Intelligent Computing Methodologies: 16th International Conference, ICIC 2020, Bari, Italy, October 2–5, 2020, Proceedings, Part III [1st ed.] 9783030607951, 9783030607968

Table of contents :
Front Matter ....Pages i-xxii
Front Matter ....Pages 1-1
Automatic Pose Estimation of Micro Unmanned Aerial Vehicle for Autonomous Landing (Manish Shrestha, Sanjeeb Prasad Panday, Basanta Joshi, Aman Shakya, Rom Kant Pandey)....Pages 3-15
A New Robotic Manipulator Calibration Method of Identification Kinematic and Compliance Errors (Phu-Nguyen Le, Hee-Jung Kang)....Pages 16-27
Person-Following Shopping Support Robot Using Kinect Depth Camera Based on 3D Skeleton Tracking (Md Matiqul Islam, Antony Lam, Hisato Fukuda, Yoshinori Kobayashi, Yoshinori Kuno)....Pages 28-37
Front Matter ....Pages 39-39
Real-Time Object Detection Based on Convolutional Block Attention Module (Ming-Yang Ban, Wei-Dong Tian, Zhong-Qiu Zhao)....Pages 41-50
Image Super-Resolution Network Based on Prior Information Fusion (Cheng Ding, Wei-Dong Tian, Zhong-Qiu Zhao)....Pages 51-61
TFPGAN: Tiny Face Detection with Prior Information and GAN (Dian Liu, Zhong-Qiu Zhao, Wei-Dong Tian)....Pages 62-73
Regenerating Image Caption with High-Level Semantics (Wei-Dong Tian, Nan-Xun Wang, Yue-Lin Sun, Zhong-Qiu Zhao)....Pages 74-86
Aggregated Deep Saliency Prediction by Self-attention Network (Ge Cao, Qing Tang, Kang-hyun Jo)....Pages 87-97
Identification of Diseases and Pests in Tomato Plants Through Artificial Vision (Ernesto García Amaro, Jair Cervantes Canales, Josué Espejel Cabrera, José Sergio Ruiz Castilla, Farid García Lamont)....Pages 98-109
Depth Guided Attention for Person Re-identification (Md Kamal Uddin, Antony Lam, Hisato Fukuda, Yoshinori Kobayashi, Yoshinori Kuno)....Pages 110-120
Improved Vision Based Pose Estimation for Industrial Robots via Sparse Regression (Diyar Khalis Bilal, Mustafa Unel, Lutfi Taner Tunc)....Pages 121-132
LiDAR-Camera-Based Deep Dense Fusion for Robust 3D Object Detection (Lihua Wen, Kang-Hyun Jo)....Pages 133-144
PON: Proposal Optimization Network for Temporal Action Proposal Generation (Xiaoxiao Peng, Jixiang Du, Hongbo Zhang)....Pages 145-157
Front Matter ....Pages 159-159
A Second-Order Adaptive Agent Network Model for Social Dynamics in a Classroom Setting (Kasper Nicholas, Eric Zonneveld, Jan Treur)....Pages 161-173
Front Matter ....Pages 175-175
A Fast Terminal Sliding Mode Control Strategy for Trajectory Tracking Control of Robotic Manipulators (Anh Tuan Vo, Hee-Jun Kang, Thanh Nguyen Truong)....Pages 177-189
An Active Disturbance Rejection Control Method for Robot Manipulators (Thanh Nguyen Truong, Hee-Jun Kang, Anh Tuan Vo)....Pages 190-201
A Fault Tolerant Control for Robotic Manipulators Using Adaptive Non-singular Fast Terminal Sliding Mode Control Based on Neural Third Order Sliding Mode Observer (Van-Cuong Nguyen, Hee-Jun Kang)....Pages 202-212
Fuzzy PID Controller for Adaptive Current Sharing of Energy Storage System in DC Microgrid (Duy-Long Nguyen, Hong-Hee Lee)....Pages 213-223
