Special Issues

Algorithms 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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Machine Learning Algorithms for Image Understanding and Analysis (2nd Edition)
edited by
submission deadline 31 Mar 2026 | Viewed by 184 | Submission Open
Keywords: machine learning algorithms; deep learning algorithms; re-identification; pattern recognition
(This special issue belongs to the Section Evolutionary Algorithms and Machine Learning)
Advances in Algorithms for Scalable and Efficient Large Language Models
edited by Ishaani Priyadarshini
submission deadline 31 Mar 2026 | Viewed by 153 | Submission Open
Keywords: optimization methods; scalable algorithms; transformer architectures; model compression; distributed computing; federated learning; explainability; fairness; robustness; large language models; AI ethics
(This special issue belongs to the Section Evolutionary Algorithms and Machine Learning)
Advances in Computer Vision: Emerging Trends and Applications
edited by and Samee Ullah Khan
submission deadline 30 Apr 2026 | 4 articles | Viewed by 11410 | Submission Open
Keywords: computer vision; activity recognition; intelligent surveillance systems; behavior analysis; person re-identification; object detection
(This special issue belongs to the Section Algorithms for Multidisciplinary Applications)
Artificial Intelligence in Modeling and Simulation (2nd Edition)
edited by and
submission deadline 30 Apr 2026 | 7 articles | Viewed by 11333 | Submission Open
Keywords: modeling and simulation; artificial intelligence; machine learning; verification and validation; metamodeling
(This special issue belongs to the Section Algorithms for Multidisciplinary Applications)
Algorithms in Multi-Sensor Imaging and Fusion
edited by and
submission deadline 30 Apr 2026 | 2 articles | Viewed by 4791 | Submission Open
Keywords: multi-sensor fusion; image processing; multi-sensor image segmentation; machine/deep learning; performance evaluation
(This special issue belongs to the Section Algorithms for Multidisciplinary Applications)
Algorithmic Approaches to Control Theory and System Modeling submission deadline 30 Apr 2026 | 4 articles | Viewed by 4202 | Submission Open
Keywords: system modeling and simulation; linear and nonlinear models; modeling of integer and fractional-order systems; data-driven modeling; reduced-order modeling; hybrid systems modeling; evolutionary algorithms; optimal control; PID control; model predictive control; fractional-order control; machine learning for modeling and control; deep learning for modeling and control; neural networks for modeling and control; robust control; adaptive control; nonlinear control; reinforcement learning for modeling and control; fuzzy logic for modeling and control; system identification; metaheuristic algorithms; artificial intelligence for modeling and control
(This special issue belongs to the Section Algorithms for Multidisciplinary Applications)
Advances in Parallel and Distributed AI Computing
edited by Stefan Bosse
submission deadline 30 Apr 2026 | 2 articles | Viewed by 2079 | Submission Open
Keywords: self-* capabilities; multi-agent systems; internet of things; tiny ML; distributed ML; distributed sensor networks (DSNs)
(This special issue belongs to the Section Parallel and Distributed Algorithms)
Dynamic System Modelling from Data: Emerging Algorithms and Applications: 2nd Edition
edited by , Jing Chen and Ya Gu
submission deadline 30 Apr 2026 | 2 articles | Viewed by 2015 | Submission Open
Keywords: dynamic system modelling; data-driven identification; intelligent algorithms; applications
(This special issue belongs to the Section Algorithms for Multidisciplinary Applications)
Advancements in Wireless Sensor Networks: Innovations in Algorithms and Applications submission deadline 30 Apr 2026 | 1 articles | Viewed by 1529 | Submission Open
Keywords: energy efficient routing in WSNs; coverage maximization in WSNs; energy sustainability in WSNs; optimization algorithms for WSNs; energy harvesting /energy transfer methods in WSNs; data analytics in WSNs; artificial Intelligence/computational intelligence for WSNs; cloud computing; edge computing; and fog computing for WSNs; sensing technologies and systems for wearables and implants; 5G communication networks and mobile networks for WSNs; environmental applications of WSNs; applications of WSNs in flora and fauna; applications of WSNs in Industry 4.0; applications of WSNs in healthcare; military applications of WSNs; WSNs for smart home/smart cities
(This special issue belongs to the Section Algorithms for Multidisciplinary Applications)
Machine Learning Techniques for Brain Data Analysis Using EEG, EMG or Image Data submission deadline 30 Apr 2026 | 2 articles | Viewed by 1250 | Submission Open
Keywords: electroencephalogram (EEG); electromyography (EMG); magnetic resonance imaging (MRI); computed tomography scan (CT Scan); brain tumors and lesions; Alzheimer’ s and dementia prediction; stroke detection and prognosis
