Mathematics

Optimization and Modeling in Spatio-Temporal Data Mining Using Graph Neural Networks

edited by Guangyin Jin and

submission deadline 31 May 2026 | Viewed by 98 | Submission Open

Keywords: spatio-temporal data mining; graph neural networks; dynamic graph modeling; spatio-temporal graph; geographic information systems

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

Recent Advances in Deep Learning Algorithms for Computer Vision and Image Analysis

edited by

Marcelo Rudek

submission deadline 31 May 2026 | Viewed by 95 | Submission Open

Keywords: deep neural networks; convolutional architectures; transformer-based vision models; object detection and tracking; image segmentation; image enhancement; 3D reconstruction; multimodal data fusion; explainable AI in vision systems; vision in virtual simulations and digital twins

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

Mathematical and Computing Sciences for Artificial Intelligence, 2nd Edition

edited by Chong-Zhi Gao

submission deadline 31 May 2026 | Viewed by 85 | Submission Open

Keywords: optimization algorithms and machine learning; probabilistic modeling and Bayesian inference in AI; reinforcement learning and control theory; adversarial attacks and defense in AI; game theory and AI decision; mathematical approaches to explainable AI; graph theory and network analysis for AI systems; natural language processing and computational linguistics; mathematical modeling for computer vision; the applications of AI in the field of medical sciences

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

New Challenges in Statistical Analysis and Multivariate Data Analysis

edited by Sungsu Kim and

Chi Seng Pun

submission deadline 31 May 2026 | Viewed by 85 | Submission Open

Keywords: multivariate data; machine learning; high-dimensional data

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

Game Theory in Economics and Operations Research

edited by

Banafsheh Behzad

submission deadline 31 May 2026 | Viewed by 82 | Submission Open

Keywords: operations research; game theory; mathematical modeling

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

Computational Methods in Wireless Communications with Applications

edited by

Peng Qin

submission deadline 31 May 2026 | Viewed by 81 | Submission Open

Keywords: mathematical modeling for wireless communication systems; power control and beamforming design; spectrum management and resource allocation; space– air– ground-integrated network planning; sensing; communication; and computing integration; secure; trustworthy; and privacy-preserving wireless communication design; non-convex optimization methods; stochastic geometry methods; distributed optimization methods; AI-driven optimization methods

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

Multi-Agent Dynamics Under Randomness: From MFGs to ML and Their Applications

edited by

Luca Di Persio

and

Viktorya Vardanyan

submission deadline 31 May 2026 | Viewed by 76 | Submission Open

Keywords: MFGs; stochastic dynamics; uncertainty; numerical schemes; artificial intelligence; machine learning

(This special issue belongs to the Section C2: Dynamical Systems)

Machine Learning for Dynamics and Control Advancement in Engineering Applications

edited by Ye Zhuang

submission deadline 31 May 2026 | Viewed by 75 | Submission Open

Keywords: machine learning; control theory; dynamical systems optimization; nonlinear dynamics; reinforcement learning; adaptive control; optimal control; physics-informed machine learning; intelligent control

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

Machine Learning and Time Series in Econometric Analysis

edited by Weining Wang

submission deadline 31 May 2026 | Viewed by 73 | Submission Open

Keywords: machine learning; statistics; time series; econometrics; forecasting

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

Optimization Models and Algorithms in Data Science, 2nd Edition

edited by

Ming Yang

submission deadline 31 May 2026 | Viewed by 69 | 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 E1: Mathematics and Computer Science)

Mathematical Foundations and Optimization Techniques for Large Language Models

edited by Hao Chen and

Yinlong Liu

submission deadline 31 May 2026 | Viewed by 67 | Submission Open

Keywords: large language models (LLMs); mathematical foundations of LLMs; optimization techniques for LLMs; multimodal LLMs; LLMs for recommendation systems; embodied AI and LLMs; LLM security and robustness

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

Advances in Time Series Methods for Information Security Risk Analysis and Risk Management

edited by

Yaman Roumani

submission deadline 31 May 2026 | Viewed by 56 | Submission Open

Keywords: time series analysis; temporal machine learning; probabilistic risk modeling; cybersecurity risk assessment; threat forecasting; quantitative risk analysis; adversarial behavior modeling; time-dependent anomaly detection; cyber risk prediction

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

Applied Mathematical Modeling in Supply Chain Networks and Manufacturing Systems

edited by

Kasin Ransikarbum

submission deadline 31 May 2026 | Viewed by 56 | Submission Open

Keywords: mathematical optimization; multi-criteria decision analysis; supply chain network design; manufacturing systems optimization; mathematical metaheuristics; decision support systems; supply chain analytics

