Algorithms

Algorithms for Smart Cities

edited by

, Ha Duy Long and

submission deadline 30 Sep 2023 | 7 articles | Viewed by 17458 | Submission Open

Keywords: artificial intelligence; city logistics; data analytics; e-governance; e-health; image recognition; internet of things; optimization methods; recommender systems; remote sensing; transportation networks

(This special issue belongs to the Section Evolutionary Algorithms and Machine Learning)

Reinforcement Learning and Its Applications in Modern Power and Energy Systems

edited by

Van-Hai Bui

,

Sina Zarrabian

and

Paul Kump

submission deadline 30 Sep 2023 | 4 articles | Viewed by 6609 | Submission Open

Keywords: artificial intelligence; building energy management systems; combined cooling; heat; and power systems; deep reinforcement learning; deep learning; distributed energy resources; distributed operation and control; double auction; game theory; energy management systems; machine learning algorithms; multi-agent reinforcement learning; microgrids; muti-energy system; multiagent system; optimization; optimal energy trading; smart grid

(This special issue belongs to the Section Evolutionary Algorithms and Machine Learning)

Machine Learning for Pattern Recognition

edited by

,

,

and

submission deadline 30 Sep 2023 | 6 articles | Viewed by 6354 | Submission Open

Keywords: intelligence artificial; machine learning; deep learning; neural network; biometrics; pattern recognition; image/video processing; speech recognition; computer vision

(This special issue belongs to the Section Evolutionary Algorithms and Machine Learning)

Digital Signal Processing Algorithms and Applications

edited by

Barry Cardiff

submission deadline 30 Sep 2023 | 2 articles | Viewed by 1475 | Submission Open

Keywords: algorithms; DSP; digitally assisted analog circuits; high-speed ADC; digital calibration; wireless transceiver; signal processing for bio-medical applications and machine learning at the edge

(This special issue belongs to the Section Algorithms for Multidisciplinary Applications)

Knowledge Representation and Reasoning

edited by

Giovanni Amendola

submission deadline 1 Oct 2023 | Viewed by 769 | Submission Open

Keywords: description logics; KRR and autonomous agents; KRR and cognitive robotics; KRR and cyber-security; KRR and education; KRR and game theory; KRR and machine learning; KRR and natural language understanding; KRR and the web; knowledge graphs; logic programming; modeling and reasoning about preferences; nonmonotonic reasoning; ontology-based reasoning; philosophical foundations of KRR; planning; qualitative reasoning; reasoning about actions; belief; change and causality; similarity-based reasoning; spatial and temporal reasoning; uncertainty; inconsistency and fuzzy reasoning

(This special issue belongs to the Section Analysis of Algorithms and Complexity Theory)

Optimization in Renewable Energy Systems

edited by

Cristina Requejo

and

Adelaide Cerveira

submission deadline 15 Oct 2023 | 4 articles | Viewed by 4972 | Submission Open

Keywords: renewable energy; virtual power plants; algorithm engineering; approximation algorithms; iterative methods and algorithms; performance and testing of algorithms; optimization; operational research; machine learning; mathematical programming; combinatorial optimization; discrete mathematics and graph theory; metaheuristics and matheuristics; modelling; networks; communication and data networks; uncertainty data; production planning; scheduling; transport; timetabling

(This special issue belongs to the Section Algorithms for Multidisciplinary Applications)

Deep Learning Techniques for Computer Security Problems

edited by

Yue Duan

submission deadline 15 Oct 2023 | 3 articles | Viewed by 3016 | Submission Open

Keywords: deep learning; deep neural networks; software security; network security; privacy; security measurement; reinforcement learning; graph embeddings

(This special issue belongs to the Section Evolutionary Algorithms and Machine Learning)

Machine Learning in Social Network Analytics

edited by

,

,

and

submission deadline 15 Oct 2023 | 1 articles | Viewed by 2367 | Submission Open

(This special issue belongs to the Section Combinatorial Optimization, Graph, and Network Algorithms)