Energy-Efficient Algorithms for Large-Scale Wireless Sensor Networks
edited by and
submission deadline 30 Apr 2026 | Viewed by 1181 | Submission Open
Keywords: wireless sensor networks; wireless charging algorithm design for large-scale wireless sensor networks; energy-efficient algorithms and theories for large-scale wireless sensor networks; energy-efficient data structures for large-scale wireless sensor networks; energy-efficient protocols for large-scale wireless sensor networks; mathematical models for energy consumption for large-scale wireless sensor networks; energy optimization problems for large-scale wireless sensor networks; performance evaluations for large-scale wireless sensor networks; wireless charging system designs for large-scale wireless sensor networks; simulations for large-scale wireless sensor networks
(This special issue belongs to the Section Algorithms for Multidisciplinary Applications)
Machine Learning Algorithms for Signal Processing
edited by
submission deadline 30 Apr 2026 | 1 articles | Viewed by 522 | Submission Open
Keywords: machine learning; signal processing; signal analysis; image processing; speech processing; data analytics; noise reduction; filtering; pattern recognition; anomaly detection
(This special issue belongs to the Section Evolutionary Algorithms and Machine Learning)
Advances in Deep Learning-Based Data Analysis
edited by and Xing Tang
submission deadline 30 Apr 2026 | Viewed by 177 | Submission Open
Keywords: computer vision; data generation; anomaly detection; temporal data analysis
(This special issue belongs to the Section Algorithms for Multidisciplinary Applications)
Algorithms for Smart Cities (3rd Edition) submission deadline 30 Apr 2026 | Viewed by 133 | Submission Open
Keywords: artificial intelligence; city logistics; data analytics; e-governance; e-health; image recognition; internet of things; optimization methods; recommender systems; artificial neural networks algorithms; machine learning algorithms for intelligent software development; remote sensing; transportation networks; smart government; smart education; smart electronics; smart offices
(This special issue belongs to the Section Algorithms for Multidisciplinary Applications)
Optimizing Logistics Activities: Models and Applications
edited by Antonio Maria Coruzzolo and
submission deadline 30 Apr 2026 | Viewed by 97 | Submission Open
Keywords: supply chains; logistics; data-driven optimization; simulation-based optimization; heuristic and metaheuristic; hybrid decision-support
(This special issue belongs to the Section Combinatorial Optimization, Graph, and Network Algorithms)
Advances in Algorithms for Hyperspectral Image Processing
edited by Jacques Blanc-Talon
submission deadline 30 Apr 2026 | Viewed by 96 | Submission Open
Keywords: hyperspectral imaging (HSI); anomaly detection; spectral databases; simulation of atmospheric propagation; image fusion; physics-based methods; machine learning for HIS; evaluation for HSI
(This special issue belongs to the Section Algorithms for Multidisciplinary Applications)
Algorithmic Approaches and Artificial Intelligence in Photovoltaic Systems
edited by Simon Foo
submission deadline 30 Apr 2026 | Viewed by 44 | Submission Open
Keywords: photovoltaic systems; machine learning; deep learning; swarm intelligence optimization; fault detection; explainable and interpretable AI
(This special issue belongs to the Section Evolutionary Algorithms and Machine Learning)
Bio-Inspired Algorithms: 2nd Edition submission deadline 30 May 2026 | 5 articles | Viewed by 4474 | Submission Open
Keywords: design and analysis of bio-inspired methods; application of bio-inspired methods; limitations of bio-inspired methods; ant colony optimization; particle swarm optimization; firefly algorithm; fireworks algorithm; bees algorithm; evolutionary algorithms; neural networks; deep learning; soft computing methods; nature-inspired heuristics
(This special issue belongs to the Section Evolutionary Algorithms and Machine Learning)
Modern Algorithms for Image Processing and Computer Vision
edited by
submission deadline 30 May 2026 | 2 articles | Viewed by 2766 | Submission Open
Keywords: image processing; computer vision; image fusion; vision algorithms; deep learning; stereo vision; activity recognition; image/video analysis; image encryption algorithms; computational photography; vision hardware/software; monitoring and surveillance; biometrics; robotics; augmented reality
(This special issue belongs to the Section Algorithms for Multidisciplinary Applications)
Evolution of Algorithms in the Era of Generative AI
edited by , Gianluca Bonifazi, and Michele Marchetti
submission deadline 31 May 2026 | 7 articles | Viewed by 18285 | Submission Open
Keywords: generative AI; large language models; transformers; financial services; creative industries; retail; manufacturing; healthcare; education; data management; marketing; responsible generative AI; sustainable generative AI; ethics in generative AI
(This special issue belongs to the Section Evolutionary Algorithms and Machine Learning)
