Special Issues

Big Data and Cognitive Computing runs special issues to create collections of papers on specific topics. The aim is to build 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 in the subject and oversee the editorial process for papers. Papers published in a Special Issue will be collected together on a dedicated page of the journal website. For any inquiries related to a Special Issue, please contact the Editorial Office.

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Computational Intelligence: Spiking Neural Networks
edited by and Shirin Dora
submission deadline 31 Dec 2021 | 1 articles
Keywords: bio-inspired learning; deep spiking neural networks; edge-computing; interpretability; robotics
Advanced Machine Learning and Data Mining: A New Frontier in Artificial Intelligence Research
edited by Nigel Houlden and
submission deadline 31 Dec 2021 | 1 articles
Keywords: AI; big data; machine learning; future technologies; ethics
Data, Structure, and Information in Artificial Intelligence
edited by
submission deadline 31 Dec 2021
Keywords: Global information theory; Artificial intelligence; Self-managing automata; Autopoietic machines; Information processing; Information systems; Big data; Data analysis; Structures and categories; Information science; Machine learning for testing; Machine learning for diagnostics; Machine learning; Deep learning; Robotics; Impact on internet of things; Impact on information technologies
Big Data Analytics for Social Services
edited by Sunil Choenni and Mortaza S. Bargh
submission deadline 31 Dec 2021 | 2 articles
Keywords: accountability; big data; data analytics; data mining; fairness; explainability; machine learning; privacy (and security) by design; platforms; risk management; tools; transparency
Knowledge Modelling and Learning through Cognitive Networks submission deadline 31 Dec 2021 | 8 articles
Keywords: Cognitive network science; Machine learning and networks; Complex systems models for cognitive processing or learning; Complex networks and knowledge models; Complex networks and learning; Knowledge extraction; Network representations of semantic; syntactic; and phonological knowledge; Creativity; Curiosity; Personality traits and knowledge; Social learning and evolution; Knowledge evolution; Quantitative models; Transdisciplinary approaches to knowledge quantification; Memory; perception and learning; Language networks; Stance detection; Discourse analysis in social media; Knowledge representation in texts and social media; Content diffusion and learning in online networked systems; Multiplex and multilayer networks
Artificial Intelligence for Trustworthy Industrial Internet of Things
edited by Mohamed Eldefrawy and Mahmoud Eldefrawy
submission deadline 31 Dec 2021 | 2 articles
Keywords: Industrial Internet of Things; IIoT security and privacy; Artificial Intelligence; machine learning; deep learning; intrusion detection and prevention; hardware security
Machine Learning and Data Analysis for Image Processing
edited by and Mustapha Kardouchi
submission deadline 31 Dec 2021 | 3 articles
Keywords: machine learning; deep learning; data analysis; big data analytics; image processing: detection; recognition; classification; computer vision; face recognition; robot vision; medical imaging; defense and security; remote sensing; nondestructive testing and evaluation (NDT/E.); single or multiple modalities: visible spectrum; 3D; infrared; THz; X-ray; etc.; multispectral and hyperspectral imaging; data fusion
Internet of Things (IoT) and Ambient Intelligence submission deadline 10 Jan 2022 | 2 articles
Keywords: Internet of Things; ambient intelligence; smart home; industrial internet of things; smart city; smart earth; smart objects
Big Data Analytics and Cloud Data Management
edited by Verena Kantere
submission deadline 15 Jan 2022 | 2 articles
Keywords: Data visualization; Multi-engine systems; Approximate query answering; Data analytics; Edge and fog computing; Hybrid clouds; Heterogeneous data stores; Big data stream management; Multi-dimensional data; Data services; Data pricing; Data privacy
Big Music Data
edited by , Dimos Makris and
submission deadline 31 Jan 2022
Keywords: music information research; big data; data growth; big data tools; data security; data integration
Smart Communication Systems and Networks for Big Data
edited by , Andreas Ahrens and Nisrine Ibadah
submission deadline 31 Jan 2022
Keywords: big data; wireless communications; big data applications; communication infrastructures; networks; security; ubiquity; protocols; global coverage
Distributed Applications and Services for Future Internet
