Mathematics

Mathematics Theory and Mathematical Methods for Deep Generative Artificial Intelligence

edited by Jianwei Liu

submission deadline 30 Nov 2024 | Viewed by 247 | Submission Open

Keywords: feature representation learning; exploring the existence and uniqueness for the optimal and most general representation of learning specific domain knowledge; formal description and theoretical verification of the complete learning; validation; and testing process for deep neural networks (including inputting external data; mini-batch training process; validation process; and testing process); mathematics theory and mathematical methods for self-supervise learning; mathematics theory and mathematical methods for zero-shot; one-shot; and few-shot learning; mathematics theory and mathematical methods for the diffusion model; mathematics theory and mathematical methods for causal reasoning; the intrinsic transfer mechanism for pre-training and the intrinsic distillation mechanism for large models; geometric methods for deep generative model; thermodynamic and statistical physical models for deep generative model

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

Recent Advances of Neural Network Optimization and Algorithms in Deep Learning

edited by Yang Liu

submission deadline 30 Nov 2024 | Viewed by 233 | Submission Open

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

(This special issue belongs to the Section Network Science)

Recent Advances in Computational Statistics, 2nd Edition

edited by Liucang Wu and

Min Wang

submission deadline 30 Nov 2024 | Viewed by 220 | Submission Open

Keywords: computational statistics; data analytics; statistical methodology TRANSLATE with x English Arabic Hebrew Polish Bulgarian Hindi Portuguese Catalan Hmong Daw Romanian Chinese Simplified Hungarian Russian Chinese Traditional Indonesian Slovak Czech Italian Slovenian Danish Japanese Spanish Dutch Klingon Swedish English Korean Thai Estonian Latvian Turkish Finnish Lithuanian Ukrainian French Malay Urdu German Maltese Vietnamese Greek Norwegian Welsh Haitian Creole Persian // TRANSLATE with COPY THE URL BELOW Back EMBED THE SNIPPET BELOW IN YOUR SITE Enable collaborative features and customize widget: Bing Webmaster Portal Back //

(This special issue belongs to the Section Computational and Applied Mathematics)

Mathematical and Computational Modelling in Biological and Applied Science Processes

edited by Giulia Spaletta and

Margherita Carletti

submission deadline 30 Nov 2024 | Viewed by 200 | Submission Open

Keywords: computational biology; computational mathematics; computational biostatistics; bioinformatics; omics data; big data; nonlinear dynamics; artificial intelligence; image processing; applied science; applied empirical science; applications; symbolic and numerical calculus

(This special issue belongs to the Section Mathematical Biology)

Advances in High-Dimensional Statistics

edited by Yuwen Gu

submission deadline 30 Nov 2024 | Viewed by 191 | Submission Open

Keywords: dimensionality reduction techniques; sparse and low-rank modeling; high-dimensional inference; high-dimensional variable selection; graphical models for high-dimensional data; Bayesian methods for high-dimensional problems; high-dimensional clustering and classification; nonparametric approaches for high-dimensional data; computational challenges and scalable algorithms; applications of high-dimensional statistics in various domains (e.g.; biology; economics; image analysis; etc.)

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

Advanced Control Theory in Robot System

edited by Francisco Rossomando

submission deadline 30 Nov 2024 | Viewed by 155 | 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 Dynamical Systems)

Mathematics in Advanced Reliability and Maintenance Modeling

edited by

Tadashi Dohi

, Junjun Zheng and

Xufeng Zhao

submission deadline 30 Nov 2024 | Viewed by 151 | Submission Open

Keywords: manufacturing system reliability; software reliability and testing; communication systems; reliability modeling human reliability; Bayesian reliability; fuzzy reliability; network reliability and optimization; safety and risk assessment; cybersecurity; security issues; internet reliability engineering; service and reliability; estimation and statistical testing; survival analysis; warranty analysis; resilience; computer systems dependability; design for six sigma; fault-tolerant computing; maintenance optimization; maintainability and availability; reliability physics; accelerated degradation testing; accelerated life testing; big data; data mining and analytics; diagnostics; condition monitoring; engineering asset management; machine health assessment; dynamic reliability analysis.