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

Mathematical Modelling, Analysis, and Optimization for Engineering and Mechanics, 2nd Edition

edited by

Sotos C. Generalis

and

Philip Trevelyan

submission deadline 31 May 2026 | Viewed by 52 | Submission Open

Keywords: fluid dynamics; turbulence modeling; perturbation methods; nonlinear dynamics; Floquet analysis; bifurcation theory; hydrodynamic instabilities; mathematical modeling; nonlinear analysis; numerical methods; partial differential equations; Navier– Stokes systems

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

Implementation and Performance of Artificial Intelligence Systems

edited by Gaetan Hains and

Lenore Mullin

submission deadline 31 May 2026 | Viewed by 50 | Submission Open

Keywords: performance of AI and ML systems; embedded AI inference; energy consumption; green-IT; measuring; predicting and optimizing; quantization; algorithm complexity; static analysis and cost models; implementation and performance of artificial intelligence systems

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

Computational Mathematics in Data Science and Business Intelligence

edited by Liang Xun and Wei Wang

submission deadline 1 Jun 2026 | Viewed by 335 | Submission Open

Keywords: data science; business intelligence; mathematical method; data-driven; decision-making

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

New Advances in Data Analytics and Mining

edited by

Xibei Yang

submission deadline 9 Jun 2026 | 9 articles | Viewed by 18840 | Submission Open

Keywords: data mining; data analytics; granular computing; uncertainty analysis

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

Statistical Machine Learning and Bayesian Methods with Applications

edited by Mélodie Monod and

Serena Doria

submission deadline 10 Jun 2026 | Viewed by 98 | Submission Open

Keywords: Bayesian deep learning; probabilistic machine learning; statistical machine learning; interpretability and explainability; explainability; spatial statistics; survival analysis; application-driven learning

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

Mathematical Techniques and Artificial Intelligence in Image Processing

edited by

Juncheng Li

, Longguang Wang and Yingqian Wang

submission deadline 14 Jun 2026 | 4 articles | Viewed by 14669 | Submission Open

Keywords: artificial intelligence; image processing; computer vision; pattern recognition; deep learning; image recognition; image enhancement; image generation; image security

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

Mathematics in Formal Methods and Model Checking

edited by Yehia Abd Alrahman

submission deadline 14 Jun 2026 | Viewed by 329 | Submission Open

Keywords: formal methods; model checking; automated reasoning

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

Artificial Intelligence and Intelligent Signal Processing in Precision Measurement

edited by

Ming Yang

and

Ying Wang

submission deadline 14 Jun 2026 | 1 articles | Viewed by 306 | Submission Open

Keywords: neural network; deep learning; machine learning; expert system; computer application; intelligent signal processing; sensing measurement; reliable metrology; intelligent instrumentation

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

Computational Intelligence for Social Media Data Mining and Knowledge Discovery

edited by

Zheng Xu

submission deadline 14 Jun 2026 | Viewed by 101 | Submission Open

Keywords: social media; sentiment analysis; community detection; trend forecasting; modeling of user behavior

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

Multi-Objective Optimization Based on Artificial Intelligence and Evolutionary Algorithms

edited by Zhizhong Liu

submission deadline 14 Jun 2026 | Viewed by 88 | Submission Open

Keywords: multi-objective evolutionary algorithms (MOEAs); swarm intelligence; explainable AI in decision-making; constrained multi-objective optimization; high-dimensional Pareto fronts; data-driven surrogate modeling; robust optimization under uncertainty

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

Advanced Mathematical Methods for Machine Learning, Neural Networks, and Computer Vision

edited by Guodong Li

submission deadline 14 Jun 2026 | Viewed by 76 | Submission Open

Keywords: mathematical optimization; geometric deep learning; neural network analysis; robust AI design; machine learning theory; computer vision modeling

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

Artificial Intelligence and Mathematical Models in Robotics

edited by Mirko Raković

submission deadline 14 Jun 2026 | Viewed by 55 | Submission Open

Keywords: artificial intelligence; mathematical models; robotics

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

Multimodal Vision: Mathematical Foundations, Models, and Applications

edited by

Xueping Wang

submission deadline 14 Jun 2026 | Viewed by 49 | Submission Open

Keywords: multimodal learning; computer vision; deep learning; data fusion; cross-modal retrieval; sensor fusion; autonomous systems; medical imaging; neural networks; multimodal representation learning

