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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

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 9,081

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 133

Deadline: 23 October 2026

Open for Submission

Natural Language Processing Applications in Big Data

Guest Editors: Xingyi Song, Ye Jiang, Yunfei Long
5 articles | Viewed by 15,034

Deadline: 22 October 2026

Open for Submission

Application of Machine and Deep Learning in Cyber-Physical Systems (CPSs)

Guest Editors: Yongxin Liu, Jian Wang, Shuteng Niu, Thomas Yang, Dahai Liu, Prashant Shekhar, Hong Liu
Viewed by 624

Deadline: 30 September 2026

Open for Submission

Machine Learning and Image Processing: Applications and Challenges

Guest Editor: Balazs Harangi
1 article | Viewed by 429

Deadline: 30 September 2026

Open for Submission

Data Science Empowers Intelligent Systems: Theories and Applications

Guest Editor: Junwei Yan
Viewed by 228

Deadline: 30 September 2026

Open for Submission

Cognitive Computing for Image, Signal, and Biomedical Applications

Guest Editors: Qingli Li, Yan Wang, Qing Zhang, Qian Wang
Viewed by 605

Deadline: 30 September 2026

Open for Submission

Application of Pattern Recognition and Machine Learning

Guest Editors: María del Carmen Pegalajar Jiménez, Luis G. Baca Ruiz
Viewed by 165

Deadline: 25 September 2026

Open for Submission

AI, Computer Vision and Human–Robot Interaction

Guest Editors: Hannan Azhar, Md Nazmul Huda, Hongying Meng
2 articles | Viewed by 1,602

Deadline: 23 September 2026

Open for Submission

Big Data Analytics and Business Model Innovation: Toward an Integrative View

Guest Editors: Arash Najmaei Lonbani, Zahra Sadeghinejad, Rao Mikkilineni
Viewed by 818

Deadline: 14 September 2026

Open for Submission

Natural Language Processing and Large-Scale Semantic Data Mining for Business Performance and Strategic Decision-Making

Guest Editors: Ludovica Segneri, Andrea Fronzetti Colladon, Francesca Grippa, Aleksandra Przegalińska
Viewed by 107

Deadline: 11 September 2026

Open for Submission

Machine Learning Methodologies and Applications in Cybersecurity Data Analysis

Guest Editors: Biao Han, Xiaoyan Wang, Xiucai Ye, Na Zhao
7 articles | Viewed by 14,191

Deadline: 31 August 2026

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Big Data Cogn. Comput. - ISSN 2504-2289