Optimization for Vehicle Routing Problems

edited by

Antonio Polimeni

submission deadline 15 Oct 2023 | 1 articles | Viewed by 1815 | Submission Open

Keywords: vehicle routing problem; traveling salesman problem; exact algorithms; heuristics metaheuristics; bio-inspired algorithms; combinatorial optimization; multi-depot vehicle routing problem

(This special issue belongs to the Section Combinatorial Optimization, Graph, and Network Algorithms)

Machine Learning in Big Data Modeling

edited by

Okan Bulut

submission deadline 15 Oct 2023 | Viewed by 633 | Submission Open

Keywords: machine learning; deep learning; reinforcement learning; statistical learning; data mining; data science

(This special issue belongs to the Section Evolutionary Algorithms and Machine Learning)

2022 and 2023 Selected Papers from Algorithms Editorial Board Members

edited by

Frank Werner

submission deadline 30 Oct 2023 | 12 articles | Viewed by 8853 | Submission Open

Artificial Intelligence Techniques in Smart Grids

edited by

Pavlos Nikolaidis

submission deadline 30 Oct 2023 | Viewed by 350 | Submission Open

Keywords: advances in conventional generating models and hydrogen economy; renewable energy enhancement and intermittent resource capacity firming; emission cost analysis; computation and minimization; generation scheduling tasks under complex constraints and reliability uncertainties; generation; transmission and distribution automatic fault detection and restoration; predicting network equipment failures and device useful lifetime; Ev smart charging and v2g markets; energy storage assessment; planning; control and optimization; renewable sources and electric load forecasting; virtual power plant efficiency and smart microgrid configurations; residential systems autonomy and prosumer satisfaction; power systems stability and electric protection (communication and cyber-security)

(This special issue belongs to the Section Algorithms for Multidisciplinary Applications)

Optimization Algorithms in Logistics, Transportation, and SCM

edited by

,

,

and

submission deadline 31 Oct 2023 | 4 articles | Viewed by 2817 | Submission Open

(This special issue belongs to the Section Algorithms for Multidisciplinary Applications)

Deep Learning for Healthcare Applications and Analysis

edited by

Bharatendra Rai

and

S.A. Senthil Kumar

submission deadline 31 Oct 2023 | 1 articles | Viewed by 2326 | Submission Open

(This special issue belongs to the Section Evolutionary Algorithms and Machine Learning)

Artificial Intelligence for Medical Imaging

edited by

Christian Mata

,

Raul Benitez

and

Gilberto Ochoa-Ruiz

submission deadline 31 Oct 2023 | 1 articles | Viewed by 1057 | Submission Open

Keywords: artificial intelligence algorithms for computer-aided diagnosis; medical imaging and image analysis; deep learning and machine learning methods; segmentation and registration; data science for medical applications; dimensionality reduction and visualization techniques; explainability and interpretability; literature reviews based on artificial intelligence methods

(This special issue belongs to the Section Evolutionary Algorithms and Machine Learning)

Novel Heuristic Algorithms: Optimization and Applications

edited by

Elena Nechita

and Cosmin Tomozei

submission deadline 31 Oct 2023 | Viewed by 609 | Submission Open

(This special issue belongs to the Section Evolutionary Algorithms and Machine Learning)

AI and Algorithmic Approaches in Cross-Modal Multimedia Analysis and Retrieval for Insights into Well-Being

edited by

Minh-Son Dao

,

Vincent Nguyen

,

Michael Alexander Riegler

,

Duc Tien Dang Nguyen

and

Cathal Gurrin

submission deadline 1 Nov 2023 | Viewed by 362 | Submission Open

(This special issue belongs to the Section Algorithms for Multidisciplinary Applications)

Algorithms in Data Classification

edited by

Ioannis Tsoulos

submission deadline 15 Nov 2023 | 6 articles | Viewed by 8301 | Submission Open

Keywords: binary classification; multi-label classification; decision trees; neural networks; big data; bayes methods; K-NN methods; feature selection; machine learning; supervised learning

