Special Issues

Computers 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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Intrusion Detection and Trust Provisioning in Edge-of-Things Environment
edited by Hooman Alavizadeh and Ahmad Salehi Shahraki
submission deadline 20 May 2026 | 7 articles | Viewed by 53402 | Submission Open
Keywords: AI-based intrusion detection; Edge-of-Things computing; Internet of Things (IoT); cloud computing; real-time monitoring; security modelling and analysis; trust provisioning; threat modelling and situation awareness; privacy-preserving techniques; deep learning-based IDS for EoT
(This special issue belongs to the Section ICT Infrastructures for Cybersecurity)
Explainable Artificial Intelligence for Signal Processing and Recognition submission deadline 20 May 2026 | Viewed by 458 | Submission Open
Keywords: trustworthy AI; explainable AI (XAI); biomedical signal processing; telecommunication signals; signal integrity; ethical AI; AI security; image processing; brain– computer interface; wireless health monitoring; deep learning; machine learning
(This special issue belongs to the Section AI-Driven Innovations)
Wearable Computing and Activity Recognition
edited by Yang Gao and Yincheng Jin
submission deadline 31 May 2026 | 6 articles | Viewed by 21014 | Submission Open
Keywords: sensor design and integration; activity recognition algorithms; data processing and analysis; applications in healthcare; user interfaces and interaction techniques for wearable devices; data privacy and security in wearable devices; sports and fitness; integration of llms with wearable devices for enhanced activity recognition; conversational agents and virtual assistants in wearables; multimodal data fusion with llms for improved activity recognition; lifelong/continual human activity learning; adaptation and generalization
(This special issue belongs to the Section AI-Driven Innovations)
AI in Action: Innovations and Breakthroughs
edited by
submission deadline 31 May 2026 | 4 articles | Viewed by 5169 | Submission Open
Keywords: artificial intelligence; generative AI; healthcare AI; explainable AI; AI for science
(This special issue belongs to the Section AI-Driven Innovations)
Mobile Fog and Edge Computing
edited by
submission deadline 31 May 2026 | 5 articles | Viewed by 4647 | Submission Open
Keywords: mobile fog and edge computing; mobile AI paradigm; next-generation IoT; mobile autonomous collaborative; 5G/6G mobile computing
Advances in Failure Detection and Diagnostic Strategies: Enhancing Reliability and Safety
edited by
submission deadline 31 May 2026 | 3 articles | Viewed by 3847 | Submission Open
Keywords: incipient failure detection; diagnostic strategies; reliability engineering; anomaly detection; condition monitoring; prognostics and health management (PHM); reliability enhancement; data-driven maintenance; AI and IoT; digital twins
Generative AI in Medicine: Emerging Applications, Challenges, and Future Directions
edited by Atsushi Teramoto
submission deadline 31 May 2026 | 3 articles | Viewed by 3243 | Submission Open
Keywords: generative AI; medical image synthesis; diffusion models; report generation; large language models (LLMs); clinical applications; deep learning; explainability; AI ethics in healthcare
(This special issue belongs to the Section AI-Driven Innovations)
High-Performance Computing (HPC) and Computer Architecture
edited by Taskin Kocak and Ron (Rongyu) Lin
submission deadline 31 May 2026 | 2 articles | Viewed by 2222 | Submission Open
Keywords: high-performance and parallel computing; computer architecture; supercomputing and cluster systems; multi-core and GPU computing; performance optimization and workload management; energy efficiency and scalability; cloud computing and data centers; hardware acceleration; AI-HPC systems and infrastructures; hybrid quantum– AI computing
Machine and Deep Learning in the Health Domain (3rd Edition) submission deadline 20 Jun 2026 | 6 articles | Viewed by 5036 | Submission Open
Keywords: machine learning; deep learning; medicine; health; disease diagnosis; disease prognostication; treatment effectiveness; electronic medical records; medical informatics
(This special issue belongs to the Section AI-Driven Innovations)
Edge and Fog Computing for Internet of Things Systems (3rd Edition) submission deadline 20 Jun 2026 | 2 articles | Viewed by 1135 | Submission Open
Keywords: edge computing; fog computing; IoT; computational offloading; orchestration; distributed computing
(This special issue belongs to the Section Internet of Things (IoT) and Industrial IoT)
Intelligent Edge: When AI Meets Edge Computing
edited by Riduan Abid
submission deadline 30 Jun 2026 | 9 articles | Viewed by 27681 | Submission Open
Keywords: edge computing; intelligent edge; edge security; edge applications
(This special issue belongs to the Section Cloud Continuum and Enabled Applications)
Recent Advances in Computer-Assisted Learning (2nd Edition)
