Intelligent Computing Methodologies: 15th International Conference, ICIC 2019, Nanchang, China, August 3–6, 2019, Proceedings, Part III

Front Matter ....Pages i-xxi
 Flower Species Recognition System Combining Object Detection and Attention Mechanism  (Wei Qin, Xue Cui, Chang-An Yuan, Xiao Qin, Li Shang, Zhi-Kai Huang et al.)....Pages 1-8
 A Person-Following Shopping Support Robot Based on Human Pose Skeleton Data and LiDAR Sensor  (Md. Matiqul Islam, Antony Lam, Hisato Fukuda, Yoshinori Kobayashi, Yoshinori Kuno)....Pages 9-19
 A New Hybrid Calibration Method for Robot Manipulators by Combining Model–Based Identification Technique and a Radial Basis Function–Based Error Compensation  (Phu-Nguyen Le, Hee-Jun Kang)....Pages 20-31
 Smart Wheelchair Maneuvering Among People  (Sarwar Ali, Antony Lam, Hisato Fukuda, Yoshinori Kobayashi, Yoshinori Kuno)....Pages 32-42
 A Human-Robot Interaction System Based on Calling Hand Gestures  (Aye Su Phyo, Hisato Fukuda, Antony Lam, Yoshinori Kobayashi, Yoshinori Kuno)....Pages 43-52
 A Welding Defect Identification Approach in X-ray Images Based on Deep Convolutional Neural Networks  (Yuting Wang, Fanhuai Shi, Xuefeng Tong)....Pages 53-64
 Person Re-identification Based on Feature Fusion  (Qiang-Qiang Ren, Wei-Dong Tian, Zhong-Qiu Zhao)....Pages 65-73
 Exploiting Local Shape Information for Cross-Modal Person Re-identification  (Md. Kamal Uddin, Antony Lam, Hisato Fukuda, Yoshinori Kobayashi, Yoshinori Kuno)....Pages 74-85
 Single and Multi-channel Direct Visual Odometry with Binary Descriptors  (Brendan Halloran, Prashan Premaratne, Peter James Vial, Inas Kadhim)....Pages 86-98
 Performance Evaluation of Faster R-CNN for On-Road Object Detection on Graphical Processing Unit and Central Processing Unit  (Tanvir Ahmad, Yinglong Ma)....Pages 99-108
 Research on Full Homomorphic Encryption Algorithm for Integer in Cloud Environment  (Lijuan Wang, Lina Ge, Yugu Hu, Zhonghua He, Zerong Zhao, Hangui Wei)....Pages 109-117
 Implementation of a Centralized Scheduling Algorithm for IEEE 802.15.4e TSCH  (Jules Pascal Gilles Rugamba, Dinh Loc Mai, Myung Kyun Kim)....Pages 118-129
 Learning Automata-Based Solutions to the Multi-Elevator Problem  (O. Ghaleb, B. John Oommen)....Pages 130-141
 Developing System from Low-Cost Devices to Build a Security and Fire System as a Part of IoT  (Štefan Koprda, Zoltán Balogh, Martin Magdin)....Pages 142-154
 Full-Order Sliding Mode Control Algorithm for Robot Manipulators Using an Adaptive Radial Basis Function Neural Network  (Anh Tuan Vo, Hee-Jun Kang, Tien Dung Le)....Pages 155-166
 Continuous PID Sliding Mode Control Based on Neural Third Order Sliding Mode Observer for Robotic Manipulators  (Van-Cuong Nguyen, Anh-Tuan Vo, Hee-Jun Kang)....Pages 167-178
 Intelligent Bus Shunting Control System Based on Face Recognition  (Xiaohang Li, Binggang Xiao, Fan Yang)....Pages 179-188
 Tilt-Scrolling: A Comparative Study of Scrolling Techniques for Mobile Devices  (Chuanyi Liu, Chang Liu, Hao Mao, Wei Su)....Pages 189-200