Recent Advances in Computational Intelligence for Path Planning

edited by

Yu-Huei Cheng

and

Che-Nan Kuo

submission deadline 15 Nov 2023 | Viewed by 372 | Submission Open

Keywords: obstacle avoidance problems; mobile robot navigation; multi-robot path planning; traffic engineering; packet-switched network; self-driving vehicles; vehicle routing; evolutionary algorithms; routing algorithms; approximation algorithms; complexity issues; energy-optimal path planning; reinforcement learning

(This special issue belongs to the Section Evolutionary Algorithms and Machine Learning)

Machine-Learning-Based Algorithms for IoT Security

edited by

Ismail Butun

and

Amar Amouri

submission deadline 15 Nov 2023 | Viewed by 310 | Submission Open

Algorithms for Communication Networks (2nd Edition)

edited by

Andras Farago

and

Héctor Migallón

submission deadline 15 Nov 2023 | Viewed by 97 | Submission Open

Keywords: network algorithms; network design; graph models and graph algorithms for networks; optimization for networks; network architecture

(This special issue belongs to the Section Algorithms for Multidisciplinary Applications)

Artificial Intelligence Algorithms for Healthcare

edited by

Dmytro Chumachenko

and

Sergiy Yakovlev

submission deadline 30 Nov 2023 | 6 articles | Viewed by 22062 | Submission Open

Keywords: digital health; digital therapeutics; digital twin; remote healthcare monitoring; personalized healthcare; personalized medicine; smart healthcare; medical imaging; telemedicine; medical data analysis; eHealth; smart health applications; remote health surveillance; data-driven monitoring; data-driven surveillance; health informatics; public health informatics; bioinformatics; computer-aided drug design; clinical data science; machine learning; big data; deep learning; artificial intelligence; agent-based simulation; multiagent system

(This special issue belongs to the Section Algorithms and Mathematical Models for Computer-Assisted Diagnostic Systems)

Supervised and Unsupervised Classification Algorithms (2nd Edition)

edited by

Mario Rosario Guarracino

,

Laura Antonelli

and

Pietro Hiram Guzzi

submission deadline 30 Nov 2023 | 3 articles | Viewed by 2450 | Submission Open

Keywords: supervised classification algorithms; clustering algorithms; network analysis; community extraction; data science; biological knowledge extraction

(This special issue belongs to the Section Algorithms for Multidisciplinary Applications)

Scheduling Theory and Algorithms for Sustainable Manufacturing

edited by

Alexandre Dolgui

, David Lemoine,

María I. Restrepo

and

Frank Werner

submission deadline 30 Nov 2023 | 1 articles | Viewed by 1685 | Submission Open

Keywords: combinatorial optimisation; planning and scheduling; graph theory; mathematical programming; decomposition approaches; approximation schemes; heuristics and metaheuristics; multicriteria optimisation

(This special issue belongs to the Section Combinatorial Optimization, Graph, and Network Algorithms)

Peak and Bad-Case Performance of Swarm and Evolutionary Optimization Algorithms

edited by

Nikola Ivković

and

Matej Črepinšek

submission deadline 30 Nov 2023 | Viewed by 381 | Submission Open

Keywords: evolutionary computation; swarm intelligence; natural computation; bioinspired optimization; metaheuristics; NP-hard; NPO; optimization; stochastic algorithms; soft computing; computational intelligence; peak performance; bad-case performance; probabilities in performance of stochastic algorithms; confidence intervals; multiple runs of swarm and evolutionary algorithms

(This special issue belongs to the Section Evolutionary Algorithms and Machine Learning)

Algorithms for Games AI

edited by

Wenxin Li

and

Haifeng Zhang

submission deadline 15 Dec 2023 | 6 articles | Viewed by 14907 | Submission Open

(This special issue belongs to the Section Algorithms for Multidisciplinary Applications)

Algorithms for Natural Computing Models

edited by

Luca Mariot

and

Luca Manzoni

submission deadline 15 Dec 2023 | 8 articles | Viewed by 9900 | Submission Open

Keywords: natural computing; evolutionary computation; cellular automata; bio-inspired computational models; unconventional computing; genetic algorithms; swarm intelligence; computational intelligence; neural networks; membrane computing; reaction systems

