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  • 1
    ISBN: 9789811907074
    Language: English
    Pages: 1 Online-Ressource(XXIX, 986 p. 403 illus., 316 illus. in color.)
    Edition: 1st ed. 2022.
    Series Statement: Lecture Notes in Networks and Systems 425
    Parallel Title: Erscheint auch als
    Parallel Title: Erscheint auch als
    Keywords: Computational intelligence. ; Artificial intelligence. ; Control engineering. ; Robotics. ; Automation. ; Signal processing.
    Abstract: This book focuses on soft computing and how it can be applied to solve real-world problems arising in various domains, ranging from medicine and healthcare, to supply chain management, image processing, and cryptanalysis. It gathers high-quality papers presented at the International Conference on Soft Computing: Theories and Applications (SoCTA 2021), organized online. The book offers valuable insights into soft computing for teachers and researchers alike; the book will inspire further research in this dynamic field.
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  • 2
    ISBN: 9783030853839
    Language: English
    Pages: 1 Online-Ressource(XIV, 192 p. 102 illus., 93 illus. in color.)
    Edition: 1st ed. 2022.
    Series Statement: Learning and Analytics in Intelligent Systems 25
    Parallel Title: Erscheint auch als
    Parallel Title: Erscheint auch als
    Parallel Title: Erscheint auch als
    Keywords: Computational intelligence. ; Industrial engineering. ; Production engineering. ; Artificial intelligence.
    Abstract: Chapter 1: Machine Learning Techniques for Grocery Sales Forecasting by Analyzing Historical Data -- Chapter 2: Identifying impact of sanitation and environmental safety in hospitality sector to identify the spread of COVID -19 using Polynomial Function Simulation -- Chapter 3: Upskilling and Curating the potentials of IoT enabled Smart Cities: Use Cases and Implementation Strategies -- Chapter 4: An Efficient Deep Learning Framework for People Detection in Overhead Images.
    Abstract: This book highlights the analytics and optimization issues in industry, to propose new approaches, and to present applications of innovative approaches in real facilities. In the past few decades there has been an exponential rise in the application of artificial intelligence for solving complex and intricate problems arising in industrial domain. The versatility of these techniques have made them a favorite among scientists and researchers working in diverse areas. The book is edited to serve a broad readership, including computer scientists, medical professionals, and mathematicians interested in studying computational intelligence and their applications. It will also be helpful for researchers, graduate and undergraduate students with an interest in the fields of Artificial Intelligence and Industrial problems. This book will be a useful resource for researchers, academicians as well as professionals interested in the highly interdisciplinary field of Artificial Intelligence.
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  • 3
    ISBN: 9789811998584
    Language: English
    Pages: 1 Online-Ressource(XXIX, 951 p. 322 illus., 271 illus. in color.)
    Edition: 1st ed. 2023.
    Series Statement: Lecture Notes in Networks and Systems 627
    Parallel Title: Erscheint auch als
    Parallel Title: Erscheint auch als
    Keywords: Computational intelligence. ; Artificial intelligence. ; Control engineering. ; Robotics. ; Automation. ; Signal processing.
    Abstract: Chapter 1. A CNN-based Approach for Facial Emotion Detection -- Chapter 2. Implementation of Artificial Neural Network for Demanufacturing Operation in the Rail Industry -- Chapter 3. Diversified Recommendation Generation using Graph Convolution Neural Network -- Chapter 4. Brain Tumor detection with GLCM feature extraction and hybrid classification approach -- Chapter 5. Optimization of an inventory model with selling price and stock sensitive demand along with trade credit policy -- Chapter 6. A new family of generalized Euler-Genocchi polynomials associated with Hermite polynomials -- Chapter 7. 6G-Enabled Internet of Medical Things -- Chapter 8. An Inductively Degenerated LNA for ISM Applications: Design & Performance Comparison -- Chapter 9. Prostate Cancer Risk Analysis Using Artificial Neural Network -- Chapter 10. On two bivariate kinds of (p; q)-Euler polynomials -- Chapter 11. Different stages of Watermelon Diseases Detection Using optimized CNN -- Chapter 12. Machine Learning: An Analytical Approach for Pattern Detection in Diabetes -- Chapter 13. A Dynamic Weighted Federated Learning for Android Malware Classification -- Chapter 14. Entropy measure for the linguistic q-rung orthopair fuzzy set -- Chapter 15. Empirical Analysis of Unsupervised Link Prediction Algorithms in Wighted Networks.
