Special Issues

Algorithms runs special issues to create collections of papers on specific topics. The aim is to build a community of authors and readers to discuss the latest research and develop new ideas and research directions. Special Issues are led by Guest Editors who are experts in the subject and oversee the editorial process for papers. Papers published in a Special Issue will be collected together on a dedicated page of the journal website. For any inquiries related to a Special Issue, please contact the Editorial Office.

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Multiple Criteria Decision Making Algorithms in Engineering and Management submission deadline 31 May 2022 | Viewed by 327
Keywords: multiple-criteria decision making (mcdm): theories; methodologies; and applications; multiple-criteria problem solution algorithms with certain and vague determined data; outranking methods; multiattribute utility theory; analytic hierarchy process/analytic network process; interval-valued fuzzy sets; intuitionistic fuzzy sets; neutrosophic sets; rough sets; grey systems; neural-network-based optimization; conflict resolution; data mining tools; hybrid problem solution algorithms; group decision making; mathematical programming in mcdm; multiobjective programming and goal programming; tools for multicriteria decisions; information technologies in decision making; decision-support systems; computer-aided problem solutions; innovative applications of mcdm methods
Frontiers in EEG Signal Processing
edited by
submission deadline 31 May 2022 | 4 articles | Viewed by 4440
(This special issue belongs to the Section Algorithms for Multidisciplinary Applications)
Harmony Search, Soft Computing and Applications
edited by and Donghwi Jung
submission deadline 31 May 2022 | Viewed by 54
Distributed Computing and Intelligent Control of Networked Systems
edited by Ming-Feng Ge, Ming Chi, and Xisheng Zhan
submission deadline 31 May 2022 | Viewed by 724
Privacy Preserving Machine Learning
edited by
submission deadline 31 May 2022 | 2 articles | Viewed by 1357
Keywords: privacy attacks; attacks against the dataset; attacks against the algorithm; secure and privacy preserving methods; privacy preserving data publishing; privacy preserving synthetic data generation; privacy preserving machine learning; federated machine learning; differential privacy; homomorphic encryption; secure multi-party computation; hardware security implementation; privacy issues in real applications.
(This special issue belongs to the Section Evolutionary Algorithms and Machine Learning)
Machine Learning in Data Structures submission deadline 31 May 2022 | 1 articles | Viewed by 1346
Keywords: Machine learning techniques on data structures; Analysis of algorithms and distributed data structures; Novel programming models; Learned indices for big data; Smart data structures; Multicriteria data structures; Dynamic data structures; Distributed data structures; Classic data structures; Database applications; Mining and analytics for scientific and business data; social networks; time series; streams; text; web; graphs; rules; patterns; logs; and spatio– temporal data; Cloud-based applications; Performance models; Novel programming models; Network management and techniques; Schema management and design; Machine learning; AI and databases; Data management issues and support for machine learning and AI; Specialized and domain-specific data management; Learned index structures or information retrieval
(This special issue belongs to the Section Databases and Data Structures)
Algorithms and Optimization Models for Forecasting and Prediction
edited by
submission deadline 31 May 2022 | Viewed by 177
Keywords: machine learning; forecasting; predictive models; time series optimization model; improved forecasting models; metaheuristic algorithms; hybrid methods; financial forecasting; machine learning
Metaheuristics and Machine Learning: Theory and Applications
edited by , , and Salah Kamel
submission deadline 31 May 2022 | 1 articles | Viewed by 1262
Keywords: metaheuristics; optimization; convex optimization problem; constrained optimization problem; artificial Intelligence; machine learning; real-world applications
(This special issue belongs to the Section Evolutionary Algorithms and Machine Learning)
Computing and Networking Systems for Modern Distributed Application
edited by Ran Ben Basat and Susumu Date
submission deadline 1 Jun 2022 | Viewed by 176
Keywords:   data center network and cloud computing infrastructure;   IoT; cloud and edge computing systems;   high performance computing infrastructure;   IoT; cloud and edge computing systems;   monitoring and measurement tools and software;   highly available and reliable network;   security and privacy of network;   energy-efficient networking;   managing; debugging; and diagnosing problems in network;   congestion control algorithm;   SRv6; software defined networking; network functions virtualization
Algorithms for Machine Learning and Pattern Recognition Tasks
edited by Hui Yu, and
submission deadline 1 Jun 2022 | 4 articles | Viewed by 3416
Keywords: Pattern recognition; ; Supervised and unsupervised learning; ; Self-supervised learning; reinforcement learning; ; Classification; clustering; prediction; ; Data mining; knowledge discovery in databases; ; Artificial intelligence and machine learning; ; Deep learning; CNN; RNN (LSTM; GRU; etc.); transformer models; ; Transfer learning; ; Explainable and attentional models; ; Adversarial attacks and robust models; ; Robustness of neural networks; ; AI fairness; ; Computer graphics; signal processing; bioinformatics; NLP; information retrieval; ; Bayesian models; ; Ensemble learning; ; Model fusion; ; Review of recent development in trends.
