Kooperativer Bibliotheksverbund

UID:

Format: X, 445 p. 171 illus., 129 illus. in color. , online resource.

Edition: 1st ed. 2022.

ISBN: 9783030790929

Series Statement: Women in Engineering and Science,

Content: This book provides a breadth of innovative and impactful research in the field computational intelligence led by women investigators. Topics include intelligent data analytics, optimization of complex systems, approximation of human reasoning, robotic path planning, and intelligent control systems. These topics touch on many of the technological challenges facing the world today and these solutions by women researcher teams are valuable for their excellence and their non-traditional perspective. As an important part of the Women in Science and Engineering book series, the work highlights the contribution of women leaders in computational intelligence, inspiring women and men, girls, and boys to enter and apply themselves to this exciting multi-disciplinary field. Provides insight into women's contributions to the field of computational intelligence; Presents research from academia, research, and industry on advances, applications, and challenges in computational intelligence; Includes topics such as fuzzy logic, neural networks, and evolutionary computation.

Note: Chapter 1. Amazing Grace - Computer Pioneer Admiral Grace Murray Hopper -- Chapter 2. XAI: A Natural Application Domain for Fuzzy Set Theory -- Chapter 3. Adaptive Physiological Profiling from Non-verbal Behaviour - Why Ethics are Just Not Enough to Build Trust -- Chapter 4. Conversational Intelligent Tutoring Systems - The State of the Art -- Chapter 5. Design and Validation of a Mini-game for Player Motive Profiling -- Chapter 6. When AI Meets Digital Pathology -- Chapter 7. Linguistic Intelligence as a Root for Computing Reasoning -- Chapter 8. Intrusion Detection: Deep Neural Networks versus Super Learning -- Chapter 9. Life-Long Learning Machines: Towards Developing Optimisation Methods That Continually Learn -- Chapter 10. Reinforcement Learning Control by Direct Heuristic Dynamic Programming -- Chapter 11. Distributed Machine Learning for Energy Management and Control in Smart Grid -- Chapter 12. Fuzzy Multilayer Perceptrons for Fuzzy Vector Regression -- Chapter 13. Generalisation in Genetic Programming for Symbolic Regression: Challenges and Future Directions -- Chapter 14. Neuro-evolutionary Models based on Quantum-Inspired Evolutionary Algorithms -- Chapter 15. Weightless Neural Models: An Overview -- Chapter 16. Challenges of Applying Dynamic Multi-objective Optimization to Real-world Problems -- Chapter 17. Computational Intelligence Methodologies for Multi-Objective Optimization and Decision-Making in Autonomous Systems -- Chapter 18. A Framework-Based Approach for Flexible Evaluation of Swarm-Intelligent Algorithms -- Chapter 19. An Improved Bat Algorithm with a Dimension-based Best for Numerical Optimization.

In: Springer Nature eBook

Additional Edition: Printed edition: ISBN 9783030790912

Additional Edition: Printed edition: ISBN 9783030790936

Additional Edition: Printed edition: ISBN 9783030790943

Language: English

Subjects: Computer Science

Keywords: Aufsatzsammlung

DOI: 10.1007/978-3-030-79092-9

URL: https://doi.org/10.1007/978-3-030-79092-9

URL: Volltext  (URL des Erstveröffentlichers)

UID:

Format: 1 Online-Ressource (XIII, 609 p. 177 illus., 148 illus. in color)

Edition: 1st edition

ISBN: 9783030118662

Series Statement: Women in Engineering and Science

Additional Edition: Erscheint auch als Druck-Ausgabe ISBN 978-3-030-11865-5

Additional Edition: Erscheint auch als Druck-Ausgabe ISBN 978-3-030-11867-9

Language: English

Keywords: Systemtechnik ; Technik ; Ingenieurin

DOI: 10.1007/978-3-030-11866-2

URL: Volltext  (URL des Erstveröffentlichers)

UID:

Format: XIV, 753 S. : Ill., Kt.

ISBN: 0-87020-122-0

In: The history of Wisconsin.

UID:

Format: VII, 197 S. : , Ill.

Note: Smith, Alice E. (Alice Elizabeth)

Language: English

UID:

Format: 1 online resource (785 pages) : , illustrations

ISBN: 9780870206283 (e-book)

Note: Includes index.

Additional Edition: Print version: Smith, Alice E. History of Wisconsin. Volume I, From exploration to statehood. Madison : State Historical Society of Wisconsin, [1973] ISBN 9780870201226

Language: English

Keywords: Electronic books.

