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16th PRICAI 2019: Cuvu, Yanuca Island, Fiji - Part III
- Abhaya C. Nayak
, Alok Sharma:
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. Lecture Notes in Computer Science 11672, Springer 2019, ISBN 978-3-030-29893-7
Detection and Classification
- Yi Huang, Adams Wai-Kin Kong, Kwok-Yan Lam:
Attacking Object Detectors Without Changing the Target Object. 3-15 - Yu Quan, Zhixin Li, Fengqi Zhang, Canlong Zhang:
D_dNet-65 R-CNN: Object Detection Model Fusing Deep Dilated Convolutions and Light-Weight Networks. 16-28 - Fengwei Jia
Bi-directional Features Reuse Network for Salient Object Detection. 29-41 - Sidra Hanif, Chao Li, Anis Alazzawe, Longin Jan Latecki
Image Retrieval with Similar Object Detection and Local Similarity to Detected Objects. 42-55 - Wenhao Bian, Jie Wang, Bojin Zhuang, Jiankui Yang, Shaojun Wang, Jing Xiao:
Audio-Based Music Classification with DenseNet and Data Augmentation. 56-65 - Hongya Wang, Weidong Cheng, Kaiyan Guo, Yingyuan Xiao, Zhenyu Liu:
Bayesian Classifier Modeling for Dirty Data. 66-79 - Mengchao Bai, Xi Jia, Weicheng Xie, Linlin Shen:
Adversarial Feature Distillation for Facial Expression Recognition. 80-92 - Jialin Gao, Jiani Li, Guanshuo Wang, Yufeng Yuan, Xi Zhou:
General Interaction-Aware Neural Network for Action Recognition. 93-106 - Zhili Xiong, Longyuan Li, Junchi Yan, Haiyang Wang, Hao He, Yaohui Jin:
Differential Privacy with Variant-Noise for Gaussian Processes Classification. 107-119
Language Technology
- Tongtong Wu, Meng Wang, Huan Gao, Guilin Qi, Weizhuo Li:
Zero-Shot Slot Filling via Latent Question Representation and Reading Comprehension. 123-136 - Yudi Chen, Yu Zhou, Dongbao Yang, Weiping Wang:
Constrained Relation Network for Character Detection in Scene Images. 137-149 - Renqiang Li, Hong Liu, Xiangdong Wang, Yueliang Qian:
Effective Optical Braille Recognition Based on Two-Stage Learning for Double-Sided Braille Image. 150-163 - Tingming Lu, Yaocheng Gui, Zhiqiang Gao:
Document-Level Named Entity Recognition with Q-Network. 164-178 - Si Chen, Liangguo Wang
Deep Learning Method with Attention for Extreme Multi-label Text Classification. 179-190 - Jicheng Lei, Jiali Yu, Chunhui He
Rule-Based HierarchicalRank: An Unsupervised Approach to Visible Tag Extraction from Semi-structured Chinese Text. 191-205 - Ngo Xuan Bach, Trieu Khuong Duy, Tu Minh Phuong:
A POS Tagging Model for Vietnamese Social Media Text Using BiLSTM-CRF with Rich Features. 206-219 - Chenlong Hu, Mikio Nakano
AutoEncoder Guided Bootstrapping of Semantic Lexicon. 220-233 - Kaiqiang Zhang, Shupeng Wang, Binbin Li, Feng Mei, Jianyu Zhang:
Hierarchical Convolutional Attention Networks Using Joint Chinese Word Embedding for Text Classification. 234-246 - Jing Ma, Xiaofeng Li, Chi Li, Bo He, Xiaoyu Guo:
Machine Learning Based Cross-border E-Commerce Commodity Customs Product Name Recognition Algorithm. 247-256 - Xu Lu, Jie Wang, Bojin Zhuang, Shaojun Wang, Jing Xiao:
A Syllable-Structured, Contextually-Based Conditionally Generation of Chinese Lyrics. 257-265 - Xiangdong Su, Huali Xu, Yue Zhang, Yanke Kang, Guanglai Gao, Batushiren:
An End-to-End Preprocessor Based on Adversiarial Learning for Mongolian Historical Document OCR. 266-272 - Dabiao Ma, Zhiba Su, Wenxuan Wang, Yuhao Lu, Zhen Li:
UFANS: U-Shaped Fully-Parallel Acoustic Neural Structure for Statistical Parametric Speech Synthesis. 273-278 - Haoshen Fan, Jie Wang, Bojin Zhuang, Shaojun Wang, Jing Xiao:
A Hierarchical Attention Based Seq2Seq Model for Chinese Lyrics Generation. 279-288 - Kok Weiying, Duc Nghia Pham, Yasaman Eftekharypour, Ang Jia Pheng:
Benchmarking NLP Toolkits for Enterprise Application. 289-294
Robotics, IOT and Traffic Automation
- Sisi Cao, Wenbo Zheng
Unsupervised Data Augmentation for Improving Traffic Sign Recognition. 297-306 - Xiaocai Zhang
Detection of Anomalous Traffic Patterns and Insight Analysis from Bus Trajectory Data. 307-321 - Misbah Javaid
Knowledge-Based Robotic Agent as a Game Player. 322-336 - Shunya Kitagawa, Ahmed Moustafa, Takayuki Ito
Urban Traffic Control Using Distributed Multi-agent Deep Reinforcement Learning. 337-349 - Dehui Li, Zhiguo Cao, Ke Xian
