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Special Issues

Mathematics 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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Recent Trends and Advances in the Natural Language Processing
edited by , Jun Liu and Tieliang Gong
submission deadline 15 Oct 2024 | 5 articles | Viewed by 9250 | Submission Open
Keywords: language model; few-shot learning for NLP; reinforcement learning for NLP; lifelong learning for NLP; graph learning for NLP; multilingual NLP; multimodel NLP; reinforcement learning for NLP; intelligent applications with NLP
(This special issue belongs to the Section Mathematics and Computer Science)
Theory and Application of Neural Networks and Complex Networks submission deadline 15 Oct 2024 | 5 articles | Viewed by 6323 | Submission Open
Keywords: centrality measures; neural networks; machine learning; complex networks; predictive models; multiplex networks; graph neural networks
(This special issue belongs to the Section Network Science)
Blockchain and Internet of Things
edited by
submission deadline 15 Oct 2024 | 2 articles | Viewed by 1762 | Submission Open
Keywords: blockchain; Internet of Things; security; privacy; performance; network; cryptocurrency; cryptoasset; distributed consensus; smart contracts; decentralized applications; tokens; digital identity; edge computing; sustainability; healthcare; agriculture; smart cities; supply chain; machine learning; deep learning; Bayesian inference; time series analysis; regression models; clustering algorithms; system theory; formal verification
(This special issue belongs to the Section Mathematics and Computer Science)
Simulation-Based Optimisation in Business Analytics submission deadline 16 Oct 2024 | 6 articles | Viewed by 7589 | Submission Open
Keywords: simulation optimization; operation research; business analytics; data science; project management; information systems strategy; supply chain management; operations management
(This special issue belongs to the Section Computational and Applied Mathematics)
Dynamics and Control of Complex Systems and Robots
edited by Qingdu Li, Xiaosong Yang and Gang Wang
submission deadline 20 Oct 2024 | 12 articles | Viewed by 10728 | Submission Open
Keywords: modeling and control of nonlinear systems; machine learning algorithms; complex systems and stability analysis
(This special issue belongs to the Section Engineering Mathematics)
New Advances in Distribution Theory and Its Applications submission deadline 20 Oct 2024 | 7 articles | Viewed by 10056 | Submission Open
Keywords: reparameterization; families of distribution functions; flexibility; unit distribution function; income distribution
(This special issue belongs to the Section Probability and Statistics)
Advanced Mathematical Methods in Intelligent Multimedia: Security and Applications, 2nd Edition submission deadline 20 Oct 2024 | 1 articles | Viewed by 1380 | Submission Open
Keywords: privacy computation; artificial intelligence; data mining and knowledge discovery; trust and reputation; formal security model; modelling and simulation; performance analysis and forecasting; optimization and operational research
Advances in Operations Research
edited by
submission deadline 20 Oct 2024 | Viewed by 294 | Submission Open
Keywords: operations research; optimization; machine learning; applications
(This special issue belongs to the Section Financial Mathematics)
Applied Mathematics in Astrophysics and Space Science submission deadline 30 Oct 2024 | 6 articles | Viewed by 14931 | Submission Open
Keywords: atmospheric techniques; atmospheric chemistry; mathematical methods; algorithms; modeling and simulation; radiative transfer; remote sensing; detection; instrumentation
(This special issue belongs to the Section Mathematical Physics)
Machine Learning and Statistical Methods to Prediction and Optimal Decision-Making
edited by and
submission deadline 30 Oct 2024 | 8 articles | Viewed by 13928 | Submission Open
Keywords: statistical modeling; machine learning; data mining; complex data; big data analytics; optimization
(This special issue belongs to the Section Dynamical Systems)
Fuzzy Decision Making and Applications submission deadline 30 Oct 2024 | 4 articles | Viewed by 8117 | Submission Open
Keywords: fuzzy theory; fuzzy decision theory and method; pair-wise comparisons matrix; decision-making; multi-criteria decision-making; group decision-making; engineering and scientific applications; supplier selection in a supply chain
(This special issue belongs to the Section Fuzzy Sets, Systems and Decision Making)
Fractional Modeling, Control, Analysis and Applications
edited by , Fudong Ge and
submission deadline 30 Oct 2024 | 5 articles | Viewed by 6436 | Submission Open
Keywords: fractional systems; fractional calculus; fractional differential equations; fractional-order PDE systems; modeling and identification; control design and optimization; artificial intelligence/machine learning; mechatronics systems; motion and servo systems; robotic systems; PDE systems
(This special issue belongs to the Section Engineering Mathematics)