URL: Click to View

UID:

Format: 1 online resource (440 pages)

ISBN: 9783030790929

Series Statement: Women in Engineering and Science

Note: Intro -- Preface -- Contents -- Amazing Grace - Computer Pioneer Admiral Grace Murray Hopper -- 1 Introduction -- 2 Early Years -- 3 Education and Early Career -- 4 World War II and Harvard -- 5 Moving into Industry -- 6 The First Compiler -- 7 The US Navy -- 8 Teaching Career -- 9 Awards and Honors -- 10 Lasting Influences -- References -- Part I Intelligence -- XAI: A Natural Application Domain for Fuzzy Set Theory -- 1 Introduction -- 2 Computing with Words -- 2.1 Formal Tools -- 2.1.1 Fuzzy Sets -- 2.1.2 Linguistic Variables and Fuzzy Partitions -- 2.1.3 Fuzzy Quantifiers -- 2.2 Examples of Methodological Utilisation -- 2.2.1 Fuzzy Databases -- 2.2.2 Fuzzy Linguistic Summaries -- 2.2.3 Extended Linguistic Summaries -- 2.2.4 Computing with Words Conclusion -- 3 Fuzzy Approximate Reasoning -- 3.1 General Principles -- 3.2 Generalised Modus Ponens -- 3.2.1 Modus Ponens -- 3.2.2 Fuzzy Extension -- 3.3 Other Reasoning Forms -- 3.3.1 Gradual Reasoning -- 3.3.2 Analogical Reasoning -- 3.3.3 Interpolative Reasoning -- 3.3.4 Fuzzy Reasoning Conclusion -- 3.4 Examples of Methodological Utilisation -- 3.4.1 Fuzzy Ontologies -- 3.4.2 Fuzzy Control -- 4 Fuzzy Machine Learning -- 4.1 Fuzzy Rule-Based Systems -- 4.2 Fuzzy Decision Trees -- 4.3 Fuzzy Clustering -- 5 Conclusion -- References -- Adaptive Psychological Profiling from Nonverbal Behavior - Why Are Ethics Just Not Enough to Build Trust? -- 1 Introduction -- 2 Machine-Based Automated Psychological Profiling -- 2.1 Nonverbal Behavior -- 2.2 Automated Psychological Profiling Systems -- 2.3 Ethical and Legal Implications of Automated Profiling -- 2.4 The Rise of Ethical Charters -- 3 Case Study 1: Deception -- 3.1 Overview of iBorderCtrl -- 3.2 Privacy and Security by Design -- 3.3 Project Ethics -- 3.4 Automated Deception Detection Tool -- 3.5 Media and Public Discourse. , 4 Case Study 2: Comprehension -- 4.1 FATHOM -- 4.2 COMPASS -- 5 Empowering the General Public Through Education -- 6 Conclusions -- References -- Conversational Intelligent Tutoring Systems: The State of the Art -- 1 Introduction -- 2 Conversational Intelligent Tutoring Systems -- 2.1 Design Challenges for CITS -- 3 Oscar CITS -- 3.1 Automatic Profiling of Learning Styles -- 3.1.1 Learning Styles Knowledge Engineering -- 3.1.2 Capturing CITS Behaviour Dataset -- 3.1.3 Learning Styles Prediction Approaches -- 4 Hendrix 2.0 CITS -- 4.1 Profiling Comprehension: Comprehension Assessment and Scoring System (COMPASS) -- 5 Ethical Use of `AI' in Education -- 6 Scalability Challenges for CITS -- 7 Conclusion and Future Directions -- References -- Design and Validation of a Mini-Game for Player Motive Profiling -- 1 Introduction -- 2 Game Design -- 2.1 Storyline -- 2.2 Game Mechanics -- 2.3 Non-player Characters -- 2.4 Gameplay -- 3 Experimental Validation -- 3.1 Analysing Play Strategies of Non-player Characters for Assessing Motivation -- 3.2 Analysing Features of Non-player Characters for Assessing Motivation -- 3.3 Analysing Individual Play and Social Network Phases for Assessing Motivation -- 4 Conclusion and Future Work -- References -- When AI Meets Digital Pathology -- Acronyms -- 1 Evolution of Digital Pathology -- 2 Data Issues and Preprocessing -- 3 Multiscale Convolutional Neural Networks for Tumor Detection -- 4 Cell Detection and Segmentation -- 4.1 Dilemmas Associated with Annotation Loading and Data Imbalance -- 4.2 Lessening the Burden of Manual Annotation -- 5 System Integration and Interoperability -- References -- Linguistic Intelligence as a Base for Computing Reasoning -- 1 Introduction -- 2 Language as a Tool for Communication -- 2.1 MLW -- 2.2 Sounds and Utterances Behavior -- 2.2.1 Spoken Language and L-Systems -- 2.2.2 Dragon Curves. , 2.2.3 Dialogue Content and Its Relation with Energy Distribution -- 2.2.4 Spoken Language Analyses -- 3 Conclusions and Future Work -- References -- Part II Learning -- Intrusion Detection: Deep Neural Networks Versus Super Learning -- 1 Introduction -- 2 Related Work -- 3 Approaches -- 3.1 Deep Neural Networks -- 3.2 Super Learner -- 3.3 Gradient Boosting Estimator -- 3.4 Random Forest Estimator -- 3.5 XGBoost -- 4 Data Set and Environment -- 4.1 Data Set -- 4.2 Evaluation Measures -- 4.3 H2O Environment -- 5 Experiments and Results -- 5.1 Parameter Setup -- 5.2 Experiments with DNN -- 5.3 Experiments with Superlearner -- 6 Conclusion -- References -- Lifelong Learning Machines: Towards Developing Optimisation Systems That Continually Learn -- 1 Introduction -- 2 Background and Motivation -- 2.1 Related Work -- 3 An Immune-Inspired Approach to Lifelong Learning -- 3.1 A Brief Primer on the Immune