Mathematics

Deep Representation Learning for Social Network Analysis

edited by Qiang He and

submission deadline 30 Apr 2026 | 3 articles | Viewed by 4436 | Submission Open

Keywords: social network structure analysis; the influence of users’ social network nodes; community discovery; dynamic social network analysis; user behavior; link prediction; social recommendation systems; information dissemination in social networks; anomaly detection; social network data mining; predicting future development trends in social network data; node-embedded learning; influence maximization; infectious disease analysis; malicious rumor control; rumor detection; healthcare applications; machine learning

(This special issue belongs to the Section E: Applied Mathematics)

Mathematical Applications in Mechanical and Civil Engineering

edited by

Enrique Castro

,

Manuel Conesa

,

Gonzalo García Ros

and

Juan Francisco Sánchez-Pérez

submission deadline 30 Apr 2026 | 3 articles | Viewed by 4165 | Submission Open

Keywords: optimization; computational and numerical methods; signal processing; machine learning; mathematical modeling; control; engineering problems; dimensional analysis

(This special issue belongs to the Section E2: Control Theory and Mechanics)

Statistics: Theories and Applications

edited by

Jiancheng Jiang

, Shaoyu Li and

Niansheng Tang

submission deadline 30 Apr 2026 | 6 articles | Viewed by 3767 | Submission Open

Keywords: Bayesian statistics; distributed computing; variable selection; nonparametric smoothing; financial time series analysis; analysis of genetics data; high-dimensional data; AI-assisted model validation

(This special issue belongs to the Section D1: Probability and Statistics)

Statistics for High-Dimensional Data

edited by

Andreas Artemiou

submission deadline 30 Apr 2026 | 2 articles | Viewed by 3733 | Submission Open

Keywords: high dimension; large p small n; low sample high dimensional setting; dimension reduction; variable selection

(This special issue belongs to the Section D1: Probability and Statistics)

Computational Intelligence in Addressing Data Heterogeneity

edited by

Haifeng Wang

submission deadline 30 Apr 2026 | 3 articles | Viewed by 3726 | Submission Open

Keywords: robust machine learning; robust optimization; curse of dimensionality; uncertainty quantification

(This special issue belongs to the Section E: Applied Mathematics)

Mathematical Models in Information Security and Cryptography

edited by Jiangang Shu, Yong Ding and Haining Yu

submission deadline 30 Apr 2026 | 2 articles | Viewed by 3466 | Submission Open

Keywords: information security; cryptography; mathematical models; security and privacy; privacy-enhancing technologies

(This special issue belongs to the Section E1: Mathematics and Computer Science)

Sequential Sampling Methods for Statistical Inference

edited by Jun Hu and

Takeshi Emura

submission deadline 30 Apr 2026 | 4 articles | Viewed by 3418 | Submission Open

Keywords: sequential sampling methods; statistical inference; point estimation; interval estimation; hypothesis testing; change-point detection; multi-armed bandits

(This special issue belongs to the Section D1: Probability and Statistics)

Recent Advances of Neural Network Optimization and Algorithms in Deep Learning

edited by Yang Liu

submission deadline 30 Apr 2026 | 2 articles | Viewed by 3417 | Submission Open

Keywords: neural networks; optimizer; regularization; distributed learning; reinforcement learning

(This special issue belongs to the Section E: Applied Mathematics)

Applied Mathematics in Machine Learning and Cloud Computing: Foundations and Applications

edited by Yu Liang

submission deadline 30 Apr 2026 | 2 articles | Viewed by 3131 | Submission Open

Keywords: optimization; probabilistic modeling; information theory; graph theory and network analysis; cryptography and security; linear algebra and tensor analysis; quantum computing; dynamic system; numerical methods; computational geometry

(This special issue belongs to the Section E1: Mathematics and Computer Science)

Artificial Intelligence and Data Science, 2nd Edition

edited by

Shuo Yu

and

Feng Xia

submission deadline 30 Apr 2026 | 4 articles | Viewed by 2591 | Submission Open

Keywords: intelligent computing such as auto machine learning; lifelong learning; etc.; complexity theory; high-performance computing; big data technologies and applications