Algorithms in Decision Support Systems Vol. 2 submission deadline 1 Jun 2022 | 4 articles | Viewed by 3574
Keywords: deep learning algorithms; machine learning algorithms; genetic algorithms; evolutionary algorithms; fuzzy logic; probabilistic reasoning; rule-based algorithms; statistical methods; atmospheric models; data mining algorithms; recommender systems algorithms; explainable AI algorithms
Effective Algorithms for Intelligent Data Mining and Knowledge Discovery submission deadline 1 Jun 2022 | Viewed by 467
Keywords:   natural language processing;   image processing;   data mining and knowledge discovery;   soft computing;   artificial intelligence;   machine learning
Interpretability, Accountability and Robustness in Machine Learning
edited by
submission deadline 10 Jun 2022 | 7 articles | Viewed by 8322
Keywords: Machine-Learning; Interpretability; Explainability; Fairness; Algorithmic Bias
(This special issue belongs to the Section Evolutionary Algorithms and Machine Learning)
Intelligent Optimization for Transportation, Logistics and Vehicle Routing submission deadline 15 Jun 2022 | 4 articles | Viewed by 4892
Keywords: Optimization; Vehicle routing problem; Traveling salesman problem; Heuristics and metaheuristics; Swarm and evolutionary computation; Transportation and logistics
(This special issue belongs to the Section Combinatorial Optimization, Graph, and Network Algorithms)
Young Researchers in Imaging Science: Modelling and Algorithms
edited by Monica Pragliola
submission deadline 15 Jun 2022 | Viewed by 120
Fuzzy Sets and Fuzzy Logic. A Commemorative Special Issue in Honor of 100th Anniversary of the Birth of Professor Lotfi A. Zadeh, Creator of Fuzzy Sets and Fuzzy Logic
edited by Eugene Levner and
submission deadline 15 Jun 2022 | Viewed by 101
Keywords: mathematical background of fuzzy systems and fuzzy logic; fuzzy systems in industry; economics; communications and commercial products; fuzzy sets in approximate reasoning; fuzzy sets in artificial intelligence; fuzzy algorithms and soft computing; fuzzy sets in decision sciences; classical relations and logic vs. fuzzy relations and logic; fuzzy numbers and zadeh’ s operations over them; s-norms and t-norms and their properties; fuzzy arithmetic; membership function design; zadeh’ s extension principle and its variations; linguistic variables and hedges; basic principles of inference in fuzzy logic and fuzzy IF– THEN rules; fuzzy inference engines; fuzzification and defuzzification in fuzzy expert systems; fuzzy events and fuzzy measures; possibility distributions as fuzzy sets; possibility vs. probability
Scalable Programming Models and Algorithms for Big Data
edited by and Loris Belcastro
submission deadline 30 Jun 2022 | Viewed by 131
Keywords: big data; big data analysis; cloud computing; scalable data mining; data analysis workflows; social media analysis; parallel and distributed algorithms; high-performance computing; machine learning applications
Algorithms for Biological Network Modelling
edited by Ozgur Akman
submission deadline 30 Jun 2022 | Viewed by 312
Keywords: computational biology; evolutionary algorithms; surrogate models; multi-objective optimization; landscape analysis; local optima networks
(This special issue belongs to the Section Algorithms for Multidisciplinary Applications)
Optimization under Uncertainty 2022 submission deadline 30 Jun 2022 | Viewed by 303
Keywords: Mathematical programming; Stochastic optimization; Robust optimization; Fuzzy programming and optimization; Hybrid simlation – optimization algorithms; Simheuristics; Heuristics and metaheuristics; Applications in: scheduling; logistics and transportation; supply chain; finance; informatics; telecomunications; energy systems; healthcare; etc.
