↓ Skip to main content

Artificial Neural Networks and Machine Learning – ICANN 2018

Overview of attention for book
Cover of 'Artificial Neural Networks and Machine Learning – ICANN 2018'

Table of Contents

  1. Altmetric Badge
    Book Overview
  2. Altmetric Badge
    Chapter 1 Rank-Revealing Orthogonal Decomposition in Extreme Learning Machine Design
  3. Altmetric Badge
    Chapter 2 An Improved CAD Framework for Digital Mammogram Classification Using Compound Local Binary Pattern and Chaotic Whale Optimization-Based Kernel Extreme Learning Machine
  4. Altmetric Badge
    Chapter 3 A Novel Echo State Network Model Using Bayesian Ridge Regression and Independent Component Analysis
  5. Altmetric Badge
    Chapter 4 A Model for Detection of Angular Velocity of Image Motion Based on the Temporal Tuning of the Drosophila
  6. Altmetric Badge
    Chapter 5 Local Decimal Pattern for Pollen Image Recognition
  7. Altmetric Badge
    Chapter 6 New Architecture of Correlated Weights Neural Network for Global Image Transformations
  8. Altmetric Badge
    Chapter 7 Compression-Based Clustering of Video Human Activity Using an ASCII Encoding
  9. Altmetric Badge
    Chapter 8 Deep Autoencoders for Additional Insight into Protein Dynamics
  10. Altmetric Badge
    Chapter 9 Pilot Design of a Rule-Based System and an Artificial Neural Network to Risk Evaluation of Atherosclerotic Plaques in Long-Range Clinical Research
  11. Altmetric Badge
    Chapter 10 A Multi-channel Multi-classifier Method for Classifying Pancreatic Cystic Neoplasms Based on ResNet
  12. Altmetric Badge
    Chapter 11 Breast Cancer Histopathological Image Classification via Deep Active Learning and Confidence Boosting
  13. Altmetric Badge
    Chapter 12 Epileptic Seizure Prediction from EEG Signals Using Unsupervised Learning and a Polling-Based Decision Process
  14. Altmetric Badge
    Chapter 13 Classification of Bone Tumor on CT Images Using Deep Convolutional Neural Network
  15. Altmetric Badge
    Chapter 14 DSL: Automatic Liver Segmentation with Faster R-CNN and DeepLab
  16. Altmetric Badge
    Chapter 15 Temporal Convolution Networks for Real-Time Abdominal Fetal Aorta Analysis with Ultrasound
  17. Altmetric Badge
    Chapter 16 An Original Neural Network for Pulmonary Tuberculosis Diagnosis in Radiographs
  18. Altmetric Badge
    Chapter 17 Computerized Counting-Based System for Acute Lymphoblastic Leukemia Detection in Microscopic Blood Images
  19. Altmetric Badge
    Chapter 18 Right Ventricle Segmentation in Cardiac MR Images Using U-Net with Partly Dilated Convolution
  20. Altmetric Badge
    Chapter 19 Model Based on Support Vector Machine for the Estimation of the Heart Rate Variability
  21. Altmetric Badge
    Chapter 20 High-Resolution Generative Adversarial Neural Networks Applied to Histological Images Generation
  22. Altmetric Badge
    Chapter 21 Tensor Learning in Multi-view Kernel PCA
  23. Altmetric Badge
    Chapter 22 ACM: Learning Dynamic Multi-agent Cooperation via Attentional Communication Model
  24. Altmetric Badge
    Chapter 23 Improving Fuel Economy with LSTM Networks and Reinforcement Learning
  25. Altmetric Badge
    Chapter 24 Action Markets in Deep Multi-Agent Reinforcement Learning
  26. Altmetric Badge
    Chapter 25 Continuous-Time Spike-Based Reinforcement Learning for Working Memory Tasks
  27. Altmetric Badge
    Chapter 26 Reinforcement Learning for Joint Extraction of Entities and Relations
  28. Altmetric Badge
    Chapter 27 TextNet for Text-Related Image Quality Assessment
  29. Altmetric Badge
    Chapter 28 A Target Dominant Sets Clustering Algorithm
  30. Altmetric Badge
    Chapter 29 Input Pattern Complexity Determines Specialist and Generalist Populations in Drosophila Neural Network
  31. Altmetric Badge
    Chapter 30 A Hybrid Planning Strategy Through Learning from Vision for Target-Directed Navigation
  32. Altmetric Badge
    Chapter 31 Check Regularization: Combining Modularity and Elasticity for Memory Consolidation
  33. Altmetric Badge
    Chapter 32 Con-CNAME: A Contextual Multi-armed Bandit Algorithm for Personalized Recommendations
  34. Altmetric Badge
    Chapter 33 Real-Time Session-Based Recommendations Using LSTM with Neural Embeddings
  35. Altmetric Badge
