↓ 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 Motion-Specialized Deep Convolutional Descriptor for Plant Water Stress Estimation
  3. Altmetric Badge
    Chapter 2 Analysis of Parallel Process in HVAC Systems Using Deep Autoencoders
  4. Altmetric Badge
    Chapter 3 A Neural Network Approach for Predicting the Diameters of Electrospun Polyvinylacetate (PVAc) Nanofibers
  5. Altmetric Badge
    Chapter 4 Using Advanced Audio Generating Techniques to Model Electrical Energy Load
  6. Altmetric Badge
    Chapter 5 Memristor Based Chaotic Neural Network with Application in Nonlinear Cryptosystem
  7. Altmetric Badge
    Chapter 6 DSS-PSP - A Decision Support Software for Evaluating Students’ Performance
  8. Altmetric Badge
    Chapter 7 Predicting Student Performance in Distance Higher Education Using Active Learning
  9. Altmetric Badge
    Chapter 8 Heuristics-Based Detection to Improve Text/Graphics Segmentation in Complex Engineering Drawings
  10. Altmetric Badge
    Chapter 9 Intrinsic Plagiarism Detection with Feature-Rich Imbalanced Dataset Learning
  11. Altmetric Badge
    Chapter 10 Random Resampling in the One-Versus-All Strategy for Handling Multi-class Problems
  12. Altmetric Badge
    Chapter 11 A Spiking One-Class Anomaly Detection Framework for Cyber-Security on Industrial Control Systems
  13. Altmetric Badge
    Chapter 12 Boosted Residual Networks
  14. Altmetric Badge
    Chapter 13 A Convolutional Approach to Multiword Expression Detection Based on Unsupervised Distributed Word Representations and Task-Driven Embedding of Lexical Features
  15. Altmetric Badge
    Chapter 14 Remarks on Tea Leaves Aroma Recognition Using Deep Neural Network
  16. Altmetric Badge
    Chapter 15 Baby Cry Sound Detection: A Comparison of Hand Crafted Features and Deep Learning Approach
  17. Altmetric Badge
    Chapter 16 Deep Convolutional Neural Networks for Fire Detection in Images
  18. Altmetric Badge
    Chapter 17 Improving Face Pose Estimation Using Long-Term Temporal Averaging for Stochastic Optimization
  19. Altmetric Badge
    Chapter 18 Discriminatively Trained Autoencoders for Fast and Accurate Face Recognition
  20. Altmetric Badge
    Chapter 19 Fish Classification in Context of Noisy Images
  21. Altmetric Badge
    Chapter 20 Neuro-Fuzzy Network for Modeling the Shoreline Realignment of the Kamari Beach, Santorini, Greece
  22. Altmetric Badge
    Chapter 21 A Method for the Detection of the Most Suitable Fuzzy Implication for Data Applications
  23. Altmetric Badge
    Chapter 22 Applying the EFuNN Evolving Paradigm to the Recognition of Artefactual Beats in Continuous Seismocardiogram Recordings
  24. Altmetric Badge
    Chapter 23 Application of Asymmetric Networks to Movement Detection and Generating Independent Subspaces
  25. Altmetric Badge
    Chapter 24 Two Hidden Layers are Usually Better than One
  26. Altmetric Badge
    Chapter 25 Neural Networks as a Learning Component for Designing Board Games
  27. Altmetric Badge
    Chapter 26 Emotion Prediction of Sound Events Based on Transfer Learning
  28. Altmetric Badge
    Chapter 27 Interval Analysis Based Neural Network Inversion: A Means for Evaluating Generalization
  29. Altmetric Badge
    Chapter 28 A Novel Adaptive Learning Rate Algorithm for Convolutional Neural Network Training
  30. Altmetric Badge
    Chapter 29 Sparsity of Shallow Networks Representing Finite Mappings
  31. Altmetric Badge
    Chapter 30 Using Active Learning Methods for Predicting Fraudulent Financial Statements
  32. Altmetric Badge
    Chapter 31 Comparing Neural Networks for Predicting Stock Markets
  33. Altmetric Badge
    Chapter 32 Beyond Lesion Detection: Towards Semantic Interpretation of Endoscopy Videos
  34. Altmetric Badge
    Chapter 33 Assessment of Parkinson’s Disease Based on Deep Neural Networks
  35. Altmetric Badge
    Chapter 34 Detection of Malignant Melanomas in Dermoscopic Images Using Convolutional Neural Network with Transfer Learning
  36. Altmetric Badge
    Chapter 35 A New Metaheuristic Method for Optimization: Sonar Inspired Optimization
  37. Altmetric Badge