Applications of Algebra, Geometry, and Optimization to Control Theory
edited by
submission deadline 30 Oct 2024 | Viewed by 340 | Submission Open
Keywords: geometric control; algebraic control; optimisation; stability control theory; control system
(This special issue belongs to the Section Computational and Applied Mathematics)
Advances in Machine Learning and Applications submission deadline 31 Oct 2024 | 18 articles | Viewed by 74857 | Submission Open
Keywords: machine learning; deep learning; regression; classification; unsupervised learning; supervisor learning; semi supervisor learning; reinforcement learning; transfer learning; transformers; natural test processing; speech processing; image processing; machine vision; convolution neural network; recurrent neural networks
(This special issue belongs to the Section Mathematics and Computer Science)
Mathematical Methods and Models in Epidemiology
edited by James P. Braselton and
submission deadline 31 Oct 2024 | 12 articles | Viewed by 23196 | Submission Open
Keywords: mathematical biology; epidemiology; epidemic models; endemic models; COVID-19
(This special issue belongs to the Section Mathematical Biology)
New Advances and Applications in Image Processing and Computer Vision
edited by
submission deadline 31 Oct 2024 | 15 articles | Viewed by 18207 | Submission Open
Keywords: Computer Vision: 3D computer vision; adversarial attacks and robustness; bias; fairness and privacy; biometrics; face; gesture and pose; computational photography; image and video synthesis; image and video retrieval; learning and optimization for computer vision; low level and physics-based vision; medical and biological imaging; motion and tracking; object detection and categorization; representation learning for vision; scene analysis and understanding; segmentation; video understanding and activity analysis; vision for robotics and autonomous driving; visual reasoning and symbolic representations; applications; image sensing; modelling and representation; statistical modeling and estimation; image models (structure based; morphological; graph based); image processing methods (linear and non-linear filtering; transforms; wavelets; etc.); inverse imaging; compressive sensing; image acquisition; denoising; deblurring; reconstruction; machine learning and image processing algorithms; image segmentation and representation; image and video retrieval; image processing and understanding; knowledge representation and high-level vision; graph theoretic methods; animation; movies; advertising; video games; real-time image processing and learning; neural network applications; deep learning; human-centric self-supervised learning; machine vision; computer-generated imagery; biomedical image processing; biomedical and health informatics
(This special issue belongs to the Section Mathematics and Computer Science)
Differentiable Manifolds and Geometric Structures
edited by
submission deadline 31 Oct 2024 | 22 articles | Viewed by 17819 | Submission Open
Keywords: differentiable manifold; (pseudo-)Riemannian metric; submanifold; curvature; optimal inequalities; affine connection; polynomial structure; quasi-Einstein manifold; vector field; fiber bundle; vector distribution; foliations
(This special issue belongs to the Section Algebra, Geometry and Topology)
Optimization Algorithms: Theory and Applications
edited by
submission deadline 31 Oct 2024 | 8 articles | Viewed by 16849 | Submission Open
Keywords: linear and nonlinear programming; integer and mixed-integer programming; dynamic programming; combinatorial optimization; semi-infinite programming; semidefinite programming; global optimization; stochastic optimization; robust optimization; multi-criteria optimization problems; operations research problems; optimization on graphs and networks; scheduling; optimization in logistics; optimization of manufacturing processes; vehicle routing and other transportation problems; healthcare problems; control-theoretic problems; exact solution algorithms; advanced heuristics and metaheuristics; machine-learning; complexity issues
(This special issue belongs to the Section Mathematics and Computer Science)
Advanced Research in Data-Centric AI
edited by Kunpeng Liu, , and
submission deadline 31 Oct 2024 | 7 articles | Viewed by 12030 | Submission Open
Keywords: automated data science; data pre-processing; big data analytics; feature engineering; reinforcement learning; time series; graph mining; open-source datasets; cross-dataset mining; spatiotemporal data mining; statistical machine learning; bioinformatics; distribution shift
(This special issue belongs to the Section Mathematics and Computer Science)
Computational Methods in Analysis and Applications 2023
edited by
submission deadline 31 Oct 2024 | 6 articles | Viewed by 10735 | Submission Open
Keywords: Newton-like methods; Steffensen-type methods; variational methods; iterative methods for image processing; methods for solving inverse problems; methods for generalized equilibrium problems; methods for optimization problems; methods in biology; chemistry; and medicine; methods in economics; methods in physics; methods in engineering
