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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

edited by

and

submission deadline 30 Nov 2024 | 3 articles | Viewed by 10249 | 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 2727 | Submission Open

Keywords: financial data analytics; computation; simulation; statistical modelling

Business Intelligence and Big Data in E-commerce

edited by George Stalidis and

Dimitrios Kardaras

submission deadline 30 Nov 2024 | 2 articles | Viewed by 2635 | 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

Stefano Marrone

Paolo Soda

Francesco Flammini

and Ermanno Cordelli

submission deadline 30 Nov 2024 | 1 articles | Viewed by 2112 | 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

edited by

Robail Yasrab

and

Md Mostafa Kamal Sarker

submission deadline 31 Dec 2024 | 8 articles | Viewed by 19245 | Submission Open

Keywords: deep learning; image analysis; scene understanding

Revolutionizing Healthcare: Exploring the Latest Advances in Digital Health Technology

edited by

Hossein Hassani

and Steve MacFeely

submission deadline 31 Dec 2024 | 4 articles | Viewed by 16788 | 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

edited by

Giuseppe Maria Luigi Sarnè

submission deadline 31 Dec 2024 | 2 articles | Viewed by 8543 | 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

Hui Tian

submission deadline 31 Dec 2024 | 3 articles | Viewed by 3876 | 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

Babu Baniya

, Sherif Abdelfattah and

Deepak GC

submission deadline 31 Dec 2024 | 1 articles | Viewed by 1367 | 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

Fangli Guan

submission deadline 31 Dec 2024 | Viewed by 627 | 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 525 | 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

Muhammad Kazim

, Mujeeb Ur Rehman and

Stefan Kuhn

submission deadline 31 Dec 2024 | Viewed by 481 | 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

Praneel Chand

, Mansour Assaf, Mohammad Dabbagh and Nandini Sidnal

submission deadline 31 Dec 2024 | Viewed by 317 | 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

Dan Vilenchik

and Havana Rika

submission deadline 31 Dec 2024 | Viewed by 279 | 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

George Pavlidis

submission deadline 31 Jan 2025 | 3 articles | Viewed by 15578 | Submission Open

Keywords: artificial intelligence; digital humanities; computational archaeology; computational approaches; heritage science

Machine Learning and AI Technology for Sustainable Development

edited by

Wei-Chen Wu

Jason C. Hung

, Yuchih Wei and

Jui-hung Kao

submission deadline 28 Feb 2025 | 4 articles | Viewed by 5731 | 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

Chengzhou Fu

submission deadline 28 Feb 2025 | 1 articles | Viewed by 3535 | 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

Syed Attique Shah

and Muhammad Mazhar Ullah Rathore

submission deadline 1 Mar 2025 | Viewed by 277 | 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,

Tao Hu

and Atriya Sen

submission deadline 31 Mar 2025 | 3 articles | Viewed by 4402 | Submission Open

Keywords: big data; data science; machine learning; artificial intelligence

Industrial Applications of IoT and Blockchain for Sustainable Environment

edited by

Xiaodong Liu

, Qi Liu and Amjad Ullah

submission deadline 31 Mar 2025 | 1 articles | Viewed by 2141 | 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

Alfredo Cuzzocrea

submission deadline 31 Mar 2025 | 1 articles | Viewed by 1288 | 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

Zuchao Li

and

Min Peng

submission deadline 30 Apr 2025 | 14 articles | Viewed by 29221 | 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

Qieshi Zhang

submission deadline 30 Apr 2025 | 2 articles | Viewed by 4386 | 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,

C. H. Wu

and Kit-Fai Pun

submission deadline 30 Apr 2025 | 1 articles | Viewed by 1189 | 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

edited by

Hamed Gholami

and

Jose Arturo Garza-Reyes

submission deadline 31 May 2025 | 1 articles | Viewed by 1383 | 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

Advances in Intelligent Defense Systems for the Internet of Things

edited by

and

submission deadline 31 May 2025 | 1 articles | Viewed by 1365 | Submission Open

Keywords: Internet of Things; intelligent defense systems; security

Application of Semantic Technologies in Intelligent Environment

edited by Maria Nisheva-Pavlova, Galia Angelova and

Moulay A. Akhloufi

submission deadline 31 May 2025 | Viewed by 279 | 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

Peter R. J. Trim

and Yang-Im Lee

submission deadline 25 Jun 2025 | 1 articles | Viewed by 912 | 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

edited by

Sadok Ben Yahia

Amnir Hadachi

and

Jenq-Shiou Leu

submission deadline 30 Jun 2025 | 3 articles | Viewed by 4419 | Submission Open

Keywords: big data; data-driven approaches; advanced AI techniques; prescriptive approaches

Blockchain and Cloud Computing in Big Data and Generative AI Era

edited by

Syed Muslim Jameel

and

Carson K. Leung

submission deadline 30 Jun 2025 | Viewed by 237 | 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

edited by

and

submission deadline 31 Jul 2025 | Viewed by 190 | 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

Jorge Bernardino

, Le Gruenwald, Elio Masciari and Laurent D'Orazio

submission deadline 31 Jul 2025 | Viewed by 82 | 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

Robert Ross

and

Alex Stumpf

submission deadline 20 Aug 2025 | 1 articles | Viewed by 1694 | Submission Open

Keywords: field robotics; robotic systems; sensing; vision; AI

Semantic Web Technology and Recommender Systems 2nd Edition

edited by

Konstantinos Kotis

and

Dimitris Spiliotopoulos

submission deadline 31 Aug 2025 | 2 articles | Viewed by 10332 | 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,

Xiaoyan Wang

Xiucai Ye

and Na Zhao

submission deadline 31 Aug 2025 | 2 articles | Viewed by 1883 | Submission Open

Keywords: machine learning; cybersecurity; data science; artificial intelligence

Energy Conservation Towards a Low-Carbon and Sustainability Future

edited by

Yongming Han

and Xuan Hu

submission deadline 25 Sep 2025 | Viewed by 44 | 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 152 | 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

Dongfang Ma

submission deadline 30 Sep 2025 | Viewed by 29 | 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 111 | 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 33 | 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

Cristian Randieri

, Giuseppe Tradigo,

Riccardo Pecori

and Jakub Mieczkowski

submission deadline 1 Nov 2025 | Viewed by 75 | 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

edited by

Fabrizio Marozzo

and

Riccardo Cantini

submission deadline 30 Nov 2025 | 4 articles | Viewed by 9507 | 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,

Edlira Kalemi Vakaj

and

Mohamed Medhat Gaber

submission deadline 30 Nov 2025 | 2 articles | Viewed by 2357 | 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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