edited by Ella Pereira, Rubem Pereira and Geyong Min
submission deadline 31 Jan 2022
Keywords: Distributed application architectures and supporting middleware; Distributed intelligence; Cloud/fog/edge computing— architectures and services; AI as a service; Distributed resource provision and management; Distributed computation for ML applications; IoT data processing in cloud/fog/edge; Software tools; platforms and frameworks for distributed data analytics; IoT applications; QoS and performance evaluation; Networking and communication protocols for distributed applications and services; Application and services for smart cities; healthcare and industry 4.0
Machine Learning and Artificial Intelligence for Health Applications on Social Networks
edited by Carmela Comito
submission deadline 1 Feb 2022
Keywords: Personal health virtual assistant; Early disease diagnosis and treatment prediction; Clinical decision support in disease diagnosis and treatment; Analysis and interpretation of radiology images; Application of deep learning methods to health data; Spatio-temporal prediction of pandemics; Modeling the health status and well-being of individuals; Real-time syndromic surveillance and early detection of emerging disease; Drug adversial reaction; Drug abuse and alcoholism incidence monitoring; Medical imaging analysis and diagnosis assistance; mHealth; eHealth; and Wearable Health; Blockchain for healthcare; Social media data analyses and mining for public health; Novel methods and frameworks for mining and integrating big health data; Semantics and interoperability for healthcare data; Clinical natural language processing and text mining; Predictive modelling for diagnosis and treatment; Data privacy and security for healthcare data; Medical fraud detection; Data analytics for pervasive computing for medical care
Machine and Deep Learning in Computer Vision Applications
edited by Álvaro Rodríguez Tajes and Alberto José Alvarellos González
submission deadline 15 Feb 2022 | 1 articles
Keywords: machine learning; deep learning; data analysis; big data analytics; image processing: detection; recognition; classification; tracking; computer vision; robot vision; medical imaging; civil engineering; inspection; intelligent manufacturing; remote sensing; nondestructive testing and evaluation (NDT/E.); single or multiple modalities: visible spectrum; 3D; infrared; THz; X-ray; etc.; multispectral and hyperspectral imaging; data fusion; optics
Machine Learning Techniques on Biometrics and IoT Applications submission deadline 16 Feb 2022
Keywords: machine learning; biometrics; biometric application; internet of things; data mining; supervised learning; unsupervised learning; clustering
Cyber Security in Big Data Era
edited by Fabrizio Baiardi, Hisham Kholidy and Ali Tekeoglu
submission deadline 10 Mar 2022
Keywords: architecture and infrastructure for data collection; architecture and infrastructure for system monitoring and intrusion detection; data analysis and fusion methodologies for intrusion and anomaly detection; distributed ledger and anomaly detection; AI techniques for anomaly and intrusion detection; AI technique for alert correlation
Big Data and Cognitive Computing: 5th Anniversary Feature Papers
edited by
submission deadline 31 Mar 2022 | 4 articles
Keywords: cognitive computing; big data analytics; IoT; cognitive robotics; machine learning; deep learning; artificial intelligence; 5G/6G networks; edge intelligence
Cognitive and Physiological Assessments in Human-Computer Interaction
edited by and Thomas Kosch
submission deadline 31 Mar 2022
Keywords: Intelligent and context-aware user interfaces in HCI; HCI in smart and AI-based systems; Physiological sensing and perceptual integration; Eye tracking; Brain sensing; Brain– computer interfaces; Ubiquitous computing and implicit interaction; Mobile and wearable devices; Accessibility in HCI; Learning and education in HCI; User experience and usability evaluation; Cognitive and physical user augmentation; Visual and haptic displays; Interfaces/Perception/Presence in VR/AR/MX Medicine; healthcare; and wellbeing with HCI; Human behavior sensing; Gesture interfaces; Privacy; security; social; and ethical aspects; Games and entertainment in HCI; Smart products and IoT
Interactive Visual Analytics and Explainable AI for Big Data
edited by Rafael M. Martins and
submission deadline 15 Apr 2022
Keywords: visual analytics; interaction; human– computer interaction; explainable AI; big data; exploratory visual analysis
Multimedia Systems for Multimedia Big Data
edited by Michael Alexander Riegler and Pål Halvorsen