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

Mathematical and Computational Models of Cognition

edited by

Ronaldo Vigo

submission deadline 1 Dec 2024 | 5 articles | Viewed by 10674 | Submission Open

Keywords: Mathematical cognitive science; Cognitive modeling; Mathematical modeling; Cognitive science; Computational modeling; Metamodeling; Psychophysics; Mathematical psychology; Cognition; Perception; Concept learning; Categorization; Memory; Reasoning; Problem solving; Similarity assessment; Decision making; Attention

(This special issue belongs to the Section Engineering Mathematics)

Advances in Mathematical Cryptography and Information Security toward Industry 5.0

edited by

Cheng-Chi Lee

and

Dinh-Thuan Do

submission deadline 1 Dec 2024 | 7 articles | Viewed by 7286 | Submission Open

Keywords: cryptography; lightweight schemes; energy-efficient protocols; authentication; information security; forward secrecy; wireless sensor nodes; biometrics; machine learning; Internet of Things; blockchain technology; security and privacy; chaotic communications; artificial intelligence; Industry 5.0; wireless security systems; discrete logarithms; factorization algorithms; probability theory; collision algorithms; lattice-based cryptography; chaos-based cryptography

(This special issue belongs to the Section Engineering Mathematics)

Advanced Applications with Machine Learning Methods in Applied Statistics

edited by Xin Xing and Wenxuan Zhong

submission deadline 1 Dec 2024 | Viewed by 286 | Submission Open

Keywords: statistical methods; machine learning; uncertainty quantification; predictive accuracy

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

Artificial Intelligence and Network Security: Trends and Challenges

edited by

Roberto Doriguzzi-Corin

and Vera Rimmer

submission deadline 10 Dec 2024 | Viewed by 488 | Submission Open

(This special issue belongs to the Section Computational and Applied Mathematics)

Mathematical Modelling and Optimization for Sustainable Operations Management

edited by

Elias Olivares-Benitez

submission deadline 15 Dec 2024 | 6 articles | Viewed by 8906 | Submission Open

Keywords: mathematical programming; multicriteria optimization; dynamic programming and optimization; stochastic programming and optimization; game theory; sustainable operations research; green logistics and transportation

(This special issue belongs to the Section Engineering Mathematics)

Fuzzy Logic and Soft Computing—In Memory of Lotfi A. Zadeh

edited by

Sorin Nadaban

submission deadline 15 Dec 2024 | 4 articles | Viewed by 5927 | Submission Open

Keywords: fuzzy mathematics; soft computing; fuzzy logic; fuzzy sets theory; neuro-fuzzy applications

(This special issue belongs to the Section Fuzzy Sets, Systems and Decision Making)

Statistical Analysis and Data Science for Complex Data

edited by

Li-pang Chen

submission deadline 15 Dec 2024 | 5 articles | Viewed by 4997 | Submission Open

Keywords: algorithm; big data; high dimensionality; noisy data

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

Nonlinear Functional Analysis: Theory, Methods, and Applications

edited by Shiqing Zhang

submission deadline 15 Dec 2024 | 2 articles | Viewed by 1844 | Submission Open

Keywords: N-body problems; Ky Fan inequality; convex analysis; non-smooth analysis; variational methods

(This special issue belongs to the Section Computational and Applied Mathematics)

Rheological Studies, Mathematical Analysis, and Numerical Methods for Multiphase and Non-Newtonian Fluid Flows

edited by

Fayssal Benkhaldoun

and

Abderrahim Maazouz

submission deadline 15 Dec 2024 | 1 articles | Viewed by 813 | Submission Open

Keywords: rheological studies; mathematical analysis; numerical methods; multiphase flows; non-Newtonian fluids; fluid mechanics; computational fluid dynamics (CFD); finite volume schemes; interfacial dynamics; complex fluids; machine learning in fluid dynamics; high-performance computing; conservation laws; phase transition; viscosity models; industrial processes; theoretical modelling