Deep Learning Based Fingerprints Reduction Approach for Visible Light-Based Indoor Positioning System (Huy Q. Tran, Cheolkeun Ha)....Pages 224-234
Front Matter ....Pages 235-235
Anomaly Detection for Time Series Based on the Neural Networks Optimized by the Improved PSO Algorithm (Wenxiang Guo, Xiyu Liu, Laisheng Xiang)....Pages 237-246
An Integration Framework for Liver Cancer Subtype Classification and Survival Prediction Based on Multi-omics Data (Zhonglie Wang, Rui Yan, Jie Liu, Yudong Liu, Fei Ren, Chunhou Zheng et al.)....Pages 247-257
Short-Term Rainfall Forecasting with E-LSTM Recurrent Neural Networks Using Small Datasets (Cristian Rodriguez Rivero, Julián Pucheta, Daniel Patiño, Paula Otaño, Leonardo Franco, Gustavo Juarez)....Pages 258-270
A Highly Efficient Biomolecular Network Representation Model for Predicting Drug-Disease Associations (Han-Jing Jiang, Zhu-Hong You, Lun Hu, Zhen-Hao Guo, Bo-Ya Ji, Leon Wong)....Pages 271-279
DAAT: A New Method to Train Convolutional Neural Network on Atrial Fibrillation Detection (Jian Zhang, Juan Liu, Pei-Fang Li, Jing Feng)....Pages 280-290
Prediction of lncRNA-Disease Associations from Heterogeneous Information Network Based on DeepWalk Embedding Model (Xiao-Yu Song, Tong Liu, Ze-Yang Qiu, Zhu-Hong You, Yue Sun, Li-Ting Jin et al.)....Pages 291-300
Phishing Attacks and Websites Classification Using Machine Learning and Multiple Datasets (A Comparative Analysis) (Sohail Ahmed Khan, Wasiq Khan, Abir Hussain)....Pages 301-313
A Survey of Vision-Based Road Parameter Estimating Methods (Yan Wu, Feilin Liu, Linting Guan, Xinneng Yang)....Pages 314-325
Front Matter ....Pages 327-327
The TE Fault Monitoring Based on IPCR of Adjustable Threshold (Aihua Zhang, Chengcong Lv, Zhiqiang Zhang)....Pages 329-338
Front Matter ....Pages 339-339
Notes on Supervisory Control of Fuzzy Discrete Event Systems (Chongqing Lin, Daowen Qiu)....Pages 341-352
Front Matter ....Pages 353-353
A Multi-class Classification Algorithm Based on Geometric Support Vector Machine (Yuping Qin, Xueying Cheng, Qiangkui Leng)....Pages 355-364
Front Matter ....Pages 365-365
A Network Embedding-Based Method for Predicting miRNA-Disease Associations by Integrating Multiple Information (Hao-Yuan Li, Zhu-Hong You, Zheng-Wei Li, Ji-Ren Zhou, Peng-Wei Hu)....Pages 367-377
BP Neural Network-Based Deep Non-negative Matrix Factorization for Image Clustering (Qianwen Zeng, Wen-Sheng Chen, Binbin Pan)....Pages 378-387
Parameters Selection of Twin Support Vector Regression Based on Cloud Particle Swarm Optimization (Xiuxi Wei, Huajuan Huang, Weidong Tang)....Pages 388-399
A MapReduce-Based Parallel Random Forest Approach for Predicting Large-Scale Protein-Protein Interactions (Bo-Ya Ji, Zhu-Hong You, Long Yang, Ji-Ren Zhou, Peng-Wei Hu)....Pages 400-407
Feature Extraction and Random Forest to Identify Sheep Behavior from Accelerometer Data (Natasa Kleanthous, Abir Hussain, Wasiq Khan, Jenny Sneddon, Alex Mason)....Pages 408-419