Machine Learning Algorithms and Optimization in the Digital Transition (2nd Edition) submission deadline 31 May 2026 | 6 articles | Viewed by 13322 | Submission Open
Keywords: asset management; clustering; data analysis; data mining; decision-support systems; deep learning; fault detection; knowledge-based systems; machine learning; object detection; optimization; predictive maintenance; time series
(This special issue belongs to the Section Algorithms for Multidisciplinary Applications)
Data Sensing Techniques and Processing Algorithms for Smart and Sustainable Agriculture
edited by and
submission deadline 31 May 2026 | 3 articles | Viewed by 3906 | Submission Open
Keywords: Internet of Things (IoT); remote sensing (aerial; satellite; UAV); data processing and transformation techniques; image processing and computer vision applications; mathematical and statistical methods for data filtering; simplification; and pattern recognition; artificial intelligence; machine learning; and deep learning; convolutional neural networks (CNNs); vision transformers (ViTs); data classification and object detection; time-series analysis; decision support systems and platforms
(This special issue belongs to the Section Algorithms for Multidisciplinary Applications)
Artificial Intelligence Algorithms and Generative AI in Education (2nd Edition)
edited by and María Estefanía Avilés Mariño
submission deadline 31 May 2026 | 4 articles | Viewed by 2540 | Submission Open
Keywords: artificial intelligence in education; generative AI; educational technology; personalized learning; AI-powered assessment; adaptive learning systems; educational data mining; natural language processing in education; machine learning for education; AI ethics in education; intelligent tutoring systems; AI-assisted teaching; educational chatbots; predictive analytics in education
(This special issue belongs to the Section Algorithms for Multidisciplinary Applications)
AI and Computational Methods in Engineering and Science: 2nd Edition
edited by and Shuai (Steven) Li
submission deadline 31 May 2026 | 1 articles | Viewed by 566 | Submission Open
Keywords: machine learning; deep learning; AI applications; AI applications in environment; AI in ecology; AI in science and engineering
(This special issue belongs to the Section Algorithms for Multidisciplinary Applications)
Algorithms and Innovations for Real-Time Processing in Streaming Systems and Applications
edited by
submission deadline 31 May 2026 | Viewed by 309 | Submission Open
Keywords: stream processing; real-time analytics; event-driven computation
(This special issue belongs to the Section Algorithms for Multidisciplinary Applications)
AI-Driven Distributed Control & Optimization Algorithms for Networked Systems
edited by Chang-Duo Liang
submission deadline 31 May 2026 | 1 articles | Viewed by 281 | Submission Open
Keywords: reinforcement learning based distributed control for networked systems; neural network-based model predictive control for networked systems; transfer learning based cross domain control for networked systems; large language models based distributed control for networked systems; AI-driven active exploration and path planning for networked systems; AI-driven distributed task assignment for networked systems; AI-driven optimal topology reconstruction for networked systems; AI-driven distributed parameter optimization for networked systems; evolutionary computation based multimodal optimization
(This special issue belongs to the Section Evolutionary Algorithms and Machine Learning)
Intelligent Information Processing Methods in Interdisciplinary
edited by
submission deadline 31 May 2026 | Viewed by 204 | Submission Open
Keywords: AI-driven medical technologies; AI-driven biomedical signal processing; AI-driven sensor signal processing; AI-driven methods in sport and education; machine learning methods and their applications in interdisciplinary research; large language models and their applications in interdisciplinary research; few-shot learning and its applications in interdisciplinary research; federated learning and its applications in interdisciplinary research
(This special issue belongs to the Section Algorithms for Multidisciplinary Applications)
AI-Powered Biomedical Image Analysis
edited by Lei Fan
submission deadline 31 May 2026 | Viewed by 120 | Submission Open
Keywords: biomedical image analysis; artificial intelligence; medical imaging data; CT/MRI; whole slide image
Recent Advances in Artificial Intelligence and Metaheuristics Optimization submission deadline 31 May 2026 | Viewed by 106 | Submission Open
Keywords: artificial intelligence; metaheuristic optimization; swarm intelligence; hybrid AI models; hyperparameter tuning; machine learning; sustainable applications; explainable AI
(This special issue belongs to the Section Evolutionary Algorithms and Machine Learning)
Transportation and Traffic Engineering submission deadline 31 May 2026 | Submission Open