    Abstract: This book focuses on soft computing and how it can be applied to solve real-world problems arising in various domains, ranging from medicine and health care, to supply chain management, image processing and cryptanalysis. It gathers high-quality papers presented at the International Conference on Soft Computing: Theories and Applications (SoCTA 2022), held at University Institute of Technology, Himachal Pradesh University Shimla, Himachal Pradesh, India. The book offers valuable insights into soft computing for teachers and researchers alike; the book inspires further research in this dynamic field.
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  • 4
    ISBN: 9789811617409
    Language: English
    Pages: 1 Online-Ressource(XX, 749 p. 276 illus., 198 illus. in color.)
    Edition: 1st ed. 2022.
    Series Statement: Advances in Intelligent Systems and Computing 1380
    Parallel Title: Erscheint auch als
    Parallel Title: Erscheint auch als
    Keywords: Computational intelligence. ; Artificial intelligence. ; Electrical engineering.
    Abstract: Detection of Denial of Service Attack using Deep Learning and Genetic Algorithm -- Fake Profile Detection and Stalking Prediction on Facebook -- Moving skills- a contributing factor in developmental delay -- Wind speed forecasting for India using machine learning algorithms -- A Comparative Study of Supervised Learning Techniques for Remote Sensing Image Classification -- Postal Service Shop Floor - Facility Layout Evaluation and Selection using Fuzzy AHP Method.
    Abstract: This book focuses on soft computing and how it can be applied to solve real-world problems arising in various domains, ranging from medicine and healthcare, to supply chain management, image processing and cryptanalysis. It gathers high-quality papers presented at the International Conference on Soft Computing: Theories and Applications (SoCTA 2020), organized online. The book is divided into two volumes and offers valuable insights into soft computing for teachers and researchers alike; the book will inspire further research in this dynamic field.
    Library Location Call Number Volume/Issue/Year Availability
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  • 5
    ISBN: 9789811662652
    Language: English
    Pages: 1 Online-Ressource(X, 150 p. 63 illus., 44 illus. in color.)
    Edition: 1st ed. 2022.
    Series Statement: Advanced Technologies and Societal Change
    Parallel Title: Erscheint auch als
    Parallel Title: Erscheint auch als
    Parallel Title: Erscheint auch als
    Keywords: Computational intelligence. ; Health care management. ; Health services administration. ; Artificial intelligence. ; Electrical engineering. ; Data mining. ; Health promotion.
    Abstract: Geospatial Modelling and Trend Analysis of Coronavirus outbreaks using Sentiment Analysis and Intelligent Algorithms -- A Particle Swarm Optimization based ANN Predictive Model for Statistical Detection of COVID-19 -- Identifying Malignancy of Lung Cancer using Deep Learning Concepts -- Protecting ECG Signals with Hybrid Swarm Intelligence Algorithm -- Human Eye Vision Algorithm (HEVA): A novel approach for the Optimization of Combinatorial Problems.
    Abstract: This book highlights the analytics and optimization issues in healthcare systems, proposes new approaches, and presents applications of innovative approaches in real facilities. In the past few decades, there has been an exponential rise in the application of swarm intelligence techniques for solving complex and intricate problems arising in healthcare. The versatility of these techniques has made them a favorite among scientists and researchers working in diverse areas. The primary objective of this book is to bring forward thorough, in-depth, and well-focused developments of hybrid variants of swarm intelligence algorithms and their applications in healthcare systems.
    URL: Cover
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