(This special issue belongs to the Section Engineering Mathematics)

Current Topics in Geometric Function Theory

edited by

Nicoleta Breaz

submission deadline 20 Dec 2024 | 21 articles | Viewed by 20021 | Submission Open

Keywords: classes of analytic functions; univalent functions; differential subordination and superordination; operator-related problems; quantum calculus; fractional calculus; extremal problems; preserving class properties; coefficients estimates; GFT in real-life applications

(This special issue belongs to the Section Algebra, Geometry and Topology)

Big Data Mining and Analytics with Applications

edited by

Hongzhi Wang

and

Ye Chen

submission deadline 20 Dec 2024 | 9 articles | Viewed by 15056 | Submission Open

Keywords: big data; data analytics; statistical techniques; data fusion; data classification; data extraction; cluster analysis; data mining; machine learning; time series; social network analysis; big data applications

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

Numerical and Computational Methods in Structural Engineering and Mechanics

edited by

Joaquim Infante Barbosa

and

José Alberto Rodrigues

submission deadline 20 Dec 2024 | 7 articles | Viewed by 8476 | Submission Open

Keywords: structural engineering; mechanical problems; fluid-structure interactions; soil-structure interactions; structural reliability; mathematical modeling; numerical schemes; optimization; control methods; ordinary differential equations; partial differential equations

(This special issue belongs to the Section Engineering Mathematics)

Advanced Topics in Nonlinear Programming and Its Application in Robotic Control

edited by Ameer Hamza Khan

submission deadline 20 Dec 2024 | 2 articles | Viewed by 1431 | Submission Open

Keywords: nonlinear optimization; robotic control; optimal control

(This special issue belongs to the Section Computational and Applied Mathematics)

Wave Scattering and Differential Equations

edited by

Vassilios Sevroglou

submission deadline 20 Dec 2024 | 1 articles | Viewed by 1353 | Submission Open

Keywords: partial differential equations; stochastic partial differential equations; integral equations; boundary value problems; wave scattering; mathematical modeling

(This special issue belongs to the Section Computational and Applied Mathematics)

Mathematical and Numerical Methods in Biology and Engineering

edited by

Xianping Li

submission deadline 20 Dec 2024 | Viewed by 561 | Submission Open

(This special issue belongs to the Section Computational and Applied Mathematics)

Mathematics and Computer Science-Driven Innovations in Web3

edited by

Sergey Yablonsky

submission deadline 20 Dec 2024 | Viewed by 462 | Submission Open

Keywords: digital business; Web3; Web3 innovation; metaverse; digital platforms; digital transformation; digital assets; digital twins; Web3 management; Web3 metrics; Web3 maturity frameworks; cryptocurrencies; tokens; blockchain; augmented reality; virtual reality; mixed reality; IoT; artificial intelligence; AI

Quantum Computing for Industrial Applications

edited by

Jose L. Salmeron

submission deadline 25 Dec 2024 | 6 articles | Viewed by 17829 | Submission Open

Keywords: Quantum Computing; Quantum Machine Learning; Quantum optimisation; Quantum Programming Languages; Industrial Applications of Quantum Computing; Quantum computing in Healthcare; Quantum Algorithms; Complexity

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

Advanced Applications of Mathematical Modeling and Optimization in Logistics and Manufacturing

edited by Jose Antonio Marmolejo-Saucedo

submission deadline 28 Dec 2024 | 4 articles | Viewed by 2704 | Submission Open

Keywords: mathematical programming; deep neural network; stochastic optimization; combinatorial optimization; digital supply chain twins; optimization of supply chain; heuristics and metaheuristics; robust optimization; forecasting; machine learning; optimization applications; high-performance computing; green supply chain; packing problems optimization; fuzzy systems; discrete event simulation; dynamic systems