(This special issue belongs to the Section E1: Mathematics and Computer Science)

Research Progress of Probability Statistics

edited by Wanyang Dai

submission deadline 30 Apr 2026 | 2 articles | Viewed by 2442 | Submission Open

Keywords: probability; statistics; stochastics

(This special issue belongs to the Section D1: Probability and Statistics)

Process Control and Automatic Control of Nonlinear Systems

edited by

Abraham Efraim Rodriguez Mata

submission deadline 30 Apr 2026 | Viewed by 2422 | Submission Open

Keywords: nonlinear control theory; robust linear control; sliding mode control; fractional-order systems; high-gain observers; robust and adaptive controllers; intelligent and learning-based control; control of biological systems; autonomous vehicle control; machine vision and tracking; process modeling and system identification

(This special issue belongs to the Section E2: Control Theory and Mechanics)

Advances in Machine Learning and Deep Learning: Innovations and Applications

edited by

Dongping Zhu

submission deadline 30 Apr 2026 | 3 articles | Viewed by 2255 | Submission Open

Keywords: machine learning algorithms; deep learning architectures; artificial intelligence applications; neural networks; supervised learning; unsupervised learning; reinforcement learning; computer vision; natural language processing; speech recognition; data mining techniques; model optimization; big data analytics; explainable AI

(This special issue belongs to the Section E1: Mathematics and Computer Science)

Fuzzy Convex Structures and Some Related Topics, 2nd Edition

edited by

Fu-Gui Shi

and

Bin Pang

submission deadline 30 Apr 2026 | 2 articles | Viewed by 2212 | Submission Open

Keywords: fuzzy convex structures; fuzzy topology; fuzzy metric; fuzzy algebra; fuzzy order; fuzzy matroid; fuzzy game; fuzzy graphs; fuzzy rough set; fuzzy clustering; fuzzy data envelope

(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)

Computational Approaches in Computer Science: Methods, Algorithms, and Applications

edited by

Oded Margalit

submission deadline 30 Apr 2026 | 2 articles | Viewed by 1693 | Submission Open

Keywords: artificial intelligence (AI); machine learning; computational complexity; optimization; data structures; computational mathematics; formal methods; testing methods; high-performance computing (HPC)

(This special issue belongs to the Section E1: Mathematics and Computer Science)

Mathematical Optimization in Machine Learning, Computer Vision, and Data Mining, 2nd Edition

edited by

Valsamis Ntouskos

submission deadline 30 Apr 2026 | 1 articles | Viewed by 1496 | Submission Open

Keywords: mathematical optimization; machine learning; computer vision; image restoration; image enhancement; pattern recognition; data mining; convergence rate; theoretical bounds; time complexity; execution time; memory consumption; algorithm performance; domain-specific problems

(This special issue belongs to the Section E1: Mathematics and Computer Science)

Mathematical Models and Methods in Computational Social Science

edited by Ye Wu, Lin Zhang and Xiaofan Liu

submission deadline 30 Apr 2026 | 1 articles | Viewed by 1295 | Submission Open

Keywords: computational methods; social robots; agent-based modeling; social network analysis; mathematical modeling; complex systems; big data analytics; opinion dynamics; quantitative social science

(This special issue belongs to the Section E1: Mathematics and Computer Science)

Mathematics for Algebraic Coding Theory and Cryptography

edited by

Mariana I. Durcheva

submission deadline 30 Apr 2026 | 2 articles | Viewed by 1050 | Submission Open

Keywords: algebraic coding theory; error-correcting codes; public-key cryptography; symmetric-key cryptography; post-quantum algebraic cryptography; secure communication; computational complexity in cryptography

(This special issue belongs to the Section A: Algebra and Logic)