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

Intelligent Control and Optimization in Manufacturing

edited by

Giulio Mattera

and

Silvestro Vespoli

submission deadline 15 Jun 2026 | Viewed by 297 | Submission Open

Keywords: machine learning in manufacturing; reinforcement learning in manufacturing; process monitoring and optimization; digital twin technology; energy-efficient manufacturing; path planning and resource optimization

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

Feature Papers in High Performance Tamper Resistant Heterogeneous Parallel Computing Infrastructures

edited by Justin Shi, Abdallah Khreishah and

Avinash Srinivasan

submission deadline 15 Jun 2026 | Viewed by 98 | Submission Open

Keywords: parallel computing; fault tolerance; performance optimization; open-source software; tamper resistance; cryptograph and blockchain

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

Computational Cryptography for Blockchain

edited by Yujue Wang

submission deadline 15 Jun 2026 | Viewed by 74 | Submission Open

Keywords: cryptography; privacy-enhancing technology; blockchain; authentication; consensus mechanism

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

Mathematical Modeling of Fault Detection and Diagnosis

edited by

Song Fu

submission deadline 15 Jun 2026 | Viewed by 60 | Submission Open

Keywords: artificial intelligence; fault detection; data imbalance; small samples; machine learning; statistical modeling; data augmentation; mathematical modeling; sensor fusion; industrial applications

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

Dynamic Model and Analysis of Biology and Epidemiology

edited by

Xinzhu Meng

and

Tongqian Zhang

submission deadline 15 Jun 2026 | Viewed by 39 | Submission Open

Keywords: population dynamics; epidemic dynamics; evolutionary dynamics; spatial dynamics; mathematical and computational modeling

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

Control Theory and Applications, 3rd Edition

edited by

Mihail Ioan Abrudean

and

Vlad Muresan

submission deadline 15 Jun 2026 | Viewed by 27 | 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 E2: Control Theory and Mechanics)

Advances in Business Intelligence: Theoretical and Empirical Issues

edited by

Basilis Boutsinas

submission deadline 20 Jun 2026 | 6 articles | Viewed by 52575 | Submission Open

Keywords: business intelligence; business analytics; big data; web analytics; business process; competitive intelligence

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

Machine Learning Applications in Image Processing and Computer Vision

edited by

Manuel G. Forero

submission deadline 20 Jun 2026 | 7 articles | Viewed by 8187 | Submission Open

Keywords: mathematical modeling; machine learning; image processing; computer vision; interpretability; explainable AI; medical imaging; synthetic image generation; feature extraction; anomaly detection

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

The Application of Deep Neural Networks in Image Processing

edited by

Dat Ngo

submission deadline 20 Jun 2026 | 6 articles | Viewed by 4894 | Submission Open

Keywords: image classification; object detection; semantic segmentation; image enhancement (e.g.; denoising; deblurring; contrast enhancement; sharpness enhancement); image restoration (e.g.; dehazing; deraining; desnowing; deweathering); edge inference of DNNs

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

Chaos Computing at AI Age

edited by

Mingwei Sun

,

Li Xiong

, Shijian Cang and

Hao Sun

submission deadline 20 Jun 2026 | Viewed by 356 | Submission Open

Keywords: machine learning and chaos; chaos and swarm intelligence; chaos in recurrent neural networks; chaos-based optimization algorithms; AI-based techniques in chaotic dynamics prediction; machine learning in chaos-based encryption algorithms; security enhancement for chaos- and AI-based encryption algorithms

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

Theory and Applications of Fractional Models

edited by

Andrey Zahariev

and

Hristo Kiskinov

submission deadline 20 Jun 2026 | Viewed by 279 | Submission Open

Keywords: fractional calculus; fractional integrals and derivatives; fractional differential equations; stability analysis

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

Intelligent Scheduling and Optimization in Smart Manufacturing

edited by Ziyan Zhao

submission deadline 20 Jun 2026 | Viewed by 141 | Submission Open

Keywords: smart manufacturing; intelligent algorithm; production scheduling; intelligent scheduling; data-driven scheduling; real-time scheduling; multi-objective optimization; optimization

(This special issue belongs to the Section D: Statistics and Operational Research)

Distributed Control and Mathematical Modeling with Applications

edited by

Haotian Xu

and Yichen Li

submission deadline 20 Jun 2026 | Viewed by 110 | Submission Open

Keywords: distributed control; distributed optimization; cyber-physical systems (CPS); mathematical modeling; distributed observers; distributed filters; large-scale systems; interconnected systems