 Optimizing Self-organizing Lists-on-Lists Using Pursuit-Oriented Enhanced Object Partitioning  (O. Ekaba Bisong, B. John Oommen)....Pages 201-212
 Research on Location Prediction of Moving Objects Based on Grey Markov Model  (Yanxia Yang, Bowen Ke)....Pages 213-224
 Mildew Prediction Model of Warehousing Tobacco Based on Particle Swarm Optimization and BP Neural Network  (Zhixia Ye, Lijun Yun, Huijun Li, Jingchao Zhang, Yibo Wang)....Pages 225-234
 Exploring the Pan-Relationship Between Disease and Symptom Related to Coronary Heart Disease from Chinese Electronic Medical Records  (Ronggen Yang, Yichen Wang, Bo Wang, Lejun Gong)....Pages 235-243
 The Actuator and Sensor Fault Estimation Using Robust Observer Based Reconstruction for Mini Motion Package Electro-Hydraulic Actuator  (Tan Van Nguyen, Cheolkuen Ha)....Pages 244-256
 The Actuator Fault Estimation Using Robust Sliding Mode Observer for Linear System Applied for Mini Motion Package Electro-Hydraulic Actuator  (Tan Van Nguyen, Cheolkuen Ha)....Pages 257-270
 A Fault Tolerant Strategy Based on Model Predictive Control for Full Bidirectional Switches Indirect Matrix Converter  (Van-Tien Le, Hong-Hee Lee)....Pages 271-282
 Rotary Machine Fault Diagnosis Using Scalogram Image and Convolutional Neural Network with Batch Normalization  (Duy Tang Hoang, Hee Jun Kang)....Pages 283-293
 Real Implementation of an Active Fault Tolerant Control Based on Super Twisting Technique for a Robot Manipulator  (Quang Dan Le, Hee-Jun Kang)....Pages 294-305
 Credibility Assessment of Complex Simulation Models Using Cloud Models to Represent and Aggregate Diverse Evaluation Results  (Xiaojun Yang, Zhongfu Xu, Rongmao He, Fangxia Xue)....Pages 306-317
 Dual Sparse Collaborative Matrix Factorization Method Based on Gaussian Kernel Function for Predicting LncRNA-Disease Associations  (Ming-Ming Gao, Zhen Cui, Ying-Lian Gao, Feng Li, Jin-Xing Liu)....Pages 318-326
 Applying Support Vector Machine, C5.0, and CHAID to the Detection of Financial Statements Frauds  (Der-Jang Chi, Chien-Chou Chu, Duke Chen)....Pages 327-336
 A New Manifold-Based Feature Extraction Method  (Zhongbao Liu)....Pages 337-346
 lncRNA-LSTM: Prediction of Plant Long Non-coding RNAs Using Long Short-Term Memory Based on p-nts Encoding  (Jun Meng, Zheng Chang, Peng Zhang, Wenhao Shi, Yushi Luan)....Pages 347-357
 Prediction of Plant lncRNA-Protein Interactions Using Sequence Information Based on Deep Learning  (Haoran Zhou, Yushi Luan, Jael Sanyanda Wekesa, Jun Meng)....Pages 358-368
 Predicting of Drug-Disease Associations via Sparse Auto-Encoder-Based Rotation Forest  (Han-Jing Jiang, Zhu-Hong You, Kai Zheng, Zhan-Heng Chen)....Pages 369-380
 A Novel Compression Algorithm for Hardware-Oriented Gradient Boosting Decision Tree Classification Model  (Xiao Wang, Yafei Li, Yinqi Li, Kuizhi Mei)....Pages 381-391
 MISSIM: Improved miRNA-Disease Association Prediction Model Based on Chaos Game Representation and Broad Learning System  (Kai Zheng, Zhu-Hong You, Lei Wang, Yi-Ran Li, Yan-Bin Wang, Han-Jing Jiang)....Pages 392-398
