Intelligent Computing Methodologies: 16th International Conference, ICIC 2020, Bari, Italy, October 2–5, 2020, Proceedings, Part III (Lecture Notes in Artificial Intelligence Book 12465)

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. 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