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  1. Mastoid abnormalities show different types of ear illnesses, however inadequacy of experts and low accuracy of diagnostic demand a new approach to detect these abnormalities and reduce human mistakes. The manu...

    Authors: Mohammad Khosravi, Yalda Jabbari Moghaddam, Mahdad Esmaeili, Ahmad Keshtkar, Javad Jalili and Hamid Tayefi Nasrabadi
    Citation: Journal of Big Data 2022 9:62
  2. Dimension reduction is a preprocessing step in machine learning for eliminating undesirable features and increasing learning accuracy. In order to reduce the redundant features, there are data representation m...

    Authors: Mahboubeh Fattahi, Mohammad Hossein Moattar and Yahya Forghani
    Citation: Journal of Big Data 2022 9:60
  3. Advanced analytics are fundamental to transform large manufacturing data into resourceful knowledge for various purposes. In its very nature, such “industrial big data” can relay its usefulness to reach furthe...

    Authors: Moncef Garouani, Adeel Ahmad, Mourad Bouneffa, Mohamed Hamlich, Gregory Bourguin and Arnaud Lewandowski
    Citation: Journal of Big Data 2022 9:57
  4. Natural language processing (NLP) refers to the field of study that focuses on the interactions between human language and computers. It has recently gained much attention for analyzing human language computat...

    Authors: Sebastião Pais, João Cordeiro and M. Luqman Jamil
    Citation: Journal of Big Data 2022 9:54
  5. Big data has become a core technology to provide innovative solutions in many fields. However, the collected dataset for data analysis in various domains will contain missing values. Missing value imputation i...

    Authors: Kritbodin Phiwhorm, Charnnarong Saikaew, Carson K. Leung, Pattarawit Polpinit and Kanda Runapongsa Saikaew
    Citation: Journal of Big Data 2022 9:52
  6. Effective programming of research and development (R&D) support, adjusted to the actual potential of beneficiaries, requires the use of modern analytical tools. An efficient R&D support system requires up-to-d...

    Authors: Wiesław Cetera, Włodzimierz Gogołek, Aleksander Żołnierski and Dariusz Jaruga
    Citation: Journal of Big Data 2022 9:46
  7. CNN originates from image processing and is not commonly known as a forecasting technique in time-series analysis which depends on the quality of input data. One of the methods to improve the quality is by smo...

    Authors: Aji Prasetya Wibawa, Agung Bella Putra Utama, Hakkun Elmunsyah, Utomo Pujianto, Felix Andika Dwiyanto and Leonel Hernandez
    Citation: Journal of Big Data 2022 9:44
  8. Today's lifestyle has led to a significant increase in referrals to medical centers to diagnose various diseases. To this end, over the past few years, researchers have turned to new diagnostic methods, includ...

    Authors: Faranak Rezaei, Maryam Abbasitabar, Shirin Mirzaei, Zahra Kamari Direh, Sahar Ahmadi, Zahra Azizi and Darya Danialy
    Citation: Journal of Big Data 2022 9:43
  9. The vehicle routing problem (VRP) is one of the challenging problems in optimization and can be described as combinatorial optimization and NP-hard problem. Researchers have used many artificial intelligence t...

    Authors: Mohammed Alweshah, Muder Almiani, Nedaa Almansour, Saleh Al Khalaileh, Hamza Aldabbas, Waleed Alomoush and Almahdi Alshareef
    Citation: Journal of Big Data 2022 9:42
  10. The Sundanese language has over 32 million speakers worldwide, but the language has reaped little to no benefits from the recent advances in natural language understanding. Like other low-resource languages, t...

    Authors: Wilson Wongso, Henry Lucky and Derwin Suhartono
    Citation: Journal of Big Data 2022 9:39
  11. Online social networking services like Twitter are frequently used for discussions on numerous topics of interest, which range from mainstream and popular topics (e.g., music and movies) to niche and specializ...

    Authors: Wenchuan Mu, Kwan Hui Lim, Junhua Liu, Shanika Karunasekera, Lucia Falzon and Aaron Harwood
    Citation: Journal of Big Data 2022 9:38
  12. 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
  13. 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
  14. 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
  15. 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
  16. 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
  17. 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
  18. 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
  19. 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
  20. 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
  21. 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
  22. 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

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