edited by
submission deadline 30 Jun 2026 | 9 articles | Viewed by 19637 | Submission Open
Keywords: e-learning; learning analytics; artificial intelligence; pedagogy design; learning management systems; online education; gamification; large language models; software engineering
(This special issue belongs to the Section AI-Driven Innovations)
AI for Humans and Humans for AI (AI4HnH4AI)
edited by and Deepak Puthal
submission deadline 30 Jun 2026 | 4 articles | Viewed by 12289 | Submission Open
Keywords: AI; innovation; learning; influence; humans
(This special issue belongs to the Section AI-Driven Innovations)
Advances in Game-Based Learning, Gamification in Education and Serious Games submission deadline 30 Jun 2026 | 11 articles | Viewed by 9960 | Submission Open
Keywords: game-based learning; gamification; serious games; educational games
(This special issue belongs to the Section Human–Computer Interactions)
Revolutionizing Industries: The Impact of Blockchain Technology submission deadline 30 Jun 2026 | 3 articles | Viewed by 5896 | Submission Open
Keywords: blockchain innovation; industry transformation; distributed ledger technology (DLT); smart contracts; decentralization; financial services; supply chain management; digital identity; FinTech; crypto assets; data security; Industry 4.0; cryptocurrency; regulatory challenges; trust and transparency; blockchain adoption
(This special issue belongs to the Section Blockchain Infrastructures and Enabled Applications)
Innovative Research in Human–Computer Interactions submission deadline 30 Jun 2026 | 5 articles | Viewed by 4784 | Submission Open
Keywords: human-artificial intelligence (Human-AI) interaction & human-machine interfaces; ubiquitous & Pervasive Computing; augmented Reality (AR) & Virtual Reality (VR); brain Computer Interfaces (BCI) & Neurotechnology; tangible & embodied interfaces; bio-sensing & wearable technology; robotics & human-robot interaction; ethics; trust; safety and privacy in emerging technology interfaces; borderless & Sociocultural Research in HCI; future-Focused Research in HCI
(This special issue belongs to the Section Human–Computer Interactions)
Wireless Sensor Networks in IoT
edited by , Jinxin Li and Tiaojie Xiao
submission deadline 30 Jun 2026 | 4 articles | Viewed by 4622 | Submission Open
Keywords: wireless sensor networks (WSNs); internet of things (IoT); artificial indigence (AI); real-time data processing; sensing and imaging; integrated sensing and communication; network optimization; edge and fog computing; time-sensitive networking; security and privacy
(This special issue belongs to the Section Internet of Things (IoT) and Industrial IoT)
AI-Powered IoT (AIoT) Systems: Advancements in Security, Sustainability, and Intelligence
edited by
submission deadline 30 Jun 2026 | 2 articles | Viewed by 1637 | Submission Open
Keywords: AIoT; internet of things; artificial intelligence; edge computing; federated learning; responsible AI; explainable AI; smart systems; cybersecurity; privacy preservation; deep learning; generative AI; edge– cloud collaboration; ethical AI
(This special issue belongs to the Section Internet of Things (IoT) and Industrial IoT)
Innovative Computer Vision Solutions for Medical Image Analysis
edited by
submission deadline 30 Jun 2026 | Viewed by 567 | Submission Open
Keywords: medical image analysis; computer vision; generalizability; interpretability; class imbalance; image generation; feature fusion
(This special issue belongs to the Section AI-Driven Innovations)
Mobile Cloud Computing 2026
edited by Wenyun Dai and
submission deadline 30 Jul 2026 | Viewed by 417 | Submission Open
Keywords: edge computing; fog computing; AI; machine learning; deep learning; 5G/6G networks; enhanced security and privacy; green computing; serverless computing; quantum computing; financial operations; mobile cloud computing; cloud offloading; resource allocation; mobile services; computation offloading; energy efficiency; latency reduction; serverless computing (FaaS); containerization (e.g.; docker; kubernetes); microservices architecture; virtualization; network slicing; software-defined networking (SDN); network function virtualization (NFV); Internet of Things (IoT); cyber-foraging; AI-driven resource management; distributed machine learning; federated learning; deep learning at the edge; task scheduling; smart cities; autonomous vehicles; augmented reality (AR)/virtual reality (VR); security and privacy; blockchain; digital twins; QoS (quality of service); QoE (quality of experience)
(This special issue belongs to the Section Internet of Things (IoT) and Industrial IoT)
Generative Artificial Intelligence and Machine Learning in Industrial Processes and Manufacturing
edited by
submission deadline 31 Jul 2026 | 6 articles | Viewed by 29068 | Submission Open
Keywords: generative AI; supply chain; digital twins; construction; cloud-based manufacturing; prototyping; regulatory technologies; Industry 5.0
