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Applied System Innovation 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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AI-Driven Decision Support for Systemic Innovation

edited by

Yong Qin

Yuyan Luo

and Xinxin Wang

submission deadline 20 Sep 2026 | 10 articles | Viewed by 15183 | Submission Open

Keywords: AI-driven decision support; AI for smart tourism; systemic innovation and intelligent design; machine learning and data-driven DSS; AI in education and learning analytics; human–AI collaboration; simulation and optimization with AI; IoT- and blockchain-enhanced DSS; AI for medical informatics and healthcare innovation; engineering and industrial applications of AI-driven DSS; sustainable and smart systems innovation; explainable AI for DSS

(This special issue belongs to the Section Artificial Intelligence)

Smart and Human-Centered Rehabilitation Technologies and Systems

edited by Zhe Li and

Ming Yan

submission deadline 20 Sep 2026 | 1 articles | Viewed by 1572 | Submission Open

Keywords: rehabilitation technology; human-centered design; personalized system; healthcare information; wearable devices

(This special issue belongs to the Section Artificial Intelligence)

Mobility Aids: Design, Methods, and User-Centered Solutions

edited by Claire Flemmer and

Jorge Morais

submission deadline 20 Sep 2026 | Viewed by 756 | Submission Open

Keywords: mobility aid; wheelchair; leg prosthetic; exoskeleton; rehabilitation; navigation; accessibility; accessibility implementation

(This special issue belongs to the Section Industrial and Manufacturing Engineering)

Applied System Optimization for Logistics and Supply Chain Management

edited by

Bo Lu

submission deadline 20 Oct 2026 | 1 articles | Viewed by 761 | Submission Open

Keywords: supply chain management ; logistics optimization ; mathematical programming ; data-driven decision making ; artificial intelligence (AI) in supply chain ; machine learning for logistics ; smart logistics

(This special issue belongs to the Section Industrial and Manufacturing Engineering)

Application of Deep Learning in Medical Imaging

edited by Jingyang Zhang and

Lei Ma

submission deadline 20 Oct 2026 | Viewed by 660 | Submission Open

Keywords: development, validation, and application of deep learning-based model in medical imaging; establish of large-scale standardized clinical datasets; applications in different medical modalities; explainability and uncertainty research for clinical decision support; self-supervised and weakly supervised learning for annotation reduction; federated, privacy-preserving, and domain adaptation frameworks addressing data fragmentation

(This special issue belongs to the Section Artificial Intelligence)

Autonomous Robotics and Hybrid Intelligent Systems

edited by

Calin Ciufudean

Tamara Nestorović

and

Olena Hrybiuk

submission deadline 21 Oct 2026 | 7 articles | Viewed by 10474 | Submission Open

Keywords: autonomous robotics; artificial intelligence in robotics; intelligent control systems; machine learning for robotics; fuzzy logic controllers; neural networks; evolutionary computation; swarm intelligence; path planning and navigation; human–robot interaction; multi-agent systems; service robotics; industrial automation; robotics in healthcare; AI for cyber–physical systems

(This special issue belongs to the Section Control and Systems Engineering)

Recent Advances in Internet of Things and Its Applications

edited by

Jahan Hassan

Sayed Amir Hoseini

and

Syed Danial Ali Shah

submission deadline 21 Oct 2026 | 2 articles | Viewed by 4364 | Submission Open

Keywords: wireless; Internet of Things; precision agriculture; IoT sensors; soil monitoring; crop health; automated irrigation; mining; environmental sensing; vehicular technology; traffic management; remote patient monitoring; wearable health devices; real-time diagnostics; personalized healthcare; IoT security; SCADA; telemetry systems; industrial automation

Evolution of Electric Motors: Current Trends and Future Prospects for Industrial Applications

edited by

Theoklitos Karakatsanis

and

Athanasios Karlis

submission deadline 30 Oct 2026 | 2 articles | Viewed by 17230 | Submission Open

Keywords: permanent magnet synchronous motors; induction motors; industrial applications; power electronics; control theory; fault-tolerant electric machines; fault diagnosis; smart sensors; predictive maintenance; condition monitoring

