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Artificial Intelligence Applications and Innovations

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Table of Contents

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    Book Overview
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    Chapter 1 On Addressing the Challenges of Complex Stochastic Games Using “ Representative ” Moves
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    Chapter 2 Finding Influential Users in Twitter Using Cluster-Based Fusion Methods of Result Lists
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    Chapter 3 Studying the Dissemination of the K-core Influence in Twitter Cascades
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    Chapter 4 Spam Filtering in Social Networks Using Regularized Deep Neural Networks with Ensemble Learning
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    Chapter 5 Sub-event Detection on Twitter Network
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    Chapter 6 Ontology-Based Spatial Pattern Recognition in Diagrams
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    Chapter 7 Improving Deep Models of Person Re-identification for Cross-Dataset Usage
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    Chapter 8 Keywords-To-Text Synthesis Using Recurrent Neural Network
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    Chapter 9 Attention-Based Temporal Weighted Convolutional Neural Network for Action Recognition
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    Chapter 10 Content-Aware Attention Network for Action Recognition
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    Chapter 11 Cognition-Based Deep Learning: Progresses and Perspectives
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    Chapter 12 A Novel Camera Based Approach for Automatic Expiry Date Detection and Recognition on Food Packages
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    Chapter 13 Spatial-Temproal Based Lane Detection Using Deep Learning
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    Chapter 14 An Investigation into the Effects of Multiple Kernel Combinations on Solutions Spaces in Support Vector Machines
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    Chapter 15 A Dynamic Early Stopping Criterion for Random Search in SVM Hyperparameter Optimization
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    Chapter 16 Greedy Heuristics for Automatic Synthesis of Efficient Block-Structured Scheduling Processes from Declarative Specifications
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    Chapter 17 Corpus Based Machine Translation for Scientific Text
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    Chapter 18 The Regularization of CSPs for Rostering, Planning and Resource Management Problems
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    Chapter 19 An Evaluation of Regression Algorithms Performance for the Chemical Process of Naphthalene Sublimation
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    Chapter 20 Using Decision Trees to Extract Patterns for Dairy Culling Management
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    Chapter 21 Wind Energy Forecasting at Different Time Horizons with Individual and Global Models
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    Chapter 22 Entropy-Assisted Emotion Recognition of Valence and Arousal Using XGBoost Classifier
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    Chapter 23 Evaluating Sequence Discovery Systems in an Abstraction-Aware Manner
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    Chapter 24 PIDT: A Novel Decision Tree Algorithm Based on Parameterised Impurities and Statistical Pruning Approaches
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    Chapter 25 Smoothness Bias in Relevance Estimators for Feature Selection in Regression
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    Chapter 26 The Random Neural Network with a Genetic Algorithm and Deep Learning Clusters in Fintech: Smart Investment
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    Chapter 27 Can Artificial Neural Networks Predict Psychiatric Conditions Associated with Cannabis Use?
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    Chapter 28 Cost-Sensitive Decision Making for Online Fraud Management
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    Chapter 29 Echo State Network for Classification of Human Eye Movements During Decision Making
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    Chapter 30 Iliou Machine Learning Data Preprocessing Method for Stress Level Prediction
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    Chapter 31 A Temporal-Causal Network Model for the Internal Processes of a Person with a Borderline Personality Disorder
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    Chapter 32 Content Based Image Retrieval in Digital Pathology Using Speeded Up Robust Features
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    Chapter 33 An Investigation of Argumentation Theory for the Prediction of Survival in Elderly Using Biomarkers
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    Chapter 34 Reproducibility of Experiments in Recommender Systems Evaluation
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    Chapter 35 Advertiser Bidding Prediction and Optimization in Online Advertising
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    Chapter 36 A Multi-objective Data Mining Approach for Road Traffic Prediction
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    Chapter 37 A Simulation-Based Analysis of Interdependent Populations in a Dynamic Ecological Environment
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    Chapter 38 The Hierarchical Continuous Pursuit Learning Automation for Large Numbers of Actions
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    Chapter 39 Speedup of Network Training Process by Eliminating the Overshoots of Outputs
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    Chapter 40 Collective Intelligence for Decision-Making in Complex Environments: Literature Review
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    Chapter 41 Quantile Estimation Based on the Principles of the Search on the Line
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    Chapter 42 Improved Cuckoo Search with Luus-Jakoola Heuristics for the IFS Inverse Problem of Binary Self-Similar Fractal Images
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    Chapter 43 A Scatter Search Based Heuristic for Reliable Clustering in Vehicular Ad Hoc Networks
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    Chapter 44 Providing Mission-Critical Services over 5G Radio Access Network
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    Chapter 45 A Study of Heuristic Evaluation Measures in Fuzzy Rule Induction
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    Chapter 46 A Visual Quality Index for Fuzzy C-Means
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    Chapter 47 Evaluation of the Linked Open Data Quality Based on a Fuzzy Logic Model
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    Chapter 48 A Hybrid Fuzzy Regression-Based Methodology for Normal Distribution (Case Study: Cumulative Annual Precipitation)
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    Chapter 49 Fuzzy Approach for Bibliometric Analysis of Publication Trends on Intragastric Balloon as a Minimally Invasive Procedure for Weight Loss in Obese Individuals
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    Chapter 50 Temporal Modeling of Invasive Species’ Migration in Greece from Neighboring Countries Using Fuzzy Cognitive Maps
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    Chapter 51 An Approach to Modelling User Interests Using TF-IDF and Fuzzy Sets Qualitative Comparative Analysis
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    Chapter 52 Spatial-Temporal Neural Networks for Action Recognition
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    Chapter 53 Building Trust Between Users and Telecommunications Data Driven Virtual Assistants
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    Chapter 54 Voice Separation in Polyphonic Music: Information Theory Approach
Attention for Chapter 39: Speedup of Network Training Process by Eliminating the Overshoots of Outputs
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Chapter title
Speedup of Network Training Process by Eliminating the Overshoots of Outputs
Chapter number 39
Book title
Artificial Intelligence Applications and Innovations
Published by
Springer, Cham, May 2018
DOI 10.1007/978-3-319-92007-8_39
Book ISBNs
978-3-31-992006-1, 978-3-31-992007-8
Authors

Di Zhou, Yuxin Zhao, Chang Liu, Yanlong Liu