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  1. Community Search is the problem of querying networks in order to discover dense subgraphs-communities-that satisfy given query parameters. Most community search models consider link structure and ignore link w...

    Authors: Wafaa M. A. Habib, Hoda M. O. Mokhtar and Mohamed E. El-Sharkawi
    Citation: Journal of Big Data 2022 9:36
  2. Recent advances in deep neural networks have achieved outstanding success in natural language processing tasks. Interpretation methods that provide insight into the decision-making process of these models have...

    Authors: Mohammed Khaleel, Lei Qi, Wallapak Tavanapong, Johnny Wong, Adisak Sukul and David A. M. Peterson
    Citation: Journal of Big Data 2022 9:34
  3. Fast-emerging technologies are making the job market dynamic, causing desirable skills to evolve continuously. It is therefore important to understand the transitions in the job market to proactively identify ...

    Authors: Armin Alibasic, Himanshu Upadhyay, Mecit Can Emre Simsekler, Thomas Kurfess, Wei Lee Woon and Mohammed Atif Omar
    Citation: Journal of Big Data 2022 9:32
  4. A key challenge in Artificial Intelligence (AI) has been the potential trade-off between the accuracy and comprehensibility of machine learning models, as that also relates to their safe and trusted adoption. ...

    Authors: Sofie Goethals, David Martens and Theodoros Evgeniou
    Citation: Journal of Big Data 2022 9:30
  5. This article addresses the elaboration of a canonical model, involving methods, techniques, metrics, tools, and Big Data, applied to the knowledge of seasonal climate prediction, aiming at greater dynamics, sp...

    Authors: M. P. Ramos, P. M. Tasinaffo, A. M. Cunha, D. A. Silva, G. S. Gonçalves and L. A. V. Dias
    Citation: Journal of Big Data 2022 9:27
  6. Radiotherapy is frequently used to treat head and neck Squamous cell carcinomas (HNSCC). Treatment outcomes being highly uncertain, there is a significant need for robust predictive tools to improvise treatmen...

    Authors: Tarun Gangil, Amina Beevi Shahabuddin, B. Dinesh Rao, Krishnamoorthy Palanisamy, Biswaroop Chakrabarti and Krishna Sharan
    Citation: Journal of Big Data 2022 9:25
  7. Graphs are found in a plethora of domains, including online social networks, the World Wide Web and the study of epidemics, to name a few. With the advent of greater volumes of information and the need for con...

    Authors: Miguel E. Coimbra, Sérgio Esteves, Alexandre P. Francisco and Luís Veiga
    Citation: Journal of Big Data 2022 9:23
  8. Social media has great importance in the community for discussing many events and sharing them with others. The primary goal of this research is to study the quality of the sentiment analysis (SA) of impressi...

    Authors: Bador Al sari, Rawan Alkhaldi, Dalia Alsaffar, Tahani Alkhaldi, Hanan Almaymuni, Norah Alnaim, Najwa Alghamdi and Sunday O. Olatunji
    Citation: Journal of Big Data 2022 9:21
  9. Social networks are a vast source of information, and they have been increasing impact on people’s daily lives. They permit us to share emotions, passions, and interactions with other people around the world. ...

    Authors: Francesca Cerruto, Stefano Cirillo, Domenico Desiato, Simone Michele Gambardella and Giuseppe Polese
    Citation: Journal of Big Data 2022 9:19
  10. Twitter is a frequent target for machine learning research and applications. Many problems, such as sentiment analysis, image tagging, and location prediction have been studied on Twitter data. Much of the pri...

    Authors: Ryan Rivas, Sudipta Paul, Vagelis Hristidis, Evangelos E. Papalexakis and Amit K. Roy-Chowdhury
    Citation: Journal of Big Data 2022 9:18
  11. With increasing data and model complexities, the time required to train neural networks has become prohibitively large. To address the exponential rise in training time, users are turning to data parallel neur...

    Authors: Daniel Coquelin, Charlotte Debus, Markus Götz, Fabrice von der Lehr, James Kahn, Martin Siggel and Achim Streit
    Citation: Journal of Big Data 2022 9:14
  12. 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
  13. 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
  14. 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
  15. 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
  16. 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
  17. 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
  18. 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
  19. 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
  20. 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
  21. 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
  22. 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
  23. 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

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