(This special issue belongs to the Section Algorithms and Mathematical Models for Computer-Assisted Diagnostic Systems)

Recent Advances in Algorithms for Computer Vision Applications

edited by

Guanqiu Qi

submission deadline 15 Dec 2023 | 2 articles | Viewed by 1730 | Submission Open

(This special issue belongs to the Section Combinatorial Optimization, Graph, and Network Algorithms)

Numerical Optimization in Honor of the 60th Birthday of Marko M. Mäkelä

edited by

Sona Taheri

, Kaisa Joki, Yury Nikulin and

Napsu Karmitsa

submission deadline 15 Dec 2023 | 1 articles | Viewed by 810 | Submission Open

Keywords: numerical optimization methods; nonsmooth optimization; nonconvex optimization; DC programming; mixed integer programming; global optimization

(This special issue belongs to the Section Algorithms for Multidisciplinary Applications)

Surveys in Algorithm Analysis and Complexity Theory, Part II

edited by

Jesper Jansson

submission deadline 15 Dec 2023 | Viewed by 595 | Submission Open

Keywords: algorithm analysis; modern data structures; computational complexity; fixed-parameter tractability; approximation algorithms; lower bounds; bioinformatics algorithms; computational geometry; parallel and distributed computing; quantum computing

(This special issue belongs to the Section Analysis of Algorithms and Complexity Theory)

Machine Learning Algorithms for Medical Image Processing

edited by Tahereh Hassanzadeh

submission deadline 15 Dec 2023 | Viewed by 376 | Submission Open

Keywords: machine learning; deep learning; medical imaging; medical image analysis; convolutional neural networks (CNNs); segmentation; classification; recognition; image registration; image fusion; image reconstruction; image enhancement; image synthesis; data augmentation

(This special issue belongs to the Section Evolutionary Algorithms and Machine Learning)

Algorithms for Network Analysis: Theory and Practice

edited by

Enrico Corradini

and

Domenico Ursino

submission deadline 20 Dec 2023 | Viewed by 382 | Submission Open

Keywords: development and application of new algorithms for network analysis; theoretical aspects of network analysis algorithms; machine learning and data mining techniques for network analysis; community detection and clustering in networks; influence and diffusion processes in networks; analysis of network dynamics; visualization of networks; privacy and security issues in (social) network analysis; real-world examples of the application of network analysis in various fields (e.g.; sociology; economics; biology; medicine; transport; etc.)

(This special issue belongs to the Section Combinatorial Optimization, Graph, and Network Algorithms)

String Algorithms and Applications

edited by

Dominik Köppl

and

Tatsuya Akutsu

submission deadline 30 Dec 2023 | Viewed by 348 | Submission Open

Keywords: string processing; text indexes; lossless data compression; applications of string algorithms; algorithm engineering on strings problems

(This special issue belongs to the Section Analysis of Algorithms and Complexity Theory)

Bio-Inspired Algorithms

edited by

Sándor Szénási

and

Gábor Kertész

submission deadline 31 Dec 2023 | 9 articles | Viewed by 15193 | Submission Open

Keywords: design and analysis of bio-inspired methods; application of bio-inspired methods; limitations of bio-inspired methods; ant colony optimization; particle swarm optimization; firefly algorithm; fireworks algorithm; bees algorithm; evolutionary algorithms; neural networks; deep learning; soft computing methods; nature-inspired heuristics

(This special issue belongs to the Section Evolutionary Algorithms and Machine Learning)

Artificial Intelligence for Fault Detection and Diagnosis

edited by

Ying Bi

, Mengjie Zhang,

Bing Xue

and

Bo Peng

submission deadline 31 Dec 2023 | 7 articles | Viewed by 14335 | Submission Open

(This special issue belongs to the Section Evolutionary Algorithms and Machine Learning)