Reviews of Critical and Emerging Technologies for Applied System Innovation

edited by

Daswin De Silva

submission deadline 20 Nov 2026 | Viewed by 810 | Submission Open

Keywords: emerging technologies; critical technologies; systematic review; scoping review; narrative review; meta analysis; artificial intelligence; quantum computing; biotechnologies; advanced/unconventional computing; advanced materials; integrated networking; nanomanufacturing; semiconductors and microelectronics; space technologies; AI robotics; humanoid robotics; augmented reality; virtual reality; neural technologies

Intelligent Robotics for Precision Medicine and Advanced Manufacturing

edited by Zhengtai Xie,

Zhongbo Sun

and

Boyu Ma

submission deadline 20 Nov 2026 | Viewed by 390 | Submission Open

Keywords: surgical robotics; adaptive manufacturing systems; human–robot collaborative control; real-time sensing and feedback; digital-twin optimization; soft robotics; intelligent path planning; multimodal sensor fusion; neural network; robot learning and control

(This special issue belongs to the Section Industrial and Manufacturing Engineering)

Advances in Mathematical Models and Computational Intelligence for Transportation System Planning and Management

edited by Yan Sun and Maoxiang Lang

submission deadline 30 Nov 2026 | 7 articles | Viewed by 18260 | Submission Open

Keywords: transportation system planning; transportation system management; transportation system operations; optimization model; game model; intelligent algorithm; system simulation

(This special issue belongs to the Section Artificial Intelligence)

AI-Driven Computational Methods for Social Media Analysis

edited by

María Dolores Ruiz

and

Jose Angel Diaz-Garcia

submission deadline 30 Nov 2026 | 3 articles | Viewed by 2982 | Submission Open

Keywords: social media analysis; artificial intelligence; machine learning; deep learning; large language models; generative ai; text mining; sentiment analysis; information diffusion; network analysis; misinformation detection; multimodal data; real-time analytics; ethics and transparency

(This special issue belongs to the Section Artificial Intelligence)

AI- and Data-Driven Digitalization for Computer-Aided Design

edited by

Chaoxiang Yang

submission deadline 30 Nov 2026 | 2 articles | Viewed by 2002 | Submission Open

Keywords: computer-aided design; AI in design; design digitalization; generative design; data-driven design; human–AI interaction; intelligent design systems; design informatics

(This special issue belongs to the Section Artificial Intelligence)

AI-Driven Educational Technologies: Systems and Applications

edited by Nikos Antonopoulos and

Stamatios Papadakis

submission deadline 20 Dec 2026 | 5 articles | Viewed by 9688 | Submission Open

Keywords: artificial intelligence; education; human–computer interaction

(This special issue belongs to the Section Applied Systems on Educational Innovations and Emerging Technologies)

Collaborative and Intelligent Multi-Agent Systems for Real-World Applications

edited by Fernando Koch

submission deadline 20 Dec 2026 | 1 articles | Viewed by 2692 | Submission Open

Keywords: multi-agent systems; distributed computing; ubiquitous computing; scalable computing; human–agent interaction; collaborative AI

(This special issue belongs to the Section Artificial Intelligence)

Low-Latency and Reliable Networking: Algorithms, Optimization, and Applications

edited by Chaoqun Yang

submission deadline 20 Dec 2026 | Viewed by 389 | Submission Open

Keywords: modeling and optimization of low-latency and reliable networking; innovation of reliability assurance mechanisms; edge computing and distributed architectures; typical applications of low-latency and reliable networking; AI-assisted low-latency and reliable networking

(This special issue belongs to the Section Control and Systems Engineering)

Deep Visual Recognition for Intelligent Systems and Applications

edited by

Chin Poo Lee

and

Kian Ming Lim

submission deadline 30 Dec 2026 | 2 articles | Viewed by 3662 | Submission Open

Keywords: deep visual recognition; computer vision; intelligent systems; deep learning; object detection; semantic segmentation; action recognition; vision Transformer; multimodal learning; self-supervised learning; explainable AI; edge intelligence

