Skip to main content

Articles

Page 1 of 20

  1. This study introduces a novel deep learning-based approach for classifying poultry audio signals, incorporating a custom Burn Layer to enhance model robustness. The methodology integrates digital audio signal ...

    Authors: Esraa Hassan, Samar Elbedwehy, Mahmoud Y. Shams, Tarek Abd El-Hafeez and Nora El-Rashidy
    Citation: Journal of Big Data 2024 11:135
  2. In late 2023, the United Nations conference on climate change (COP28), which was held in Dubai, encouraged a quick move from fossil fuels to renewable energy. Solar energy is one of the most promising forms of...

    Authors: Doaa El-Shahat, Ahmed Tolba, Mohamed Abouhawwash and Mohamed Abdel-Basset
    Citation: Journal of Big Data 2024 11:134
  3. The frequent usage of computer networks and the Internet has made computer networks vulnerable to numerous attacks, highlighting the critical need to enhance the precision of security mechanisms. One of the mo...

    Authors: Ali Mohammed Alsaffar, Mostafa Nouri-Baygi and Hamed M. Zolbanin
    Citation: Journal of Big Data 2024 11:133
  4. The tumor microenvironment (TME) provides a region for intricate interactions within or between immune and non-immune cells. We aimed to reveal the tissue architecture and comprehensive landscape of cells with...

    Authors: Zheng Li, Xiaojie Zhang, Chongyuan Sun, Zefeng Li, He Fei and Dongbing Zhao
    Citation: Journal of Big Data 2024 11:132
  5. Diabetic retinopathy (DR) is the most prevalent cause of preventable vision loss worldwide, imposing a significant economic and medical burden on society today, of which early identification is the cornerstone...

    Authors: Wei Feng, Bingjie Wang, Dan Song, Mengda Li, Anming Chen, Jing Wang, Siyong Lin, Yiran Zhao, Bin Wang, Zongyuan Ge, Shuyi Xu and Yuntao Hu
    Citation: Journal of Big Data 2024 11:131
  6. The image object recognition and detection technology are widely used in many scenarios. In recent years, big data has become increasingly abundant, and big data-driven artificial intelligence models have attr...

    Authors: Xiaoyang Shen, Haibin Li, Achyut Shankar, Wattana Viriyasitavat and Vinay Chamola
    Citation: Journal of Big Data 2024 11:130
  7. The long-term impacts of COVID-19 on human health are a major concern, yet comprehensive evaluations of its effects on various health conditions are lacking.

    Authors: Xiangyang Zhang, Zhaohui Jiang, Jiayao Ma, Yaru Qi, Yin Li, Yan Zhang, Yihan Liu, Chaochao Wei, Yihong Chen, Ping Liu, Yinghui Peng, Jun Tan, Ying Han, Shan Zeng, Changjing Cai and Hong Shen
    Citation: Journal of Big Data 2024 11:129
  8. This article presents an investment recommender system based on an Adaptive Neuro-Fuzzy Inference System (ANFIS) and pre-trained weights from a Multimodal Neural Network (MNN). The model is designed to support...

    Authors: Asefeh Asemi, Adeleh Asemi and Andrea Ko
    Citation: Journal of Big Data 2024 11:128
  9. Psychiatric disorders are severe health challenges that exert a heavy public burden. Air pollution has been widely reported as related to psychiatric disorder risk, but their casual association and pathologica...

    Authors: Xisong Liang, Jie Wen, Chunrun Qu, Nan Zhang, Ziyu Dai, Hao Zhang, Peng Luo, Ming Meng, Zhixiong Liu, Fan Fan and Quan Cheng
    Citation: Journal of Big Data 2024 11:127
  10. In digital agriculture, accurate crop detection is fundamental to developing automated systems for efficient plantation management. For oil palm, the main challenge lies in developing robust models that perfor...

    Authors: Qi Bin Kwong, Yee Thung Kon, Wan Rusydiah W. Rusik, Mohd Nor Azizi Shabudin, Shahirah Shazana A. Rahman, Harikrishna Kulaveerasingam and David Ross Appleton
    Citation: Journal of Big Data 2024 11:126
  11. The question of whether artificial intelligence (AI) can surpass human capabilities is crucial in the application of AI in clinical medicine. To explore this, an interpretable deep learning (DL) model was deve...

