DescriptionThis two-volume set of LNCS 11643 and LNCS 11644 constitutes – in conjunction with the volume LNAI 11645 – the refereed proceedings of the 15th International Conference on Intelligent Computing, ICIC 2019, held in Nanchang, China, in August 2019. The 217 full papers of the three proceedings volumes were carefully reviewed and selected from 609 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, including theories, methodologies, and applications in science and technology.Table of Contents Front MatterFlower Species Recognition System Combining Object Detection and Attention MechanismA Person-Following Shopping Support Robot Based on Human Pose Skeleton Data and LiDAR SensorA New Hybrid Calibration Method for Robot Manipulators by Combining Model–Based Identification Technique and a Radial Basis Function–Based ErrorCompensationSmart Wheelchair Maneuvering Among PeopleA Human-Robot Interaction System Based on Calling Hand GesturesA Welding Defect Identification Approach in X-ray Images Based on Deep Convolutional Neural NetworksPerson Re-identification Based on Feature FusionExploiting Local Shape Information for Cross-Modal Person Re-identificationSingle and Multi-channel Direct Visual Odometry with Binary DescriptorsPerformance Evaluation of Faster R-CNN for On-Road Object Detection on Graphical Processing Unit and Central Processing UnitResearch on Full Homomorphic Encryption Algorithm for Integer in Cloud EnvironmentImplementation of a Centralized Scheduling Algorithm for IEEE 802.15.4e TSCHLearning Automata-Based Solutions to the Multi-Elevator ProblemDeveloping System from Low-Cost Devices to Build a Security and Fire System as a Part of IoTFull-Order Sliding Mode Control Algorithm for Robot Manipulators Using an Adaptive Radial Basis Function Neural NetworkContinuous PID Sliding Mode Control Based on Neural Third Order Sliding Mode Observer for Robotic ManipulatorsIntelligent Bus Shunting Control System Based on Face RecognitionTilt-Scrolling: A Comparative Study of Scrolling Techniques for Mobile DevicesOptimizing Self-organizing Lists-on-Lists Using Pursuit-Oriented Enhanced Object PartitioningResearch on Location Prediction of Moving Objects Based on Grey Markov ModelMildew Prediction Model of Warehousing Tobacco Based on Particle Swarm Optimization and BP Neural NetworkExploring the Pan-Relationship Between Disease and Symptom Related to Coronary Heart Disease from Chinese Electronic Medical RecordsThe Actuator and Sensor Fault Estimation Using Robust Observer Based Reconstruction for Mini Motion Package Electro-Hydraulic ActuatorThe Actuator Fault Estimation Using Robust Sliding Mode Observer for Linear System Applied for Mini Motion Package Electro-Hydraulic ActuatorA Fault Tolerant Strategy Based on Model Predictive Control for Full Bidirectional Switches Indirect Matrix ConverterRotary Machine Fault Diagnosis Using Scalogram Image and Convolutional Neural Network with Batch NormalizationReal Implementation of an Active Fault Tolerant Control Based on Super Twisting Technique for a Robot ManipulatorCredibility Assessment of Complex Simulation Models Using Cloud Models to Represent and Aggregate Diverse Evaluation ResultsDual Sparse Collaborative Matrix Factorization Method Based on Gaussian Kernel Function for Predicting LncRNA-Disease AssociationsApplying Support Vector Machine, C5.0, and CHAID to the Detection of Financial Statements FraudsA New Manifold-Based Feature Extraction MethodlncRNA-LSTM: Prediction of Plant Long Non-coding RNAs Using Long Short-Term Memory Based on p-nts EncodingPrediction of Plant lncRNA-Protein Interactions Using Sequence Information Based on Deep LearningPredicting of Drug-Disease Associations via Sparse Auto-Encoder-Based Rotation ForestA Novel Compression Algorithm for Hardware-Oriented Gradient Boosting Decision Tree Classification ModelMISSIM: Improved miRNA-Disease Association Prediction Model Based on Chaos Game Representation and Broad Learning SystemUnivariate Thiele Type Continued Fractions Rational Interpolation with ParametersData Science Approaches for the Analysis of Animal BehavioursAn Algorithm of Bidirectional RNN for Offline Handwritten Chinese Text RecognitionA Novel Concise Representation of Frequent Subtrees Based on DensityRanking Research Institutions Based on the Combination of Individual and Network FeaturesChinese Temporal Expression Recognition Combining Rules with a Statistical ModelAn Optimization Regression Model for Predicting Average Temperature of Core Dead Stock ColumnA Selection Method for Denoising Auto Encoder Features Using Cross EntropyData Lineage Approach of Multi-version Documents Traceability in Complex Software EngineeringResource Efficiency Optimization for Big Data Mining Algorithm with Multi-MapReduce Collaboration ScenarioA Fuzzy Constraint Based Outlier Detection MethodChinese Agricultural Entity Relation Extraction via Deep LearningDimensions Effect in Word Embeddings of Knowledge GraphShort Text Mapping Based on Fast Clustering Using Minimum Spanning TreesMissing Data Imputation for Operation Data of Transformer Based on Functional Principal Component Analysis and Wavelet TransformPeriodic Action Temporal Localization Method Based on Two-Path Architecture for Product Counting in Sewing VideoInvestigating the Capability of Agile Processes to Support Medical Devices Regulations: The Case of XP, Scrum, and FDD with EU MDR RegulationsAge Group Detection in Stochastic Gas Smart Meter Data Using Decision-Tree LearningNon-directional Learning Strategy Particle Swarm Optimization AlgorithmAn Improved Social Learning Particle Swarm Optimization Algorithm with Selected LearningAn Integrated Classification Algorithm Using Forecasting Probability Strategies for Mobile App StatisticsAn Improved PSO Algorithm with an Area-Oriented Learning StrategyAn Improved PSO Algorithm with Migration Behavior and Asynchronous Varying Acceleration CoefficientData Clustering Using the Cooperative Search Based Artificial Bee Colony AlgorithmFeature Selection Using a Reinforcement-Behaved Brain Storm OptimizationShuffle Single Shot DetectorFeasibility of a Non-immersive Virtual Reality Training on Functional Living Skills Applied to Person with Major Neurocognitive DisorderDesign and Development of a Robotic Platform Based on Virtual Reality Scenarios and Wearable Sensors for Upper Limb Rehabilitation and Visuomotor CoordinationDepth-Awareness in a System for Mixed-Reality Aided Surgical ProceduresAn Innovative Neural Network Framework for Glomerulus Classification Based on Morphological and Texture Features Evaluated in Histological Images of Kidney BiopsyEvaluating Generalization Capability of Bio-inspired Models for a Myoelectric Control: A Pilot StudyA Survey on Deep Learning in Electromyographic Signal AnalysisOccluded Object Classification with Assistant UnitWater Wave Optimization for Flow-Shop SchedulingThe Implementation of Pretrained AlexNet on PCG ClassificationPower Supply and Its Expert System for Cold Welding of Aluminum and Magnesium Sheet MetalBack MatterEditors BiographyDe-Shuang Huang Tongji University, Shanghai, ChinaZhi-Kai Huang Nanchang Institute of Technology, Nanchang, ChinaAbir Hussain Liverpool John Moores University, Liverpool, UK