 Univariate Thiele Type Continued Fractions Rational Interpolation with Parameters  (Le Zou, Liang-Tu Song, Xiao-Feng Wang, Qian-Jing Huang, Yan-Ping Chen, Chao Tang et al.)....Pages 399-410
 Data Science Approaches for the Analysis of Animal Behaviours  (Natasa Kleanthous, Abir Hussain, Alex Mason, Jennifer Sneddon)....Pages 411-422
 An Algorithm of Bidirectional RNN for Offline Handwritten Chinese Text Recognition  (Xinfeng Zhang, Kunpeng Yan)....Pages 423-431
 A Novel Concise Representation of Frequent Subtrees Based on Density  (Weidong Tian, Chuang Guo, Yang Xie, Hongjuan Zhou, Zhongqiu Zhao)....Pages 432-442
 Ranking Research Institutions Based on the Combination of Individual and Network Features  (Wenyan Wang, Guangyu Wang, Jun Zhang, Peng Chen, Bing Wang)....Pages 443-454
 Chinese Temporal Expression Recognition Combining Rules with a Statistical Model  (Mengmeng Huang, Jiazhu Xia, Xianyu Bao, Gongqing Wu)....Pages 455-467
 An Optimization Regression Model for Predicting Average Temperature of Core Dead Stock Column  (Guangyu Wang, Bing Dai, Wenyan Wang, Hongming Long, Jun Zhang, Peng Chen et al.)....Pages 468-478
 A Selection Method for Denoising Auto Encoder Features Using Cross Entropy  (Jie Cai, Wei Huang, Sheng Yang, Shulin Wang, Jiawei Luo)....Pages 479-490
 Data Lineage Approach of Multi-version Documents Traceability in Complex Software Engineering  (Fan Yang, Jun Liu, Yi-wen Liang)....Pages 491-502
 Resource Efficiency Optimization for Big Data Mining Algorithm with Multi-MapReduce Collaboration Scenario  (Zhou Fengli, Lin Xiaoli)....Pages 503-514
 A Fuzzy Constraint Based Outlier Detection Method  (Vasudev Sharma, Abhinav Nagpal, Balakrushna Tripathy)....Pages 515-527
 Chinese Agricultural Entity Relation Extraction via Deep Learning  (Kai Zhang, Chuan Xia, Guoliang Liu, Wenyu Wang, Yunzhi Wu, Youhua Zhang et al.)....Pages 528-534
 Dimensions Effect in Word Embeddings of Knowledge Graph  (Qinhua Huang, Weimin Ouyang)....Pages 535-544
 Short Text Mapping Based on Fast Clustering Using Minimum Spanning Trees  (Pingrong Li)....Pages 545-554
 Missing Data Imputation for Operation Data of Transformer Based on Functional Principal Component Analysis and Wavelet Transform  (Jiafeng Qin, Yi Yang, Zijing Hong, Hongyi Du)....Pages 555-567
 Periodic Action Temporal Localization Method Based on Two-Path Architecture for Product Counting in Sewing Video  (Jin-Long Huang, Hong-Bo Zhang, Ji-Xiang Du, Jian-Feng Zheng, Xiao-Xiao Peng)....Pages 568-580
 Investigating the Capability of Agile Processes to Support Medical Devices Regulations: The Case of XP, Scrum, and FDD with EU MDR Regulations  (Mohmood Alsaadi, Alexei Lisitsa, Mohammed Khalaf, Malik Qasaimeh)....Pages 581-592
 Age Group Detection in Stochastic Gas Smart Meter Data Using Decision-Tree Learning  (William Hurst, Casimiro A. Curbelo Montanez, Dhiya Al-Jumeily)....Pages 593-605
 Non-directional Learning Strategy Particle Swarm Optimization Algorithm  (Zhi Ye, Cong Li, Yingshi Liang, Zhexin Chen, Lijing Tan)....Pages 606-616