(This special issue belongs to the Section AI-Driven Innovations)
STEAM Literacy and Computational Thinking in the Digital Era submission deadline 31 Jul 2026 | 7 articles | Viewed by 15163 | Submission Open
Keywords: digital literacy; computational thinking; STE(A)M education; generation Z; educational technologies; artificial intelligence in education; educational robotics; gamification; virtual and augmented reality; unplugged educational practices; mobile learning
Deep Learning and Explainable Artificial Intelligence (2nd Edition)
edited by
submission deadline 31 Jul 2026 | 5 articles | Viewed by 3849 | Submission Open
Keywords: model interpretability; model explainability; transparency in AI; trustworthy AI; human-in-the-loop AI; human/decision maker accountability; algorithmic accountability; AI ethics; causality/causal inference; fairness; accountability; and transparency (FAT/ML); responsible AI
(This special issue belongs to the Section AI-Driven Innovations)
Harnessing the Blockchain Technology in Unveiling Futuristic Applications (2nd Edition)
edited by
submission deadline 31 Jul 2026 | 2 articles | Viewed by 2016 | Submission Open
Keywords: blockchain technology; smart contracts; smart city; decentralized application; World Wide Web 3
(This special issue belongs to the Section Blockchain Infrastructures and Enabled Applications)
Privacy and Security for Cyber–Physical Systems (CPS)
edited by Tahmid Rashid
submission deadline 31 Jul 2026 | Viewed by 206 | Submission Open
Keywords: cyber– physical systems; cps security; cps privacy; secure control systems; privacy-preserving CPS; intrusion detection; edge and IoT security; trustworthy systems; resilient CPS
(This special issue belongs to the Section ICT Infrastructures for Cybersecurity)
Advanced Cryptographic Techniques for Digital Watermarking, Encryption, and Steganography
edited by and
submission deadline 1 Aug 2026 | 3 articles | Viewed by 1969 | Submission Open
Keywords: digital watermarking; cryptography; information hiding; steganography; multimedia security; image and video encryption; chaos-based security; robustness and attack analysis; secure data transmission; intelligent security systems
(This special issue belongs to the Section ICT Infrastructures for Cybersecurity)
AI in Complex Engineering Systems submission deadline 30 Aug 2026 | 4 articles | Viewed by 12065 | Submission Open
Keywords: artificial intelligence; engineering data analytics; engineering systems; fault detection and isolation; industrial automation; performance modeling; predictive maintenance; process optimization; sensor fusion; smart manufacturing
(This special issue belongs to the Section AI-Driven Innovations)
Recent Advances in Social Networks and Social Media (2nd Edition)
edited by Hovhannes Harutyunyan
submission deadline 30 Aug 2026 | 4 articles | Viewed by 2727 | Submission Open
Keywords: network formation; social networks; network experiments; local interaction games; non-cooperative games; real-world complex network analysis; pattern analysis in social networks; temporal networks; information diffusion models; reputation and trust in social media; social influence; recommendation; and media
Intelligence for Complex Data: From Retrieval and Understanding to Decision-Making
edited by
submission deadline 30 Aug 2026 | 1 articles | Viewed by 813 | Submission Open
Keywords: information retrieval; semantic understanding; representation learning; knowledge extraction; reasoning and inference; decision support systems; multimodal data analytics; explainable artificial intelligence (XAI); retrieval-augmented generation (RAG); complex data intelligence
(This special issue belongs to the Section AI-Driven Innovations)
Convergence of Blockchain and AIoT: Secure and Intelligent Systems
edited by
submission deadline 30 Aug 2026 | Viewed by 314 | Submission Open
Keywords: blockchain; artificial intelligence (AI); decentralized AI; artificial intelligence of things (AIoT); smart contracts; decentralized systems; autonomous agents; security; data privacy; transparency; internet of things (IoT); supply chain; healthcare; decentralized finance (DeFi); predictive analytics; blockchain-AIoT convergence
(This special issue belongs to the Section AI-Driven Innovations)
Cyber Security and Privacy in IoT Era
edited by Mujeeb Ahmed
submission deadline 31 Aug 2026 | 10 articles | Viewed by 47860 | Submission Open
Keywords: Internet of Things (IoT); cyber security; privacy protection; IoT vulnerabilities; data security; privacy-preserving techniques; authentication protocols; intrusion detection systems; blockchain in IoT; secure data transmission; access control mechanisms
(This special issue belongs to the Section ICT Infrastructures for Cybersecurity)
Using New Technologies in Cyber Security Solutions (3rd Edition)
edited by , Helge Janicke, Alexios Lekidis and
submission deadline 31 Aug 2026 | 6 articles | Viewed by 7298 | Submission Open