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

Machine Learning for Bioinformatics Algorithms and Statistical Modeling

edited by

Cheng Liu

submission deadline 20 Jun 2026 | Viewed by 66 | Submission Open

Keywords: machine learning; bioinformatics; multi-view clustering; multi-omics data integration; spatial transcriptomics; graph learning; tensor and hypergraph methods; optimal transport; survival analysis; statistical modeling; regularization; Bayesian inference

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

Advanced Control of Complex Dynamical Systems and Robotics with Applications

edited by Gang Wang,

Chaoli Wang

and Qingdu Li

submission deadline 30 Jun 2026 | 8 articles | Viewed by 15178 | Submission Open

Keywords: modeling and control of robotics; machine learning algorithms; complex systems and stability analysis; distributed control of multiagent systems

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

Data-Driven Decentralized Learning for Future Communication Networks

edited by

Chuanting Zhang

and

Shuping Dang

submission deadline 30 Jun 2026 | 5 articles | Viewed by 14245 | Submission Open

Keywords: decentralized learning for wireless communications; cloud– edge– deivce collaborative learning; wireless traffic analysis and resource management; intelligent communications; large language models and their application in communication networks

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

Artificial Intelligence and Mathematical Models in Robotics and Automation

edited by Biao Lu and Minnan Piao

submission deadline 30 Jun 2026 | 4 articles | Viewed by 7908 | Submission Open

Keywords: artificial intelligence; mathematical models; robotics; automation; machine learning; control theory; perception and sensing; decision making; human– robot interaction; autonomous systems

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

Advanced Control Theory in Robot System

edited by

Francisco Rossomando

submission deadline 30 Jun 2026 | 2 articles | Viewed by 7870 | Submission Open

Keywords: mathematics problems in robot motion and trajectory control; adaptive control in robotics and mechatronic; IA applications in robot control; robot optimal control; robot stability and analysis of dynamics

(This special issue belongs to the Section C2: Dynamical Systems)

Stochastic Models in Mathematical Biology, 2nd Edition

edited by

Ivo Siekmann

submission deadline 30 Jun 2026 | 4 articles | Viewed by 7448 | Submission Open

Keywords: population dynamics; mathematical physiology; biophysics; signalling; Markov models; Markov decision processes; stochastic differential equations; branching processes; parametrisation of stochastic models; Bayesian analysis

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

Optimization Theory, Algorithms and Applications

edited by Nataliya I. Kalashnykova

submission deadline 30 Jun 2026 | 4 articles | Viewed by 7139 | Submission Open

Keywords: continuous; discrete; and combinatorial optimization; global optimization; multilevel and multi-objective optimization; exact; heuristic; and metaheuristic algorithms; convergence and complexity issues; optimization in operations research and machine learning; multidisciplinary applications of optimization and operations research

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

Advanced Computational Modeling and Optimization in Operations Research and Supply Chain Management

edited by Pedro Ivan Palominos

submission deadline 30 Jun 2026 | 3 articles | Viewed by 6355 | Submission Open

Keywords: optimization; mathematical modeling; operations research; operations management; logistics; computation; supply chain management; artificial intelligence

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

Reinforcement Learning in Edge Intelligence for Next-Generation Communications and Security

edited by Xiaozhen Lu

submission deadline 30 Jun 2026 | 4 articles | Viewed by 5328 | Submission Open

Keywords: reinforcement learning; edge intelligence architecture; next-generation communications; security and privacy; zero-trust architecture; federated learning-enabled edge intelligence; resource allocation and optimization

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

Innovative Approaches to Modeling Complex Systems

edited by

Stephan Peter

and

Bashar Ibrahim

submission deadline 30 Jun 2026 | 2 articles | Viewed by 4325 | Submission Open

Keywords: complex systems; nonlinear dynamics; chaos theory and fractals; dynamical systems and network theory; differential equations (including hybrid and unconventional forms); discovery science and knowledge discovery; transfer learning and adaptive models; context-driven approaches; data mining and information extraction; intuitive modeling approaches

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

Mathematical Methods for Image Processing and Computer Vision

edited by Rogelio Hasimoto-Beltran and Oscar Susano Dalmau Cedeño

submission deadline 30 Jun 2026 | 3 articles | Viewed by 3902 | Submission Open

Keywords: image processing; computer vision; mathematical morphology and topology; machine learning and deep learning

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

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