Modeling and Optimization of Complex Engineering Systems under Uncertainties
edited by and Shui Yu
submission deadline 31 Oct 2024 | 6 articles | Viewed by 9801 | Submission Open
Keywords: Complex systems; Reliability; Control; Advanced modeling technology; Design optimization; Uncertainty-based design and optimization; Reliability-based design and optimization; Optimization methods; Uncertainty quantification and  propagation; Multidisciplinary design optimization; Risk assessment; Fault diagnosis; Physics of failure; Reliability hazard analysis; Fuzzy reliability Analysis; Uncertainty in engineering
(This special issue belongs to the Section Engineering Mathematics)
Advanced Methods in Fuzzy Control and Their Applications submission deadline 31 Oct 2024 | 8 articles | Viewed by 8472 | Submission Open
Keywords: fuzzy control theory; fuzzy sets and logic; fuzzy optimization method; fuzzy systems; fuzzy approximation; fuzzy decision
(This special issue belongs to the Section Fuzzy Sets, Systems and Decision Making)
Computational Statistics and Data Analysis, 2nd Edition
edited by
submission deadline 31 Oct 2024 | 6 articles | Viewed by 7888 | Submission Open
Keywords: bootstrapping; classification; data analytical strategies and methodologies applied in biostatistics; dimension reduction of high-dimensional data analysis; large-scale inference for Gaussian graphical models and covariance estimation; longitudinal/panel data analysis; massive networks; medical statistics; nonparametric and semiparametric models; optimal portfolio; robust statistics; statistical methodology and computing for data analysis; statistical methodology and computing for noise data; such as measurement error data; missing data etc.; sufficient dimension reduction methods in regression analysis variable/model selection for high-dimensional data
(This special issue belongs to the Section Probability and Statistics)
Mathematical Perspectives on Quantum Computing and Communication submission deadline 31 Oct 2024 | 2 articles | Viewed by 7166 | Submission Open
Keywords: open quantum systems; mathematical methods of quantum theory; numerical modeling and simulations; quantum information theory; quantum algorithms; quantum error correction; quantum cryptography; quantum communication; quantum computing; quantum simulation; quantum machine learning; quantum entanglement; quantum error-correction codes; quantum information processing; quantum teleportation; quantum key distribution; quantum computing architectures; quantum complexity theory; quantum control theory; quantum metrology; quantum algorithms for optimization; quantum supremacy; quantum computing algorithms; quantum artificial intelligence; quantum neural networks; quantum coherence; quantum state tomography; quantum foundations; quantum many-body systems; quantum supremacy experiments; quantum technologies
(This special issue belongs to the Section Mathematical Physics)
Sensitivity Analysis and Decision Making submission deadline 31 Oct 2024 | 4 articles | Viewed by 6843 | Submission Open
Keywords: sensitivity analysis in mathematical models; uncertainty analysis; decision making; mathematics for decision making; analytical and simulation methods; fuzzy sets and alternative approaches; model validation and calibration; optimization models
(This special issue belongs to the Section Engineering Mathematics)
Advanced Analyses and Algorithms for Trustworthy AI Systems and Applications
edited by Liang Hu, and
submission deadline 31 Oct 2024 | 5 articles | Viewed by 6772 | Submission Open
Keywords: trustworthy algorithms; trustworthy machine learning; trustworthy AI systems; trustworthy AI applications; personal privacy; data security
(This special issue belongs to the Section Computational and Applied Mathematics)
Problems and Methods in Nonlinear Analysis
edited by , Umberto Guarnotta and Sunra J. N. Mosconi
submission deadline 31 Oct 2024 | 8 articles | Viewed by 6025 | Submission Open
Keywords: nonlinear analysis; partial differential equations; fractional operators; regularity theory; calculus of variations; symmetrisation; functional analysis; non-smooth analysis
(This special issue belongs to the Section Difference and Differential Equations)
On the Security of the Blockchain Technology
edited by
submission deadline 31 Oct 2024 | 2 articles | Viewed by 5877 | Submission Open
Keywords: blockchain; security; blockchain-based security; cryptography; crypto-currency; fraud; IoT security
(This special issue belongs to the Section Network Science)
Advanced Statistical Control and Predictive Maintenance Models for Industry 4.0 submission deadline 31 Oct 2024 | 2 articles | Viewed by 5874 | Submission Open
(This special issue belongs to the Section Mathematics and Computer Science)
Control Theory and Applications, 2nd Edition submission deadline 31 Oct 2024 | 5 articles | Viewed by 5610 | Submission Open
Keywords: mathematical modelling; mathematical methods; control theory; numerical simulation; artificial intelligence; neural networks; industrial applications; identification; advanced control; controller design; distributed parameter processes; unconventional processes; energy systems; fractional-order systems; robotic systems; biomedical systems