Keywords: LLM cybersecurity solutions; post-quantum crypto; deepfake attacks; metaverse cybersecurity
(This special issue belongs to the Section ICT Infrastructures for Cybersecurity)
Shaping the Future of Green Networking: Integrated Approaches of Joint Intelligence, Communication, Sensing, and Resilience for 6G
edited by , and Weijie Yuan
submission deadline 31 Aug 2026 | 2 articles | Viewed by 3636 | Submission Open
Keywords: green networking; joint intelligence; software-defined networking; digital twin technology; energy-efficient communication; sensing and communication integration; energy-aware scheduling; power control in communication networks; resilient network design; smart city communication; wireless sensor network sustainability; energy harvesting in networks; energy-efficient traffic management; network performance optimization; network resilience and robustness; low-power communication protocols
(This special issue belongs to the Section Cloud Continuum and Enabled Applications)
Emerging Trends and Challenges in Software-Defined Networking (SDN) and Artificial Intelligence-Driven Networking—2nd Edition
edited by Kannan Govindarajan
submission deadline 31 Aug 2026 | 1 articles | Viewed by 3336 | Submission Open
Keywords: software-defined networking; artificial intelligence; machine learning; AI-driven networking; mobile networks; 5G and 6G; big data analytics; mobile edge computing; energy efficiency; security and privacy; blockchain; network resource allocation; internet of things; cloud computing; network function virtualization; software-defined wide-area network
(This special issue belongs to the Section Cloud Continuum and Enabled Applications)
Machine Learning and Statistical Learning with Applications (2nd Edition)
edited by
submission deadline 31 Aug 2026 | 3 articles | Viewed by 2907 | Submission Open
Keywords: machine learning applications; statistical learning; deep learning; supervised learning; unsupervised learning; reinforcement learning; feature learning; hybrid machine learning approaches
(This special issue belongs to the Section AI-Driven Innovations)
IoT: Security, Privacy and Best Practices (3rd Edition)
edited by and Abdullah Al Hayajneh
submission deadline 31 Aug 2026 | Viewed by 290 | Submission Open
Keywords: IoT security; IoT privacy; perimeter defense; IoT vulnerabilities; innovative security solutions
(This special issue belongs to the Section Internet of Things (IoT) and Industrial IoT)
Artificial Intelligence (AI) in Medical Informatics
edited by
submission deadline 30 Sep 2026 | 6 articles | Viewed by 2983 | Submission Open
Keywords: Artificial Intelligence (AI); medical informatics; brain– computer interfaces; machine learning; deep learning; clinical decision support systems; medical data analytics; Electronic Health Records (EHRs); medical image analysis; Natural Language Processing (NLP); predictive modeling in healthcare; precision and personalized medicine; healthcare data mining; wearable and sensor data; brain signal analysis; explainable AI in healthcare; EEG decoding; ethics and trustworthy AI
(This special issue belongs to the Section AI-Driven Innovations)
Computational Advances in Artificial Intelligence and Game Science for Education submission deadline 30 Sep 2026 | Viewed by 676 | Submission Open
Keywords: artificial intelligence; education; serious games; immersive simulations; STEM
(This special issue belongs to the Section AI-Driven Innovations)
Advancing Software Engineering with Artificial Intelligence submission deadline 30 Sep 2026 | 1 articles | Viewed by 663 | Submission Open
Keywords: artificial intelligence (AI); software engineer; software AI; AI systems
(This special issue belongs to the Section AI-Driven Innovations)
Next-Generation Cyber Defense: AI, Automation and Adaptive Security
edited by Yang Yu
submission deadline 30 Sep 2026 | 1 articles | Viewed by 495 | Submission Open
Keywords: cybersecurity/cyber defense; artificial intelligence (AI) in security; machine learning for security; threat detection/anomaly detection; explainable AI for security; LLM-augmented security operations (SOC analytics; triage; decision support); self-healing systems/resilient security architectures; zero-trust security/behavioral analytics; explainable AI for security; privacy-preserving security analytics
(This special issue belongs to the Section ICT Infrastructures for Cybersecurity)
AI/ML-Driven Intrusion Detection Systems for the Internet of Things: Techniques, Challenges, and Future Directions
edited by and Prashant Pillai
submission deadline 30 Sep 2026 | Viewed by 353 | Submission Open
Keywords: IoT security; intrusion detection systems; AI-based intrusion detection; machine learning; anomaly detection; lightweight IDS; real-time monitoring; edge computing; big data analytics; explainable AI; scalable security solutions; threat detection
(This special issue belongs to the Section Internet of Things (IoT) and Industrial IoT)