Limited Receptive Field Network for Real-Time Driving Scene Semantic Segmentation. 350-362 - Fan Bi, Sebastian Stein
A Truthful Online Mechanism for Resource Allocation in Fog Computing. 363-376 - Jianglin Qiao, Dongmo Zhang, Dave de Jonge:
Graph Representation of Road and Traffic for Autonomous Driving. 377-384
Biometrics and Bioinformatics
- Ankita Shukla
Primate Face Identification in the Wild. 387-401 - Piotr Rudol
Evaluation of Human Body Detection Using Deep Neural Networks with Highly Compressed Videos for UAV Search and Rescue Missions. 402-417 - Guillaume Mougeot
A Deep Learning Approach for Dog Face Verification and Recognition. 418-430 - Pias Paul, Moh. Anwar-Ul-Azim Bhuiya, Md. Ayat Ullah, Molla Nazmus Saqib, Nabeel Mohammed
A Modern Approach for Sign Language Interpretation Using Convolutional Neural Network. 431-444 - Edwin Vans, Alok Sharma
Clustering of Small-Sample Single-Cell RNA-Seq Data via Feature Clustering and Selection. 445-456 - Mahdi Abdollahi
Stratifying Risk of Coronary Artery Disease Using Discriminative Knowledge-Guided Medical Concept Pairings from Clinical Notes. 457-473 - Samaneh Azari, Bing Xue, Mengjie Zhang, Lifeng Peng:
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. 474-487 - Vineet Singh
Computational Prediction of Lysine Pupylation Sites in Prokaryotic Proteins Using Position Specific Scoring Matrix into Bigram for Feature Extraction. 488-500 - Dongliang Ma, Hao Wu, Jun Sun, Chunjing Yu, Li Liu:
A Light-Weight Context-Aware Self-Attention Model for Skin Lesion Segmentation. 501-505 - Rahul Kumar
Development of an Assistive Tongue Drive System for Disabled Individuals. 506-511
Other Applications
- Sibo Gai, Feng Zhao, Yachen Kang, Zhengyu Chen
Deep Transfer Collaborative Filtering for Recommender Systems. 515-528 - Quan Do, Sunny Verma, Fang Chen
Multiple Knowledge Transfer for Cross-Domain Recommendation. 529-542 - Quanchao Liu, Yue Hu:
Joint Extraction of Opinion Targets and Opinion Expressions Based on Cascaded Model. 543-554 - Sunny Verma, Chen Wang, Liming Zhu
Towards Effective Data Augmentations via Unbiased GAN Utilization. 555-567 - Sandeepa Kannangara, Wayne Wobcke:
Weakly Supervised Joint Entity-Sentiment-Issue Model for Political Opinion Mining. 568-581 - Wen Gu, Ahmed Moustafa, Takayuki Ito
A Case-Based Reasoning Approach for Facilitating Online Discussions. 582-592 - Wenbo Guo, Dongliang Mu, Ligeng Chen, Jinxuan Gai:
Building Adversarial Defense with Non-invertible Data Transformations. 593-606 - Zihao Ling, Yingyuan Xiao, Hongya Wang, Lei Xu
Extracting Implicit Friends from Heterogeneous Information Network for Social Recommendation. 607-620 - Junhong Chen, Jiuchao Qian, Xiaoguang Zhu, Fei Wen, Yan Hong, Peilin Liu:
CD-ABM: Curriculum Design with Attention Branch Model for Person Re-identification. 621-635 - Jiexi Liu, Songcan Chen:
Non-stationary Multivariate Time Series Prediction with Selective Recurrent Neural Networks. 636-649 - Bin Wang, Yanan Sun
A Hybrid GA-PSO Method for Evolving Architecture and Short Connections of Deep Convolutional Neural Networks. 650-663 - Mingyang Guan, Dandan Song, Linmi Tao:
Deep Feature Translation Network Guided by Combined Loss for Single Image Super-Resolution. 664-677 - Yingchu Xin, Chunyu Wang, Yali Cui, Chao Gao, Xianghua Li:
Heterogeneity-Oriented Immunization Strategy on Multiplex Networks. 678-690 - Xiaolong Huang, Edmond Zhang, Yun Sing Koh
Supervised Clinical Abbreviations Detection and Normalisation Approach. 691-703 - Sandya De Alwis
Duo Attention with Deep Learning on Tomato Yield Prediction and Factor Interpretation. 704-715 - Xiaojuan Cheng
Fast Valuation of Large Portfolios of Variable Annuities via Transfer Learning. 716-728 - James D. Kimata, M. G. M. Khan, Anuraganand Sharma, Mahmood A. Rashid
Forecasting of Currency Exchange Rate Using Artificial Neural Network: A Case Study of Solomon Island Dollar. 729-733 - Chenfei Zhao, Lan Hu:
CapDRL: A Deep Capsule Reinforcement Learning for Movie Recommendation. 734-739 - Kingshuk Mazumdar, Dongmo Zhang, Yi Guo:
Portfolio Risk Optimisation and Diversification Using Swarm Intelligence. 740-747 - Kingshuk Mazumdar, Dongmo Zhang, Yi Guo:
Multi-peak Algorithmic Trading Strategies Using Grey Wolf Optimizer. 748-754
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