(This special issue belongs to the Section Computational and Applied Mathematics)

Mathematical Methods and Models of FinTech

edited by

Jim (Junmin) Shi

, Haibing Lu and

Aichih Chang

submission deadline 30 Dec 2024 | 2 articles | Viewed by 10398 | Submission Open

Keywords: blockchain technology and DeFi; P2P finance; investment in Metaverse; smart contract; cryptocurrency; data-driven financial modeling; portfolio management; risk mitigation and management

(This special issue belongs to the Section Financial Mathematics)

Hesitant Fuzzy Set and Its Variants for Multi-Attribute Decision-Making

edited by

Raghunathan Krishankumar

and

Samarjit Kar

submission deadline 30 Dec 2024 | 1 articles | Viewed by 2243 | Submission Open

(This special issue belongs to the Section Fuzzy Sets, Systems and Decision Making)

Advanced Artificial Intelligence and Mathematical Modeling for Risk and Resilience Problems in Infrastructures

edited by

Zhongkai Huang

and Jiayao Chen

submission deadline 30 Dec 2024 | Viewed by 393 | Submission Open

Keywords: infrastructure; artificial intelligence; mathematical modeling; reliability; risk; and resilience; earthquake; flood; fire; typhoon; surcharge; excavation; etc.; multiscale analysis; damage analysis and assessment; numerical modeling; risk assessment models; resilience assessment; machine learning; physics-informed neural network

(This special issue belongs to the Section Engineering Mathematics)

Artificial Intelligence Security

edited by Yang Li

submission deadline 30 Dec 2024 | Viewed by 238 | Submission Open

Keywords: adversarial attack; adversarial artificial intelligence; artificial intelligence security; adversarial defence; explainability; robustness

(This special issue belongs to the Section Computational and Applied Mathematics)

Computational Fluid Dynamics II

edited by

Mostafa Safdari Shadloo

,

Mohammad Mehdi Rashidi

and

Alessio Alexiadis

submission deadline 31 Dec 2024 | 25 articles | Viewed by 49488 | Submission Open

Keywords: Computational Fluid Dynamics (CFD); High Performance Computing (HPC); Parallel Computing; Three-Dimensional Modeling; Meshless Methods; Traditional CFD; Artificial Neural Network (ANN); Machine Learning (ML); Reduces Order Methods; Data-Driven Approaches; Multiphysic Phenomena; Boundary Condition; Mass and Energy Conservations

(This special issue belongs to the Section Dynamical Systems)

Fixed Point, Optimization, and Applications II

edited by

Mihai Postolache

,

Jen-Chih Yao

and

Yonghong Yao

submission deadline 31 Dec 2024 | 29 articles | Viewed by 45119 | Submission Open

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

Recent Trends in Convex Analysis and Mathematical Inequalities

edited by

Marius Radulescu

submission deadline 31 Dec 2024 | 25 articles | Viewed by 30290 | Submission Open

Keywords: Convex analysis; Convex optimization; Convex functions; Biconvex functions; Generalized convexity; Majorization theory; Schur convex functions; Jensen inequality; Hermite– Hadamard inequality; Weighted inequalities; Geometric inequalities; Variational inequalities; Equilibrium problems

(This special issue belongs to the Section Computational and Applied Mathematics)

Advances in Abstract Inequalities, Partial Functional Differential Equations and Their Applications

edited by

Calogero Vetro

and

Omar Bazighifan

submission deadline 31 Dec 2024 | 18 articles | Viewed by 28193 | Submission Open

Keywords: Functional; differential and difference inequalities; Functional and difference equations; ODE; PDE; Calculus of variations; Dynamical systems; Asymptotic analysis; Potential theory; Reduction and linearization techniques; Comparison methods; Differential models in engineering and physical sciences