Machine Understanding of Music and Sound
edited by
submission deadline 30 Jun 2022 | 1 articles | Viewed by 705
Keywords: classification of music/audio; music recognition; genre classification; style recognition; music similarity; music recommendation systems; music sentiment analysis; music transcription; score alignment; expressive performance modeling; musical style transfer; music acoustics; sound synthesis; algorithmic composition; intelligent signal processing; source separation; evaluation metrics; bioacoustics
Artificial Intelligence (AI) Systems for Health Diagnosis
edited by , Syed Sarosh Mahdi and Alessandro Peretti
submission deadline 30 Jun 2022 | 2 articles | Viewed by 1507
Keywords: machine learning; artificial intelligence; remote health; seafarers; deep learning in health diagnosis; expert systems; predictive models
Surveys in Algorithm Analysis and Complexity Theory
edited by Jesper Jansson
submission deadline 30 Jun 2022 | 3 articles | Viewed by 3310
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)
Algorithms for Communication Networks
edited by Andras Farago, and
submission deadline 1 Jul 2022 | 3 articles | Viewed by 3090
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)
Gradient Methods for Optimization
edited by Zebang Shen
submission deadline 1 Jul 2022 | Viewed by 198
Simulation-Based Optimization: Methods and Applications in Engineering Design submission deadline 1 Jul 2022 | 5 articles | Viewed by 3749
Metaheuristic Algorithms and Applications
edited by Lorenzo Salas-Morera and
submission deadline 10 Jul 2022 | 10 articles | Viewed by 7488
Keywords: Evolutionary algorithms; Facility Layout Planning; Scheduling Problems; Meta-heuristics  ; Interactive Algorithms; Bio-inspired Algorithms; Swarm Intelligence
(This special issue belongs to the Section Evolutionary Algorithms and Machine Learning)
Algorithms in Reconfigurable Computing
edited by and Paulo Flores
submission deadline 15 Jul 2022 | 4 articles | Viewed by 4640
Keywords: Algorithms in hardware; Algorithm acceleration; Algorithms in reconfigurable computing; Reconfigurable computing; Field-Programmable Gate Array; Coarse-grain reconfigurable architecture; FPGA accelerators; High-performance computing with FPGA; High-level synthesis.
