal of Big Data 2021 8:153

    Content type: Research

    Published on:

  10. The development of the Internet of Things (IoT) has produced new innovative solutions, such as smart cities, which enable humans to have a more efficient, convenient and smarter way of life. The Intelligent Tr...

    Authors: Noor Afiza Mat Razali, Nuraini Shamsaimon, Khairul Khalil Ishak, Suzaimah Ramli, Mohd Fahmi Mohamad Amran and Sazali Sukardi

    Citation: Journal of Big Data 2021 8:152

    Content type: Survey Paper

    Published on:

  11. Opinion mining, or sentiment analysis, is a field in Natural Language Processing (NLP). It extracts people’s thoughts, including assessments, attitudes, and emotions toward individuals, topics, and events. The...

    Authors: Noor Afiza Mat Razali, Nur Atiqah Malizan, Nor Asiakin Hasbullah, Muslihah Wook, Norulzahrah Mohd Zainuddin, Khairul Khalil Ishak, Suzaimah Ramli and Sazali Sukardi

    Citation: Journal of Big Data 2021 8:150

    Content type: Survey Paper

    Published on:

  12. Network attacks are illegal activities on digital resources within an organizational network with the express intention of compromising systems. A cyber attack can be directed by individuals, communities, stat...

    Authors: FatimaEzzahra Laghrissi, Samira Douzi, Khadija Douzi and Badr Hssina

    Citation: Journal of Big Data 2021 8:149

    Content type: Research

    Published on:

  13. In the next decade, machine vision technology will have an enormous impact on industrial works because of the latest technological advances in this field. These advances are so significant that the use of this...

    Authors: Majid Amirfakhrian and Mahboub Parhizkar

    Citation: Journal of Big Data 2021 8:147

    Content type: Research

    Published on:

  14. Distinguishing sequences are widely used in finite state machine-based conformance testing to solve the state identification problem. In this paper, we address the scalability issue encountered while deriving ...

    Authors: Bilal Elghadyry, Faissal Ouardi, Zineb Lotfi and Sébastien Verel

    Citation: Journal of Big Data 2021 8:145

    Content type: Research

    Published on:

  15. Machine learning has been the corner stone in analysing and extracting information from data and often a problem of missing values is encountered. Missing values occur because of various factors like missing c...

    Authors: Tlamelo Emmanuel, Thabiso Maupong, Dimane Mpoeleng, Thabo Semong, Banyatsang Mphago and Oteng Tabona

    Citation: Journal of Big Data 2021 8:140

    Content type: Survey Paper

    Published on:

  16. Twitter and social media as a whole have great potential as a source of disease surveillance data however the general messiness of tweets presents several challenges for standard information extraction methods...

    Authors: Mark Abraham Magumba and Peter Nabende

    Citation: Journal of Big Data 2021 8:139

    Content type: Research

    Published on:

  17. Near-duplicate video content has taken the large storage space in the age of big data. Without respecting the copyright ethic, social media users mirror, resize, and/or hide certain online video content and re...

    Authors: Abderrahmane Adoui El Ouadrhiri, Said Jai-Andaloussi and Ouail Ouchetto

    Citation: Journal of Big Data 2021 8:138

    Content type: Research

    Published on:

  18. In the past decade we have witnessed the failure of traditional polls in predicting presidential election outcomes across the world. To understand the reasons behind these failures we analyze the raw data of a...

    Authors: Zhenkun Zhou, Matteo Serafino, Luciano Cohan, Guido Caldarelli and Hernán A. Makse

    Citation: Journal of Big Data 2021 8:137

    Content type: Research

    Published on:

  19. Currently, expressing feelings through social media requires great consideration as an essential part of our lives; besides sharing ideas and thoughts, we share moments and good memories. Social media such as ...

    Authors: Enas A. Hakim Khalil, Enas M. F. El Houby and Hoda Korashy Mohamed

    Citation: Journal of Big Data 2021 8:136

    Content type: Research

    Published on:

  20. Dissimilarity representation plays a very important role in pattern recognition due to its ability to capture structural and relational information between samples. Dissimilarity space embedding is an approach...

    Authors: Azadeh Rezazadeh Hamedani, Mohammad Hossein Moattar and Yahya Forghani

    Citation: Journal of Big Data 2021 8:135

    Content type: Research

    Published on:

  21. Data security is being one of the most crucial aspects to be focused on system development. However, using such a feature to enhance the security of data might affect the system's performance. This study aims ...

    Authors: Evaristus Didik Madyatmadja, Aditya Nur Hakim and David Jumpa Malem Sembiring

    Citation: Journal of Big Data 2021 8:134

    Content type: Research

    Published on:

  22. Network security and data security are the biggest concerns now a days. Every organization decides their future business process based on the past and day to day transactional data. This data may consist of co...

    Authors: Abhijit Dnyaneshwar Jadhav and Vidyullatha Pellakuri

    Citation: Journal of Big Data 2021 8:131

    Content type: Research

    Published on:

  23. A missing value is one of the factors that often cause incomplete data in almost all studies, even those that are well-designed and controlled. It can also decrease a study’s statistical power or result in ina...

    Authors: Heru Nugroho, Nugraha Priya Utama and Kridanto Surendro

    Citation: Journal of Big Data 2021 8:129

    Content type: Research

    Published on:

  24. Sensitivity analysis is a popular feature selection approach employed to identify the important features in a dataset. In sensitivity analysis, each input feature is perturbed one-at-a-time and the response of...

    Authors: Dayakar L. Naik and Ravi kiran

    Citation: Journal of Big Data 2021 8:128

    Content type: Research

    Published on:

  25. Big Data in the area of Remote Sensing has been growing rapidly. Remote sensors are used in surveillance, security, traffic, environmental monitoring, and autonomous sensing. Real-time detection of small movin...

    Authors: Tian J. Ma

    Citation: Journal of Big Data 2021 8:127

    Content type: Methodology

    Published on:

  26. In this research various concepts from network theory and topic modelling are combined, to provision a temporal network of associated topics. This solution is presented as a step-by-step process to facilitate ...

    Authors: Edwin Camilleri and Shah Jahan Miah

    Citation: Journal of Big Data 2021 8:124

    Content type: Methodology

    Published on:

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