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 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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Field Robotics and Artificial Intelligence (AI)
edited by and
submission deadline 20 Aug 2025 | 2 articles | Viewed by 3510 | Submission Open
Keywords: field robotics; robotic systems; sensing; vision; AI
Semantic Web Technology and Recommender Systems 2nd Edition submission deadline 31 Aug 2025 | 2 articles | Viewed by 13469 | Submission Open
Keywords: semantic web; semantics; recommender system; recommendation method; big data analytics; sentiment analysis; social web
Machine Learning Methodologies and Applications in Cybersecurity Data Analysis
edited by Biao Han, , and Na Zhao
submission deadline 31 Aug 2025 | 2 articles | Viewed by 4829 | Submission Open
Keywords: machine learning; cybersecurity; data science; artificial intelligence
Energy Conservation Towards a Low-Carbon and Sustainability Future
edited by and Xuan Hu
submission deadline 25 Sep 2025 | Viewed by 219 | Submission Open
Keywords: data-driven; intelligent optimization; efficiency evaluation; artificial intelligence; data mining and fusion; environmental protection; energy saving and optimization; energy consumption forecast; air pollution emissions; renewable energy conversion and utilization; hydrogen energy; high-efficiency energy devices; neural networks; deep learning; environmental efficiency
Application of Artificial Intelligence in Traffic Management
edited by Weihao Ma and
submission deadline 30 Sep 2025 | 2 articles | Viewed by 1837 | Submission Open
Keywords: artificial intelligence; traffic management; maritime management; intelligent transportation systems; adaptive traffic control; traffic forecasting and optimization; ocean-going vessel
Recent Advances in Machine Learning Methods for Imperfect Large-Scale Data
edited by Ximing Li, Bo Fu and Changchun Li
submission deadline 30 Sep 2025 | 1 articles | Viewed by 942 | Submission Open
Keywords: data cleaning; missing data; imbalanced data; weakly supervised learning; incremental learning; concept drift; lightweight model; privacy preservation
Application of Machine and Deep Learning in Cyber-Physical Systems (CPSs)
edited by , , , , Dahai Liu, Prashant Shekhar and Hong Liu
submission deadline 30 Sep 2025 | Viewed by 366 | Submission Open
Keywords: cyber-physical systems (CPSs); Internet of Things; data-driven applications; explainable AI; self-learning adaptive systems; trustworthy machine learning; efficient learning
Natural Language Processing Applications in Big Data
edited by Xingyi Song, Ye Jiang and
submission deadline 22 Oct 2025 | 1 articles | Viewed by 3061 | Submission Open
Keywords: natural language processing; low-resource languages; NLP applications; interpretability; large language model; sentiment analysis
Advances in Large Language Models for Biological and Medical Applications
edited by Irene Li and Ruihai Dong
submission deadline 31 Oct 2025 | Viewed by 367 | Submission Open
Keywords: LLMs; NLP; bioinformatics; EHRs; medical text processing
Big Data and Machine Learning Applications for Material Removal, Additive and Hybrid Manufacturing Processes
edited by Nikolaos Fountas
submission deadline 31 Oct 2025 | Viewed by 152 | Submission Open
Keywords: predictive analytics in manufacturing; cloud computing; metaheuristics/intelligent algorithms; process optimization; systems interaction; neural networks; digital manufacturing; smart manufacturing systems; data-driven materials processing; CAD-CAM-CNC; robotics and automation; supply chain management; process modeling and simulation
Beyond Diagnosis: Machine Learning in Prognosis, Prevention, Healthcare, Neurosciences, and Precision Medicine
edited by , Giuseppe Tradigo, and Jakub Mieczkowski
submission deadline 1 Nov 2025 | 3 articles | Viewed by 3185 | Submission Open
Keywords: personalized medicine; medical imaging; predictive modeling in healthcare; bioinformatics; genomics; clinical decision support; healthcare data analytics; machine learning in drug discovery; machine learning simulations; interpretable machine learning; health informatics; patient monitoring; ethical issues in medical AI; ML in psychology; psychological support; remote treatment; ML in neurosciences
Artificial Intelligence in Digital Humanities
edited by
submission deadline 18 Nov 2025 | 3 articles | Viewed by 20997 | Submission Open
Keywords: artificial intelligence; digital humanities; computational archaeology; computational approaches; heritage science