    Chapter 36 Data Preprocessing to Enhance Flow Forecasting in a Tropical River Basin
  38. Altmetric Badge
    Chapter 37 Information Feature Selection: Using Local Attribute Selections to Represent Connected Distributions in Complex Datasets
  39. Altmetric Badge
    Chapter 38 Optimization of Freight Transportation Brokerage Using Agents and Constraints
  40. Altmetric Badge
    Chapter 39 Driving Mental Fatigue Classification Based on Brain Functional Connectivity
  41. Altmetric Badge
    Chapter 40 A Package Recommendation Framework Based on Collaborative Filtering and Preference Score Maximization
  42. Altmetric Badge
    Chapter 41 Deriving Business Recommendations for Franchises Using Competitive Learning Driven MLP-Based Clustering
  43. Altmetric Badge
    Chapter 42 The 50/50 Recommender: A Method Incorporating Personality into Movie Recommender Systems
  44. Altmetric Badge
    Chapter 43 Recommender Systems Meeting Security: From Product Recommendation to Cyber-Attack Prediction
  45. Altmetric Badge
    Chapter 44 Machine Vision for Coin Recognition with ANNs: Effect of Training and Testing Parameters
  46. Altmetric Badge
    Chapter 45 Particle Swarm Optimization Algorithms for Autonomous Robots with Leaders Using Hilbert Curves
  47. Altmetric Badge
    Chapter 46 A Neural Circuit for Acoustic Navigation Combining Heterosynaptic and Non-synaptic Plasticity That Learns Stable Trajectories
  48. Altmetric Badge
    Chapter 47 An Implementation of Disease Spreading over Biological Networks
  49. Altmetric Badge
    Chapter 48 Combining LSTM and Feed Forward Neural Networks for Conditional Rhythm Composition
  50. Altmetric Badge
    Chapter 49 Efficient Identification of k-Closed Strings
  51. Altmetric Badge
    Chapter 50 Bloom Filters for Efficient Coupling Between Tables of a Database
  52. Altmetric Badge
    Chapter 51 A Random Forest Method to Detect Parkinson’s Disease via Gait Analysis
  53. Altmetric Badge
    Chapter 52 Efficient Computation of Palindromes in Sequences with Uncertainties
  54. Altmetric Badge
    Chapter 53 A Genetic Algorithm for Discovering Linguistic Communities in Spatiosocial Tensors with an Application to Trilingual Luxemburg
  55. Altmetric Badge
    Chapter 54 Analyzing the Mobile Learning System Behavior: The Case of the Russian Verbs of Motion
  56. Altmetric Badge
    Chapter 55 Implications of Multi-tenancy upon RRM/Self-x Functions Supporting Mobility Control
  57. Altmetric Badge
    Chapter 56 Design of Virtual Infrastructure Manager with Novel VNF Placement Features for Edge Clouds in 5G
  58. Altmetric Badge
    Chapter 57 On Introducing Knowledge Discovery Capabilities in Cloud-Enabled Small Cells
  59. Altmetric Badge
    Chapter 58 Are Small Cells and Network Intelligence at the Edge the Drivers for 5G Market Adoption? The SESAME Case
  60. Altmetric Badge
    Chapter 59 Putting Intelligence in the Network Edge Through NFV and Cloud Computing: The SESAME Approach
  61. Altmetric Badge
    Chapter 60 Inclusion of “Self-x” Properties in the SESAME-Based Wireless Backhaul for Support of Higher Performance
  62. Altmetric Badge
    Chapter 61 The Role of Virtualization in the Small Cell Enabled Mobile Edge Computing Ecosystem
Attention for Chapter 12: Boosted Residual Networks
Altmetric Badge

Citations

dimensions_citation
6 Dimensions

Readers on

mendeley
22 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.
Chapter title
Boosted Residual Networks
Chapter number 12
Book title
Engineering Applications of Neural Networks
Published by
Springer, Cham, August 2017
DOI 10.1007/978-3-319-65172-9_12
Book ISBNs
978-3-31-965171-2, 978-3-31-965172-9
Authors

Alan Mosca, George D. Magoulas

Mendeley readers

The data shown below were compiled from readership statistics for 22 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 22 100%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 6 27%
Student > Bachelor 4 18%
Researcher 4 18%
Student > Master 3 14%
Other 1 5%
Other 2 9%
Unknown 2 9%
Readers by discipline Count As %
Computer Science 16 73%
Engineering 2 9%
Physics and Astronomy 1 5%
Unknown 3 14%