    Authors: Yong Tang, Zhenghua Lin, Linjing Zhou, Weijia Wang, Longbo Wen, Yongli Zhou, Zongyuan Ge, Zhao Chen, Weiwei Dai, Zhikuan Yang, He Tang and Weizhong Lan
    Citation: Journal of Big Data 2024 11:125
  12. The success of newly established companies holds significant implications for community development and economic growth. However, startups often grapple with heightened vulnerability to market volatility, whic...

    Authors: Jungryeol Park, Saesol Choi and Yituo Feng
    Citation: Journal of Big Data 2024 11:122
  13. Class imbalance is one of many problems of customer churn datasets. One of the common problems is class overlap, where the data have a similar instance between classes. The prediction task of customer churn be...

    Authors: I Nyoman Mahayasa Adiputra and Paweena Wanchai
    Citation: Journal of Big Data 2024 11:121
  14. Some of the most notable human behavioral palimpsests result from warfare and its durable traces in the form of defensive architecture and strategic infrastructure. For premodern periods, this architecture is ...

    Authors: Monica L. Smith and Connor Newton
    Citation: Journal of Big Data 2024 11:120
  15. Subway button detection is paramount for passenger safety, yet the occurrence of inadvertent touches poses operational threats. Camera-based detection is indispensable for identifying touch occurrences, ascert...

    Authors: Junfeng An, Mengmeng Lu, Gang Li, Jiqiang Liu and Chongqing Wang
    Citation: Journal of Big Data 2024 11:119
  16. Crude oil is an essential energy source that affects international trade, transportation, and manufacturing, highlighting its importance to the economy. Its future price prediction affects consumer prices and ...

    Authors: Alireza Jahandoost, Farhad Abedinzadeh Torghabeh, Seyyed Abed Hosseini and Mahboobeh Houshmand
    Citation: Journal of Big Data 2024 11:117
  17. U-net, a fully convolutional network-based image segmentation method, has demonstrated widespread adaptability in the crack segmentation task. The combination of the semantically dissimilar features of the enc...

    Authors: Luqman Ali, Hamad AlJassmi, Mohammed Swavaf, Wasif Khan and Fady Alnajjar
    Citation: Journal of Big Data 2024 11:116
  18. The construction industry substantially contributes to the economic growth of a country. However, it records a large number of workplace injuries and fatalities annually due to its hesitant adoption of automat...

    Authors: Bubryur Kim, K. R. Sri Preethaa, Sujeen Song, R. R. Lukacs, Jinwoo An, Zengshun Chen, Euijung An and Sungho Kim
    Citation: Journal of Big Data 2024 11:115
  19. This paper presents a comprehensive approach to harmonizing lunar calendars across different global regions, addressing the long-standing challenge of variations in new crescent Moon sightings that mark the be...

    Authors: Samia Loucif, Murad Al-Rajab, Raed Abu Zitar and Mahmoud Rezk
    Citation: Journal of Big Data 2024 11:114
  20. The k-Nearest Neighbors (kNN) method, established in 1951, has since evolved into a pivotal tool in data mining, recommendation systems, and Internet of Things (IoT), among other areas. This paper presents a c...

    Authors: Rajib Kumar Halder, Mohammed Nasir Uddin, Md. Ashraf Uddin, Sunil Aryal and Ansam Khraisat
    Citation: Journal of Big Data 2024 11:113
  21. The maize leaf diseases create severe yield reductions and critical problems. The maize leaf disease should be discovered early, perfectly identified, and precisely diagnosed to make greater yield. This work s...

    Authors: Prasannavenkatesan Theerthagiri, A. Usha Ruby, J. George Chellin Chandran, Tanvir Habib Sardar and Ahamed Shafeeq B. M.
    Citation: Journal of Big Data 2024 11:112
  22. The success of online social platforms hinges on their ability to predict and understand user behavior at scale. Here, we present data suggesting that context-aware modeling approaches may offer a holistic yet...