Generative AI and Large Language Models submission deadline 30 Nov 2025 | 6 articles | Viewed by 35381 | Submission Open
Keywords: generative AI; large language models (LLMs); natural language processing; deep learning; ChatGPT
Knowledge Graphs in the Big Data Era: Navigating the Confluence of Distribution, Visualization, and Advanced Computational Models
edited by Amna Dridi, and
submission deadline 30 Nov 2025 | 4 articles | Viewed by 10303 | Submission Open
Keywords: knowledge graphs; big data analytics; distributed computing; data visualisation; semantic web technologies; machine learning integration; natural language processing; graph databases; domain-specific applications
Applied Data Science for Social Good: 2nd Edition submission deadline 15 Dec 2025 | Viewed by 294 | Submission Open
Keywords: AI; sustainability; big data analytics; data science applications
Transforming Cyber Security Provision through Utilizing Artificial Intelligence
edited by and Yang-Im Lee
submission deadline 31 Dec 2025 | 1 articles | Viewed by 4257 | Submission Open
Keywords: business-to-business relations; business continuity planning; business consumer interaction; chatbots; code generation; compliance; controls; critical infrastructure; data management; detection; ethical factors; foundation models; generative AI; industry; language modelling; learning; management issues; malware detection; modelling; model trading tools; neural networks; policy; problem solving; resilience; risk management; scenario analysis; security; self-supervised learning; society; standards; threat hunting; transformers; virtual influencer
Industrial Applications of IoT and Blockchain for Sustainable Environment
edited by , Qi Liu and Amjad Ullah
submission deadline 31 Dec 2025 | 2 articles | Viewed by 3987 | Submission Open
Keywords: Internet of Things; blockchain; cyber-physical systems; cloud-edge-IoT continuum; AI and machine learning; sustainable computing; software engineering; cybersecurity
Application of Deep Neural Networks
edited by Linfeng Zhang, Wanyue Xu and Jiaye Teng
submission deadline 31 Dec 2025 | 2 articles | Viewed by 1215 | Submission Open
Keywords: deep neural networks; convolutional neural network; recurrent neural network; transformer
Deep Learning-Based Pose Estimation: Applications in Vision, Robotics, and Beyond
edited by and Chaiyawan Auepanwiriyakul
submission deadline 31 Dec 2025 | 1 articles | Viewed by 814 | Submission Open
Keywords: deep learning; pose estimation; computer vision; human-computer interaction; big data analytics; sports analytics; machine learning; biometrics; occlusion handling; pattern recognition; movement analysis; data generalization; healthcare technology; human-robot collaboration
Bioinformatics Dry Laboratories for Research and Education: Computational Systems and Infrastructures
edited by
submission deadline 31 Dec 2025 | Viewed by 249 | Submission Open
Keywords: cloud computing; high performance and high throughput computing (HPC and HTC); server; workstation; desktop; computer design; and architecture (CPU; RAM; HDD; SSD; etc.); computer systems performance and evaluation (UnixBench; etc.); NAS operating systems; file systems; RAID systems and variants; bioinformatics specialized processing hardware (FPGA; CPU; GPU; AI/ML; etc.); second-/third-generation sequencing machines and workflow; omics data sensitivity; privacy; and protection strategies; big data (omics) management and integration; domain specific languages; FAIR principles; cybersecurity; computing Milieux; laboratory planning; costs analysis; management; implementation; and updates
Harnessing Big Data for Sustainable Development: A Pathway to Greener Futures
edited by , Amelia Bădică and
submission deadline 10 Jan 2026 | Viewed by 24 | Submission Open
Keywords: big data; sustainable development; environmental analytics; smart cities; renewable energy; climate change; resource management; intelligent transportation; efficient marketing
Application of Cloud Computing in Industrial Internet of Things
edited by , Mujeeb Ur Rehman and
submission deadline 15 Jan 2026 | 6 articles | Viewed by 11437 | Submission Open
Keywords: cloud computing; internet of things; industrial internet of things; security and privacy; big data analytics; machine learning; digital twins; supply chain optimisation; smart manufacturing and robotics; blockchain; edge computing
Big Data Analytics with Machine Learning for Cyber Security
