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Intelligent Decision Technologies de Ireneusz Czarnowski

Intelligent Decision Technologies

Editat de Ireneusz Czarnowski, Robert J. Howlett, Lakhmi C. Jain
en Limba Engleză Hardback – 7 feb 2025
This book contains selected papers from the KES-IDT-2021 conference, being held as a virtual conference in June 14–16, 2021. 
The KES-IDT is an interdisciplinary conference with opportunities for the presentation of new research results and discussion about them under the common title "Intelligent Decision Technologies". The conference has been creating for years a platform for knowledge transfer and the generation of new ideas in the field of intelligent decision making.
The range of topics discussed during the conference covered methods of classification, prediction, data analysis, big data, decision support, knowledge engineering, modeling, social networks and many more in areas such as finance, economy, management and transportation. The discussed topics covered also decision making for problems regarding the electric vehicle industry.
The book contains also several sections devoted to specific topics, such as
  • Advances in intelligent data processing and its applications
  • Multi-criteria decision analysis methods
  • Knowledge engineering in large-scale systems
  • High-dimensional data analysis
  • Spatial data analysis and sparse estimation
  • Innovative technologies and applications in computer intelligence
  • Intelligent diagnosis and monitoring of systems
    • Decision making theory for economics.
 
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Specificații

ISBN-13: 9789819774180
ISBN-10: 9819774187
Pagini: 480
Dimensiuni: 160 x 241 x 30 mm
Greutate: 0.97 kg
Ediția:2024 edition
Editura: Springer

Cuprins

.- Select Starting Points and Vote.- On Approximations of Arbitrary Relations by Partial Orders.- Skeleton-based Human Action Recognition for Automated Movement Examination.- Precedence Crossover for Loop Machine Layout Problem with Shortcuts.- Integrating Neighborhoods and Latent Factors for Personalized Recommender Systems.- A Comparative Analysis of the Potential of DeepSeek, Qwen and Llava in Interpreting Visual Information from Holter Investigations.- Large-Scale Systems for Intelligent Decision Making and Knowledge Engineering.- Designing RenewablesBridge.- An LLM-Based Approach for Creating Multi-Agent Systems.- Approaches for Enhancing Software Development Effort Estimation.- Modern Trends of Lifecycle Optimization in Software Development.- Implementing Agile Methodology for Lifecycle Management in IT Projects: Multi-¿ase Studies.- IT Crisisology: Systemic Methodology for Sustainable Development of Complex Sociotechnical Systems.- Decision Making Theory for Economics.- Calculations by Several Methods for MDAHP Including Hierarchical Alternatives.- A Study of Evaluation Models for Information Systems Implementing UX (User Experience) on Web Platforms.- A Graph Generalization for Evaluating Products.- Advances in Machine Learning Applications and Systems.- Unsupervised Machine Learning for Predicting Marine Ecological Quality based on Microbiome
Data.- Survey of Vector Database Management Systems from Recommendation Systems Perspective.

Notă biografică

Ireneusz Czarnowski is a Professor at the Gdynia Maritime University. He holds B.Sc. and M.Sc. degrees in Electronics and Communication Systems from the same University. He gained the doctoral degree in the field of computer science in 2004 at Faculty of Computer Science and Management of Poznan University of Technology. In 2012, he earned a postdoctoral degree in the field of computer science in technical sciences at Wroclaw University of Science and Technology. His research interests include artificial intelligence, machine learning, evolutionary computations, multi-agent systems, data mining, and data science. He is an Associate Editor of the Journal of Knowledge-Based and Intelligent Engineering Systems, published by the IOS Press, and a Reviewer for several scientific journals.


Robert Howlett is the Academic Chair of KES International, a non-profit organization that facilitates knowledge transfer and the dissemination of research results in areas including Intelligent Systems, Sustainability, and Knowledge Transfer.  He is a Visiting Professor at 'Aurel Vlaciu' University of Arad in Romani . His technical expertise is in the use of intelligent systems to solve industrial problems. He has been successful in applying artificial intelligence, machine learning and related technologies to sustainability and renewable energy systems; condition monitoring, diagnostic tools and systems; and automotive electronics and engine management systems.  His current research work is focused on the use of smart microgrids to achieve reduced energy costs and lower carbon emissions in areas such as housing and protected horticulture.


Dr. Lakhmi C. Jain, Fellow (Engineers Australia) is with the Liverpool Hope University and the University of Arad. He was formerly with the University of Technology Sydney, the University of Canberra and Bournemouth University, UK. He serves the KES International for providing a professional community the opportunities for publications, knowledge exchange, cooperation and teaming. Involving around 5,000 researchers drawn from universities and companies worldwide, KES facilitates international cooperation and generate synergy in teaching and research. KES regularly provides networking opportunities for professional community through one of the largest conferences of its kind in the area of KES.

Textul de pe ultima copertă

This book contains selected papers from the KES-IDT-2021 conference, being held as a virtual conference in June 14–16, 2021. 
The KES-IDT is an interdisciplinary conference with opportunities for the presentation of new research results and discussion about them under the common title "Intelligent Decision Technologies". The conference has been creating for years a platform for knowledge transfer and the generation of new ideas in the field of intelligent decision making.
The range of topics discussed during the conference covered methods of classification, prediction, data analysis, big data, decision support, knowledge engineering, modeling, social networks and many more in areas such as finance, economy, management and transportation. The discussed topics covered also decision making for problems regarding the electric vehicle industry.
The book contains also several sections devoted to specific topics, such as
  • Advances in intelligent data processing and its applications
  • Multi-criteria decision analysis methods
  • Knowledge engineering in large-scale systems
  • High-dimensional data analysis
  • Spatial data analysis and sparse estimation
  • Innovative technologies and applications in computer intelligence
  • Intelligent diagnosis and monitoring of systems
    • Decision making theory for economics.
 

Caracteristici

Presents research works in the field of intelligent decision-making Provides original works presented at KES-IDT 2022 held in Rhodes, Greece Serves as a reference for researchers and practitioners in academia and industry