Mathematical Modelling in Engineering and Human Behaviour

edited by

Alicia Cordero

and

Juan Ramón Torregrosa Sánchez

submission deadline 31 Dec 2023 | 2 articles | Viewed by 1906 | Submission Open

Keywords: mathematical models in epidemiology and medicine; mathematical models in engineering; applications of linear algebra; iterative methods for nonlinear problems; simulations in civil engineering and railway engineering; networks and applications; financial mathematics; uncertainty quantification and modelling; optimization; least squares and applications; machine learning and neuronal networks; mathematics for decision making

(This special issue belongs to the Section Algorithms and Mathematical Models for Computer-Assisted Diagnostic Systems)

Multiple Criteria Decision Making (MCDM) and Its Application in Managerial Industry Problems

edited by

Sarfaraz Hashemkhani Zolfani

submission deadline 31 Dec 2023 | 1 articles | Viewed by 1702 | Submission Open

Keywords: multiple-criteria decision making (MCDM); fuzzy set and neutrosophic fuzzy numbers; grey numbers; strategic decisions and technology foresight; prospective MADM; sustainability; Industry 4.0 and Industry 5.0; hybrid decision-making analysis; application of MCDM methods; intelligent decision support systems; uncertainty; rough set theory; production; supply chain management; and logistics; blockchain technology; circular economy

(This special issue belongs to the Section Algorithms for Multidisciplinary Applications)

Artificial Intelligence and Pattern Recognition Algorithm-Based Multimodal Data Analytics for Real-World Applications

edited by

Yugen Yi

, Shaojie Qiao and Jun Kong

submission deadline 31 Dec 2023 | 1 articles | Viewed by 1697 | Submission Open

Keywords: artificial intelligence; pattern recognition; multimodal fusion algorithms; multimodal learning algorithms; multimodal analysis algorithms

(This special issue belongs to the Section Evolutionary Algorithms and Machine Learning)

Numerical Optimization and Algorithms

edited by

Dunhui Xiao

and Shuai Li

submission deadline 31 Dec 2023 | 3 articles | Viewed by 1521 | Submission Open

Keywords: graph theory; optimization; algebra; uncertainty; data science; differential equations; probability and statistics; numerical algorithms

(This special issue belongs to the Section Algorithms for Multidisciplinary Applications)

Quantum Machine Learning algorithm and Large Language Model

edited by

Bharat Rawal

and

Gopal Chaudhary

submission deadline 31 Dec 2023 | 1 articles | Viewed by 985 | Submission Open

Keywords: quantum machine learning algorithm; artificial intelligence; machine learning algorithms; large language model

(This special issue belongs to the Section Evolutionary Algorithms and Machine Learning)

Machine Learning Algorithms for Distributed Autonomous Vehicles

edited by

Dadmehr Rahbari

submission deadline 31 Dec 2023 | 1 articles | Viewed by 918 | Submission Open

Keywords: cloud/edge/fog computing; autonomous vehicles; resource management; task scheduling; computation offloading; trusted and reliable cooperation; machine learning; resource allocation

(This special issue belongs to the Section Algorithms for Multidisciplinary Applications)

Biology-Inspired Algorithms and optimization

edited by

Liliya Demidova

submission deadline 31 Dec 2023 | Viewed by 597 | Submission Open

Keywords: bio-inspired and swarm intelligence; optimization techniques; decision making support; data mining; knowledge discovery; pattern recognition; machine learning; artificial neural networks

(This special issue belongs to the Section Evolutionary Algorithms and Machine Learning)

Artificial Intelligence-Based Algorithms in Wireless Sensor Networks

edited by

Chang Wu Yu

submission deadline 31 Dec 2023 | Viewed by 399 | Submission Open

Keywords: wireless sensor networks; AI-based algorithms including machine learning; genetic algorithms; clustering; decision trees; support vector machines; k-nearest neighbor; neural networks; fuzzy theory for wireless sensor networks; AI-based data structures for wireless sensor networks; AI-based protocols for wireless sensor networks; AI-based mathematic models for wireless sensor networks; AI-based optimization problems for wireless sensor networks; AI-based performance evaluation for wireless sensor networks; AI-based system design for wireless sensor networks; AI-based simulation tools for wireless sensor networks

(This special issue belongs to the Section Algorithms for Multidisciplinary Applications)