(This special issue belongs to the Section Artificial Intelligence)

AI-Enhanced Decision Support Systems

edited by

Lu Meng

submission deadline 20 Jan 2027 | 4 articles | Viewed by 3836 | Submission Open

Keywords: decision support systems; medical image processing; computer-aided diagnosis; deep learning; clinical decision making; large language models; financial risk assessment; industrial predictive maintenance; smart city management; multi-modal data fusion

(This special issue belongs to the Section Artificial Intelligence)

Unmanned Aerial Vehicles for Smart Cities: Optimization, Collaboration, and Intelligent Applications

edited by

Wu Deng

submission deadline 20 Jan 2027 | Viewed by 573 | Submission Open

Keywords: unmanned aerial systems; smart cities; air–ground collaboration; AI-enabled urban applications; UAV control

(This special issue belongs to the Section Artificial Intelligence)

Human–Robot and Computer Interaction in the AI Era

edited by

Qiang Nie

and Xin Tong

submission deadline 20 Jan 2027 | Viewed by 163 | Submission Open

Keywords: human–robot interaction (HRI); human–computer interaction (HCI); interaction design; user experience; multi-modal interaction; social robotics; ethical AI; emotion and behavior recognition; cognitive robotics; human-AI collaboration; robotics application; embodied AI; agentic interaction

(This special issue belongs to the Section Human-Computer Interaction)

Reinforcement Learning for Decision-Making in Intelligent Systems

edited by Erotokritos Skordilis and

Zhiqiang Wang

submission deadline 20 Jan 2027 | Viewed by 159 | Submission Open

Keywords: reinforcement learning; intelligent systems; autonomous decision-making; smart communities; digital twins; smart manufacturing; autonomous vehicles; energy systems

Advanced Control Strategies and Optimization for Renewable Energy Systems

edited by

Mohsen Pourkiaei

submission deadline 20 Feb 2027 | 7 articles | Viewed by 9464 | Submission Open

Keywords: renewable energy systems; optimization algorithms; intelligent control strategies; energy management systems; sustainable development; smart grids; energy storage optimization; hybrid energy systems; machine/deep learning in control; predictive control; distributed energy resources; power system resilience

Intelligent Communication, Positioning and IoT Systems for Smart Infrastructure and Industrial Applications

edited by

Vasileios Cheimaras

Panagiotis Papageorgas

and

Dimitrios Piromalis

submission deadline 20 Feb 2027 | Viewed by 221 | Submission Open

Keywords: intelligent communication systems; Internet of Things (IoT); Industrial Internet of Things (IIoT); Wireless Sensor Networks (WSNs); smart infrastructure; industrial automation; Industry 4.0 and Industry 5.0; positioning and localization systems; indoor and outdoor positioning; low-power wide-area networks (LPWAN); private 5G/6G networks; cyber-physical systems; edge computing; edge intelligence; digital twins; autonomous systems; robotics; smart buildings; smart cities; smart ports; cybersecurity

Battery System Modeling and Management in Electric Vehicles

edited by Eunji Kwak

submission deadline 20 Mar 2027 | Viewed by 373 | Submission Open

Keywords: advanced physics-based modeling for EV batteries; AI and machine learning applications in Battery Management Systems (BMS); thermal management systems and thermal runaway prediction/prevention; state estimation methodologies (State of Charge, State of Health, State of Power); diagnosis, prognosis, and safety monitoring in battery packs; optimization of charging protocols and fast-charging strategies; modeling and management of emerging battery chemistries (e.g., sodium-ion, solid-state) for EV applications

(This special issue belongs to the Section Control and Systems Engineering)

Performance, Security, and Privacy in Distributed Machine Learning Systems

edited by

Vasileios Perifanis

Nikolaos Pavlidis

and Symeon Symeonidis

submission deadline 20 Mar 2027 | Viewed by 99 | Submission Open

Keywords: federated learning; distributed machine learning; edge AI; privacy-preserving machine learning; robust aggregation; differential privacy; secure aggregation; model poisoning; model inversion; distributed MLOps

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