(This special issue belongs to the Section Dynamical Systems)
Advances on Nonlinear Functional Analysis
edited by
submission deadline 31 Oct 2024 | 5 articles | Viewed by 5179 | Submission Open
Keywords: symmetric banach manifolds; holomorphic automorphism groups; C0-semigroups of holomorphic isometries; jordan algebras; jordan triples; grids associated with jordan structures
(This special issue belongs to the Section Computational and Applied Mathematics)
Medical Imaging Analysis with Artificial Intelligence submission deadline 31 Oct 2024 | 2 articles | Viewed by 4797 | Submission Open
Keywords: radiomics; deep learning; computer-aided diagnosis (CAD); image segmentation; convolutional neural networks (CNN); machine learning; medical image processing; diagnostic imaging; medical data analysis; image-based biomarkers
(This special issue belongs to the Section Mathematical Biology)
Financial Mathematics and Sustainability submission deadline 31 Oct 2024 | 4 articles | Viewed by 4714 | Submission Open
Keywords: financial mathematics; sustainability; sustainable finance; green finance; ESG
(This special issue belongs to the Section Financial Mathematics)
Advances and Applications on Fuzzy Logic for Decision Making Processes
edited by Jiuqiang Liu
submission deadline 31 Oct 2024 | 3 articles | Viewed by 4549 | Submission Open
Keywords: cooperative fuzzy games; noncooperative games; competitive equilibrium; cores; fixed-point theorems; fuzzy bargaining sets; fuzzy cores; Ky Fan minimax inequality; nash equilibrium
(This special issue belongs to the Section Fuzzy Sets, Systems and Decision Making)
Trends and Prospects of Numerical Modelling in Bioengineering
edited by , and Beatrice De Lazzari
submission deadline 31 Oct 2024 | 4 articles | Viewed by 4491 | Submission Open
Keywords: numerical model; numerical software; e-learning; 0D; 1D; and 3D model; clinical environment; hybrid model; athletic performance; biomechanics in athletics; movement analysis; computer assist surgery
(This special issue belongs to the Section Computational and Applied Mathematics)
Optimization Models and Algorithms in Data Science
edited by and
submission deadline 31 Oct 2024 | 3 articles | Viewed by 4451 | Submission Open
Keywords: tensor decomposition; low-rank models; multi-view clustering; sparse coding; tensor completion; tensor robust principal component analysis; machine learning; data science; signal processing; image processing; high-dimensional data
(This special issue belongs to the Section Mathematics and Computer Science)
Data-Driven Approaches in Revenue Management and Pricing Analytics
edited by Dong Li and
submission deadline 31 Oct 2024 | 3 articles | Viewed by 4317 | Submission Open
Keywords: revenue management; customer segmentation; choice models; behavioural analysis; demand forecasting/management; demand unconstraining; availability controls; bid price controls; pricing analytics; stochastic/dynamic pricing; pricing optimisation; inventory management; transportation; attended home delivery; last-mile logsitics; carbon reduction; descriptive analytics; predictive analytics; prescriptive analytics; Markov decision process; (approximate) dynamic programming; mathmatical programming; machine learning; reinforcement learning
(This special issue belongs to the Section Mathematics and Computer Science)
Mathematical Methods in Wireless Networks and IoT
edited by
submission deadline 31 Oct 2024 | 2 articles | Viewed by 4276 | Submission Open
Keywords: wireless sensing; wireless localization; low-power wide-area network; edge computing in wireless network; data compression and coding for wireless network; machine learning for wireless network; wireless network and IoT applications; WSN and wireless mesh network; energy optimization in wireless networks; other mathematical problems in the wireless network
(This special issue belongs to the Section Engineering Mathematics)
Development and Optimization of Mathematical Models for Operations Research, 2nd Edition submission deadline 31 Oct 2024 | 2 articles | Viewed by 4189 | Submission Open
Keywords: optimization; continuous and discrete optimization; linear and nonlinear optimization; derivative-free optimization; mathematical modeling; deterministic and stochastic algorithms; operations research; mathematical programming; programming theory; decision theory; game theory; queuing theory; reliability theory; real-world applications
(This special issue belongs to the Section Engineering Mathematics)
Numerical Solution of Differential Equations and Their Applications
edited by , Athinoula A. Kosti and Mufutau Ajani Rufai
submission deadline 31 Oct 2024 | 4 articles | Viewed by 4125 | Submission Open
Keywords: numerical methods; differential equations; error analysis; convergence; applications
(This special issue belongs to the Section Difference and Differential Equations)
Differential Equations with Boundary Value Problems: Theory and Applications
edited by