Advanced Optimization Algorithms in the Era of Machine Learning

edited by Francesco Alesiani

submission deadline 30 Apr 2026 | 1 articles | Viewed by 1038 | Submission Open

Keywords: optimization for machine learning; gradient estimation for continuous– discrete programming; efficient algorithms for optimal transport optimization; diffusion models and normalizing flows; optimization algorithms for discrete and combinatorial optimization; optimization algorithms for bilevel optimization; optimization algorithms of Bayesian learning; physic inspired optimization and learning methods

(This special issue belongs to the Section E1: Mathematics and Computer Science)

Applied Mathematics and Optimization Methods in Transport Planning and Management

edited by Jie Liu, Yue Xie and Xin Wu

submission deadline 30 Apr 2026 | 2 articles | Viewed by 981 | Submission Open

Keywords: transportation planning; transportation management; transportation optimization; algorithm design

(This special issue belongs to the Section E2: Control Theory and Mechanics)

Advances in Biological Systems with Mathematics

edited by

Myriam Cilla Hernandez

and Carlos Borau Zamora

submission deadline 30 Apr 2026 | 1 articles | Viewed by 933 | Submission Open

Keywords: computational biomechanics; cell mechanics; numerical modeling of medical devices; patient-specific-based numerical models; finite element method; diffusion models in the tissue engineering; constitutive models; numerical methods in the biomedical engineering; numerical algorithms and imaging techniques; machine learning techniques

(This special issue belongs to the Section E3: Mathematical Biology)

Mathematical Analysis: Theory, Methods and Applications

edited by Eric Stachura and Timothy E. Faver

submission deadline 30 Apr 2026 | 1 articles | Viewed by 925 | Submission Open

Keywords: analysis; partial differential equations; functional analysis; calculus of variations; applied mathematics

(This special issue belongs to the Section E: Applied Mathematics)

Numerical Methods for Differential Equations and Related Inverse Problems

edited by He Yang

submission deadline 30 Apr 2026 | 1 articles | Viewed by 904 | Submission Open

Keywords: finite difference methods; finite element methods; discontinuous Galerkin methods; meshfree methods; method of particular solutions; partial differential equations; fractional differential equations; integro-differential equations; machine learning-based PDE solver; inverse problems

(This special issue belongs to the Section C1: Difference and Differential Equations)

Optimization Algorithms, Distributed Computing and Intelligence

edited by Qi Meng

submission deadline 30 Apr 2026 | 1 articles | Viewed by 772 | Submission Open

Keywords: non-convex optimization; optimization algorithms in deep learning; implicit bias; large-scale optimization; stochastic methods in optimization

(This special issue belongs to the Section E: Applied Mathematics)

Computational Intelligence in Real-World Optimization Problems: From Theory to Practice

edited by Yoel Tenne

submission deadline 30 Apr 2026 | 1 articles | Viewed by 665 | Submission Open

Keywords: applied optimization; big data; computational intelligence; data mining; fuzzy logic; informatics; modelling and simulations; neural networks; real-world applications

(This special issue belongs to the Section E1: Mathematics and Computer Science)

Fluid Mechanics, Numerical Analysis, and Dynamical Systems

edited by

Angela Bašić-Šiško

and

Ivan Dražić

submission deadline 30 Apr 2026 | 1 articles | Viewed by 613 | Submission Open

Keywords: fluid mechanics; numerical method; dynamic system; novel flow models; fluid– structure interaction; multiphase flows

(This special issue belongs to the Section E: Applied Mathematics)

Structural Networks for Image Application

edited by Chunwei Tian, Shuai Wu,

Jian-Fang Hu

, Yinbo Yu and Xin Wang

submission deadline 30 Apr 2026 | 1 articles | Viewed by 578 | Submission Open

Keywords: deep learning; ; deep networks; image processing; optimization methods; statistical methods

(This special issue belongs to the Section E1: Mathematics and Computer Science)