submission deadline 30 Apr 2022 | 4 articles
Keywords: Multimedia; Information retrieval; Multimedia data analysis; Artificial intelligence; Multimedia applications; Multimedia pipelines; Multimedia performance; Multimedia processing; Multimedia systems
Advanced Data Mining Techniques for IoT and Big Data
edited by Elisa Quintarelli and
submission deadline 20 May 2022 | 3 articles
Keywords: Big data; clouds; and Internet of Things (IoT); Cloud services and applications; Data mining for IoT Pattern mining; Service discovery process; Web service recommendations; Web mining; Predictive analysis; Data analytics; Machine learning
Big Data and Internet of Things submission deadline 31 May 2022 | 1 articles
Keywords: Big Data fundamentals – services computing; techniques; recommendations; and frameworks; Modeling; experiments; sharing technologies; and platforms; SQL/NoSQL databases; data processing techniques; visualization; and modern technologies; Analytics; intelligence; and knowledge engineering; Data center-enabled technologies; Sensor; wireless technologies; and APIs; Networking and social networks; Data management for large data; Security; privacy; and risk; Software frameworks (MapReduce; Spark; etc.) and simulations; Modern architecture Volume; velocity; variety; veracity; and value; Social science and implications for Big Data; Big Data as a service (BDaaS) including frameworks; empirical approaches; and data; Sensor networks; remote diagnosis; and development; Transportation management; Pattern recognition and behavioral investigations for vehicles; green systems; and smart city; 3D printing; Artificial intelligence; Biotechnology; Communication; Data Processing; Electronic technologies for in-vehicle; Internet of things; Mode-to-mode systems; Nanotechnology; Sensors; Transport safety and mobility; Vehicle-to-infrastructure; Vehicle-to-vehicle
Virtual Reality, Augmented Reality, and Human-Computer Interaction
edited by Achim Ebert, Peter Dannenmann and Gerrit van der Veer
submission deadline 31 May 2022 | 2 articles
Keywords: Virtual Reality; Augmented Reality; Mixed Reality; Extended/Cross-Reality; Interactive visualization; Intuitive interaction; Real-Time interaction; Input and output modalities; Sound and haptics; XR hardware development; Collaborative environments; Scalability (e.g.; usage on different devices); Experience aspects; Measuring usability in XR; Cognition and cognitive overload; Application environments
Semantic Web Technology and Recommender Systems submission deadline 30 Jun 2022 | 4 articles
Keywords: semantic web; semantics; recommender system; recommendation method; big data analytics; sentiment analysis; social web
Graph-Based Data Mining and Social Network Analysis
edited by and Giancarlo Sperlì
submission deadline 31 Jul 2022
Keywords: graph machine learning; social network analysis; graph data mining; graph-powered machine learning; graph learning
Data Science in Health Care submission deadline 8 Aug 2022 | 1 articles
Keywords: data mining; machine learning; big data; artificial intelligence; medicine; health care; medical informatics; clinical data science
Sustainable Big Data Analytics and Machine Learning Technologies
edited by
submission deadline 31 Aug 2022
Keywords: big data analytics; data mining; federated machine learning; deep learning; artificial intelligence; distributed computing; sustainable technology; energy efficiency
Big Data Analytics for Cultural Heritage
edited by Manolis Wallace, Vassilis Poulopoulos, and
submission deadline 30 Sep 2022 | 8 articles
Keywords: Relevant topics include any aspect of big data analytics; as long as it is applied or aimed at the cultural heritage domain. Indicative topics include (but are not restricted to) the following: 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
Machine Learning for Dependable Edge Computing Systems and Services
edited by , Zhenyu Wen, Xu Wang, Prosanta Gope and Bin Shi
submission deadline 30 Sep 2022
Keywords: machine learning; deep learning; edge computing; dependability; security and privacy; fault-tolerance; anomaly detection; anomaly diagnosis; access control; federated learning; reinforcement learning
Information Security and Cyber Intelligence
edited by Csilla Farkas
submission deadline 27 Oct 2022 | 1 articles
Keywords: security; privacy; anonymity; adversarial machine learning; risk assessment; security models and techniques
Artificial Intelligence for Sustainability Development
edited by Raghvendra Kumar and Ishaani Priyadarshini
submission deadline 31 Oct 2022
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