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.

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Big Data Analytics for Cultural Heritage 2nd Edition submission deadline 30 Nov 2024 | 3 articles | Viewed by 10198 | Submission Open
Keywords: data analytics; big data visualization; social media analytics; pattern detection in archives; handling of heterogeneous cultural resources; integration with linked data resources; analytics on sensor-generated and person-generated data; named entity recognition in textual and non-textual sources; identification of semantic relations; sentiment analysis; visitor type classification; user/visitor profiling; adaptation and personalization of cultural heritage experiences; context awareness in cultural heritage data; big data analytics underpinning (semi-)automated content generation (e.g.; interactive storytelling); big data analytics and computational creativity; gamification; trajectories in the physical space; ethical concerns; case studies
Computational Finance and Big Data Analytics
edited by Chuan-Ju Wang
submission deadline 30 Nov 2024 | 1 articles | Viewed by 2710 | Submission Open
Keywords: financial data analytics; computation; simulation; statistical modelling
Business Intelligence and Big Data in E-commerce
edited by George Stalidis and
submission deadline 30 Nov 2024 | 2 articles | Viewed by 2600 | Submission Open
Keywords: business intelligence; big data in e-commerce; marketing intelligence; consumer profiling; recommendation systems
Application of Deep Learning and Convolution Neural Networks for Social Healthcare
edited by , , and Ermanno Cordelli
submission deadline 30 Nov 2024 | 1 articles | Viewed by 2075 | Submission Open
Keywords: medical data mining; federated learning; trustworthy AI; multimodal learning; synthetic data; precision medicine
Advances and Applications of Deep Learning Methods and Image Processing submission deadline 31 Dec 2024 | 8 articles | Viewed by 19087 | Submission Open
Keywords: deep learning; image analysis; scene understanding
Revolutionizing Healthcare: Exploring the Latest Advances in Digital Health Technology
edited by and Steve MacFeely
submission deadline 31 Dec 2024 | 4 articles | Viewed by 16481 | Submission Open
Keywords: digital health technology; telemedicine; artificial intelligence; big data analytics; Internet of Things; wearable technology; blockchain; patient engagement; interdisciplinary research
Security, Privacy, and Trust in Artificial Intelligence Applications submission deadline 31 Dec 2024 | 2 articles | Viewed by 8467 | Submission Open
Keywords: artificial intelligence; security; privacy; trust and reputation; Internet of Things; smart objects; software agents; intelligent systems
Research on Privacy and Data Security
edited by
submission deadline 31 Dec 2024 | 3 articles | Viewed by 3778 | Submission Open
Keywords: privacy; data Security; data collection; storage; and processing; privacy-enhancing technologies; IoT; AI; machine Learning
Big Data Analytics with Machine Learning for Cyber Security
edited by , Sherif Abdelfattah and
submission deadline 31 Dec 2024 | 1 articles | Viewed by 1340 | Submission Open
Keywords: big data analytics; cybersecurity; machine learning; deep learning; IoT
Artificial Cognitive Systems for Computer Vision
edited by Liqi Yan, Jianhui Zhang and
submission deadline 31 Dec 2024 | Viewed by 625 | Submission Open
Keywords: artificial cognitive systems; computer vision; image classification
Natural Language Processing Applications in Big Data
edited by Xingyi Song, Ye Jiang and Yunfei Long
submission deadline 31 Dec 2024 | Viewed by 511 | Submission Open
Keywords: natural language processing; low-resource languages; NLP applications; interpretability; large language model; sentiment analysis
Application of Cloud Computing in Industrial Internet of Things
edited by , Mujeeb Ur Rehman and
submission deadline 31 Dec 2024 | Viewed by 480 | 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
Emerging Trends and Applications of Big Data in Robotic Systems
edited by , Mansour Assaf, Mohammad Dabbagh and Nandini Sidnal
submission deadline 31 Dec 2024 | Viewed by 312 | Submission Open
Keywords: big data; data mining; machine learning; deep learning; robotics; human– machine interaction; analytics
Unlocking Minds and Machines: Advances in Cognitive Computing and Big Data Analytics
edited by and Havana Rika
submission deadline 31 Dec 2024 | Viewed by 277 | Submission Open
Keywords: cognitive computing; big data analytics; natural language processing (NLP); facial expression recognition; human– computer interaction; emotion analysis; text analytics; intelligent systems
Artificial Intelligence in Digital Humanities
edited by
submission deadline 31 Jan 2025 | 3 articles | Viewed by 15525 | Submission Open
Keywords: artificial intelligence; digital humanities; computational archaeology; computational approaches; heritage science
Machine Learning and AI Technology for Sustainable Development
edited by , , Yuchih Wei and
submission deadline 28 Feb 2025 | 4 articles | Viewed by 5633 | 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
Research Progress in Artificial Intelligence and Social Network Analysis
edited by Yong Tang, Chaobo He and
submission deadline 28 Feb 2025 | 1 articles | Viewed by 3510 | Submission Open
Keywords: social network; data intelligence; artificial intelligence; humanistic computing; knowledge graph; academic data mining; intelligent education
Advances in System Design and IoT Based Smart City
edited by and Muhammad Mazhar Ullah Rathore
submission deadline 1 Mar 2025 | Viewed by 275 | Submission Open
Keywords: smart cities; IoT; big data analytics; machine learning; urban planning; sustainability; resilience; digital governance; healthcare; security
Machine Learning Applications and Big Data Challenges
edited by Arunkumar Bagavathi, and Atriya Sen
submission deadline 31 Mar 2025 | 3 articles | Viewed by 4325 | Submission Open
Keywords: big data; data science; machine learning; artificial intelligence
