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Computational Intelligence Techniques for Pattern Recognition in Multimedia Data

Edited by:
Mughair Aslam BhattiNanjing Normal University, China 
Sibghat Ullah BazaiBalochistan University of Information Technology, Engineering, and Management Sciences, Pakistan
Konstantinos E. PsannisUniversity of Macedonia, Greece

Submission Status: Open   |   Submission Deadline: 3 May 2024 

Journal of Cloud Computing is calling for submissions to our Collection on 'Computational Intelligence Techniques for Pattern Recognition in Multimedia Data.' This special issue aims to compile the most recent academic and professional research on intelligent pattern recognition systems for multimedia data.

About the collection

Articles on topics such as root cause analysis, predictive analytics, few-shot learning, and cost-effective system implementation are especially encouraged to be submitted. Current reviews of the state of the art are strongly encouraged as well. 

Topics of interest (not limited to):

• Analysis and utilization of multimedia data 
• Adaptive computing for multimedia data
• Neural networks applicable to multimedia data
• Few-shot learning techniques
• Systems of predictive analytics
• Systematic analysis of causes
• Low-cost research on system implementation
• Auto-teaching hardware, software, and simulations
• Methods for supervised and unsupervised learning
• System for deep learning and machine learning
• Research on reinforcement learning
• Research on cross-domain feature learning and fusion
• Research on feature extraction and representation

  1. In this study, we present a sophisticated multi-label deep learning framework for the prediction of RNA-RBP (RNA-binding protein) interactions, a critical aspect in understanding RNA functionality modulation a...

    Authors: Huirui Han, Bandeh Ali Talpur, Wei Liu, Limei Wang, Bilal Ahmed, Nadia Sarhan and Emad Mahrous Awwad
    Citation: Journal of Cloud Computing 2024 13:54
  2. Cotton, a crucial cash crop in Pakistan, faces persistent threats from diseases, notably the Cotton Leaf Curl Virus (CLCuV). Detecting these diseases accurately and early is vital for effective management. Thi...

    Authors: Rubaina Nazeer, Sajid Ali, Zhihua Hu, Ghulam Jillani Ansari, Muna Al-Razgan, Emad Mahrous Awwad and Yazeed Yasin Ghadi
    Citation: Journal of Cloud Computing 2024 13:50
  3. Mangroves are ecosystems that grow in the intertidal areas of coastal zones, playing crucial ecological roles and possessing unique economic and social values. They have garnered significant attention and rese...

    Authors: Lixiang Fu, Jinbiao Chen, Zhuoying Wang, Tao Zang, Huandong Chen, Shulei Wu and Yuchen Zhao
    Citation: Journal of Cloud Computing 2024 13:27
  4. In this study, we present the EEG-GCN, a novel hybrid model for the prediction of time series data, adept at addressing the inherent challenges posed by the data's complex, non-linear, and periodic nature, as ...

    Authors: Huimin Han, Harold Neira-Molina, Asad Khan, Meie Fang, Haitham A. Mahmoud, Emad Mahrous Awwad, Bilal Ahmed and Yazeed Yasin Ghadi
    Citation: Journal of Cloud Computing 2024 13:20

    The Correction to this article has been published in Journal of Cloud Computing 2024 13:77

  5. The study aims to evaluate and compare the performance of various machine learning (ML) classifiers in the context of detecting cyber-trolling behaviors. With the rising prevalence of online harassment, develo...

    Authors: Huimin Han, Muhammad Asif, Emad Mahrous Awwad, Nadia Sarhan, Yazeed Yasid Ghadi and Bo Xu
    Citation: Journal of Cloud Computing 2024 13:19
  6. This paper presents a novel approach to time series forecasting, an area of significant importance across diverse fields such as finance, meteorology, and industrial production. Time series data, characterized...

    Authors: Huimin Han, Zehua Liu, Mauricio Barrios Barrios, Jiuhao Li, Zhixiong Zeng, Nadia Sarhan and Emad Mahrous Awwad
    Citation: Journal of Cloud Computing 2024 13:2
  7. 21st century has witnessed a profound metamorphosis in human civilization, primarily driven by the confluence of advanced network technologies and industrial modernization. This transformative period has expan...

    Authors: Zhenjun Yan, Ling Jiang, Xiaoli Huang, Lifang Zhang and Xinxin Zhou
    Citation: Journal of Cloud Computing 2023 12:179
  8. The field of medical image segmentation, particularly in the context of brain tumor delineation, plays an instrumental role in aiding healthcare professionals with diagnosis and accurate lesion quantification....

    Authors: Abdul Haseeb Nizamani, Zhigang Chen, Ahsan Ahmed Nizamani and Kashif Shaheed
    Citation: Journal of Cloud Computing 2023 12:170
  9. Facial expressions serve as crucial indicators of an individual's psychological state, playing a pivotal role in face-to-face communication. This research focuses on advancing collaboration between machines an...

    Authors: Sajid Ali, Muhammad Sharoze Khan, Asad Khan, Muhammad Abdullah Sarwar, MS Syam, Muhammad Aamir, Yazeed Yasin Ghadi, Hend Khalid Alkahtani and Samih M. Mostafa
    Citation: Journal of Cloud Computing 2023 12:161

Submission Guidelines

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This Collection welcomes submission of Research Articles. 

Before submitting your manuscript, please ensure you have read our submission guidelines. Articles for this Collection should be submitted via our submission system. During the submission process, under the section additional information, you will be asked whether you are submitting to a Collection, please select "Computational Intelligence Techniques for Pattern Recognition in Multimedia Data" from the dropdown menu.

Articles will undergo the journal’s standard peer-review process and are subject to all of the journal’s standard policies. Articles will be added to the Collection as they are published.

The Editors have no competing interests with the submissions which they handle through the peer review process. The peer review of any submissions for which the Editors have competing interests is handled by another Editorial Board Member who has no competing interests.