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Special Issues

Big Data and Cognitive Computing publishes Special Issues to create collections of papers on specific topics, with the aim of building a community of authors and readers to discuss the latest research and develop new ideas and research directions. Special Issues are led by Guest Editors, who are experts on the topic and all Special Issue submissions follow MDPI's standard editorial process.

The journal’s Editor-in-Chief and/or designated Editorial Board Member will oversee Guest Editor appointments and Special Issue proposals, checking their content for relevance and ensuring the suitability of the material for the journal. The papers published in a Special Issue will be collected and displayed on a dedicated page of the journal’s website. Further information on MDPI's Special Issue polices and Guest Editor responsibilities can be found here. For any inquiries related to a Special Issue, please contact the Editorial Office.

Open for Submission

Artificial Intelligence Techniques for Audio, Image, and Multisensory Signal Processing

Guest Editor: Giuseppe Ciaburro
Viewed by 60

Deadline: 27 January 2027

Open for Submission

Advances in Natural Language Processing and Text Mining: 2nd Edition

Guest Editors: Zuchao Li, Min Peng
Viewed by 248

Deadline: 31 December 2026

Open for Submission

Artificial Intelligence and Digital Twin Technologies for Smart and Sustainable Built Environments

Guest Editor: Woubishet Zewdu Taffese
Viewed by 75

Deadline: 31 December 2026

Open for Submission

Artificial Intelligence Models and Cognitive Computing: Innovations from Algorithms to Intelligent Systems

Guest Editors: Xin Su, Zhiquan Bai
Viewed by 102

Deadline: 31 December 2026

Open for Submission

Next-Generation Medical Image Analysis: Multimodal, Decentralized, Fair and Reasoning-Centric Approaches

Guest Editors: Md Mostafa Kamal Sarker, Pramit Saha
Viewed by 34

Deadline: 18 December 2026

Open for Submission

Reasoning for Safety in Artificial Intelligence: Optimisation, Multi-Agent Systems, and Trustworthy Inference

Guest Editor: Leonardo Ranaldi
Viewed by 32

Deadline: 3 December 2026

Open for Submission

Artificial Intelligence-Driven Analysis of Big Health Data

Guest Editors: Ziyu Jia, Hengguan Huang
Viewed by 126

Deadline: 30 November 2026

Open for Submission

Enhancement Optimization Techniques on Large Language Model

Guest Editor: Shanjiang Tang
Viewed by 69

Deadline: 30 November 2026

Open for Submission

Applied Artificial Intelligence for Distributed Industrial Systems—Edge–Cloud Intelligence and Time Series Forecasting

Guest Editors: Andreas Fischer, Andreas Kassler, Bestoun S. Ahmed, Carlos Enrique Palau Salvador
Viewed by 106

Deadline: 26 November 2026

Open for Submission

Multimodal Learning for Open-World Environments

Guest Editors: Guosen Xie, Fang Zhao
Viewed by 64

Deadline: 2 November 2026

Open for Submission

Beyond Diagnosis: Machine Learning in Prognosis, Prevention, Healthcare, Neurosciences, and Precision Medicine

Guest Editors: Cristian Randieri, Giuseppe Tradigo, Riccardo Pecori, Jakub Mieczkowski
4 articles | Viewed by 8,934

Deadline: 1 November 2026

Open for Submission

Intelligent Communication and Sensor Networks for Advanced Signal Processing

Guest Editors: Yibeltal Chanie Manie, Hayle Stotaw Talbachew
Viewed by 124

Deadline: 23 October 2026

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Big Data Cogn. Comput. - ISSN 2504-2289