Mathematics

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

edited by

submission deadline 31 May 2026 | Viewed by 121 | 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 Foundations and Optimization Techniques for Large Language Models

edited by Hao Chen and

Yinlong Liu

submission deadline 31 May 2026 | Viewed by 119 | 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)

Applications of Artificial Intelligence and Natural Language Processing

edited by

Maaz Amjad

submission deadline 31 May 2026 | Viewed by 117 | Submission Open

Keywords: artificial intelligence; machine learning; deep learning; neural networks; natural language processing; health informatics; AI for social good; data for good

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

Algorithmic Design for Control of Robotic Systems

edited by

Jessica S. Ortiz

,

Guillermo Palacios-Navarro

and

Christian Carvajal

submission deadline 31 May 2026 | Viewed by 117 | Submission Open

Keywords: computational intelligence; robotic control systems; fuzzy logic and neural networks; digital twin; machine learning in robotics; hardware-in-the-loop (HIL); adaptive and intelligent control; path planning and navigation; autonomous systems

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

Game Theory in Economics and Operations Research

edited by

Banafsheh Behzad

submission deadline 31 May 2026 | Viewed by 112 | Submission Open

Keywords: operations research; game theory; mathematical modeling

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

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

edited by Guangyin Jin and

Zezhi Shao

submission deadline 31 May 2026 | Viewed by 107 | 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)

Mathematical and Computing Sciences for Artificial Intelligence, 2nd Edition

edited by Chong-Zhi Gao

submission deadline 31 May 2026 | Viewed by 106 | 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)

Computational Methods in Wireless Communications with Applications

edited by

Peng Qin

submission deadline 31 May 2026 | Viewed by 105 | 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)

New Challenges in Statistical Analysis and Multivariate Data Analysis

edited by Sungsu Kim and

Chi Seng Pun

submission deadline 31 May 2026 | Viewed by 93 | Submission Open

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

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

Machine Learning for Dynamics and Control Advancement in Engineering Applications

edited by Ye Zhuang

submission deadline 31 May 2026 | Viewed by 87 | 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)

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 84 | Submission Open

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

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

Optimization Models and Algorithms in Data Science, 2nd Edition

edited by

Ming Yang

submission deadline 31 May 2026 | Viewed by 81 | 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)

Applied Mathematical Modeling in Supply Chain Networks and Manufacturing Systems

edited by

Kasin Ransikarbum

submission deadline 31 May 2026 | Viewed by 70 | 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)

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

edited by

Yaman Roumani

submission deadline 31 May 2026 | Viewed by 65 | 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)

Implementation and Performance of Artificial Intelligence Systems

edited by Gaetan Hains and

Lenore Mullin

submission deadline 31 May 2026 | Viewed by 64 | 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)

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 64 | 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)

Advances in Numerical Mathematics for High-Performance Computing in the Exascale Era

edited by Luisa Carracciuolo,

Giuliano Laccetti

and

Marco Lapegna

submission deadline 1 Jun 2026 | 2 articles | Viewed by 2338 | Submission Open

Keywords: mathematical models (particle-based versus continuum representations; scale-bridging models; etc.); discretization algorithms (high-order discretizations; parallel-in-time discretizations; etc.); solution algorithms (communication avoiding algorithms; multiple-precision algorithms; resilient algorithms; etc.); error analysis and uncertainty quantification; efficient and effective parallel numerical software for many cores and heterogeneous computing systems

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

Computational Mathematics in Data Science and Business Intelligence

edited by Liang Xun and Wei Wang

submission deadline 1 Jun 2026 | Viewed by 350 | 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 19864 | Submission Open

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

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

Artificial and Computational Intelligence Innovations in Symbolic and Soft Computing for Theoretical and Applied Science

edited by

Ryszard Walentyński

and

Rafal Brociek

submission deadline 10 Jun 2026 | Viewed by 272 | Submission Open

Keywords: symbolic and soft computations; computational intelligence; uncertain data; mathematical methods; algorithms; mathematical modeling; inverse problems; numerical methods; optimization; large language models; generative AI

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

Statistical Machine Learning and Bayesian Methods with Applications

edited by Mélodie Monod and

Serena Doria

submission deadline 10 Jun 2026 | Viewed by 129 | 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 16305 | 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)

Artificial Intelligence and Intelligent Signal Processing in Precision Measurement

edited by

Ming Yang

and

Ying Wang

submission deadline 14 Jun 2026 | 2 articles | Viewed by 711 | 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)

Mathematics in Formal Methods and Model Checking

edited by Yehia Abd Alrahman

submission deadline 14 Jun 2026 | Viewed by 375 | Submission Open

Keywords: formal methods; model checking; automated reasoning

(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 | 1 articles | Viewed by 322 | 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)

Computational Intelligence for Social Media Data Mining and Knowledge Discovery

edited by

Zheng Xu

submission deadline 14 Jun 2026 | Viewed by 133 | 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 120 | 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)

Multimodal Vision: Mathematical Foundations, Models, and Applications

edited by

Xueping Wang

submission deadline 14 Jun 2026 | Viewed by 72 | 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)

Artificial Intelligence and Mathematical Models in Robotics

edited by Mirko Raković

submission deadline 14 Jun 2026 | Viewed by 71 | Submission Open

Keywords: artificial intelligence; mathematical models; robotics

(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 311 | 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 112 | 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 84 | 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 77 | 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)

Control Theory and Applications, 3rd Edition

edited by

Mihail Ioan Abrudean

and

Vlad Muresan

submission deadline 15 Jun 2026 | Viewed by 53 | 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)

Dynamic Model and Analysis of Biology and Epidemiology

edited by

Xinzhu Meng

and

Tongqian Zhang

submission deadline 15 Jun 2026 | Viewed by 50 | 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)

Advances in Business Intelligence: Theoretical and Empirical Issues

edited by

Basilis Boutsinas

submission deadline 20 Jun 2026 | 6 articles | Viewed by 54823 | 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 10439 | 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 5763 | 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 371 | 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)

Intelligent Scheduling and Optimization in Smart Manufacturing

edited by Ziyan Zhao

submission deadline 20 Jun 2026 | 1 articles | Viewed by 359 | 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)

Theory and Applications of Fractional Models

edited by

Andrey Zahariev

and

Hristo Kiskinov

submission deadline 20 Jun 2026 | Viewed by 312 | 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)

Distributed Control and Mathematical Modeling with Applications

edited by

Haotian Xu

and Yichen Li

submission deadline 20 Jun 2026 | Viewed by 130 | 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 80 | 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)

Data-Driven Decentralized Learning for Future Communication Networks

edited by

Chuanting Zhang

and

Shuping Dang

submission deadline 30 Jun 2026 | 6 articles | Viewed by 17812 | 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)

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 16845 | 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)

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 9337 | 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 8272 | 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)

Optimization Theory, Algorithms and Applications

edited by Nataliya I. Kalashnykova

submission deadline 30 Jun 2026 | 5 articles | Viewed by 8176 | 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)

Stochastic Models in Mathematical Biology, 2nd Edition

edited by

Ivo Siekmann

submission deadline 30 Jun 2026 | 4 articles | Viewed by 7997 | 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)

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 7595 | 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)

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