Keywords: intelligent transportation algorithms; autonomous and multi-agent systems; traffic optimization and scheduling; data-driven traffic safety and risk modeling; sustainable and low-carbon transportation systems
(This special issue belongs to the Section Combinatorial Optimization, Graph, and Network Algorithms)
Hybrid Intelligent Algorithms (2nd Edition) submission deadline 30 Jun 2026 | 6 articles | Viewed by 7010 | Submission Open
Keywords: neural networks; evolutionary algorithms; fuzzy systems; hybrid intelligence system; computational intelligence; soft computing; heuristics; metaheuristics
(This special issue belongs to the Section Evolutionary Algorithms and Machine Learning)
Machine Learning for Advanced Healthcare: Bridging Innovation and Clinical Implementation
edited by , and Sujit Kumar Sahu
submission deadline 30 Jun 2026 | 1 articles | Viewed by 1087 | Submission Open
Keywords: interpretable machine learning; wearable technology and remote health monitoring; multimodal health data integration; sensor data analysis; health information systems; explainable AI (XAI) in healthcare; trustworthy AI for clinical practice; biomedical signal processing; e-Health; telemedicine; and digital health; human motion analysis and rehabilitation technologies; AI for sleep and neurological disorders
The Future of Computational Neuroscience: Mathematical Frameworks and Societal Applications
edited by Masanori Shimono
submission deadline 30 Jun 2026 | Viewed by 516 | Submission Open
Keywords: computational clinical neuroscience; computational psychiatry; motor control; neural coding; deep neural networks; neuron model
(This special issue belongs to the Section Algorithms for Multidisciplinary Applications)
AI-Based Techniques in Smart Grid Operations
edited by
submission deadline 30 Jun 2026 | Viewed by 308 | Submission Open
Keywords: electricity storage dynamics; optimal management of distributed energy resources; power quality control; active prosumers participation; economic infrastructure utilization; systems protection and self-healing; smart metering and data exchange
(This special issue belongs to the Section Evolutionary Algorithms and Machine Learning)
Deep Neural Networks and Optimization Algorithms (2nd Edition)
edited by
submission deadline 30 Jun 2026 | Viewed by 269 | Submission Open
Keywords: deep neural network algorithms; deep neural network design; graph models and graph algorithm complexity; deep neural network optimization; deep neural network architecture; evolutionary networks and algorithms; deep neural network applications; topological indices of complexity networks
(This special issue belongs to the Section Combinatorial Optimization, Graph, and Network Algorithms)
Computational, Emerging, and Intelligent Algorithms for Biomedical and Healthcare Applications submission deadline 30 Jun 2026 | Viewed by 140 | Submission Open
Keywords: biomedical algorithms; artificial intelligence and deep learning; signal and image processing; bioinformatics and multi-omics; genomics; proteomics; and metabolomics; wearable and sensor data analysis; medical robotics and assistive technologies; computational intelligence in healthcare; biosensing; telehealth; and rehabilitation; optimization and statistical modeling; biomedical engineering applications; medical imaging and sensing; immersive technologies (VR/AR/XR) for healthcare and rehabilitation
(This special issue belongs to the Section Algorithms for Multidisciplinary Applications)
Metaheuristic Algorithms in Optimal Design of Engineering Problems (2nd Edition) submission deadline 30 Jun 2026 | Viewed by 138 | Submission Open
Keywords: metaheuristic optimization algorithms; genetic algorithms; particle swarm optimization; simulated annealing; engineering design
(This special issue belongs to the Section Evolutionary Algorithms and Machine Learning)
Computational Intelligence for Large-Scale and Data-Driven Optimization
edited by and David Guinovart
submission deadline 30 Jun 2026 | Viewed by 99 | Submission Open
Keywords: computational intelligence; large-scale optimization; evolutionary computation; swarm intelligence; machine learning– assisted optimization; data-driven decision-making; hybrid metaheuristics; feature selection; multi-objective optimization; high-dimensional data analytics
(This special issue belongs to the Section Combinatorial Optimization, Graph, and Network Algorithms)
Algorithms for Computer Aided Diagnosis: 3rd Edition
edited by
submission deadline 30 Jun 2026 | Viewed by 63 | Submission Open
Keywords: algorithms; machine learning; artificial intelligence (AI); computer-aided diagnosis (CAD); healthcare revolution; medical devices
Computational Intelligence and Nature Inspired Algorithms submission deadline 30 Jun 2026 | Viewed by 57 | Submission Open
Keywords: evolutionary computation; swarm intelligence; natural computation; bioinspired optimization; metaheuristics; stochastic algorithms; soft computing; computational intelligence; fuzzy methods; neural networks; ant colony optimization; evolutionary algorithms; particle swarm optimization; differential evolution; memetic algorithms