 An Improved Social Learning Particle Swarm Optimization Algorithm with Selected Learning  (Haoruo Hu, Ming Chen, Xi Song, E. T. Chia, Lijing Tan)....Pages 617-628
 An Integrated Classification Algorithm Using Forecasting Probability Strategies for Mobile App Statistics  (Jingyuan Cao, Hong Wang, Mo Pang)....Pages 629-639
 An Improved PSO Algorithm with an Area-Oriented Learning Strategy  (Tengjun Liu, Jinzhuo Chen, Yuelin Rong, Yuting Zheng, Lijing Tan)....Pages 640-650
 An Improved PSO Algorithm with Migration Behavior and Asynchronous Varying Acceleration Coefficient  (Shukun Jiang, Jingzhou Jiang, Canhua Zheng, Yunyu Liang, Lijing Tan)....Pages 651-659
 Data Clustering Using the Cooperative Search Based Artificial Bee Colony Algorithm  (Chen Guo, Heng Tang, Chang Boon Patrick Lee, Ben Niu)....Pages 660-671
 Feature Selection Using a Reinforcement-Behaved Brain Storm Optimization  (Ben Niu, Xuesen Yang, Hong Wang)....Pages 672-681
 Shuffle Single Shot Detector  (Yangshuo Zhang, Jiabao Wang, Zhuang Miao, Yang Li, Jixiao Wang)....Pages 682-691
 Feasibility of a Non-immersive Virtual Reality Training on Functional Living Skills Applied to Person with Major Neurocognitive Disorder  (Simonetta Panerai, Valentina Catania, Francesco Rundo, Vitoantonio Bevilacqua, Antonio Brunetti, Claudio De Meo et al.)....Pages 692-703
 Design and Development of a Robotic Platform Based on Virtual Reality Scenarios and Wearable Sensors for Upper Limb Rehabilitation and Visuomotor Coordination  (Stefano Mazzoleni, Elena Battini, Domenico Buongiorno, Daniele Giansanti, Mauro Grigioni, Giovanni Maccioni et al.)....Pages 704-715
 Depth-Awareness in a System for Mixed-Reality Aided Surgical Procedures  (Mauro Sylos Labini, Christina Gsaxner, Antonio Pepe, Juergen Wallner, Jan Egger, Vitoantonio Bevilacqua)....Pages 716-726
 An Innovative Neural Network Framework for Glomerulus Classification Based on Morphological and Texture Features Evaluated in Histological Images of Kidney Biopsy  (Giacomo Donato Cascarano, Francesco Saverio Debitonto, Ruggero Lemma, Antonio Brunetti, Domenico Buongiorno, Irio De Feudis et al.)....Pages 727-738
 Evaluating Generalization Capability of Bio-inspired Models for a Myoelectric Control: A Pilot Study  (Cristian Camardella, Michele Barsotti, Luis Pelaez Murciego, Domenico Buongiorno, Vitoantonio Bevilacqua, Antonio Frisoli)....Pages 739-750
 A Survey on Deep Learning in Electromyographic Signal Analysis  (Domenico Buongiorno, Giacomo Donato Cascarano, Antonio Brunetti, Irio De Feudis, Vitoantonio Bevilacqua)....Pages 751-761
 Occluded Object Classification with Assistant Unit  (Qing Tang, Youlkyeong Lee, Kanghyun Jo)....Pages 762-770
 Water Wave Optimization for Flow-Shop Scheduling  (Jia-Yu Wu, Xue Wu, Xue-Qin Lu, Yi-Chen Du, Min-Xia Zhang)....Pages 771-783
 The Implementation of Pretrained AlexNet on PCG Classification  (Haya Alaskar, Nada Alzhrani, Abir Hussain, Fatma Almarshed)....Pages 784-794
 Power Supply and Its Expert System for Cold Welding of Aluminum and Magnesium Sheet Metal  (Liling Zhang, Bing Li, Jianxiong Ye)....Pages 795-804
Back Matter ....Pages 805-812