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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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Algorithms in Stochastic Models

edited by

Shankarachary Ragi

and

Edwin K P Chong

submission deadline 20 Apr 2021 | 2 articles

Keywords: Algorithms in stochastic models; Consensus algorithms; Optimization; Decision making under uncertainty; Game-theoretic approaches; Smart grids; Computer networks; Connected autonomous vehicles; Finance; Telecommunications

Meshless Numerical Methods and Applications

edited by Gregor Kosec

submission deadline 28 Apr 2021

Keywords: meshless; adaptivity; numerical analysis; scattered nodes

Compressed Data Structures: Algorithms and Applications

edited by Meng He and Yakov Nekrich

submission deadline 30 Apr 2021

Keywords: compressed and space-efficient data structures; algorithms on compressed data; applications of compressed data structures; space-efficient data structures in computational geometry; pattern matching

Nature-Inspired Algorithms—Advances in Theory, Methods, Applications, and Reviews

edited by

Thomas Hanne

and

Danilo Pelusi

submission deadline 30 Apr 2021 | 3 articles

Keywords: Nature-inspired algorithms; Metaheuristics; Swarm intelligence; Evolutionary computation; Ant colony optimization; Particle swarm optimization

Parallel and Distributed Algorithms for Demanding Data Analysis and Applications

edited by Marina Papatriantafilou

submission deadline 30 Apr 2021

(This special issue belongs to the Section Parallel and Distributed Algorithms)

Quantum Optimization and Machine Learning

edited by

Theodore B. Trafalis

submission deadline 10 May 2021

Keywords: Quantum computing; Optimization; Machine Learning

Algorithms for Sequential Analysis

edited by

Georgy Sofronov

submission deadline 15 May 2021 | 3 articles

Keywords: Dynamic programming; Optimal decision making; Sequential data analysis; Bayesian sequential analysis; Online machine learning; Reinforcement learning; Q-learning; Least square Monte Carlo; Quickest change-point problem; Optimal stopping

(This special issue belongs to the Section Databases and Data Structures)

Advanced Structures and Compression, Indexing and Text Retrieval Algorithms

edited by Susana Ladra and Gonzalo Navarro

submission deadline 15 May 2021

Keywords: Text compression; Text indexing; Compact data structures; Repetitive text collections; Pattern matching; Document retrieval

Algorithms for Shortest Paths in Dynamic and Evolving Networks

edited by

Christos D. Zaroliagis

and Daniel Delling

submission deadline 15 May 2021 | 5 articles

Keywords: Shortest-path algorithms; Route planning; Parametric shortest paths; Temporal networks; Dynamic networks; Time-dependent networks; Social networks; Stochastic shortest paths

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

Algorithmic Data Management

edited by

Spyros Sioutas

and

Andreas Kanavos

submission deadline 16 May 2021 | 3 articles

(This special issue belongs to the Section Databases and Data Structures)

Nature Inspired Optimization Algorithms Recent Advances and Applications II

edited by Xiao-Zhi Gao and Allouani Fouad

submission deadline 16 May 2021 | 1 articles

Algorithms for Systems of Autonomous and Mobile Computational Entities

edited by Mattia D'Emidio and Alfredo Navarra

submission deadline 31 May 2021 | 1 articles

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

Logic-Based Artificial Intelligence

edited by

Giovanni Amendola

submission deadline 31 May 2021

Keywords: Abductive and inductive reasoning; Answer set programming; Applications of logic-based AI systems; Argumentation systems; Automated reasoning; Deontic logic and normative systems; Description logics and other logical approaches to Semantic Web and ontologies; Knowledge representation and reasoning; Logic programming and nonmonotonic reasoning; Logic-based data access and integration; Logics for uncertain and probabilistic reasoning; Logics in machine learning; Logics in multi-agent systems, games, and social choice; Ontology-based reasoning; Planning and diagnosis based on logic; Preferences; Reasoning about actions and causality

Algorithms for Reliable Estimation, Identification and Control II

edited by

Andreas Rauh

, Luc Jaulin and

Julien Alexandre dit Sandretto

submission deadline 31 May 2021 | 2 articles

Network Science: Algorithms and Applications

edited by Lijun Chang

submission deadline 31 May 2021 | 1 articles

Keywords: Theoretical foundations for network science; Algorithms for network science; Models for network science; Graph machine learning

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

Community Detection and Network Embedding

edited by Anthony Perez and Nicolas Dugué

submission deadline 31 May 2021

Recent Mathematical Trends in Data Science

edited by Steven Damelin and

Stanislav Harizanov

submission deadline 31 May 2021

Keywords: Computer vision; Manifold learning; Optimization; Computational harmonic analysis; Clustering; Invariant theory; Computational algebra; Cryoelectron microscopy; Computational group theory; Computational approximation theory

(This special issue belongs to the Section Randomized, Online, and Approximation Algorithms)

Parallel and Distributed Computing: Algorithms and Applications

edited by Charalampos Konstantopoulos and

Grammati Pantziou

submission deadline 31 May 2021

Keywords: Parallel algorithms; Distributed algorithms; GPUs; Multicore and manycore architectures; Supercomputing; Data centers; Big data; Cloud architectures; IoT

Algorithms in Reconfigurable Computing

edited by

Mário Véstias

and Paulo Flores

submission deadline 20 Jun 2021

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.