    Authors: Heinrich Peters, Yozen Liu, Francesco Barbieri, Raiyan Abdul Baten, Sandra C. Matz and Maarten W. Bos
    Citation: Journal of Big Data 2024 11:110
  23. With the growing complexity of data structures, which include high-dimensional and multilabel datasets, the significance of feature selection has become more emphasized. Multilabel feature selection endeavors ...

    Authors: Wangduk Seo, Jaegyun Park, Sanghyuck Lee, A-Seong Moon, Dae-Won Kim and Jaesung Lee
    Citation: Journal of Big Data 2024 11:108
  24. The convergence of artificial intelligence (AI), big data (DB), and Internet of Things (IoT) in Society 5.0, has given rise to Marketing 5.0, revolutionizing personalized customer experiences. In this study, a...

    Authors: Veerajay Gooljar, Tomayess Issa, Sarita Hardin-Ramanan and Bilal Abu-Salih
    Citation: Journal of Big Data 2024 11:107
  25. Prediction processes in areas ranging from climate and disease spread to disasters and air pollution rely heavily on spatial–temporal data. Understanding and forecasting the distribution patterns of disease ca...

    Authors: Sri Suryani Prasetiyowati and Yuliant Sibaroni
    Citation: Journal of Big Data 2024 11:106
  26. The morphology and distribution of airway tree abnormalities enable diagnosis and disease characterisation across a variety of chronic respiratory conditions. In this regard, airway segmentation plays a critic...

    Authors: Wing Keung Cheung, Ashkan Pakzad, Nesrin Mogulkoc, Sarah Helen Needleman, Bojidar Rangelov, Eyjolfur Gudmundsson, An Zhao, Mariam Abbas, Davina McLaverty, Dimitrios Asimakopoulos, Robert Chapman, Recep Savas, Sam M. Janes, Yipeng Hu, Daniel C. Alexander, John R. Hurst…
    Citation: Journal of Big Data 2024 11:104
  27. Non-Insulin-Dependent Diabetes Mellitus (NIDDM) is a chronic health condition caused by high blood sugar levels, and if not treated early, it can lead to serious complications i.e. blindness. Human Activity Re...

    Authors: Md Nuho Ul Alam, Ibrahim Hasnine, Erfanul Hoque Bahadur, Abdul Kadar Muhammad Masum, Mercedes Briones Urbano, Manuel Masias Vergara, Jia Uddin, Imran Ashraf and Md. Abdus Samad
    Citation: Journal of Big Data 2024 11:103
  28. Short-term traffic flow forecasting is a hot issue in the field of intelligent transportation. The research field of traffic forecasting has evolved greatly in past decades. With the rapid development of deep ...

    Authors: Qitan Shao, Xinglin Piao, Xiangyu Yao, Yuqiu Kong, Yongli Hu, Baocai Yin and Yong Zhang
    Citation: Journal of Big Data 2024 11:102
  29. Physical fitness is one of the most important traits a person could have for health longevity. Conducting regular exercise is fundamental to maintaining physical fitness, but with the caveat of occurring injur...

    Authors: Ferdinandz Japhne, Kevin Janada, Agustinus Theodorus and Andry Chowanda
    Citation: Journal of Big Data 2024 11:101
  30. This paper introduces TC-Llama 2, a novel application of large language models (LLMs) in the technology-commercialization field. Traditional methods in this field, reliant on statistical learning and expert kn...

    Authors: Jeyoon Yeom, Hakyung Lee, Hoyoon Byun, Yewon Kim, Jeongeun Byun, Yunjeong Choi, Sungjin Kim and Kyungwoo Song
    Citation: Journal of Big Data 2024 11:100
  31. This study was designed to develop and validate a robust predictive model for one-year mortality in elderly coronary heart disease (CHD) patients with anemia using machine learning methods.

    Authors: Longcan Cheng, Yan Nie, Hongxia Wen, Yan Li, Yali Zhao, Qian Zhang, Mingxing Lei and Shihui Fu
    Citation: Journal of Big Data 2024 11:99
  32. Within the Hadoop ecosystem, MapReduce stands as a cornerstone for managing, processing, and mining large-scale datasets. Yet, the absence of efficient solutions for precise estimation of job execution times p...

