PRICAI 2019 Trends in Artificial Intelligence 16th Pacific Rim International Conference on Artificial Intelligence Cuvu Yanuca Island Fiji August 26 30 2019 Proceedings Part III 1st Edition by Abhaya C Nayak, Alok Sharma ISBN 9783030298937 3030298930

PRICAI 2019 Trends in Artificial Intelligence 16th Pacific Rim International Conference on Artificial Intelligence Cuvu Yanuca Island Fiji August 26 30 2019 Proceedings Part III 1st Edition by Abhaya C. Nayak, Alok Sharma – Ebook PDF Instant Download/Delivery: 9783030298937, 3030298930

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Product details:

ISBN 10:  3030298930

ISBN 13: 9783030298937

Author:  Abhaya C. Nayak, Alok Sharma

 This three-volume set LNAI 11670, LNAI 11671, and LNAI 11672 constitutes  the thoroughly refereed proceedings of the 16th Pacific Rim Conference on Artificial Intelligence, PRICAI 2019, held in Cuvu, Yanuca Island, Fiji, in August 2019.

The 111 full papers and 13 short papers presented in these volumes were carefully reviewed and selected from 265 submissions. PRICAI covers a wide range of topics such as AI theories, technologies and their applications in the areas of social and economic importance for countries in the Pacific Rim.

Table of contents: 

1. Attacking Object Detectors Without Changing the Target Object

2. D_dNet-65 R-CNN: Object Detection Model Fusing Deep Dilated Convolutions and Light-Weight Networks

3. Bi-directional Features Reuse Network for Salient Object Detection

4. Image Retrieval with Similar Object Detection and Local Similarity to Detected Objects

5. Audio-Based Music Classification with DenseNet and Data Augmentation

6. Bayesian Classifier Modeling for Dirty Data

7. Adversarial Feature Distillation for Facial Expression Recognition

8. General Interaction-Aware Neural Network for Action Recognition

9. Differential Privacy with Variant-Noise for Gaussian Processes Classification

10. Zero-Shot Slot Filling via Latent Question Representation and Reading Comprehension

11. Constrained Relation Network for Character Detection in Scene Images

12. Effective Optical Braille Recognition Based on Two-Stage Learning for Double-Sided Braille Image

13. Document-Level Named Entity Recognition with Q-Network

14. Deep Learning Method with Attention for Extreme Multi-label Text Classification

15. Rule-Based HierarchicalRank: An Unsupervised Approach to Visible Tag Extraction from Semi-structured Chinese Text

16. A POS Tagging Model for Vietnamese Social Media Text Using BiLSTM-CRF with Rich Features

17. AutoEncoder Guided Bootstrapping of Semantic Lexicon

18. Hierarchical Convolutional Attention Networks Using Joint Chinese Word Embedding for Text Classification

19. Machine Learning Based Cross-border E-Commerce Commodity Customs Product Name Recognition Algorithm

20. A Syllable-Structured, Contextually-Based Conditionally Generation of Chinese Lyrics

21. An End-to-End Preprocessor Based on Adversarial Learning for Mongolian Historical Document OCR

22. UFANS: U-Shaped Fully-Parallel Acoustic Neural Structure for Statistical Parametric Speech Synthesis

23. A Hierarchical Attention Based Seq2Seq Model for Chinese Lyrics Generation

24. Benchmarking NLP Toolkits for Enterprise Application

25. Unsupervised Data Augmentation for Improving Traffic Sign Recognition

26. Detection of Anomalous Traffic Patterns and Insight Analysis from Bus Trajectory Data

27. Knowledge-Based Robotic Agent as a Game Player

28. Urban Traffic Control Using Distributed Multi-agent Deep Reinforcement Learning

29. Limited Receptive Field Network for Real-Time Driving Scene Semantic Segmentation

30. A Truthful Online Mechanism for Resource Allocation in Fog Computing

31. Graph Representation of Road and Traffic for Autonomous Driving

32. Primate Face Identification in the Wild

33. Evaluation of Human Body Detection Using Deep Neural Networks with Highly Compressed Videos for UAV Search and Rescue Missions

34. A Deep Learning Approach for Dog Face Verification and Recognition

35. A Modern Approach for Sign Language Interpretation Using Convolutional Neural Network

36. Clustering of Small-Sample Single-Cell RNA-Seq Data via Feature Clustering and Selection

37. Stratifying Risk of Coronary Artery Disease Using Discriminative Knowledge-Guided Medical Concept Pairings from Clinical Notes

38. Improving the Results of De novo Peptide Identification via Tandem Mass Spectrometry Using a Genetic Programming-Based Scoring Function for Re-ranking Peptide-Spectrum Matches

39. Computational Prediction of Lysine Pupylation Sites in Prokaryotic Proteins Using Position Specific Scoring Matrix into Bigram for Feature Extraction

40. A Light-Weight Context-Aware Self-Attention Model for Skin Lesion Segmentation

41. Development of an Assistive Tongue Drive System for Disabled Individuals

42. Deep Transfer Collaborative Filtering for Recommender Systems

43. Multiple Knowledge Transfer for Cross-Domain Recommendation

44. Joint Extraction of Opinion Targets and Opinion Expressions Based on Cascaded Model

45. Towards Effective Data Augmentations via Unbiased GAN Utilization

46. Weakly Supervised Joint Entity-Sentiment-Issue Model for Political Opinion Mining

47. A Case-Based Reasoning Approach for Facilitating Online Discussions

48. Building Adversarial Defense with Non-invertible Data Transformations

49. Extracting Implicit Friends from Heterogeneous Information Network for Social Recommendation

50. CD-ABM: Curriculum Design with Attention Branch Model for Person Re-identification

51. Non-stationary Multivariate Time Series Prediction with Selective Recurrent Neural Networks

52. A Hybrid GA-PSO Method for Evolving Architecture and Short Connections of Deep Convolutional Neural Networks

53. Deep Feature Translation Network Guided by Combined Loss for Single Image Super-Resolution

54. Heterogeneity-Oriented Immunization Strategy on Multiplex Networks

55. Supervised Clinical Abbreviations Detection and Normalisation Approach

56. Duo Attention with Deep Learning on Tomato Yield Prediction and Factor Interpretation

57. Fast Valuation of Large Portfolios of Variable Annuities via Transfer Learning

58. Forecasting of Currency Exchange Rate Using Artificial Neural Network: A Case Study of Solomon Island Dollar

59. CapDRL: A Deep Capsule Reinforcement Learning for Movie Recommendation

60. Portfolio Risk Optimisation and Diversification Using Swarm Intelligence

61. Multi-peak Algorithmic Trading Strategies Using Grey Wolf Optimizer

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Tags: Abhaya C Nayak, Alok Sharma, PRICAI 2019, Artificial Intelligence, Pacific Rim, International Conference, Artificial Intelligence, Cuvu Yanuca Island, Fiji, Proceedings, Part III