submission deadline 31 Oct 2024 | 4 articles | Viewed by 4045 | Submission Open
Keywords: ordinary differential equation; fractional differential equation; difference equation; boundary value problem; existence; multiplicity solutions; critical point theory; variational methods
(This special issue belongs to the Section Computational and Applied Mathematics)
Mathematical Modelling, Analysis, and Optimization for Engineering and Mechanics submission deadline 31 Oct 2024 | 3 articles | Viewed by 3981 | Submission Open
Keywords: fluid dynamics; turbulence modelling; nonlinear dynamics; hydrodynamic instabilities; fluids in porous media; thin films; mathematical modelling; nonlinear analysis; numerical methods; partial differential equations; Navier– Stokes systems
(This special issue belongs to the Section Engineering Mathematics)
Modeling and Optimization of Production Systems submission deadline 31 Oct 2024 | 1 articles | Viewed by 3584 | Submission Open
Keywords: mathematical modeling; simulation; optimization; lean manufacturing; circular economy; big data and machine learning
(This special issue belongs to the Section Engineering Mathematics)
Queueing Systems Models and Their Applications submission deadline 31 Oct 2024 | 3 articles | Viewed by 3554 | Submission Open
Keywords: queueing model; Markov chain; loss probability; Laplace transform; non-homogeneous customers; non-identical servers; priority queue; queues with vacations; summary volume; simulation methods
(This special issue belongs to the Section Computational and Applied Mathematics)
Multi-attribute Decision Making and Intelligent Computing in Smart Governance
edited by Liguo Fei
submission deadline 31 Oct 2024 | 3 articles | Viewed by 3104 | Submission Open
Keywords: multi-attribute decision-making method in a linguistic environment; multi-attribute decision-making method in a fuzzy environment; multi-attribute decision-making method based on the Dempster– Shafer theory; multi-attribute decision-making method in a probabilistic environment; applications of multi-attribute decision making and intelligent computing methodologies in multi-sensor information fusion; applications of multi-attribute decision making and intelligent computing methodologies in risk decisions; applications of multi-attribute decision making and intelligent computing methodologies in smart cities; applications of multi-attribute decision making and intelligent computing methodologies in emergency management; applications of multi-attribute decision making and intelligent computing methodologies in disaster prevention and reduction; applications of multi-attribute decision making and intelligent computing methodologies in digital governance
(This special issue belongs to the Section Fuzzy Sets, Systems and Decision Making)
System Modeling, Control Theory, and Their Applications
edited by Jorge A. Brizuela-Mendoza, Oscar Susano Dalmau Cedeño, Cesar Humberto Guzman Valdivia and
submission deadline 31 Oct 2024 | 2 articles | Viewed by 3009 | Submission Open
Keywords: non-linear dynamical systems; non-linear control systems; linear parameter-varying systems; Takagi– Sugeno systems; dynamical system modeling
(This special issue belongs to the Section Computational and Applied Mathematics)
Mathematical Modeling and Simulation in Automatic Control submission deadline 31 Oct 2024 | 2 articles | Viewed by 3007 | Submission Open
Keywords: linear control; nonlinear control; fault diagnosis and tolerant control; control in power electronics; control in electromechanical and mechatronics systems; process control; embedded systems in control; modeling and simulation of mechanical structures; neural networks and artificial intelligence; fractional order modeling and control
(This special issue belongs to the Section Engineering Mathematics)
Recent Advances in Quantum Theory and Its Applications
edited by
submission deadline 31 Oct 2024 | 2 articles | Viewed by 2594 | Submission Open
Keywords: quantum information; quantum mechanics; quantum metrology; qubits; quantum optics; geometric phases; quantum gravity; quantum cosmology
(This special issue belongs to the Section Mathematical Physics)
Artificial Intelligence for Biomedical Image Processing and Data Analysis
edited by
submission deadline 31 Oct 2024 | 3 articles | Viewed by 2463 | Submission Open
Keywords: artificial intelligence; machine learning; data science; image processing; image segmentation; medical imaging; computer vision; biomedical engineering; healthcare technologies
(This special issue belongs to the Section Mathematics and Computer Science)
Quantum Computing and Networking submission deadline 31 Oct 2024 | 2 articles | Viewed by 2417 | Submission Open
Keywords: quantum algorithms; quantum annealing algorithms; quantum-inspired algorithms; distributed quantum algorithms; quantum machine learning; quantum neural networks; quantum key distribution; quantum network routing; quantum network communication; quantum network protocol designs; quantum Internet of Things (QIoT)
(This special issue belongs to the Section Mathematics and Computer Science)
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