Special Issues

Data 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 policies and Guest Editor responsibilities can be found here. For any inquiries related to a Special Issue, please contact the Editorial Office.

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Lossy Compression of Scientific Data
edited by Jinyang Liu and Sian Jin
submission deadline 31 May 2026 | Viewed by 429 | Submission Open
Keywords: scientific computing; high-performance computing; scientific compression; data compression; parallel computing; optimization methods; numerical algorithms; numerical analysis; data coding
Ethical AI and Responsible Data Science
edited by Donghee Shin
submission deadline 30 Jun 2026 | 1 articles | Viewed by 4656 | Submission Open
Keywords: ethical AI; human-centered AI; responsible data science; fairness in AI; accountability in machine learning; transparency in AI systems; bias mitigation; privacy-preserving analytics; AI ethics frameworks; societal impacts of AI; data-driven decision-making ethics
Digital Transformation in Materials Science: Data-Driven Approaches to Metal Matrix Composites
edited by Tzanko Donchev and
submission deadline 30 Jun 2026 | Viewed by 485 | Submission Open
Keywords: digital transformation; materials science; metal matrix composites; data-driven approaches; computational modeling; machine learning in materials; advanced materials optimization; microstructure analysis; industrial applications of mmcs; aerospace and automotive materials
Data in Behavioral and Experimental Research: Datasets and Applications
edited by and
submission deadline 31 Jul 2026 | 6 articles | Viewed by 9715 | Submission Open
Keywords: behavioral experiments; experimental economics; behavioral data; experimental data; data sharing; dataset descriptors; replication; meta-analysis; open science; experimental design; decision-making
IoT and Big Data Applications in Smart Cities: Recent Advances, Challenges, and Critical Issues submission deadline 31 Aug 2026 | 5 articles | Viewed by 13108 | Submission Open
Keywords: Internet of Things; smart cities; wireless connections; optimizations; urban management; big data; visualization; real-time information; image processing; decision-making process; simulation
Mining and Computational Intelligence for E-Learning and Education—4th Edition submission deadline 30 Sep 2026 | 6 articles | Viewed by 3635 | Submission Open
Keywords: e-learning; machine learning; artificial intelligence; data analysis; algorithms; big data
(This special issue belongs to the Section Information Systems and Data Management)
Natural Language Processing in the Era of Big Data
edited by and
submission deadline 30 Sep 2026 | Viewed by 319 | Submission Open
Keywords: linguistically enriched encodings; embodied shared knowledge; linked open data; NLP enhancement; perception– cognition– experiential AI
(This special issue belongs to the Section Information Systems and Data Management)
Artificial Intelligence and Data Science for Fintech
edited by Kani Chen
submission deadline 31 Oct 2026 | Viewed by 324 | Submission Open
Keywords: AI in finance; large language models (LLMs); generative AI; forecasting; risk and compliance; fraud and AML; portfolio optimization; trading and microstructure; graph learning; explainability and robustness; privacy; ML Ops; human– AI collaboration
(This special issue belongs to the Section Information Systems and Data Management)
Machine Learning and Data Mining in Exercise, Sports and Health Research, Second Edition
edited by , and Rodrigo Yánez-Sepúlveda
submission deadline 30 Nov 2026 | 1 articles | Viewed by 859 | Submission Open
Keywords: data science; sensor data; health informatics; sport analytics; health data; performance analysis; optimization
(This special issue belongs to the Section Information Systems and Data Management)
Modern Statistical Methods for Atmospheric and Oceanic Sciences
edited by
submission deadline 30 Nov 2026 | Viewed by 260 | Submission Open
Keywords: air– sea interaction analysis; spatial statistics; extreme value analysis; uncertainty quantification; ensemble methods; data assimilation; climate variability analysis; climate change detection; machine learning and artificial intelligence; multi-source data integration; bias correction; ocean current and sea level change
(This special issue belongs to the Section Spatial Data Science and Digital Earth)
From Intuition to Algorithms: Re-Inventing Management in the Age of Big Data
edited by
submission deadline 30 Nov 2026 | Viewed by 225 | Submission Open
Keywords: big data analytics; data collection and processing; data analysis; management datasets; decision support data; predictive analytics; modern management; data-driven decision making; business intelligence; artificial intelligence in management; digital transformation; decision support systems; data governance; predictive analytics; smart organizations; experimental and empirical data
(This special issue belongs to the Section Information Systems and Data Management)
Big Data and Data-Driven Research in Sports submission deadline 31 Dec 2026 | 7 articles | Viewed by 24859 | Submission Open
Keywords: big data; performance; analysis; technology; biomechanics; physiology; optimization; team sports
Benchmarking Datasets in Bioinformatics, 3rd Edition
edited by
submission deadline 31 Dec 2026 | 2 articles | Viewed by 817 | Submission Open
Keywords: bioinformatics datasets; dataset construction; dataset comparisons; dataset qualities; dataset comments; dataset collections; comparison of computational methods based on datasets
(This special issue belongs to the Section Computational Biology, Bioinformatics, and Biomedical Data Science)
Data in Astrophysics and Geophysics: Research and Applications, 4th Edition submission deadline 31 Dec 2026 | Viewed by 159 | Submission Open
Keywords: big data in astrophysics and geophysics; data processing; visualization; and acquisition; line profile data; interstellar spectral data; atomic and molecular data in astrophysics; earth observation data; climate data records; natural hazards and disasters; satellite observations and atmospheric modeling; machine learning in astrophysics and geophysics
(This special issue belongs to the Section Spatial Data Science and Digital Earth)
Misinformation Identification, Processing, and Management in the Big Data Era
edited by Wen Chen Hu
submission deadline 7 Mar 2027 | Viewed by 3 | Submission Open
Keywords: misinformation; disinformation; fake news; misinformation identification and detection; misinformation processing; misinformation management; misinformation analysis; misinformation dataset; security
(This special issue belongs to the Section Information Systems and Data Management)
Vision-Based AI in the Real World: Data, Robustness and Deployment submission deadline 31 Jul 2027 | Viewed by 45 | Submission Open
Keywords: real-world vision AI; data-centric AI; robust visual recognition; domain generalization; out-of-distribution robustness; multimodal learning; trustworthy AI; foundation models; vision-language models; real-world deployment
(This special issue belongs to the Section Information Systems and Data Management)
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