(This special issue belongs to the Section Algorithms for Multidisciplinary Applications)
Algorithms in Educational Data Mining
edited by Jakub Kuzilek and Niels Seidel
submission deadline 15 Jul 2022 | Viewed by 289
Keywords: data-informed learning; learning and teaching modeling; assessing student learning; personalized and adaptive learning; insights into learning processes; learning analytics; recommender systems; student support systems
Artificial Intelligence for Fault Detection and Diagnosis
edited by Ying Bi, Mengjie Zhang, Bing Xue and Bo Peng
submission deadline 15 Jul 2022 | 1 articles | Viewed by 1175
Nature-Inspired Algorithms in Machine Learning submission deadline 15 Jul 2022 | 7 articles | Viewed by 7996
Keywords: Data science/data mining; Clustering; Classification; Outlier detection; Dimensionality reduction; Unsupervised learning; Supervised learning; Nature-inspired algorithms; Metaheuristics
(This special issue belongs to the Section Evolutionary Algorithms and Machine Learning)
Algorithms in Data Classification
edited by
submission deadline 30 Jul 2022 | Viewed by 88
Keywords: binary classification; multi-label classification; decision trees; neural networks; big data; bayes methods; K-NN methods; feature selection; machine learning; supervised learning
Algorithms in Monte Carlo Methods
edited by and Andras Farago
submission deadline 30 Jul 2022 | Viewed by 111
Keywords: randomized algorithms; graph problems; continuous optimization; numerical problems; generating random samples; complex probability distributions; optimal stopping rules; change-point detection methods; Markov chain monte Carlo algorithms; estimation of mixing rate in Markov chains; monte Carlo methods
(This special issue belongs to the Section Analysis of Algorithms and Complexity Theory)
Algorithms in Data Reduction
edited by and
submission deadline 31 Jul 2022 | Viewed by 114
Keywords: big data; lossless compression; lossy compression; data reduction; sampling; feature-based reduction; reconstruction; machine learning; saliency detection
(This special issue belongs to the Section Databases and Data Structures)
Selected Papers of the Third Workshop on Intelligent Cross-Data Analytics and Retrieval
edited by Minh-Son Dao, Cathal Gurrin, Duc Tien Dang Nguyen and Mianxiong Dong
submission deadline 31 Jul 2022 | Viewed by 213
Combinatorial Designs: Theory and Applications
edited by Natanael Karjanto
submission deadline 1 Aug 2022 | Viewed by 237
Keywords: graph theory; team formation; orthogonal grouping; combinatorics; combinatorial designs; combinatorial optimization; projective linear group; Galois geometry; Kirkman triple system; social golfer problem; Steiner triple system; Steiner quadruple system; resolvable covering problem; Oberwolfach problem; isomorphism; pairwise balanced design (PBD); symmetry breaking; constraint programming; balanced incomplete block design (BIBD); resolvable balanced incomplete block design; dobble card game; progressive dinner party designs; speed networking events; sports competitions; cooperative learning strategy
Algorithms for Computational Finance
edited by and Stanimir Kabaivanov
submission deadline 1 Aug 2022 | Viewed by 180
Keywords:   forecasting and trading algorithms for digital assets and cryptocurrencies.;   artificial intelligence and machine learning applications in big data finance.;   algorithms for market analysis considering differences in trading frequency and data availability.;   portfolio optimization algorithms with novel risk metrics.;   market simulations; algorithmic trading and hedging strategies
(This special issue belongs to the Section Algorithms for Multidisciplinary Applications)
Algorithms for Distributed Computing
edited by Lars Nagel
submission deadline 8 Aug 2022 | Viewed by 71
Keywords: algorithm analysis; scheduling and load balancing; cloud; fog and edge computing; communication networks; distributed algorithms and systems; distributed machine learning; distributed data structures; distributed graphs algorithms; distributed operating systems and middleware; high-performance and grid computing; population protocols
(This special issue belongs to the Section Parallel and Distributed Algorithms)
Scheduling, Sequencing and Assignment Problems with Applications in Logistics
edited by Pieter Smet
submission deadline 15 Aug 2022 | 3 articles | Viewed by 3109
Keywords: Machine Scheduling; Multi-dimensional Assignment Problems; Sequencing Problems; Complex Scheduling Problems; Staff Scheduling; Vehicle Routing; Warehouse Optimization; Home Care Scheduling; Berth Allocation; Crane Scheduling; Metaheuristics; Integer Programming; Constraint Programming; Simulation; Stochastic Programming