Algorithms for Virtual and Augmented Environments

edited by

Simone Fontana

,

Silvia Corchs

and

Aurora Saibene

submission deadline 31 Dec 2023 | Viewed by 364 | Submission Open

Keywords: applications of virtual and augmented reality environments; artificial intelligence algorithms for virtual and augmented reality; computer vision algorithms for virtual and augmented reality scenarios; interfaces for virtual and augmented reality; sensors for virtual and augmented reality

(This special issue belongs to the Section Algorithms for Multidisciplinary Applications)

Machine Learning Algorithms for Sensor Data and Image Understanding

edited by

Pintelas Panagiotis

and

Ioannis E. Livieris

submission deadline 31 Dec 2023 | Viewed by 317 | Submission Open

Keywords: ML-based algorithms for sensor data; explainable machine learning; ML applications in the IoT and smart sensors; geo-spatial AI/ML applications; 2D and 3D image processing; remote sensing applications; earth observation systems based on ML techniques; sensor based geoscience systems and applications; feature extraction from sensor data; interpretability and explainability issues vs AI/DM methods on sensory data; global and local explanation approaches; sensor data and image understanding; autoencoder models for sensor data processing; ML methods for sensing systems; AI and DM for smart systems and smart cities; surrogate models; AI/DM using sensing systems for medical; biomedical and other engineering domains; ethical issues in the application of ai/dm methods on sensory data

(This special issue belongs to the Section Evolutionary Algorithms and Machine Learning)

Intelligent Neural Systems for Solving Real Problems

edited by

Habib Shah

and

Danish Shehzad

submission deadline 31 Dec 2023 | Viewed by 264 | Submission Open

Keywords: neural networks; machine learning; deep learning; artificial intelligence (AI); cognitive functions; human brain; federated learning and malware analysis

Optimization Algorithms for Decision Support Systems

edited by

Mingchang Chih

submission deadline 15 Jan 2024 | 1 articles | Viewed by 1190 | Submission Open

Keywords: mathematical programming; soft computing algorithm; meta-heuristic algorithm; knowledge-based algorithm; machine learning algorithm; statistical methodologies; simulation optimization

(This special issue belongs to the Section Combinatorial Optimization, Graph, and Network Algorithms)

Meta-Heuristics and Machine Learning in Modelling, Developing and Optimising Complex Systems

edited by

Mehdi Neshat

and

Francisco Cuevas de la Rosa

submission deadline 15 Jan 2024 | Viewed by 537 | Submission Open

Keywords: complex systems; meta-heuristics; machine learning; deep learning; transfer learning; optimisation; evolutionary algorithms; swarm intelligence; genetic algorithms; mathematical optimization

(This special issue belongs to the Section Analysis of Algorithms and Complexity Theory)

Selected Papers from DLT 2023 and Words 2023

edited by

Robert Mercaș

, Anna Frid,

Frank Drewes

and

Mikhail V. Volkov

submission deadline 15 Jan 2024 | Viewed by 365 | Submission Open

Keywords: combinatorics on words (sequences of symbols) and its links to algorithms and algebra; dynamics and number theory; as well as its applications; grammars; acceptors; and transducers for words; trees; and graphs; algebraic theories of automata; algorithmic; combinatorial; and algebraic properties of words and languages; relations between formal languages and artificial neural networks; variable length codes; symbolic dynamics; cellular automata; groups and semigroups generated by automata; polyominoes and multidimensional patterns; decidability questions; image manipulation and compression; efficient text algorithms; relationships to cryptography; concurrency; complexity theory; and logic; bio-inspired computing; quantum computing

Wearable Technologies and Their Applications

edited by

Maryam Ravan

submission deadline 15 Jan 2024 | Viewed by 137 | Submission Open

Keywords: wearable sensors; flexible/stretchable electronics; smart textiles; wearable robotics; exoskeletons; implantable devices; rehabilitation and assistive technologies; Internet of things; human– computer interaction; data fusion and processing

(This special issue belongs to the Section Algorithms for Multidisciplinary Applications)

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