期刊信息
Information Sciences
http://www.journals.elsevier.com/information-sciences/影响因子: |
6.795 |
出版商: |
Elsevier |
ISSN: |
0020-0255 |
浏览: |
45653 |
关注: |
153 |
征稿
Information Sciences will publish original, innovative and creative research results. A smaller number of timely tutorial and surveying contributions will be published from time to time. The journal is designed to serve researchers, developers, managers, strategic planners, graduate students and others interested in state-of-the art research activities in information, knowledge engineering and intelligent systems. Readers are assumed to have a common interest in information science, but with diverse backgrounds in fields such as engineering, mathematics, statistics, physics, computer science, cell biology, molecular biology, management science, cognitive science, neurobiology, behavioural sciences and biochemistry. The journal publishes high-quality, refereed articles. It emphasizes a balanced coverage of both theory and practice. It fully acknowledges and vividly promotes a breadth of the discipline of Informations Sciences. Topics include: Foundations of Information Science: Information Theory, Mathematical Linguistics, Automata Theory, Cognitive Science, Theories of Qualitative Behaviour, Artificial Intelligence, Computational Intelligence, Soft Computing, Semiotics, Computational Biology and Bio-informatics. Implementations and Information Technology: Intelligent Systems, Genetic Algorithms and Modelling, Fuzzy Logic and Approximate Reasoning, Artificial Neural Networks, Expert and Decision Support Systems, Learning and Evolutionary Computing, Expert and Decision Support Systems, Learning and Evolutionary Computing, Biometrics, Moleculoid Nanocomputing, Self-adaptation and Self-organisational Systems, Data Engineering, Data Fusion, Information and Knowledge, Adaptive ad Supervisory Control, Discrete Event Systems, Symbolic / Numeric and Statistical Techniques, Perceptions and Pattern Recognition, Design of Algorithms, Software Design, Computer Systems and Architecture Evaluations and Tools, Human-Computer Interface, Computer Communication Networks and Modelling and Computing with Words Applications: Manufacturing, Automation and Mobile Robots, Virtual Reality, Image Processing and Computer Vision Systems, Photonics Networks, Genomics and Bioinformatics, Brain Mapping, Language and Search Engine Design, User-friendly Man Machine Interface, Data Compression and Text Abstraction and Summarization, Virtual Reality, Finance and Economics Modelling and Optimisation
最后更新 Dou Sun 在 2022-01-29
Special Issues
Special Issue on Combining Machine Learning and Metaheuristics for Optimizing Complex Intelligent Systems截稿日期: 2024-06-15With advancements in different domains, intelligent systems have become increasingly complex. It is challenging to ensure that these systems are resilient and adaptable in uncertain and dynamic environments. To design intelligent systems in such environments, integrating machine learning and metaheuristic algorithms provides a strong foundation. This approach has significantly improved the efficiency of intelligent systems, leading to more impactful solutions. This special issue seeks contributions that explore the convergence of machine learning and metaheuristics, with a focus on optimizing complex intelligent systems. We encourage submissions that cover novel algorithmic developments, comparative studies, real-world case analyses, and theoretical advancements at the intersection of these two methodologies. Guest editors: Prof. Jian Wang (Executive Guest Editor) China University of Petroleum (East China), China Email: wangjiannl@upc.edu.cn Areas of Expertise: computational intelligence, machine learning, pattern recognition, deep learning, differential programming, clustering, fuzzy systems, and evolutionary computation Assoc. Prof. Chanjuan Liu Dalian University of Technology, China Email: chanjuanliu@dlut.edu.cn Areas of Expertise: Intelligent Decision Making and Optimization Prof. Jacek Mańdziuk Warsaw University of Technology Email: mandziuk@mini.pw.edu.pl Areas of Expertise: application of Computational Intelligence and Artificial Intelligence methods to games, dynamic and bilevel optimization problems, and human-machine cooperation in problem solving Special issue information: Topics of Interest The following areas are of particular interest, although not limited to: Parameter and structure optimization of machine learning models based on metaheuristicalgorithms. Solution initialization, selection and generation of metaheuristics, and parameter optimization of MHs using data-driven insights from ML. The integrated solution of MHs and ML contributes to designing more flexible, robust, and adaptive intelligent systems. Benchmark Datasets and Evaluation Metrics: Contributions focused on developing new benchmark datasets and evaluation metrics tailored to ML and MHs.
最后更新 Dou Sun 在 2024-03-07
相关期刊
CCF | 全称 | 影响因子 | 出版商 | ISSN |
---|---|---|---|---|
Journal of Information Science | SAGE | 0165-5515 | ||
Journal of Cloud Computing | Springer | 2192-113X | ||
The Information Society | 1.860 | Taylor & Francis | 0197-2243 | |
Journal of Spatial Information Science | NCGIA | 1948-660X | ||
International Journal of Information Sciences and Techniques | AIRCC | 2319-409X | ||
a | ACM Transactions on Information Systems | ACM | 1046-8188 | |
b | Information Systems | 2.309 | Elsevier | 0306-4379 |
Journal of Cybersecurity and Privacy | MDPI | 2624-800X | ||
c | IET Information Security | 0.862 | IET | 1751-8709 |
International Journal of Information Security | 1.988 | Springer | 1615-5262 |
全称 | 影响因子 | 出版商 |
---|---|---|
Journal of Information Science | SAGE | |
Journal of Cloud Computing | Springer | |
The Information Society | 1.860 | Taylor & Francis |
Journal of Spatial Information Science | NCGIA | |
International Journal of Information Sciences and Techniques | AIRCC | |
ACM Transactions on Information Systems | ACM | |
Information Systems | 2.309 | Elsevier |
Journal of Cybersecurity and Privacy | MDPI | |
IET Information Security | 0.862 | IET |
International Journal of Information Security | 1.988 | Springer |
相关会议
简称 | 全称 | 截稿日期 | 会议日期 |
---|---|---|---|
CPSCom | International Conferences on Cyber, Physical and Social Computing | 2024-04-15 | 2024-08-19 |
ICCTICT | International Conference on Computational Techniques in Information and Communication Technologies | 2015-10-31 | 2016-03-11 |
ICL-GNSS | International Conference on Localization and GNSS | 2024-02-15 | 2024-06-05 |
MMM | International Conference on MultiMedia Modeling | 2024-07-22 | 2025-01-07 |
SETECEC | International Conference on Software and Emerging Technologies for Education, Culture, Entertaiment, and Commerce | 2020-02-20 | 2020-03-10 |
INFOS | International Conference on Informatics and Systems | 2012-02-25 | 2012-05-14 |
ICGCTI | International Conference on Green Computing, Technology and Innovation | 2016-08-18 | 2016-09-06 |
WoTBD | International Symposium on Web of Things and Big Data | 2015-08-30 | 2015-10-06 |
ICCSM | International Conference on Computer, Software and Modeling | 2022-02-25 | 2022-07-21 |
3PGCIC | International Conference on P2P, Parallel, Grid, Cloud and Internet Computing | 2015-07-31 | 2015-11-04 |
推荐