Multi-core Twin Support Vector Machines Based on Binary PSO Optimization (Huajuan Huang, Xiuxi Wei)....Pages 420-431
Multi-stage Hierarchical Clustering Method Based on Hypergraph (Yue Xi, Yonggang Lu)....Pages 432-443
Front Matter ....Pages 445-445
Discovery of Cancer Subtypes Based on Stacked Autoencoder (Bo Zhang, Rui-Fen Cao, Jing Wang, Chun-Hou Zheng)....Pages 447-454
A Meta Graph-Based Top-k Similarity Measure for Heterogeneous Information Networks (Xiangtao Chen, Yonghong Jiang, Yubo Wu, Xiaohui Wei, Xinguo Lu)....Pages 455-466
Joint Deep Recurrent Network Embedding and Edge Flow Estimation (Gaoyuan Liang, Haoran Mo, Zhibo Wang, Chao-Qun Dong, Jing-Yan Wang)....Pages 467-475
An Effective Multi-label Classification Algorithm Based on Hypercube (Yuping Qin, Xueying Cheng, Xiangna Li, Qiangkui Leng)....Pages 476-483
Using Self Organizing Maps and K Means Clustering Based on RFM Model for Customer Segmentation in the Online Retail Business (Rajan Vohra, Jankisharan Pahareeya, Abir Hussain, Fawaz Ghali, Alison Lui)....Pages 484-497
An Adaptive Seed Node Mining Algorithm Based on Graph Clustering to Maximize the Influence of Social Networks (Tie Hua Zhou, Bo Jiang, Yu Lu, Ling Wang)....Pages 498-509
Wavelet-Based Emotion Recognition Using Single Channel EEG Device (Tie Hua Zhou, Wen Long Liang, Hang Yu Liu, Wei Jian Pu, Ling Wang)....Pages 510-519
Dense Subgraphs Summarization: An Efficient Way to Summarize Large Scale Graphs by Super Nodes (Ling Wang, Yu Lu, Bo Jiang, Kai Tai Gao, Tie Hua Zhou)....Pages 520-530
Uncertainty of Multi-granulation Hesitant Fuzzy Rough Sets Based on Three-Way Decisions (Hong Wang, Huanhuan Cheng)....Pages 531-541
WGMFDDA: A Novel Weighted-Based Graph Regularized Matrix Factorization for Predicting Drug-Disease Associations (Mei-Neng Wang, Zhu-Hong You, Li-Ping Li, Zhan-Heng Chen, Xue-Jun Xie)....Pages 542-551
Front Matter ....Pages 553-553
Word Embedding by Unlinking Head and Tail Entities in Crime Classification Model (Qinhua Huang, Weimin Ouyang)....Pages 555-564
Front Matter ....Pages 565-565
A Novel Hybrid Bacterial Foraging Optimization Algorithm Based on Reinforcement Learning (Ben Niu, Churong Zhang, Kaishan Huang, Baoyu Xiao)....Pages 567-578
Improved Water Cycle Algorithm and K-Means Based Method for Data Clustering (Huan Liu, Lijing Tan, Luoxin Jin, Ben Niu)....Pages 579-589
Front Matter ....Pages 591-591
The Research of Music AI in the Context of Information Security (Hui Sun)....Pages 593-600
Intra-frame Adaptive Transform Size for Video Steganography in H.265/HEVC Bitstreams (Hongguo Zhao, Menghua Pang, Yunxia Liu)....Pages 601-610
Towards a Universal Steganalyser Using Convolutional Neural Networks (Inas Jawad Kadhim, Prashan Premaratne, Peter James Vial, Osamah M. Al-Qershi, Qasim Al-Shebani)....Pages 611-623
A HEVC Steganography Method Based on QDCT Coefficient (Si Liu, Yunxia Liu, Cong Feng, Hongguo Zhao, Yu Huang)....Pages 624-632
Back Matter ....Pages 633-638

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