Intelligent Computing Theories and Application 16th International Conference ICIC 2020 Bari Italy October 2 5 2020 Proceedings Part I De-Shuang Huang 9783030607999, 3030607984

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Product details:

• ISBN-10 ‏ : ‎ 3030608018
• ISBN-13 ‏ : ‎ 978-3030608019
• Author: De-Shuang Huang (Editor), Kang-Hyun Jo (Editor)

This two-volume set of LNCS 12463 and LNCS 12464 constitutes – in conjunction with the volume LNAI 12465 – the refereed proceedings of the 16th International Conference on Intelligent Computing, ICIC 2020, held in Bari, Italy, in October 2020. The 162 full papers of the three proceedings volumes were carefully reviewed and selected from 457 submissions.

The ICIC theme unifies the picture of contemporary intelligent computing techniques as an integral concept that highlights the trends in advanced computational intelligence and bridges theoretical research with applications. The theme for this conference is “Advanced Intelligent Computing Methodologies and Applications.” Papers related to this theme are especially solicited, addressing theories, methodologies, and applications in science and technology.

Table of contents:

1. Evolutionary Computing and Learning
2. Entry Deterrence Game Under Ambiguity
3. Identification of Cell Types from Single-Cell Transcriptomes Using a Novel Clustering Framework
4. Two-Stage Learning Brain Storm Optimizer
5. A Modified Bacterial Foraging Optimizer with Adaptive Chemotactic Step in Dynamic Search Region
6. Novel Mutation Operators of a Variable-Length Representation for EC-Based Feature Selection in High-Dimensional Data
7. Swarm Intelligence and Optimization
8. Phasor Symbiotic Organisms Search Algorithm for Global Optimization
9. Compressed Sensing and Sparse Coding
10. Essential Proteins Identification Based on Integrated Network
11. Neural Networks
12. Time Sequence Features Extraction Algorithm of Lying Speech Based on Sparse CNN and LSTM
13. An Improved Conditional Generative Adversarial Network for Microarray Data
14. A Cognitive Model of Morphological Neural Network
15. SharedNet: A Novel Efficient Convolutional Architecture Based on Group Sharing Convolution
16. Paying Deep Attention to Both Neighbors and Multiple Tasks
17. Image Classification Based on Deep Belief Network and YELM
18. Double Channel Neural Non Invasive Blood Pressure Prediction
19. Unsupervised Multi-omic Data Fusion: The Neural Graph Learning Network
20. Random Occlusion Recovery with Noise Channel for Person Re-identification
21. Detection of Abnormal Behavior Based on the Scene of Anti-photographing
22. Signal Processing
23. Emergency Siren Recognition in Urban Scenarios: Synthetic Dataset and Deep Learning Models
24. Pattern Recognition
25. Cucumber Disease Recognition Based on Depthwise Separable Convolution
26. Noise Robust Illumination Invariant Face Recognition via Contourlet Transform in Logarithm Domain
27. License Plate Detection and Recognition Technology for Complex Real Scenarios
28. Biometrics Recognition
29. Shallow Neural Network for Biometrics from the ECG-WATCH
30. Image Processing
31. Component Tree Computation of 2D Images
32. An Efficient Method for Computation of Entropy and Joint Entropy of Images
33. A Hybrid Convolutional Neural Network for Complex Leaves Identification
34. Low Contrast Chinese Rubbing Image Segmentation Based on Gradient Filtering
35. Industrial Smoke Image Segmentation Based on a New Algorithm of Cross-Entropy Model
36. Efficient Segmentation Using Gamma Correction with Complement Image of Chinese Rubbing Image
37. State Spatial Selectivity and Its Impacts on Urban Sprawl: Insights from Remote Sensing Images of Zhuhai
38. A Tversky Loss-Based Convolutional Neural Network for Liver Vessels Segmentation
39. A Classification Algorithm for Real Collar Images
40. Accurate and Efficient Traffic Sign Detection with a Guided Region Enlarging Algorithm
41. Plant Leaf Recognition Network Based on Feature Learning and Metric Learning
42. Position Attention-Guided Learning for Infrared-Visible Person Re-identification
43. A Novel Approach Based on Region Growing Algorithm for Liver and Spleen Segmentation from CT Scans
44. Information Security
45. A Novel Approach of Steganalysis to Deal with Steganographic Algorithm Mismatch
46. Research on User Information Security in the Context of New Media
47. Research on Software Community Division Method Based on Inter-node Dependency
48. Blockchain-Based Group Key Management Scheme in IoT
49. Research on Ideological and Political Education of College Students Based on Network Information Security
50. Artificial Intelligence in Biological and Medical Information Procession
51. A Novel Plastic Neural Model with Dendritic Computation for Classification Problems
52. Improving Approximate Logic Neuron Model by Means of a Novel Learning Algorithm
53. Recent Advances in Deep Learning Methods and Techniques for Medical Image Analysis
54. Detection of COVID-19 by GoogLeNet-COD
55. A Big Data Driven Model for Screening Electricity Customers
56. The Evaluation Model Research of Power Supply Service Under the Background of “Running Once at Most”
57. Customer Characteristics Analysis Module for Operation Platform
58. Reconstruction and Re-ranking: A Simple and Effective Approach for Question Answering
59. Research on Offline State Management Technology of Metered Assets Based on Internet of Things
60. Assessment and Application Research on the Carrying Capacity of Township Power Supply Station Based on Big Data Analysis
61. Research on the Optimization of Mobile Work Terminal Positioning Function Based on LBS
62. Study on Line Loss Prediction of Low-Voltage Platform Area Based on Internet of Things
63. Research on Unstructured Electronic Archives Query Based on Visual Retrieval Technology

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