System -- 3.2 NELLI: Mapping to a Lifelong Learning Optimiser -- 4 Implementation -- 4.1 Application: Bin-Packing -- 4.2 Heuristic Generation -- 4.3 Network -- 5 Demonstration -- 6 Conclusion -- References -- Reinforcement Learning Control by Direct Heuristic Dynamic Programming -- 1 Introduction -- 2 The direction Heuristic Dynamic Programming (dHDP) as an Actor-Critic Type Reinforcement Learning Controller -- 2.1 Building Blocks of the dHDP -- 2.2 Properties of dHDP Learning Controller -- 3 Applications of the dHDP for Automatic Tuning of Prosthesis Control Parameters -- 3.1 The Robotic Knee Prosthesis Control Problem and Current Approaches -- 3.2 The dHDP for Automatic Tuning of Robotic Prosthesis -- 4 Conclusion -- References -- Distributed Machine Learning in Energy Management and Control in Smart Grid -- 1 Introduction -- 2 Emerging Trends in Distributed Energy Management and Control in Smart Grids -- 3 Distributed Control Algorithms in Smart Grids. , 3.1 Consensus-Based Approach -- 3.2 Dual Decomposition -- 3.3 Optimality Condition Decomposition -- 3.4 Population-Based Distributed Algorithms -- 4 Energy Management and Control in Grid-Connected Microgrids -- 4.1 Operation Cost -- 4.2 Power Losses -- 4.3 Network Voltage Regulation -- 4.4 Line Limits -- 4.5 Power Flow Modeling Constraints -- 4.6 Reactive Power Limit Constraints -- 4.7 Reactive Power Ramp-Rate Constraints -- 5 Proposed Distributed Algorithm for Optimal Control of Smart Grids -- 5.1 Consensus Algorithm -- 5.2 Choice of PSO as Basis for the Proposed Distributed CI Algorithm -- 5.3 Proposed Consensus-Based and Dimension-Distributed PSO-Based Algorithm -- 6 Simulation Results and Discussion -- 6.1 Simulation Studies on 30-Node Test System -- 6.1.1 Case Study 1-Convergence, Adaptability, and Performance Benchmark for the 30-Node Test System -- 6.1.2 Case Study 2-Performance Benchmark with Centralized Controller for 30-Node Test System -- 6.2 Simulation Studies on the 119-Node Test System -- 6.2.1 Case Study 1-Convergence, Adaptability, and Performance Benchmark for 119-Node Test System -- 6.2.2 Case Study 2-Performance Benchmark with Centralized Controller for 119-Node Test System -- 7 Conclusions -- References -- Part III Modeling -- Fuzzy Multilayer Perceptrons for Fuzzy Vector Regression -- 1 Introduction -- 2 Fuzzy Multilayer Perceptron with Cuckoo Search -- 3 Experiment Results -- 3.1 Yacht Hydrodynamics Data Set -- 3.2 Energy Efficiency Data Set -- 3.3 Ping River Data Set -- 4 Conclusion -- References -- Generalisation in Genetic Programming for Symbolic Regression: Challenges and Future Directions -- 1 Genetic Programming for Symbolic Regression -- 1.1 Symbolic Regression -- 1.2 Genetic Programming-An Evolutionary Computation Technique -- 1.2.1 Representation -- 1.2.2 Initialisation -- 1.2.3 Evaluation -- 1.2.4 Selection. , 1.2.5 Genetic Operators -- 1.3 GP for Symbolic Regression -- 2 Generalisation in GPSR -- 2.1 Concepts Related to Generalisation -- 2.1.1 Overfitting -- 2.1.2 Bias-Variance Decomposition -- 3 Enhancing the Generalisation Ability of GPSR -- 3.1 Data Sampling and Feature Selection -- 3.1.1 Data Sampling -- 3.1.2 Feature Selection for GPSR -- 3.2 Estimating Generalisation Errors -- 3.2.1 Validation Methods -- 3.2.2 Estimating Variance Errors -- 3.2.3 Model Complexity and Generalisation Error -- 3.3 Improving Selection and Genetic Operators for Better Generalisation -- 3.4 Ensemble Learning -- 4 Conclusions and Future Directions -- References -- Neuroevolutionary Models Based on Quantum-Inspired Evolutionary Algorithms -- 1 Introduction -- 2 Quantum-Inspired Evolutionary Algorithms -- 2.1 Quantum-Inspired Evolutionary Algorithm with Real Representation (QIEA-R) -- 2.2 Quantum-Inspired Evolutionary Algorithm with Binary-Real Representation (QIEA-BR) -- 2.3 Quantum-Inspired Evolutionary Algorithm with Categorical Representation -- 3 Neuroevolutionary Models Based on QIEA -- 3.1 Multi-layer Perceptrons -- 3.2 Fully Recurrent Neural Networks -- 3.3 Echo States Networks -- 3.3.1 Phase 1: Global Parameter Optimisation -- 3.3.2 Phase 2: Reservoir Optimisation -- 3.4 Convolutional Neural Networks -- 4 Case Studies -- 4.1 Classification: Concept Drift Environment -- 4.1.1 Classification in Concept Drift Scenarios Using Quantum-Inspired Neuroevolution -- 4.1.2 Experiments -- 4.2 System Identification -- 4.2.1 Robot Arm Results -- 4.3 Deep Learning with Neural Architecture Search (Q-NAS) -- 5 Conclusions and Future Work -- References -- Weightless Neural Models: An Overview -- 1 Introduction -- 2 Weightless Neural Networks -- 3 Quantum Weightless Networks -- 4 Conclusions and Future Directions -- References -- Part IV Optimization. , Challenges Applying Dynamic Multi-objective Optimisation Algorithms to Real-World Problems.

