Intelligent Systems

Table of Contents

1. Altmetric Badge
   Book Overview
2. Altmetric Badge
   Chapter 1 A Multi-level Approach to the Formal Semantics of Agent Societies
3. Altmetric Badge
   Chapter 2 A Reinforcement Learning Based Adaptive Mutation for Cartesian Genetic Programming Applied to the Design of Combinational Logic Circuits
4. Altmetric Badge
   Chapter 3 AgentDevLaw: A Middleware Architecture for Integrating Legal Ontologies and Multi-agent Systems
5. Altmetric Badge
   Chapter 4 An Argumentation-Based Approach for Explaining Goals Selection in Intelligent Agents
6. Altmetric Badge
   Chapter 5 Application-Level Load Balancing for Reactive Wireless Sensor Networks: An Approach Based on Constraint Optimization Problems
7. Altmetric Badge
   Chapter 6 Cooperative Observation of Smart Target Agents
8. Altmetric Badge
   Chapter 8 On the Performance of Planning Through Backpropagation
9. Altmetric Badge
   Chapter 9 Risk Sensitive Stochastic Shortest Path and LogSumExp: From Theory to Practice
10. Altmetric Badge
    Chapter 10 Solving Multi-Agent Pickup and Delivery Problems Using a Genetic Algorithm
11. Altmetric Badge
    Chapter 11 Testing Multiagent Systems Under Organizational Model $$\mathcal {M}$$oise Using a Test Adequacy Criterion Based on State Transition Path
12. Altmetric Badge
    Chapter 12 A Fuzzy Approach for Classification and Novelty Detection in Data Streams Under Intermediate Latency
13. Altmetric Badge
    Chapter 13 A Fuzzy Reasoning Method Based on Ensembles of Generalizations of the Choquet Integral
14. Altmetric Badge
    Chapter 14 A Useful Tool to Support the Ontology Alignment Repair
15. Altmetric Badge
    Chapter 15 Aggregation with Weak, Axiological and Strong Sufficientarian Functions
16. Altmetric Badge
    Chapter 16 An Alternative to Power Measure for Fuzzy Rule-Based Classification Systems
17. Altmetric Badge
    Chapter 17 FT-BlinGui: A Fuzzy-Based Wearable Device System to Avoid Visually Impaired Collision in Real Time
18. Altmetric Badge
    Chapter 18 Genetic Learning Analysis of Fuzzy Rule-Based Classification Systems Considering Data Reduction
19. Altmetric Badge
    Chapter 19 Towards a Theory of Hyperintensional Belief Change
20. Altmetric Badge
    Chapter 20 An Online Pyramidal Embedding Technique for High Dimensional Big Data Visualization
21. Altmetric Badge
    Chapter 22 Particle Competition for Unbalanced Community Detection in Complex Networks
22. Altmetric Badge
    Chapter 23 2CS: Correlation-Guided Split Candidate Selection in Hoeffding Tree Regressors
23. Altmetric Badge
    Chapter 24 A Distance-Weighted Selection of Unlabelled Instances for Self-training and Co-training Semi-supervised Methods
24. Altmetric Badge
    Chapter 25 Active Learning Embedded in Incremental Decision Trees
25. Altmetric Badge
    Chapter 26 Link Prediction in Social Networks: An Edge Creation History-Retrieval Based Method that Combines Topological and Contextual Data
26. Altmetric Badge
    Chapter 27 Predicting the Evolution of COVID-19 Cases and Deaths Through a Correlations-Based Temporal Network
27. Altmetric Badge
    Chapter 28 Decoding Machine Learning Benchmarks
28. Altmetric Badge
    Chapter 29 Towards an Instance-Level Meta-learning-Based Ensemble for Time Series Classification
29. Altmetric Badge
    Chapter 30 Ensemble of Binary Classifiers Combined Using Recurrent Correlation Associative Memories
30. Altmetric Badge
    Chapter 31 Comparative Study of Fast Stacking Ensembles Families Algorithms
31. Altmetric Badge
    Chapter 32 KNN Applied to PDG for Source Code Similarity Classification
32. Altmetric Badge
    Chapter 33 Measuring Instance Hardness Using Data Complexity Measures
33. Altmetric Badge
    Chapter 34 Simulating Complexity Measures on Imbalanced Datasets
34. Altmetric Badge
    Chapter 35 SSL-C4.5: Implementation of a Classification Algorithm for Semi-supervised Learning Based on C4.5
35. Altmetric Badge
    Chapter 36 Data Streams Are Time Series: Challenging Assumptions
36. Altmetric Badge
    Chapter 37 Evaluating a New Approach to Data Fusion in Wearable Physiological Sensors for Stress Monitoring
37. Altmetric Badge
    Chapter 38 Financial Time Series Forecasting via CEEMDAN-LSTM with Exogenous Features
38. Altmetric Badge
    Chapter 39 Improved Multilevel Algorithm to Detect Communities in Flight Networks
39. Altmetric Badge
    Chapter 40 Intelligent Classifiers on the Construction of Pollution Biosensors Based on Bivalves Behavior
40. Altmetric Badge
    Chapter 41 New Adaptive Morphological Geodesic Active Contour Method for Segmentation of Hemorrhagic Stroke in Computed Tomography Image
41. Altmetric Badge
    Chapter 42 Parallel Monte Carlo Tree Search in General Video Game Playing
42. Altmetric Badge
    Chapter 43 Photovoltaic Generation Forecast: Model Training and Adversarial Attack Aspects
43. Altmetric Badge
    Chapter 44 Quantifying Temporal Novelty in Social Networks Using Time-Varying Graphs and Concept Drift Detection
44. Altmetric Badge
    Chapter 45 Stocks Clustering Based on Textual Embeddings for Price Forecasting