Mathematical Methods for Signal Analysis

edited by

Miloš Milovanović

and

Nicoletta Saulig

submission deadline 30 Apr 2026 | Viewed by 551 | Submission Open

Keywords: mathematical modeling in life sciences; biomedical signal processing; genomic signal processing; imaging and optical signal processing; sensory systems; biological visual systems; psychophysical analysis of sensory perception

(This special issue belongs to the Section E3: Mathematical Biology)

Computational Perspectives on Artificial Intelligence Drive in Medical Decision-Making

edited by

Sorana D. Bolboacă

and Sebastian Stefaniga

submission deadline 30 Apr 2026 | 1 articles | Viewed by 545 | Submission Open

Keywords: AI-driven healthcare systems; machine learning for medical diagnosis and prognosis; ethics and explainability in AI healthcare

(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)

Algorithms, Models and Proofs: Advancing Scalability, Sustainability and Security in Large-Scale Computation and Cryptography

edited by

Yu Guo

and Haodi Wang

submission deadline 30 Apr 2026 | 1 articles | Viewed by 475 | Submission Open

Keywords: distributed training frameworks; parallel cryptographic computation; efficient model serving; energy-efficient architecture design; low-impact and lightweight cryptography; privacy-preserving llms; post-quantum cryptography; adversarial robustness; algorithmic foundations and modeling; secure multi-party learning; zero-knowledge proofs in AI; hardware-accelerated security; scalable key management; neural architecture search for scalable models

(This special issue belongs to the Section E: Applied Mathematics)

Statistical Modeling and Analysis in Medical Research

edited by Lazarus K. Mramba and Qihui Yang

submission deadline 30 Apr 2026 | Viewed by 460 | Submission Open

Keywords: statistics; biostatistics; biometrics

(This special issue belongs to the Section D1: Probability and Statistics)

Artificial Intelligence Algorithms in Information Security and Cryptography

edited by Chengsheng Yuan and Zhihua Xia

submission deadline 30 Apr 2026 | 1 articles | Viewed by 420 | Submission Open

Keywords: artificial intelligence algorithms; information security; cryptography; malware detection; cryptographic key management; network intrusion detection; cryptographic algorithm design; cryptographic protocol design; biometric security; privacy-preserving AI; forensics; adversarial attack; network situational awareness

(This special issue belongs to the Section E1: Mathematics and Computer Science)

Recent Trends in Hamiltonian Systems

edited by Dan Offin

submission deadline 30 Apr 2026 | Viewed by 386 | Submission Open

Keywords: stability and bifurcations of periodic orbits; Conley– Zehnder index; homoclinic and heteroclinic phenomena; numerical simulation and discrete Hamiltonian systems; N-body systems; choreographies; Laplace resonant chains; integrable systems and normal forms; equivariant variational principle; free time minimizers; Hamilton– Jacobi equation; weak KAM solutions; Lagrangian submanifolds

(This special issue belongs to the Section E4: Mathematical Physics)

New Advances in Neural Networks and Applications

edited by

Xinwei Cao

, Ameer Tamoor Khan and

Predrag S. Stanimirović

submission deadline 30 Apr 2026 | Viewed by 337 | Submission Open

Keywords: neural networks; financial analytics; dynamic neural networks; bio-inspired optimization; artificial intelligence; autonomous systems; intelligent control; deep learning

(This special issue belongs to the Section E: Applied Mathematics)

Advances in Statistical Methods and Machine Learning for Medical and Genetic Epidemiology

edited by

Ayse Ulgen

submission deadline 30 Apr 2026 | Viewed by 321 | Submission Open

Keywords: machine learning; artificial intelligence; genetic epidemiology; causal inference; predictive modeling; big-data analytics; biostatistics; precision medicine

(This special issue belongs to the Section D1: Probability and Statistics)

Optimization, Modeling and Data Analytic Approaches in Network Coding

edited by

Hoover H. F. Yin

and

Hugo Wai Leung Mak

submission deadline 30 Apr 2026 | Viewed by 315 | Submission Open

Keywords: network coding; network communication; network computation and optimization; distributed storage information theory and numerical analysis; machine learning algorithms modeling in network coding; the application of network coding for smart city development; the enhancement of data transmission efficiency via models

