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Advances and Trends in Artificial Intelligence. From Theory to Practice

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Cover of 'Advances and Trends in Artificial Intelligence. From Theory to Practice'

Table of Contents

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    Book Overview
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    Chapter 1 “It Could Be Worse, It Could Be Raining”: Reliable Automatic Meteorological Forecasting for Holiday Planning
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    Chapter 2 A Taxonomy of Event Prediction Methods
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    Chapter 3 Infilling Missing Rainfall and Runoff Data for Sarawak, Malaysia Using Gaussian Mixture Model Based K-Nearest Neighbor Imputation
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    Chapter 4 On Using “Stochastic Learning on the Line” to Design Novel Distance Estimation Methods for Three-Dimensional Environments
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    Chapter 5 Predicting the Listing Status of Chinese Listed Companies Using Twin Multi-class Classification Support Vector Machine
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    Chapter 6 Robust Query Execution Time Prediction for Concurrent Workloads on Massive Parallel Processing Databases
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    Chapter 7 Thompson Sampling Based Active Learning in Probabilistic Programs with Application to Travel Time Estimation
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    Chapter 8 Towards Analyzing the Impact of Diversity and Cardinality on the Quality of Collective Prediction Using Interval Estimates
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    Chapter 9 Biometric Fish Classification of Temperate Species Using Convolutional Neural Network with Squeeze-and-Excitation
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    Chapter 10 Distance Metrics in Open-Set Classification of Text Documents by Local Outlier Factor and Doc2Vec
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    Chapter 11 Hydropower Optimization Using Deep Learning
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    Chapter 12 Towards Real-Time Head Pose Estimation: Exploring Parameter-Reduced Residual Networks on In-the-wild Datasets
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    Chapter 13 A Rule-Based Smart Control for Fail-Operational Systems
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    Chapter 14 Autonomous Monitoring of Air Quality Through an Unmanned Aerial Vehicle
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    Chapter 15 Intelligent Parking Management by Means of Capability Oriented Requirements Engineering
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    Chapter 16 Neural Network Control System of Motion of the Robot in the Environment with Obstacles
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    Chapter 17 On Board Autonomy Operations for OPS-SAT Experiment
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    Chapter 18 Practical Obstacle Avoidance Path Planning for Agriculture UAVs
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    Chapter 19 A Fault-Driven Combinatorial Process for Model Evolution in XSS Vulnerability Detection
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    Chapter 20 An Efficient Algorithm for Deriving Frequent Itemsets from Lossless Condensed Representation
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    Chapter 21 Discovering Stable Periodic-Frequent Patterns in Transactional Data
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    Chapter 22 Graphical Event Model Learning and Verification for Security Assessment
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    Chapter 23 Predicting User Preference in Pairwise Comparisons Based on Emotions and Gaze
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    Chapter 24 A Classification Method of Photos in a Tourism Website by Color Analysis
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    Chapter 25 Improving Customer’s Flow Through Data Analytics
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    Chapter 26 Towards Similarity-Aware Constraint-Based Recommendation
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    Chapter 27 Understand the Buying Behavior of E-Shop Customers Through Appropriate Analytical Methods
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    Chapter 28 Using Conformal Prediction for Multi-label Document Classification in e-Mail Support Systems
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    Chapter 29 A Posteriori Diagnosis of Discrete-Event Systems with Symptom Dictionary and Scenarios
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    Chapter 30 Detecting Fraudulent Bookings of Online Travel Agencies with Unsupervised Machine Learning
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    Chapter 31 Learned Constraint Ordering for Consistency Based Direct Diagnosis
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    Chapter 32 On the Usefulness of Different Expert Question Types for Fault Localization in Ontologies
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    Chapter 33 Using Description Logic and Abox Abduction to Capture Medical Diagnosis
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    Chapter 34 A Lightweight Linked Data Reasoner Using Jena and Axis2
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    Chapter 35 A System Using Tag Cloud for Recalling Personal Memories
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    Chapter 36 Compressing and Querying Skypattern Cubes
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    Chapter 37 Context-Aware Instance Matching Through Graph Embedding in Lexical Semantic Space
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    Chapter 38 Identifying Similarities Between Musical Files Using Association Rules
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    Chapter 39 A Wearable Fall Detection System Using Deep Learning