    Chapter 34 Imbalanced Data Classification Based on MBCDK-means Undersampling and GA-ANN
  36. Altmetric Badge
    Chapter 35 Evolutionary Tuning of a Pulse Mormyrid Electromotor Model to Generate Stereotyped Sequences of Electrical Pulse Intervals
  37. Altmetric Badge
    Chapter 36 An Overview of Frank-Wolfe Optimization for Stochasticity Constrained Interpretable Matrix and Tensor Factorization
  38. Altmetric Badge
    Chapter 37 A Bio-Feasible Computational Circuit for Neural Activities Persisting and Decaying
  39. Altmetric Badge
    Chapter 38 Granger Causality to Reveal Functional Connectivity in the Mouse Basal Ganglia-Thalamocortical Circuit
  40. Altmetric Badge
    Chapter 39 A Temporal Estimate of Integrated Information for Intracranial Functional Connectivity
  41. Altmetric Badge
    Chapter 40 Randomization vs Optimization in SVM Ensembles
  42. Altmetric Badge
    Chapter 41 An Energy-Based Convolutional SOM Model with Self-adaptation Capabilities
  43. Altmetric Badge
    Chapter 42 A Hierarchy Based Influence Maximization Algorithm in Social Networks
  44. Altmetric Badge
    Chapter 43 Convolutional Neural Networks in Combination with Support Vector Machines for Complex Sequential Data Classification
  45. Altmetric Badge
    Chapter 44 Classification of SIP Attack Variants with a Hybrid Self-enforcing Network
  46. Altmetric Badge
    Chapter 45 Generalized Multi-view Unsupervised Feature Selection
  47. Altmetric Badge
    Chapter 46 Performance Anomaly Detection Models of Virtual Machines for Network Function Virtualization Infrastructure with Machine Learning
  48. Altmetric Badge
    Chapter 47 Emergence of Sensory Representations Using Prediction in Partially Observable Environments
  49. Altmetric Badge
    Chapter 48 Change Detection in Individual Users’ Behavior
  50. Altmetric Badge
    Chapter 49 Extraction and Localization of Non-contaminated Alpha and Gamma Oscillations from EEG Signal Using Finite Impulse Response, Stationary Wavelet Transform, and Custom FIR
  51. Altmetric Badge
    Chapter 50 Chaotic Complex-Valued Associative Memory with Adaptive Scaling Factor
  52. Altmetric Badge
    Chapter 51 Computation of Air Traffic Flow Management Performance with Long Short-Term Memories Considering Weather Impact
  53. Altmetric Badge
    Chapter 52 A Study on the Influence of Wavelet Number Change in the Wavelet Neural Network Architecture for 3D Mesh Deformation Using Trust Region Spherical Parameterization
  54. Altmetric Badge
    Chapter 53 Combining Memory and Non-linearity in Echo State Networks
  55. Altmetric Badge
    Chapter 54 A Neural Network of Multiresolution Wavelet Analysis
  56. Altmetric Badge
    Chapter 55 Fast Supervised Selection of Prototypes for Metric-Based Learning
  57. Altmetric Badge
    Chapter 56 Modeling Data Center Temperature Profile in Terms of a First Order Polynomial RBF Network Trained by Particle Swarm Optimization
  58. Altmetric Badge
    Chapter 57 Incorporating Worker Similarity for Label Aggregation in Crowdsourcing
  59. Altmetric Badge
    Chapter 58 NoSync: Particle Swarm Inspired Distributed DNN Training
Attention for Chapter 15: Temporal Convolution Networks for Real-Time Abdominal Fetal Aorta Analysis with Ultrasound
Altmetric Badge

Citations

dimensions_citation
11 Dimensions

Readers on

mendeley
8 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
Temporal Convolution Networks for Real-Time Abdominal Fetal Aorta Analysis with Ultrasound
Chapter number 15
Book title
Artificial Neural Networks and Machine Learning – ICANN 2018
Published by
Springer, Cham, September 2018
DOI 10.1007/978-3-030-01421-6_15
Book ISBNs
978-3-03-001420-9, 978-3-03-001421-6
Authors

Nicoló Savioli, Silvia Visentin, Erich Cosmi, Enrico Grisan, Pablo Lamata, Giovanni Montana, Savioli, Nicoló, Visentin, Silvia, Cosmi, Erich, Grisan, Enrico, Lamata, Pablo, Montana, Giovanni

Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 8 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 8 100%

Demographic breakdown

Readers by professional status Count As %
Student > Bachelor 2 25%
Researcher 2 25%
Other 1 13%
Student > Doctoral Student 1 13%
Unknown 2 25%
Readers by discipline Count As %
Medicine and Dentistry 3 38%
Computer Science 1 13%
Psychology 1 13%
Engineering 1 13%
Unknown 2 25%