(This special issue belongs to the Section E1: Mathematics and Computer Science)

Mathematical Methods in Computer Graphics and Image Processing

edited by Wanwan Li

submission deadline 30 Apr 2026 | Viewed by 289 | Submission Open

Keywords: realistic rendering; object recognition; image enhancement; procedural modeling; mathematical frameworks; differential geometry; numerical methods; optimization techniques; machine learning; computational algebra

(This special issue belongs to the Section E1: Mathematics and Computer Science)

Advancements in Application of Scientific Computing and Numerical Analysis

edited by Faranak Courtney-Pahlevani

submission deadline 30 Apr 2026 | Viewed by 260 | Submission Open

Keywords: numerical analysis; scientific computing; numerical algorithms; numerical methods in ODE and PDE; optimization; interpolation

(This special issue belongs to the Section E: Applied Mathematics)

Mathematical Methods in Parallel Computing and High-Performance Computing

edited by Rongchun Li

submission deadline 30 Apr 2026 | Viewed by 259 | Submission Open

Keywords: parallel computing; high-performance computing (HPC); mathematical algorithms; numerical methods; scalability; computational efficiency; data processing; scientific simulations; interdisciplinary collaboration; computational optimization

(This special issue belongs to the Section E1: Mathematics and Computer Science)

New Developments in Calculus of Variations

edited by

Zdzislaw E. Musielak

and Rupam Das

submission deadline 30 Apr 2026 | Viewed by 238 | Submission Open

Keywords: variational principles; Lagrangian formalism; standard; non-standard; and null Lagrangians; Lie groups and symmetries; conservation laws; classical and quantum dynamical systems; optimization methods

(This special issue belongs to the Section E4: Mathematical Physics)

Multi-Criteria Decision-Making and Operations Research

edited by

Shuping Wan

and

Jun Ye

submission deadline 30 Apr 2026 | 1 articles | Viewed by 203 | Submission Open

Keywords: fuzzy sets; soft sets; hesitant sets; neutrosophic sets; etc.; and their extensions/generalizations; decision making; multiple criteria decision making; operations research; group decision; fuzzy optimization; fuzzy mathematical programming model and method; fuzzy clustering analysis; fuzzy game theory; reasoning under uncertainty; aggregation operators; granular computing; fuzzy fractional integral aggregation; linguistic variables; artificial intelligence; soft computing; fuzzy set theory; deep learning; neutrosophic sets; neural networks; machine learning; expert systems; soft computing applications in medical sciences and bioinformatics; applications of fuzziness in artificial intelligence; economics; education; medicine; engineering; etc.

(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)

Advances in Applied Data Mining and Social Network Analysis

edited by

Yongli Li

and Tingxin Wen

submission deadline 30 Apr 2026 | Viewed by 178 | Submission Open

Keywords: applied data mining; social network analysis; complex networks; large language models; multimodal learning; FinTech; mining systems and engineering

(This special issue belongs to the Section E: Applied Mathematics)

Multimodal Deep Learning and Its Application in Healthcare

edited by

Xiaoshui Huang

submission deadline 30 Apr 2026 | Viewed by 127 | Submission Open

Keywords: multimodal learning; deep learning theory; foundation models; optimization; generalization; medical imaging; healthcare AI; mathematical modeling; biomedical data fusion; theoretical machine learning

(This special issue belongs to the Section E1: Mathematics and Computer Science)

Research on Mathematical Modeling and Prediction of Financial Risks

edited by Chao Liang

submission deadline 30 Apr 2026 | Viewed by 107 | Submission Open

Keywords: mathematics and economics; volatility forecasting analysis; advanced option pricing models; sentiment analysis and text mining; credit risk and portfolio optimization modeling; time series analysis combined with machine learning modeling; statistical inference: construction of financial models and derivation of their properties; interest rate modeling: new approaches to modeling the term structure of interest rates; incorporating market microstructure and macroeconomic factors; high-frequency data analysis: statistical and econometric methods for analyzing high-frequency financial data; capturing intraday patterns and market microstructure effects; numerical methods for financial models: development and implementation of efficient numerical methods for solving complex financial models; including finite difference methods; Monte Carlo simulations; and Fourier transform techniques