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

General Metric Spaces: Usage and Applications in Statistics and Fixed Point Theory

edited by

Antonio Francisco Roldán López de Hierro

submission deadline 31 Dec 2024 | 12 articles | Viewed by 26297 | Submission Open

Keywords: Metric; Distance; Metric space; Fixed point; Regression analysis

(This special issue belongs to the Section Fuzzy Sets, Systems and Decision Making)

Advances in Business Intelligence: Theoretical and Empirical Issues

edited by

Basilis Boutsinas

submission deadline 31 Dec 2024 | 5 articles | Viewed by 26013 | Submission Open

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

(This special issue belongs to the Section Financial Mathematics)

Representation Learning for Computer Vision and Pattern Recognition

edited by

Guangwei Gao

,

Juncheng Li

and Zhi Li

submission deadline 31 Dec 2024 | 9 articles | Viewed by 18226 | Submission Open

Keywords: representation learning; computer vision; pattern recognition; metric learning and kernel learning; multi-view/multi-modal learning; robust representation and coding; domain transfer learning; learning under low-quality media data; efficient vision Transformer; deep learning and its applications

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

Transport Phenomena Equations: Modelling and Applications

edited by

Torcicollo Isabella

and

Carfora Maria Francesca

submission deadline 31 Dec 2024 | 8 articles | Viewed by 15912 | Submission Open

Keywords: Transport Phenomena; Heat Transfer; Mass Transfer; Molecular – microscopic - macroscopic models; Model identification

(This special issue belongs to the Section Mathematical Physics)

Analytic Methods in Number Theory and Allied Fields

edited by

Shigeru Kanemitsu

and

Antanas Laurincikas

submission deadline 31 Dec 2024 | 13 articles | Viewed by 15582 | Submission Open

Keywords: complex analysis; harmonic analysis; number theory; differential equations; algebraic elucidation of analytic expressions

(This special issue belongs to the Section Computational and Applied Mathematics)

Advanced Applications of Multi-criteria Decision-Making Methods in Operational Research

edited by

Marcio Basilio

,

Valdecy Pereira

and

Marcos Dos Santos

submission deadline 31 Dec 2024 | 8 articles | Viewed by 15201 | Submission Open

Keywords: operations research; artificial intelligence; multi-criteria decision-making; machine learning; fuzzy system; intuitionistic fuzzy numbers; preference involved decision making; uncertain involved decision making; linguistic aggregation fusion and decision making; group decision making; fuzzy rules-based decision making; data envelopment analysis; Latent Dirichlet Allocation; stochastic decision-making; probability distribution linguistic decision making; probability theory-based linguistic decision making; advanced mathematics-based linguistic decision making

(This special issue belongs to the Section Fuzzy Sets, Systems and Decision Making)

Complex Analysis and Geometric Function Theory, 2nd Edition

edited by

Teodor Bulboacă

submission deadline 31 Dec 2024 | 15 articles | Viewed by 15015 | Submission Open

Keywords: harmonic functions univalent functions meromorphic functions differential subordination and superordination; complex polynomials; special functions and its applications in geometric function theory; quantum calculus and its applications in geometric function theory; operators on function spaces; Nevanlinna theory; quasiconformal maps

(This special issue belongs to the Section Algebra, Geometry and Topology)

Advances in Dynamical System Modelling and Computer-Aided Design

edited by

Róbert Szabolcsi

and Péter Gáspár

submission deadline 31 Dec 2024 | 9 articles | Viewed by 14976 | Submission Open

Keywords: dynamical system; nonlinear systems; random systems; optimal control; robust control; LPV systems; model predictive control; stability; dynamic performances; transportation system engineering; vehicle engineering; advanced robotics; drones; UAV/UAS systems; aeronautical and aerospace engineering

(This special issue belongs to the Section Engineering Mathematics)