Additional Edition: Print version: Smith, Alice E. Women in Computational Intelligence Cham : Springer International Publishing AG,c2022 ISBN 9783030790912

Language: English

UID:

Format: Online-Ressource (785 p)

ISBN: 9780870201226

Series Statement: History of Wisconsin v.1

Content: Intro -- Contents -- Editor's Preface -- Author's Preface -- Contributors -- Maps -- 1. Exploration -- 2. The French Regime -- 3. British Domination, 1763-1815 -- 4. Fur Trade Frontier -- 5. Indian Affairs -- 6. America Discovers Wisconsin -- 7. Civil Government, 1787-1835 -- 8. Establishing the Territory -- 9. Money and Banking -- 10. Jacksonian Politics, 1838-1841 -- 11. The Struggle for Powder, 1841-1846 -- 12. Building a Government -- 13. The Public Domain and Internal Improvements -- 14. The First 305.000 -- 15. Making a Living -- 16. Cultural Beginnings -- 17. Religion and Social Reform -- 18. The Attainment of Statehood -- Appendix -- Essay on Sources -- Index.

Note: Description based upon print version of record , ""Contents ""; ""Editor's Preface ""; ""Author's Preface ""; ""Contributors ""; ""Maps ""; ""1. Exploration""; ""2. The French Regime""; ""3. British Domination, 1763-1815""; ""4. Fur Trade Frontier""; ""5. Indian Affairs""; ""6. America Discovers Wisconsin""; ""7. Civil Government, 1787-1835""; ""8. Establishing the Territory""; ""9. Money and Banking""; ""10. Jacksonian Politics, 1838-1841""; ""11. The Struggle for Powder, 1841-1846""; ""12. Building a Government""; ""13. The Public Domain and Internal Improvements""; ""14. The First 305.000""; ""15. Making a Living"" , ""16. Cultural Beginnings""""17. Religion and Social Reform""; ""18. The Attainment of Statehood""; ""Appendix ""; ""Essay on Sources ""; ""Index ""

Additional Edition: ISBN 9780870206283

Additional Edition: ISBN 9780870201226

Additional Edition: Print version From Exploration to Statehood

Language: English

Keywords: Electronic books

URL: Volltext

URL: Volltext