↓ Skip to main content

Engineering Applications of Neural Networks

Overview of attention for book
Cover of 'Engineering Applications of Neural Networks'

Table of Contents

  1. Altmetric Badge
    Book Overview
  2. Altmetric Badge
    Chapter 1 The Power of the “Pursuit” Learning Paradigm in the Partitioning of Data
  3. Altmetric Badge
    Chapter 2 A Benchmark Framework to Evaluate Energy Disaggregation Solutions
  4. Altmetric Badge
    Chapter 3 Application of Deep Learning Long Short-Term Memory in Energy Demand Forecasting
  5. Altmetric Badge
    Chapter 4 Modelling of Compressors in an Industrial CO $$_2$$ -Based Operational Cooling System Using ANN for Energy Management Purposes
  6. Altmetric Badge
    Chapter 5 Outlier Detection in Temporal Spatial Log Data Using Autoencoder for Industry 4.0
  7. Altmetric Badge
    Chapter 6 Reservoir Computing Approaches Applied to Energy Management in Industry
  8. Altmetric Badge
    Chapter 7 Signal2Vec: Time Series Embedding Representation
  9. Altmetric Badge
    Chapter 8 Classification of Sounds Indicative of Respiratory Diseases
  10. Altmetric Badge
    Chapter 9 Eye Disease Prediction from Optical Coherence Tomography Images with Transfer Learning
  11. Altmetric Badge
    Chapter 10 Severe Asthma Exacerbations Prediction Using Neural Networks
  12. Altmetric Badge
    Chapter 11 A New Generalized Neuron Model Applied to DNA Microarray Classification
  13. Altmetric Badge
    Chapter 12 A Hybrid Approach for the Fighting Game AI Challenge: Balancing Case Analysis and Monte Carlo Tree Search for the Ultimate Performance in Unknown Environment
  14. Altmetric Badge
    Chapter 13 A Probabilistic Graph-Based Method to Improve Recommender System Accuracy
  15. Altmetric Badge
    Chapter 14 A Robust Deep Ensemble Classifier for Figurative Language Detection
  16. Altmetric Badge
    Chapter 15 Enhanced Feature Selection for Facial Expression Recognition Systems with Genetic Algorithms
  17. Altmetric Badge
    Chapter 16 Imaging Time-Series for NILM
  18. Altmetric Badge
    Chapter 17 Learning Meaningful Sentence Embedding Based on Recursive Auto-encoders
  19. Altmetric Badge
    Chapter 18 Pruning Extreme Wavelets Learning Machine by Automatic Relevance Determination
  20. Altmetric Badge
    Chapter 19 Students’ Performance Prediction Model Using Meta-classifier Approach
  21. Altmetric Badge
    Chapter 20 A Deep Network System for Simulated Autonomous Driving Using Behavioral Cloning
  22. Altmetric Badge
    Chapter 21 A Machine Hearing Framework for Real-Time Streaming Analytics Using Lambda Architecture
  23. Altmetric Badge
    Chapter 22 Deep Learning and Change Detection for Fall Recognition
  24. Altmetric Badge
    Chapter 23 Image Classification Using Deep Neural Networks: Transfer Learning and the Handling of Unknown Images
  25. Altmetric Badge
    Chapter 24 L earnae : Distributed and Resilient Deep Neural Network Training for Heterogeneous Peer to Peer Topologies
  26. Altmetric Badge
    Chapter 25 Predicting Customer Churn Using Artificial Neural Network
  27. Altmetric Badge
    Chapter 26 Virtual Sensor Based on a Deep Learning Approach for Estimating Efficiency in Chillers
  28. Altmetric Badge
    Chapter 27 Canonical Correlation Analysis Framework for the Reduction of Test Time in Industrial Manufacturing Quality Tests
  29. Altmetric Badge
    Chapter 28 Convolutional Neural Network for Detection of Building Contours Using Multisource Spatial Data
  30. Altmetric Badge
    Chapter 29 A Meta-multicriteria Approach to Estimate Drought Vulnerability Based on Fuzzy Pattern Recognition
  31. Altmetric Badge
    Chapter 30 Bioinspired Early Prediction of Earthquakes Inferred by an Evolving Fuzzy Neural Network Paradigm
  32. Altmetric Badge
    Chapter 31 Enhancing Disaster Response for Hazardous Materials Using Emerging Technologies: The Role of AI and a Research Agenda
  33. Altmetric Badge
    Chapter 32 Evolutionary Optimization on Artificial Neural Networks for Predicting the User’s Future Semantic Location
  34. Altmetric Badge
    Chapter 33 Global Minimum Depth in Edwards-Anderson Model
  35. Altmetric Badge
    Chapter 34 Imbalanced Datasets Resampling Through Self Organizing Maps and Genetic Algorithms
  36. Altmetric Badge
    Chapter 35 Improvement of Routing in Opportunistic Communication Networks of Vehicles by Unsupervised Machine Learning
  37. Altmetric Badge
    Chapter 36 Machine Learning Approach for Drone Perception and Control
  38. Altmetric Badge
    Chapter 37 A Deep Dense Neural Network for Bankruptcy Prediction
  39. Altmetric Badge
    Chapter 38 Stock Price Movements Classification Using Machine and Deep Learning Techniques-The Case Study of Indian Stock Market
  40. Altmetric Badge
    Chapter 39 Study of Stock Return Predictions Using Recurrent Neural Networks with LSTM
  41. Altmetric Badge
    Chapter 40 Comparison of Network Intrusion Detection Performance Using Feature Representation
  42. Altmetric Badge
    Chapter 41 Cyber Security Incident Handling, Warning and Response System for the European Critical Information Infrastructures (CyberSANE)
  43. Altmetric Badge
    Chapter 42 Fault Diagnosis in Direct Current Electric Motors via an Artificial Neural Network
  44. Altmetric Badge
    Chapter 43 On Predicting Bottlenecks in Wavefront Parallel Video Coding Using Deep Neural Networks
  45. Altmetric Badge
    Chapter 44 Recognizing Human Actions Using 3D Skeletal Information and CNNs
  46. Altmetric Badge
    Chapter 45 Staircase Detection Using a Lightweight Look-Behind Fully Convolutional Neural Network
  47. Altmetric Badge
    Chapter 46 Obstacle Detection Based on Generative Adversarial Networks and Fuzzy Sets for Computer-Assisted Navigation
Overall attention for this book and its chapters
Altmetric Badge