Industrial Applications of IoT and Blockchain for Sustainable Environment
edited by , Qi Liu and Amjad Ullah
submission deadline 31 Mar 2025 | 1 articles | Viewed by 2121 | Submission Open
Keywords: Internet of Things; blockchain; cyber-physical systems; cloud-edge-IoT continuum; AI and machine learning; sustainable computing; software engineering; cybersecurity
Fault Diagnosis and Detection Based on Deep Learning
edited by Pin Liu, Jianyong Zhu and
submission deadline 31 Mar 2025 | 1 articles | Viewed by 1251 | Submission Open
Keywords: machine learning; deep learning; fault detection; anomaly detection; anomaly diagnosis; fault diagnosis; intelligent maintenance; anomaly classification
Advances in Natural Language Processing and Text Mining
edited by and
submission deadline 30 Apr 2025 | 13 articles | Viewed by 28573 | 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
Perception and Detection of Intelligent Vision
edited by Hongshan Yu, Zhengeng Yang, Mingtao Feng and
submission deadline 30 Apr 2025 | 2 articles | Viewed by 4322 | Submission Open
Keywords: visual perception; deep learning; intelligent vision systems; vision cognition; unsupervised learning; large models
Industrial Data Mining and Machine Learning Applications
edited by Yung Po Tsang, and Kit-Fai Pun
submission deadline 30 Apr 2025 | 1 articles | Viewed by 1174 | Submission Open
Keywords: industry 4.0; data mining; machine learning; industrial applications; supervised learning; unsupervised learning; reinforcement learning; small and medium-sized enterprises (SMEs); industry 5.0; higher teaching; engineering education
Advances in Intelligent Defense Systems for the Internet of Things submission deadline 31 May 2025 | 1 articles | Viewed by 1346 | Submission Open
Keywords: Internet of Things; intelligent defense systems; security
Artificial Intelligence in Sustainable Reconfigurable Manufacturing Systems and Operations Management submission deadline 31 May 2025 | 1 articles | Viewed by 1345 | Submission Open
Keywords: artificial intelligence; reconfigurable manufacturing systems; sustainable production; supply chains; operations management; Industry 4.0/5.0 technologies; intelligent decision making models; data analytics; optimization
Application of Semantic Technologies in Intelligent Environment
edited by Maria Nisheva-Pavlova, Galia Angelova and
submission deadline 31 May 2025 | Viewed by 275 | Submission Open
Keywords: semantic web; linked data; knowledge graph; ontology; big data; information retrieval; semantic interoperability
Transforming Cyber Security Provision through Utilizing Artificial Intelligence
edited by and Yang-Im Lee
submission deadline 25 Jun 2025 | 1 articles | Viewed by 833 | Submission Open
Keywords: business-to-business relations; business continuity planning; business consumer interaction; chatbots; code generation; critical infrastructure; data management; ethical factors; foundation models; generative AI; language modelling; management issues; malware detection; model trading tools; neural networks; problem solving; resilience; risk management; scenario analysis; standards; threat hunting; transformers; self-supervised learning
Recent Advances in Big Data-Driven Prescriptive Analytics submission deadline 30 Jun 2025 | 3 articles | Viewed by 4350 | Submission Open
Keywords: big data; data-driven approaches; advanced AI techniques; prescriptive approaches
Blockchain and Cloud Computing in Big Data and Generative AI Era submission deadline 30 Jun 2025 | Viewed by 233 | Submission Open
Keywords: distributed ledger technology; cloud infrastructure optimization; massive data analytics; generative artificial intelligence; cryptographic security enhancements; scalable computational architectures
Machine Learning and the Renewable Energy Transition submission deadline 31 Jul 2025 | Viewed by 187 | Submission Open
Keywords: machine learning; renewable energy; energy transition; predictive maintenance; energy optimization; demand forecasting; distributed energy resources; sustainability; artificial intelligence; energy efficiency
Applications of Artificial Intelligence and Data Management in Data Analysis
edited by , Le Gruenwald, Elio Masciari and Laurent D'Orazio
submission deadline 31 Jul 2025 | Viewed by 78 | Submission Open
Keywords: artificial intelligence (AI); data management; data analysis; machine learning; data governance; predictive analytics; data quality; data visualization; data mining
Field Robotics and Artificial Intelligence (AI)
edited by and
submission deadline 20 Aug 2025 | 1 articles | Viewed by 1686 | 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 10289 | 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 | 1 articles | Viewed by 1505 | 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 43 | 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 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 147 | Submission Open
Keywords: cyber-physical systems (CPSs); Internet of Things; data-driven applications; explainable AI; self-learning adaptive systems; trustworthy machine learning; efficient learning
Application of Artificial Intelligence in Traffic Management
edited by Weihao Ma and
submission deadline 30 Sep 2025 | Viewed by 20 | Submission Open
Keywords: artificial intelligence; traffic management; maritime management; intelligent transportation systems; adaptive traffic control; traffic forecasting and optimization; ocean-going vessel
Advances in Large Language Models for Biological and Medical Applications
edited by Irene Li and Ruihai Dong
submission deadline 31 Oct 2025 | Viewed by 110 | 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 30 | 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 | Viewed by 70 | 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
Generative AI and Large Language Models submission deadline 30 Nov 2025 | 4 articles | Viewed by 9184 | 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 | 2 articles | Viewed by 2265 | 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
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