    Authors: Mohammed Bergui, Soufiane Hourri, Said Najah and Nikola S. Nikolov
    Citation: Journal of Big Data 2024 11:98
  33. The detection of hate speech (HS) in online platforms has become extremely important for maintaining a safe and inclusive environment. While significant progress has been made in English-language HS detection,...

    Authors: Abdullah Al Maruf, Ahmad Jainul Abidin, Md. Mahmudul Haque, Zakaria Masud Jiyad, Aditi Golder, Raaid Alubady and Zeyar Aung
    Citation: Journal of Big Data 2024 11:97
  34. Time series similarity matrices (informally, recurrence plots or dot-plots), are useful tools for time series data mining. They can be used to guide data exploration, and various useful features can be derived...

    Authors: Maryam Shahcheraghi, Ryan Mercer, João Manuel de Almeida Rodrigues, Audrey Der, Hugo Filipe Silveira Gamboa, Zachary Zimmerman, Kerry Mauck and Eamonn Keogh
    Citation: Journal of Big Data 2024 11:96
  35. Nowadays, due to the constantly growing amount of textual information, automatic text summarization constitutes an important research area in natural language processing. In this work, we present a novel frame...

    Authors: Panagiotis Kouris, Georgios Alexandridis and Andreas Stafylopatis
    Citation: Journal of Big Data 2024 11:95
  36. Emotions are fundamental to human behaviour. How we feel, individually and collectively, determines how humanity evolves and advances into our shared future. The rapid digitalisation of our personal, social an...

    Authors: Gihan Gamage, Daswin De Silva, Nishan Mills, Damminda Alahakoon and Milos Manic
    Citation: Journal of Big Data 2024 11:93
  37. In the current industrial landscape, a significant number of sectors are grappling with the challenges posed by unstructured data, which incurs financial losses amounting to millions annually. If harnessed eff...

    Authors: Supriya V. Mahadevkar, Shruti Patil, Ketan Kotecha, Lim Way Soong and Tanupriya Choudhury
    Citation: Journal of Big Data 2024 11:92
  38. The article introduces an innovative approach to global optimization and feature selection (FS) using the RIME algorithm, inspired by RIME-ice formation. The RIME algorithm employs a soft-RIME search strategy ...

    Authors: Ruba Abu Khurma, Malik Braik, Abdullah Alzaqebah, Krishna Gopal Dhal, Robertas Damaševičius and Bilal Abu-Salih
    Citation: Journal of Big Data 2024 11:89
  39. Hepatocellular carcinoma (HCC) is a highly prevalent form of liver cancer that necessitates accurate prediction models for early diagnosis and effective treatment. Machine learning algorithms have demonstrated...

    Authors: Ghada Mostafa, Hamdi Mahmoud, Tarek Abd El-Hafeez and Mohamed E. ElAraby
    Citation: Journal of Big Data 2024 11:88
  40. The classification of imbalanced datasets is a prominent task in text mining and machine learning. The number of samples in each class is not uniformly distributed; one class contains a large number of samples...

    Authors: Muhammad Mujahid, EROL Kına, Furqan Rustam, Monica Gracia Villar, Eduardo Silva Alvarado, Isabel De La Torre Diez and Imran Ashraf
    Citation: Journal of Big Data 2024 11:87
  41. OCR2SEQ represents an innovative advancement in Optical Character Recognition (OCR) technology, leveraging a multi-modal generative augmentation strategy to overcome traditional limitations in OCR systems. Thi...

    Authors: Michael Lowe, Joseph D. Prusa, Joffrey L. Leevy and Taghi M. Khoshgoftaar
    Citation: Journal of Big Data 2024 11:86

Annual Journal Metrics

  • Citation Impact 2023
    Journal Impact Factor: 8.6
    5-year Journal Impact Factor: 12.4
    Source Normalized Impact per Paper (SNIP): 3.853
    SCImago Journal Rank (SJR): 2.068

    Speed 2023
    Submission to first editorial decision (median days): 56
    Submission to acceptance (median days): 205

    Usage 2023
    Downloads: 2,559,548
    Altmetric mentions: 280