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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Artificial Intelligence in Digital Humanities
edited by
submission deadline 31 Jan 2025 | 3 articles | Viewed by 16567 | 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 | 5 articles | Viewed by 8538 | 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 | 2 articles | Viewed by 4547 | 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 332 | 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 5390 | 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 2471 | 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 1720 | Submission Open
Keywords: machine learning; deep learning; fault detection; anomaly detection; anomaly diagnosis; fault diagnosis; intelligent maintenance; anomaly classification
Security, Privacy, and Trust in Artificial Intelligence Applications submission deadline 23 Apr 2025 | 2 articles | Viewed by 9715 | Submission Open
Keywords: artificial intelligence; security; privacy; trust and reputation; Internet of Things; smart objects; software agents; intelligent systems
Advances in Natural Language Processing and Text Mining
edited by and
submission deadline 30 Apr 2025 | 15 articles | Viewed by 35045 | 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 | 3 articles | Viewed by 5830 | 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 , and Kit-Fai Pun
submission deadline 30 Apr 2025 | 1 articles | Viewed by 1423 | 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
Artificial Intelligence in Sustainable Reconfigurable Manufacturing Systems and Operations Management submission deadline 31 May 2025 | 1 articles | Viewed by 2147 | 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 | 3 articles | Viewed by 1913 | Submission Open
Keywords: semantic web; linked data; knowledge graph; ontology; big data; information retrieval; semantic interoperability
Advances in Intelligent Defense Systems for the Internet of Things submission deadline 31 May 2025 | 1 articles | Viewed by 1658 | Submission Open
Keywords: Internet of Things; intelligent defense systems; security
Transforming Cyber Security Provision through Utilizing Artificial Intelligence
edited by and Yang-Im Lee
submission deadline 25 Jun 2025 | 1 articles | Viewed by 1632 | 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 | 4 articles | Viewed by 5723 | Submission Open
Keywords: big data; data-driven approaches; advanced AI techniques; prescriptive approaches
Business Intelligence and Big Data in E-commerce
edited by George Stalidis and
submission deadline 30 Jun 2025 | 2 articles | Viewed by 2983 | Submission Open
Keywords: business intelligence; big data in e-commerce; marketing intelligence; consumer profiling; recommendation systems
Big Data Analytics with Machine Learning for Cyber Security
edited by , Sherif Abdelfattah and
submission deadline 30 Jun 2025 | 1 articles | Viewed by 1789 | Submission Open
Keywords: big data analytics; cybersecurity; machine learning; deep learning; IoT
Application of Cloud Computing in Industrial Internet of Things
edited by , Mujeeb Ur Rehman and
submission deadline 30 Jun 2025 | Viewed by 585 | 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
Blockchain and Cloud Computing in Big Data and Generative AI Era submission deadline 30 Jun 2025 | Viewed by 294 | Submission Open
Keywords: distributed ledger technology; cloud infrastructure optimization; massive data analytics; generative artificial intelligence; cryptographic security enhancements; scalable computational architectures
Advances and Applications of Deep Learning Methods and Image Processing submission deadline 16 Jul 2025 | 8 articles | Viewed by 21592 | Submission Open
Keywords: deep learning; image analysis; scene understanding
Machine Learning and the Renewable Energy Transition submission deadline 31 Jul 2025 | Viewed by 223 | 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 178 | 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 1879 | 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 11021 | 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 2916 | 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 79 | 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 178 | 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 118 | 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 | Viewed by 52 | Submission Open
Keywords: data cleaning; missing data; imbalanced data; weakly supervised learning; incremental learning; concept drift; lightweight model; privacy preservation
Natural Language Processing Applications in Big Data
edited by Xingyi Song, Ye Jiang and Yunfei Long
submission deadline 22 Oct 2025 | Viewed by 743 | 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 160 | 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 47 | 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 135 | 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 13837 | 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 3116 | 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 105 | Submission Open
Keywords: AI; sustainability; big data analytics; data science applications
Deep Learning-Based Pose Estimation: Applications in Vision, Robotics, and Beyond
edited by and Chaiyawan Auepanwiriyakul
submission deadline 31 Dec 2025 | Viewed by 55 | 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
Application of Deep Neural Networks
edited by Linfeng Zhang, Wanyue Xu and Jiaye Teng
submission deadline 31 Dec 2025 | Viewed by 22 | Submission Open
Keywords: deep neural networks; convolutional neural network; recurrent neural network; transformer
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