edited by , Sherif Abdelfattah and
submission deadline 20 Jan 2026 | 3 articles | Viewed by 4888 | Submission Open
Keywords: big data analytics; cybersecurity; machine learning; deep learning; IoT
Application of Semantic Technologies in Intelligent Environment
edited by Maria Nisheva-Pavlova, Galia Angelova and
submission deadline 28 Feb 2026 | 5 articles | Viewed by 14173 | Submission Open
Keywords: semantic web; linked data; knowledge graph; ontology; big data; information retrieval; semantic interoperability
Evolutionary Computation and Artificial Intelligence: Building a Sustainable Future for Smart Cities
edited by Changjun Zhou and
submission deadline 28 Feb 2026 | 1 articles | Viewed by 1174 | Submission Open
Keywords: Internet of Things (IoT); 6G communication; evolutionary computation; real-time data stream processing and optimization; edge computing optimization; AI-driven analytics; distributed computing and resource scheduling; network slicing technology; privacy protection mechanisms; heterogeneous network collaboration
Deep Network Learning and Its Applications: 2nd Edition submission deadline 28 Feb 2026 | Viewed by 162 | Submission Open
Keywords: deep learning; deep learning applications; deep learning in practice; user study; deep learning implementation
Applications and Research in Information Systems, Big Data, IoT, Edge Computing and Edge Intelligence for Sustainable Digital Ecosystems
edited by
submission deadline 28 Feb 2026 | Viewed by 119 | Submission Open
Keywords: information systems; big data technologies; IoT applications; edge computing architectures
Advances in Artificial Intelligence for Computer Vision, Augmented Reality Virtual Reality and Metaverse submission deadline 18 Mar 2026 | 1 articles | Viewed by 832 | Submission Open
Keywords: artificial intelligence; machine learning; deep learning; computer vision; augmented reality; virtual reality; metaverse
Advances in Complex Networks
edited by , Gianluca Bonifazi and Michele Marchetti
submission deadline 28 Mar 2026 | 1 articles | Viewed by 892 | Submission Open
Keywords: complex networks; graphs; computer networks; biological networks; neurological networks; connectomes; brain analysis; social networks; climate networks; artificial neural networks; technological networks; political networks; blockchains; internet of things
Machine Learning and AI Technology for Sustainable Development
edited by , , Yuchih Wei and
submission deadline 31 Mar 2026 | 10 articles | Viewed by 19125 | Submission Open
Keywords: machine learning; artificial intelligence; sustainability; deep learning; intelligent systems; industry 4.0; robotics; smart city; edge computing; data science; cognitive computing; big data
Applications of Artificial Intelligence and Data Management in Data Analysis
edited by , Le Gruenwald, Elio Masciari and Laurent D'Orazio
submission deadline 31 Mar 2026 | Viewed by 715 | Submission Open
Keywords: artificial intelligence (AI); data management; data analysis; machine learning; data governance; predictive analytics; data quality; data visualization; data mining
Machine Learning and the Renewable Energy Transition submission deadline 31 Mar 2026 | Viewed by 453 | Submission Open
Keywords: machine learning; renewable energy; energy transition; predictive maintenance; energy optimization; demand forecasting; distributed energy resources; sustainability; artificial intelligence; energy efficiency
Scalability and Interoperability in the Artificial Intelligence of Things submission deadline 15 Apr 2026 | Viewed by 183 | Submission Open
Keywords: AIoT; 5G networks; artificial intelligence (AI); Internet of Things (IoT); edge computing; scalability; interoperability; network optimization
Recent Trends and Applications of Data Science in Social Network
edited by
submission deadline 22 Apr 2026 | Viewed by 141 | Submission Open
Keywords: data science; data analytics; social sciences; social networks; data mining; AI-based data analytics; agent-based data-driven applications; data-driven architecture; data science protocols
Perspectives and Applications of Multimodal Artificial Intelligence and Big Data submission deadline 25 Apr 2026 | Viewed by 224 | Submission Open
Keywords: multimodal AI; artificial intelligence; data analysis; human-robot interaction
Machine Learning Applications in Natural Language Processing
edited by , Kecheng Liu and Chao Li
submission deadline 20 May 2026 | Viewed by 160 | Submission Open