(This special issue belongs to the Section Evolutionary Algorithms and Machine Learning)
Algorithms for Cyber Defense: From Cryptography to Behavioral Analysis
edited by
submission deadline 31 Jul 2026 | 3 articles | Viewed by 2270 | Submission Open
Keywords: algorithms; cyber defense; encryption and decryption methods; authentication schemes; secure key exchange; anomaly detection
(This special issue belongs to the Section Algorithms for Multidisciplinary Applications)
Artificial Intelligence in Sustainability Research Operations, Management, and Ecosystems submission deadline 31 Jul 2026 | 1 articles | Viewed by 1573 | Submission Open
Keywords: artificial intelligence; machine learning; sustainability; sustainable development goals; circular economy; circular operations; green supply chains; sustainable supply chains; energy transition; energy efficiency; climate change; sustainable cities; sustainable mobility; water resource management; waste reduction; algorithmic approaches; ethical AI; data-driven decision-making
(This special issue belongs to the Section Algorithms for Multidisciplinary Applications)
Autonomous Navigation Systems for Robust Driving Under Adverse Conditions submission deadline 31 Jul 2026 | Viewed by 347 | Submission Open
Keywords: robust perception systems; adversarial navigation strategies; sensor- and data-driven approaches; uncertainty-aware control and planning; scene understanding for decision making
(This special issue belongs to the Section Algorithms for Multidisciplinary Applications)
Hybrid Precoding and Beamforming Algorithms for Cell-Free Satellite Networks
edited by , and Zhizhong Zhang
submission deadline 31 Jul 2026 | Viewed by 180 | Submission Open
Keywords: machine learning; deep reinforcement learning; distributed optimization; hybrid precoding and beamforming; channel estimation
(This special issue belongs to the Section Evolutionary Algorithms and Machine Learning)
Artificial Intelligence Algorithms for Healthcare: 2nd Edition submission deadline 31 Jul 2026 | Viewed by 91 | Submission Open
Keywords: digital health; digital therapeutics; digital twin; foundation models; remote healthcare monitoring; personalized healthcare; personalized medicine; smart healthcare; medical imaging; multimodal large language models; telemedicine; medical data analysis; eHealth; smart health applications; remote health surveillance; data-driven monitoring; data-driven surveillance; health informatics; public health informatics; bioinformatics; computer-aided drug design; clinical data science; machine learning; big data; deep learning; artificial intelligence; agent-based simulation; agentic clinical assistants; multiagent system
Crowdsourcing, Human-AI Interaction, and the Future of Digital Platforms
edited by Daniel Schneider and
submission deadline 31 Jul 2026 | Viewed by 91 | Submission Open
Keywords: artificial intelligence (AI); crowdsourcing; human– AI interaction (H-AI); digital media; algorithmic governance; AI alignment (misaligned AI); algorithmic bias; explainable AI (XAI); AI nudges; gig economy; misinformation/disinformation; generative AI (GenAI); human-in-the-loop (HITL); accessibility; inclusive design/universal design; disability studies; assistive technologies; algorithmic ableism; accessible HCI
(This special issue belongs to the Section Algorithms for Multidisciplinary Applications)
Artificial Intelligence and Data-Driven Approaches for Cultural Heritage submission deadline 31 Jul 2026 | Viewed by 75 | Submission Open
Keywords: artificial intelligence; cultural heritage; data analysis; machine learning; computer vision; imaging and signal processing; pattern recognition; data fusion; interdisciplinary applications
(This special issue belongs to the Section Evolutionary Algorithms and Machine Learning)
Computational Modeling and Intelligent Simulation of Next-Generation Energy Systems
edited by and Frank Werner
submission deadline 31 Jul 2026 | Viewed by 73 | Submission Open
Keywords: computational modeling of energy systems; intelligent simulation methods; smart and microgrids; renewable energy integration; artificial intelligence in energy systems; digital twins for power systems; optimization and control in energy networks; high-performance simulation; multidomain and multiscale modeling; energy storage systems
(This special issue belongs to the Section Algorithms for Multidisciplinary Applications)
Machine Learning and Deep Learning in Medical Imaging Diagnostics submission deadline 31 Aug 2026 | 1 articles | Viewed by 471 | Submission Open
Keywords: medical imaging; machine learning; deep learning; diagnostic accuracy; artificial intelligence in healthcare
Data Envelopment Analysis for Decision Support submission deadline 31 Aug 2026 | Viewed by 119 | Submission Open
Keywords: Data Envelopment Analysis; efficiency analysis; decision support
(This special issue belongs to the Section Algorithms for Multidisciplinary Applications)
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