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    Chapter 40 Analysing the Performance of Fingerprinting-Based Indoor Positioning: The Non-trivial Case of Testing Data Selection
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    Chapter 41 GPU-Based Bat Algorithm for Discovering Cultural Coalitions
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    Chapter 42 Learning Explainable Control Strategies Demonstrated on the Pole-and-Cart System
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    Chapter 43 Mapping Infected Crops Through UAV Inspection: The Sunflower Downy Mildew Parasite Case
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    Chapter 44 Multipath Routing of Mixed-Critical Traffic in Time Sensitive Networks
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    Chapter 45 On a Clustering-Based Approach for Traffic Sub-area Division
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    Chapter 46 User-Adaptive Preparation of Mathematical Puzzles Using Item Response Theory and Deep Learning
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    Chapter 47 A Formal-Concept-Lattice Driven Approach for Skyline Refinement
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    Chapter 48 A Probabilistic Relational Model for Risk Assessment and Spatial Resources Management
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    Chapter 49 A Scheme for Continuous Input to the Tsetlin Machine with Applications to Forecasting Disease Outbreaks
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    Chapter 50 CEVM: Constrained Evidential Vocabulary Maintenance Policy for CBR Systems
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    Chapter 51 Extended Abduction in Assumption-Based Argumentation
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    Chapter 52 Integrative Cognitive and Affective Modeling of Deep Brain Stimulation
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    Chapter 53 Intelligent Online Configuration for DVFS Multiprocessor Architecture: Fuzzy Approach
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    Chapter 54 Introducing the Theory of Probabilistic Hierarchical Learning for Classification
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    Chapter 55 Spammers Detection Based on Reviewers’ Behaviors Under Belief Function Theory
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    Chapter 56 A Model-Based Reinforcement Learning Approach to Time-Optimal Control Problems
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    Chapter 57 Low-Cost Sensor Integration for Robust Grasping with Flexible Robotic Fingers
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    Chapter 58 SMT-based Planning for Robots in Smart Factories
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    Chapter 59 Soft Biometrics for Social Adaptive Robots
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    Chapter 60 Using Particle Filter and Machine Learning for Accuracy Estimation of Robot Localization
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    Chapter 61 Chatbots Assisting German Business Management Applications
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    Chapter 62 An Intelligent Platform with Automatic Assessment and Engagement Features for Active Online Discussions
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    Chapter 63 Automatic Generation of Dictionaries: The Journalistic Lexicon Case
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    Chapter 64 Decision-Making Support Method Based on Sentiment Analysis of Objects and Binary Decision Tree Mining
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    Chapter 65 Named Entity Recognition Using Gazetteer of Hierarchical Entities
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    Chapter 66 The BRAVO: A Framework of Building Reputation Analytics from Voice Online
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    Chapter 67 Using Model-Based Reasoning for Enhanced Chatbot Communication
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    Chapter 68 A Novel Intelligent Technique for Product Acceptance Process Optimization on the Basis of Misclassification Probability in the Case of Log-Location-Scale Distributions
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    Chapter 69 An Investigation of a Bi-level Non-dominated Sorting Algorithm for Production-Distribution Planning System
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    Chapter 70 Optimization of Bridges Reinforcement by Conversion to Tied Arch Using an Animal Migration Algorithm
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    Chapter 71 Optimization of Monetary Incentive in Ridesharing Systems
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    Chapter 72 Pareto Optimality for Conditional Preference Networks with Comfort
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    Chapter 73 Solving the Set Covering Problem Using Spotted Hyena Optimizer and Autonomous Search
Overall attention for this book and its chapters
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Title
Advances and Trends in Artificial Intelligence. From Theory to Practice
Published by
Springer International Publishing, September 2019
DOI 10.1007/978-3-030-22999-3
ISBNs
978-3-03-022998-6, 978-3-03-022999-3
Editors

Wotawa, Franz, Friedrich, Gerhard, Pill, Ingo, Koitz-Hristov, Roxane, Ali, Moonis

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The data shown below were collected from the profile of 1 X user who shared this research output. Click here to find out more about how the information was compiled.
Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 29 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 29 100%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 7 24%
Student > Master 7 24%
Student > Bachelor 2 7%
Student > Doctoral Student 2 7%
Professor 1 3%
Other 4 14%
Unknown 6 21%
Readers by discipline Count As %
Computer Science 8 28%
Engineering 7 24%
Energy 2 7%
Decision Sciences 1 3%
Mathematics 1 3%
Other 2 7%
Unknown 8 28%