(This special issue belongs to the Section Combinatorial Optimization, Graph, and Network Algorithms)
Algorithms for Usable Security and Privacy Problems
edited by
submission deadline 15 Aug 2022 | Viewed by 466
Keywords: privacy; security; HCI; user research; usable security and privacy; inclusive security and privacy
(This special issue belongs to the Section Algorithms for Multidisciplinary Applications)
Deep Learning for Internet of Things
edited by Yijun Mo
submission deadline 20 Aug 2022 | Viewed by 118
Keywords: Deep  Learning; Edge Computing; Model compressing; Distributed AI computing; Federal Learning; Task Orchestration; Task offloading resource scheduling
Mathematical Models and Their Applications III
edited by , and Predrag Stanimirović
submission deadline 30 Aug 2022 | 3 articles | Viewed by 2870
Keywords: Mathematical modeling; Optimization; Machine learning; Data mining; Computational intelligence; Applications
(This special issue belongs to the Section Evolutionary Algorithms and Machine Learning)
Machine Learning Applications in High Dimensional Stochastic Control
edited by Juri Hinz
submission deadline 30 Aug 2022 | 1 articles | Viewed by 857
AI for Cybersecurity: Robust models for Authentication, Threat and Anomaly Detection
edited by Francesco Bergadano and
submission deadline 31 Aug 2022 | Viewed by 282
Keywords: anomaly detection; threat intelligence; malware detection; continuous user authentication; biometric and behavioral identification; adversarial learning; natural language processing for cybersecurity; RPA for security management; adaptive incident detection and response; adaptive endpoint protection  
(This special issue belongs to the Section Evolutionary Algorithms and Machine Learning)
Algorithms for Real-World Complex Engineering Optimization Problems
edited by and
submission deadline 31 Aug 2022 | Viewed by 227
Keywords: artificial intelligence; machine learning; optimization algorithms; real-world problems; smart city; smart systems
(This special issue belongs to the Section Algorithms for Multidisciplinary Applications)
GroundedML: Workshop on Anchoring Machine Learning in Classical Algorithmic Theory
edited by Perouz Taslakian, ‪Pierre-André Noël‬, , and
submission deadline 31 Aug 2022 | Viewed by 63
Algorithms for Biomedical Image Analysis and Processing
edited by and Laura Antonelli
submission deadline 1 Sep 2022 | 1 articles | Viewed by 703
Keywords: deblurring; denoising; segmentation; classification; detection; tracking; lineage
(This special issue belongs to the Section Algorithms for Multidisciplinary Applications)
Advanced Graph Algorithms
edited by Mordechai Shalom
submission deadline 1 Sep 2022 | Viewed by 294
Keywords: approximation algorithms; parameterized algorithms; algorithmic game theory; on-line algorithms; competitive analysis; intersection models
(This special issue belongs to the Section Combinatorial Optimization, Graph, and Network Algorithms)
Algorithms for Topic Modeling
edited by
submission deadline 15 Sep 2022 | Viewed by 80
Keywords: Researchers are invited to submit original papers on all aspects of topic modeling; including but not limited to: Novel variants of LDA; NMF and neural-inspired algorithms for topic modeling.; Analysis and comparison of existing topic modeling algorithms.; Evaluation metrics for topic modeling.; Deep NMF architectures for topic modeling.; Improving the scalability of neural-inspired algorithms for topic modeling.; Algorithms to support cross-lingual topic modeling.; Topic modeling algorithms that allow the inclusion of domain information (e.g.; vectors obtained from large language models such as BERT or transformer models).; The use of topic modeling algorithms to assist with the interpretation of large language models (using transformer architectures) and deep neural networks.; Applications of topic modeling algorithms within varied domain areas including but not limited to natural language processing; bioinformatics and computer vision.; Smart user interfaces for user interaction and steering of topic modeling algorithm output.
Parallel/Distributed Combinatorics and Optimization
edited by Grégoire Danoy and Didier El Baz
submission deadline 15 Sep 2022 | Viewed by 62
(This special issue belongs to the Section Combinatorial Optimization, Graph, and Network Algorithms)
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