Parallel Algorithms and Data Structures for Sparse Matrices

edited by Daniel Langr

submission deadline 20 Jun 2021

Keywords: sparse matrix; parallel algorithm; data structure; storage format; high-performance computing

(This special issue belongs to the Section Parallel and Distributed Algorithms)

Causality Theory: Computational Complexity, Algorithms and Applications

edited by

Maciej Liśkiewicz

and

Ralf Möller

submission deadline 30 Jun 2021

Keywords: Graphical causal model; Directed acyclic graph; Causal inference; do-calculus; Intervention; Markov equivalence; Instrumental variable; Covariate adjustment set; Linear structural causal model; Lifted relational causal reasoning

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

Algorithmic Aspects of Neural Networks

edited by Simone Faro, Alessio Plebe and Arianna Pavone

submission deadline 30 Jun 2021 | 1 articles

Keywords: Artificial intelligence; Neural networks; Deep learning; Learning mechanisms

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

Advances in Intelligence Artificial Algorithms Applied to Medical Imaging

edited by

Christian Mata Miquel

Gilberto Ochoa-Ruiz

and Raul Benitez

submission deadline 30 Jun 2021

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

Scalable Graph Algorithms and Applications

edited by

Deepak Ajwani

, Sabine Storandt and Darren Strash

submission deadline 30 Jun 2021

Keywords: Cache-efficient graph algorithms; I/O-efficient graph algorithms; Shared-memory multicore graph algorithms; Distributed memory graph algorithms; Graph algorithms for GPUs; Streaming graph algorithms; Randomized graph algorithms; Approximate graph algorithms; Dynamic graph algorithms; Algorithms for large-scale network analytics; Scalable graph mining; Efficient heuristics for NP-hard graph problems; Models for real-world graphs; Generation of large graph instances; Simulations involving large graphs; Applications of large graphs in social network analysis, navigation systems and sustainable transportation, querying and mining knowledge graphs, etc.

Algorithms on Spectral Graph Theory and Its Applications

edited by He Sun

submission deadline 30 Jun 2021

Keywords: spectral and algebraic graph theory; algorithms; learning; applications

Bio-Inspired Algorithms

edited by

Sándor Szénási

and

Gábor Kertész

submission deadline 30 Jun 2021

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

Distributed Algorithms and Applications

edited by

Michele Scquizzato

and Gopal Pandurangan

submission deadline 30 Jun 2021

Keywords: Distributed algorithms; Distributed computing; Parallel algorithms; Networks; Complexity theory; Applications

(This special issue belongs to the Section Parallel and Distributed Algorithms)

New Algorithms for Visual Data Mining

edited by Rosane Minghim

submission deadline 30 Jul 2021

Evolutionary Algorithms and Applications in Operations Research

edited by

Dhananjay R. Thiruvady

and

Asef Nazari

submission deadline 31 Jul 2021

Reinforcement Learning Algorithms

edited by

Mehmet Aydin

submission deadline 31 Jul 2021 | 1 articles

Keywords: Reinforcement learning; Q-leanring; Temporal differences; Markovien decision processes; Deep reinforcement learning; Deep Q-network algorithm; Policy optimisation; Policy based reinforcement learning; Actor-critic RL algorithms

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

Innovative Algorithms Trend to Artificial Intelligence and Internet of Things

edited by

Yu-Huei Cheng

and

Che-Nan Kuo

submission deadline 31 Jul 2021 | 1 articles

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

Algorithms and Models for Dynamic Multiple Criteria Decision Making

edited by

Francisco Javier Santos-Arteaga

and

Debora Di Caprio

submission deadline 1 Aug 2021 | 2 articles

Keywords: Multiple criteria decision making; Dynamical systems; Algorithms; Data envelopment analysis; TOPSIS; VIKOR; PROMETHEE; ELECTRE; Multiobjective optimization; Uncertainty; Artificial Intelligence; Machine learning

Advances in Complex Network Models and Random Graphs

edited by

Yilun Shang

and Yang Lou

submission deadline 15 Aug 2021

Keywords: Applications of Graph Theory; Community detection; Complex Networks; Controllability; Consensus; Epidemiology; Malicious attacks; Network dynamics; Optimization; Random Graphs; Robustness; Searching in networks

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

Algorithms for Low-Power Wide-Area Network (LPWAN)

edited by

Apostolos Gkamas

submission deadline 15 Aug 2021

Keywords: LPWAN; IoT; LoRa; SigFox; NB-IoT; Wireless sensor networks

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

Identification and Analysis of Dynamic Structures in Complex Systems: Algorithms and Applications

edited by

Marco Villani

and

Stefano Cagnoni

submission deadline 15 Aug 2021

Keywords: Detecting integrated dynamical structures; Statistical approaches to complex system analysis; Information theory methods for studying the dynamics of complex systems; Studying the emergence and dynamics of meso-level structures; Studying the emergence of boundaries, sensors, and actuators; Discovering, designing, and driving hidden dynamical structures; Machine learning methods for studying the dynamics of complex systems; Relationships between big data and complex systems analysis; Data analysis and machine learning methods drawing inspiration from complex system analysis