New Advances in High-Dimensional and Non-asymptotic Statistics

edited by

Huiming Zhang

and

Ting Yan

submission deadline 31 Dec 2024 | 9 articles | Viewed by 14365 | Submission Open

Keywords: oracle inequality and high-probability bounds; finite sample theory; small sample learning; concentration inequalities; exact confidence interval and test; non-asymptotic inference; uncertainty quantification and conformal inference

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

New Trends in Machine Learning and Medical Imaging and Applications

edited by

Hua Wang

and

Hongchang Gao

submission deadline 31 Dec 2024 | 4 articles | Viewed by 12715 | Submission Open

Keywords: machine learning; deep learning; data mining; federated learning; biomedical imaging; diagnostic imaging; radiology

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

Advances and Applications of Soft Computing

edited by

Michael Voskoglou

submission deadline 31 Dec 2024 | 10 articles | Viewed by 12602 | Submission Open

Keywords: probability; Bayesian reasoning; fuzzy sets and systems and their extensions/generalizations; fuzzy logic; fuzzy control; fuzzy graphs; intuitionistic fuzzy sets; neutrosophic sets; soft sets; rough sets; grey systems; artificial intelligence; intelligent systems; artificial neural networks; genetic algorithms; evolutionary computing; Industry 4.0; Internet of Things (IoT); cyber-physical systems; applications of soft computing to education

(This special issue belongs to the Section Fuzzy Sets, Systems and Decision Making)

Advanced Research in Data-Centric AI

edited by Kunpeng Liu,

Pengfei Wang

,

Yifeng Gao

and

Yanjie Fu

submission deadline 31 Dec 2024 | 7 articles | Viewed by 12545 | 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)

Numerical Simulation and Analysis in Applied Mechanics and Engineering

edited by

Kai Zhang

and

Piyang Liu

submission deadline 31 Dec 2024 | 7 articles | Viewed by 12298 | Submission Open

Keywords: new theories for numerical simulation; numerical simulation for complicated problems; machine learning applications in numerical simulation; reservoir characterization and modeling; pore- and reservoir-scale simulation studies; production optimization; future strategies of numerical simulation and machine learning

(This special issue belongs to the Section Computational and Applied Mathematics)

Mathematical Modelling and Machine Learning Methods for Bioinformatics and Data Science Applications, 2nd Edition

edited by

,

,

and

submission deadline 31 Dec 2024 | 6 articles | Viewed by 10264 | Submission Open

Keywords: Mathematical modeling; Numerical methods; Machine learning; Statistical techniques; Statistical learning; Data science; Bioinformatics; Medical image processing; Biosignal processing

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

Computational Mathematics and Numerical Analysis

edited by

M. Filomena Teodoro

and

Marina Alexandra Pedro Andrade

submission deadline 31 Dec 2024 | 11 articles | Viewed by 9901 | Submission Open

Keywords: mathematical modelling; numerical modelling; industrial mathematics; iterative methods; stability theory; approximation; discretization

(This special issue belongs to the Section Computational and Applied Mathematics)

Advances in Applied Mathematics, Mechanics and Engineering

edited by

Nicolae Dumitru

and

Adrian Sorin Rosca

submission deadline 31 Dec 2024 | 9 articles | Viewed by 9849 | Submission Open

Keywords: computational mechanics; kinematics; dynamics and control of mechanical systems; modeling and simulations in biomechanics; robotics and mechatronics; experimental mechanics; composite materials; algorithms; advanced methods for optimizing in mechanical engineering

(This special issue belongs to the Section Computational and Applied Mathematics)

Interpretable Models and Their Applications in Neural Computation and Statistical Learning

edited by

Jinwen Ma

submission deadline 31 Dec 2024 | 5 articles | Viewed by 8856 | Submission Open

Keywords: model interoperability; interpretable deep learning model; Gaussian process regression; mixture of gaussian process; automated model selection; Gaussian mixture learning

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

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