(This special issue belongs to the Section E5: Financial Mathematics)

Supply Chain Optimization and System Dynamics

edited by

Xuchuan Yuan

,

Ying Ji

and

Weidong Xu

submission deadline 30 Apr 2026 | Viewed by 98 | Submission Open

Keywords: supply chain optimization; application of complex systems theory in management; system dynamics and simulation

(This special issue belongs to the Section E: Applied Mathematics)

Advances in Chaos Theory and Applications

edited by Alfonso Delgado-Bonal and

Álvaro G. López

submission deadline 30 Apr 2026 | Viewed by 85 | Submission Open

Keywords: chaos theory; nonlinear dynamics; sensitivity to initial conditions; complex systems; walking droplets; quantum analogs; fluid dynamics; secure communications; neural networks; interdisciplinary applications

(This special issue belongs to the Section E: Applied Mathematics)

Game Theory and Decision Theory Analysis and Applications

edited by Zejian Zhou and Chao Jiang

submission deadline 30 Apr 2026 | Viewed by 81 | Submission Open

Keywords: game theory; decision theory; mechanism design; multi-agent systems; reinforcement learning; Bayesian decision models; strategic learning; stochastic modeling

(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)

Al-Driven Innovation in Healthcare: Mathematical Methods, Security, and Applications

edited by

Xujuan Zhou

, A. Alice Nithya and Michael Lane

submission deadline 30 Apr 2026 | Viewed by 80 | Submission Open

Keywords: artificial intelligence in healthcare; clinical decision support systems; computational drug discovery; generative AI and large language models (LLMs); explainable AI (XAI); deep learning for medical imaging; graph theory in medical applications; ; privacy-preserving machine learning; healthcare cybersecurity; mathematical modelling and optimisation; multimodal data fusion and visualisation mathematical modelling and optimisation techniques in AI-driven healthcare; applications of graph theory in medical diagnostics and predictive modelling; secure and privacy-preserving AI algorithms for health data analysis; generative AI and synthetic data generation in clinical and pharmaceutical research; explainable AI (XAI) methods with rigorous mathematical formulations; AI-based medical imaging and radiomics with a focus on interpretability; multimodal data fusion and visualisation using statistical and computational approaches; AI agents and autonomous decision-making systems in healthcare; robust machine learning algorithms for real-world clinical deployment; AI-enhanced cybersecurity frameworks for protecting healthcare infrastructure; AI for modelling climate– health interactions and environmental health impacts

(This special issue belongs to the Section E: Applied Mathematics)

Mathematical Foundations and Approaches to AI Governance in Computer Vision

edited by Jian Zhao,

, Zhaoxin Fan,

,

and

submission deadline 30 Apr 2026 | Viewed by 74 | Submission Open

Keywords: mathematical modeling; computer vision; optimization methods; probabilistic inference; explainable AI; formal verification; trustworthy machine learning; variational methods; geometry in deep learning

(This special issue belongs to the Section E: Applied Mathematics)

Fuzzy Decision-Making and Risk Analysis in Transportation and Supply Chain Systems

edited by

Nitidetch Koohathongsumrit

submission deadline 30 Apr 2026 | Viewed by 70 | Submission Open

Keywords: multiple criteria decision-making (MCDM); multiple attribute decision theory; decision analysis; single/hybrid MCDM methods; fuzzy MCDM methods; fuzzy set theory; fuzzy logic; transportation; distribution planning; optimization algorithm; soft computing in logistics research; supply chain/logistics management strategies and techniques; multimodal transportation; decision support system; expert system; supply chain performance management; modelling and simulation of logistics and supply systems; logistics and supply chain modelling; green supply chain; sustainability transportation systems

(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)

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