Mentioned by

twitter
15 tweeters
facebook
1 Facebook page

Citations

dimensions_citation
2 Dimensions

Readers on

mendeley
46 Mendeley
You are seeing a free-to-access but limited selection of the activity Altmetric has collected about this research output. Click here to find out more.
Title
Engineering Applications of Neural Networks
Published by
Springer International Publishing, August 2019
DOI 10.1007/978-3-030-20257-6
ISBNs
978-3-03-020256-9, 978-3-03-020257-6
Editors

Macintyre, John, Iliadis, Lazaros, Maglogiannis, Ilias, Jayne, Chrisina

Twitter Demographics

The data shown below were collected from the profiles of 15 tweeters who shared this research output. Click here to find out more about how the information was compiled.

Mendeley readers

The data shown below were compiled from readership statistics for 46 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 46 100%

Demographic breakdown

Readers by professional status Count As %
Student > Master 13 28%
Student > Ph. D. Student 12 26%
Researcher 7 15%
Student > Bachelor 4 9%
Lecturer 1 2%
Other 1 2%
Unknown 8 17%
Readers by discipline Count As %
Computer Science 17 37%
Engineering 11 24%
Economics, Econometrics and Finance 2 4%
Physics and Astronomy 1 2%
Chemistry 1 2%
Other 1 2%
Unknown 13 28%