New Advances in Securing Data and Big Data

edited by

Meena Jha

Kewei Sha

and

Otmane Azeroual

submission deadline 15 Aug 2021

Keywords: Data Quality; Big Data; Artificial Intelligence Algorithms; Data Mining and Text Mining; Scientific Knowledge Graph; Securing Big Data; Big Data Processing and Analytics; Modeling data and Process Quality; Machine learning for Data Analysis

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

Information Fusion in Medical Image Computing

edited by

Girija Chetty

submission deadline 15 Aug 2021

Keywords: Information fusion; Multimodal; Biomedical; Machine learning

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

Inductive Logic Programming: Theory, Algorithms and Applications

edited by

Alireza Tamaddoni-Nezhad

and Stephen Muggleton

submission deadline 23 Aug 2021

Keywords: inductive logic programming (ILP); relational learning (RL); logic-based machine learning; statistical relational learning (SRL); probabilistic logic programming; relational data mining; relational reinforcement learning; relational deep learning; constraint logic programming; propositionalisation approaches; subsumption and refinement; evolutionary logic programming; description logic and ontologies; answer set programming; unsupervised relational learning; predicate invention; meta-interpretive learning; neuro-symbolic learning; inductive programming

Optimization Algorithms for Graphs and Complex Networks

edited by

Chris Walshaw

submission deadline 31 Aug 2021

Keywords: multilevel refinement; coarsening/contraction/reduction; graph partitioning; graph clustering/community detection; graph drawing/visualisation; combinatorial optimisation; complex networks

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

Algorithms for Convex Optimization

edited by

Sorin-Mihai Grad

submission deadline 31 Aug 2021

Keywords: Proximal point method; Convex optimization problem; Constrained optimization problem; Splitting technique; Image processing; Machine learning; Stochastic proximal algorithm; Location theory; Game theory

Heuristic Algorithms in Combinatorial Optimization and Network Science

edited by Johan Markdahl

submission deadline 1 Sep 2021

Evolutionary Algorithms and Applications

edited by Lorenzo Salas-Morera and

Laura Garcia-Hernandez

submission deadline 12 Sep 2021 | 1 articles

Keywords: Evolutionary algorithms; Facility Layout Planning; Scheduling Problems; Industry 4.0; Interactive Algorithms; Bio-inspired Algorithms

Ontologies, Ontology Development and Evaluation

edited by Haridimos Kondylakis and

Nikolaos Papadakis

submission deadline 15 Sep 2021 | 1 articles

Keywords: Ontology engineering; Ontology evaluation; Ontologies; Knowledge graphs

Extreme Algorithmics: Analysis of Huge, Noisy, and Dynamic Networked Data

edited by

Davide Bilò

and Maurizio Patrignani

submission deadline 15 Sep 2021

Keywords: Analysis of large graphs and networks; Visual analysis of networked data; Uncertain, noisy, and heterogeneous information; Dynamic algorithms

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

Algorithmic Game Theory 2021

edited by Andrea Celli, Nicola Gatti and Alberto Marchesi

submission deadline 15 Sep 2021

Algorithms for Large-Scale Data Integration

edited by Haiying Wang

submission deadline 26 Sep 2021

Keywords: Large-scale data integration; Data cleaning; Semantic analysis; Distributed systems

Natural Language Processing with Tsetlin Machines

edited by Ole-Christoffer Granmo,

Lei Jiao

, Vladimir Zadorozhny and

Morten Goodwin

submission deadline 26 Sep 2021

Keywords: Tsetlin machine NLP methodology:; First-order logics; Embedding; Boolean representations; Clustering; Interpretation; Convolution; Novelty detection; Knowledge representation; Hawkes processes; Attention; Tsetlin machine NLP applications:; Sentiment analysis; Question-answering; Word-sense disambiguation; Speech understanding; Chatbots; Explainable machine learning; Continuous interpretation of document streams

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

Selected Papers from 7th International Sympsium on Engineering Energy Efficient Internet Worked Smart seNsors (E3WSN) 2021

edited by

Leonardo Leonardo Mostarda

submission deadline 30 Sep 2021

Keywords: Internetworked networks; Distributed computing; Energy efficiency; Complexity and performance.

State-of-the-Art Algorithms and Their Applications in China

edited by Junwei Cao

submission deadline 30 Sep 2021

Design of Online and Approximation Algorithms

edited by Prudence W.H. Wong and Hsiang-Hsuan Liu

submission deadline 30 Sep 2021

Keywords: Paradigms for the design and analysis of approximation and online algorithms;; Competitive analysis;; Hardness of approximation/competitiveness;; Approaches that go beyond worst-case analysis (resource augmentation);; Distributed and parallel approximation/competitive algorithms;; Small space, sub-linear time and streaming algorithms;; Parameterized complexity and approximation/competitive algorithms;; Embeddings and metric space methods;; Mathematical programming methods;; Spectral methods;; Combinatorial optimization.

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