Keywords: big data; deep learning; large language model; multimodal; XAI
Smart Manufacturing in the AI Era
edited by
submission deadline 29 May 2026 | Viewed by 195 | Submission Open
Keywords: smart manufacturing; advanced manufacturing; autonomous manufacturing; artificial intelligence; machine learning; intelligent systems; data-driven; Industry 4.0 and Industry 5.0
Application of Digital Technology in Financial Development
edited by and
submission deadline 30 May 2026 | Viewed by 150 | Submission Open
Keywords: artificial intelligence; big data analytics; digital technology; fintech innovation; blockchain; cloud computing; cybersecurity; decentralized finance; digital currencies; financial development
Internet Intelligence for Cybersecurity
edited by
submission deadline 12 Jun 2026 | Viewed by 88 | Submission Open
Keywords: artificial intelligence; machine learning; cybersecurity; data privacy; blockchain technology; steganography; steganalysis; information hiding; digital watermarking; multimedia security
AI and Data Science in Sports Analytics submission deadline 30 Jun 2026 | 1 articles | Viewed by 1129 | Submission Open
Keywords: sports analytics; big data in sports; machine learning; performance optimization; injury prevention; predictive modeling; wearable technology; game strategy analysis; AI in sports; sports forecasting
Advances in Graph Learning and Representation Models for Complex Network Analysis
edited by and Francesco Cauteruccio
submission deadline 30 Jun 2026 | Viewed by 109 | Submission Open
Keywords: graph transformers; self-attention on graphs; heterogeneous and multi-relational graphs; scalable graph learning; interpretability and explainability; real-time graph analytics; privacy-preserving graph methods
Next-Generation Security Schemes and Models for IoT-Enabled Smart Environments
edited by , Max Talanov and
submission deadline 30 Jun 2026 | Viewed by 39 | Submission Open
Keywords: detection; context-aware security; cybersecurity in smart applications; edge and fog computing security; IoT security; lightweight cryptography; privacy-preserving systems; security and privacy in cloud-edge continuum; security and resilience quantification; zero-trust architecture
Advanced Software and Machine Learning Techniques for System Architectures and Big Data submission deadline 1 Jul 2026 | Viewed by 136 | Submission Open
Keywords: machine learning; system architectures; big data; software engineering; artificial intelligence (AI); distributed systems; cloud and edge computing; anomaly detection; adaptive systems; intelligent analytics
Artificial Intelligence (AI) and Natural Language Processing (NLP)
edited by , and Yongqiang Cheng
submission deadline 20 Jul 2026 | Viewed by 93 | Submission Open
Keywords: artificial intelligence; AI; natural language processing; NLP; language models; large language model; speech processing; text processing; language processing
Large Language Models for Cutting Edge Applications in Science and Humanities
edited by
submission deadline 31 Jul 2026 | Viewed by 167 | Submission Open
Keywords: LLMs; domain-specific tasks; natural language processing; model training; language models; ethics and data transparency
Visual Media Literacy in the Age of AI-Generated Content
edited by
submission deadline 31 Aug 2026 | Viewed by 55 | Submission Open
Keywords: AI-generated images; visual misinformation; deepfakes; media literacy; algorithmic authenticity
Intelligent Integration of Sensing-Communication-Computing Continuum for Next-Generation Wireless Networks
edited by Li Zhu and
submission deadline 31 Aug 2026 | Viewed by 41 | Submission Open
Keywords: data acquisition and processing; ultra-low data communication; resource management; distributed intelligence; security and privacy
Machine Learning and Image Processing: Applications and Challenges
edited by
submission deadline 30 Sep 2026 | Submission Open
Keywords: machine learning; image processing; deep learning; medical imaging; agricultural image analysis; engineering applications; computer vision; data annotation; pattern recognition; artificial intelligence
Advances in Natural Language Processing and Text Mining: 2nd Edition
edited by and
submission deadline 31 Dec 2026 | Viewed by 56 | Submission Open
Keywords: natural language processing; text mining; deep learning; large language models; information retrieval; entity linking; relation extraction; multimodal NLP; low-resource NLP; NLP and text mining for social good
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