Advances in Multimodal Learning and Representation
edited by Bocheng Ren and
submission deadline 30 Sep 2026 | Viewed by 233 | Submission Open
Keywords: multimodal learning; multimodal representation/cross-modal representation; multimodal fusion/multimodal integration; multimodal understanding; multimodal large language models (MLLMs); vision-language models; cross-modal retrieval; generalization/zero-shot learning/few-shot learning; multimodal transformer
(This special issue belongs to the Section AI-Driven Innovations)
Trustworthy and Uncertainty-Aware Machine Learning for Large-Scale Data
edited by Meng Yang
submission deadline 30 Sep 2026 | Viewed by 142 | Submission Open
Keywords: trustworthy machine learning; uncertainty-aware learning; conformal prediction; distribution-free inference; uncertainty quantification; reliable artificial intelligence; robust machine learning; model calibration; explainable AI; interpretable machine learning; big data analytics; large-scale data mining; learning under distribution shift; decision-making under uncertainty
(This special issue belongs to the Section AI-Driven Innovations)
Advanced Human–Robot Interaction 2026
edited by and Wenhai Li
submission deadline 30 Oct 2026 | 3 articles | Viewed by 8915 | Submission Open
Keywords: human– robot interaction systems; artificial intelligence in robotics; collaborative robotics in industry; digital twins for manufacturing; Industry 4.0 and 5.0
(This special issue belongs to the Section Human–Computer Interactions)
Machine Learning: Techniques, Industry Applications, Code Sharing, and Future Trends submission deadline 31 Oct 2026 | 9 articles | Viewed by 17300 | Submission Open
Keywords: open-source machine learning; reproducible research; code sharing in AI; machine learning frameworks; publicly available datasets; transparent machine learning; benchmarking in machine learning; collaborative machine learning; open science in AI; code-based research validation; machine learning algorithms with codes; open repositories in ML; GitHub for machine learning; computational experiment reproducibility; best practices in code sharing
(This special issue belongs to the Section AI-Driven Innovations)
Intelligent Educational Technologies: Core Architectures, Algorithms, and Evidence-Based Systems submission deadline 31 Oct 2026 | 2 articles | Viewed by 2858 | Submission Open
Keywords: AI system architectures; learning analytics pipelines; adaptive algorithms; generative AI in education; educational data mining; XAI for pedagogy; MLOps in EdTech; federated learning; API interoperability; NLP for tutoring systems; algorithmic bias mitigation; cloud-based AI services
(This special issue belongs to the Section AI-Driven Innovations)
AI Applications for Smart Grid Energy Management and Industrial Electrical Systems submission deadline 31 Oct 2026 | 2 articles | Viewed by 2459 | Submission Open
Keywords: artificial intelligence; computational intelligence; electrical systems; fault diagnosis; smart grids; signal processing; power quality; electrical control; renewable energy systems; transactive energy; optimization techniques; machine learning; deep learning; bio-inspired computation; Internet of Things (IoT); edge computing; digital twins; embedded systems
(This special issue belongs to the Section AI-Driven Innovations)
Present and Future of E-Learning Technologies (3rd Edition) submission deadline 31 Oct 2026 | Viewed by 328 | Submission Open
Keywords: e-learning standards and specifications; quality in e-learning; instructional design; educational resources repositories; artificial intelligence applied to e-learning; creation of digital educational content; data science for e-learning; experiences in e-learning
Multimodal Pattern Recognition of Social Signals in HCI (Third Edition) submission deadline 31 Oct 2026 | Viewed by 272 | Submission Open
Keywords: multimodal pattern recognition; social signals; human– computer interactions; affective computing; artificially intelligent companions; user affect recognition; machine learning; emotion recognition; gesture recognition
(This special issue belongs to the Section Human–Computer Interactions)
Advanced Image Processing and Computer Vision (3rd Edition) submission deadline 31 Oct 2026 | Viewed by 119 | Submission Open
Keywords: advanced image processing; artificial intelligence; computational models; computer-aided detection and diagnosis; computer vision; decision-support systems; ethical artificial intelligence; explainable artificial intelligence; generative artificial intelligence; image analysis; interpretation and understanding; image-guided decision; planning and treatment; image pre- and post-processing; machine and deep learning; open-access image datasets; supervised; unsupervised and semi-supervised learning; DataOps and MLOps
(This special issue belongs to the Section AI-Driven Innovations)
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