This 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.

Flower Species Recognition System Combining Object Detection and Attention Mechanism.- A Person-Following Shopping Support Robot Based on Human Pose Skeleton Data and LiDAR Sensor.- A New Hybrid Calibration Method for Robot Manipulators by Combining Model–Based Identification Technique and A Radial Basis Function–Based Error Compensation.- Smart Wheelchair Maneuvering Among People.- A human-robot interaction system based on calling hand gestures.- A Welding Defect Identification Approach in X-ray Images Based on Deep Convolutional Neural Networks.- Person Re-identification Based On Feature Fusion.- Exploiting Local Shape Information for Cross-Modal Person Re-identification.- Single and Multi-channel Direct Visual Odometry with Binary Descriptors.- Performance Evaluation of Faster R-CNN for On-Road Object detection on Graphical Processing Unit and Central Processing unit.- Research on Full Homomorphic Encryption Algorithm for Integer in Cloud Environment.- Implementation of a centralized scheduling algorithm for IEEE 802.15.4e TSCH.- Learning Automata-based Solutions to the Multi-Elevator Problem.- Developing System from Low-Cost Devices to Build a Security and Fire System as a Part of IoT.- Full-Order Sliding Mode Control Algorithm for Robot Manipulators Using an Adaptive Radial Basis Function Neural Network.- Continuous PID Sliding Mode Control Based on Neural Third Order Sliding Mode Observer for Robotic Manipulators.- Intelligent Bus Shunt Control System Based on Face Recognition.- Tilt-Scrolling: A Comparative Study of Scrolling Techniques for Mobile Devices.- Optimizing Self-Organizing Lists-on-Lists using Pursuit-Oriented Enhanced Object Partitioning.- Research on Location Prediction of Moving Objects Based on Grey Markov Model.- Mildew Prediction Model of Warehousing Tobacco Based on Particle Swarm Optimization and BP Neural Network.- Exploring the pan-relationship between disease and symptom related to coronary heart disease from Chinese electronic medical records.- The Actuator and Sensor Fault Estimation Using Robust Observer Based Reconstruction for Mini Motion Pack-age Electro-Hydraulic Actuator.- The Actuator Fault Estimation Using Robust Sliding Mode Observer for Linear System Applied To Mini Mo-tion Package Electro-Hydraulic Actuator.- A Fault Tolerant Strategy Based on Model Predictive Control for Full Bidirectional Switches Indirect Matrix Converter.- Rotary Machine Fault Diagnosis using Scalogram Imageand Convolutional Neural Network with BatchNormalization.- Real Implementation of an Active Fault Tolerant Control based on Super Twisting Technique for a Robot Manipulator.- Credibility Assessment of Complex Simulation Models using Cloud Models to Represent and Aggregate Diverse Evaluation Results.- Dual Sparse Collaborative Matrix Factorization Method Based on Gaussian Kernel Function for Predicting LncRNA-Disease Associations.- Applying Support Vector Machine, C5.0, and CHAID to the Detection of Financial Statements Frauds.-A New Manifold-based Feature Extraction Method.- lncRNA-LSTM: Prediction of Plant Long Non-coding RNAs Using Long Short-Term Memory Based on p-nts Encoding.- Prediction of Plant lncRNA-protein Interactions Using Sequence Information Based on Deep Learning.- Predicting of Drug-disease Associations via Sparse auto- encoder-based Rotation Forest.- A Novel Compression Algorithm forHardware-Oriented Gradient Boosting DecisionTree Classification Model.- MISSIM: improved miRNA-disease association prediction model based on Chaos Game Representation and Broad Learning System.- Univariate Thiele type continued fractions rational interpolation with parameters.- Data Science approaches for the analysis of animal behaviours.- An algorithm of bidirectional RNN for offline handwritten Chinese text.- A Novel Concise Representation of Frequent Subtrees Based on Density.- Ranking Research Institutions Based on the Combination of Individual and Network Features.- Chinese Temporal Expression Recognition Combining Rules with a Statistical model.- An Optimization Regression Model for Predicting Average Temperature of Core Dead Stock Column.- A selection method for denoising auto encoder features using cross entropy.- Data Lineage Approach of Multi-Version Documents Traceability in Complex Software Engineering.- Resource Efficiency Optimization for Big Data Mining Algorithm with Multi-MapReduce Collaboration Scenario.- A Fuzzy Constraint Based Method for Outlier Detection.- Chinese Agricultural Entity Relation Extraction via Deep Learning.- Dimensions Effect in Word Embeddings of Knowledge Graph.- Short text mapping based on fast clustering using minimum spanning trees.- Missing Data Imputation for Operation Data of Transformer Based on Functional Principal Component Analysis and Wavelet Transform.- Periodic Action Temporal Location Method Based on Two-Path Architecture for Product Counting in Sewing Video.- Investigating the Capability of Agile processes to Support Medical Devices Regulations: The Case of XP, Scrum, and FDD with EU MDR Regulations.- Age Group Detection in Stochastic Gas Smart Meter Data using Decision-Tree Learning.- Non-directional learning strategy particle swarm optimization algorithm.- An Improved Social Learning Particle Swarm Optimization Algorithm with Selected Learning.- An Integrated Classification Algorithm Using Forecasting Probability Strategies for Mobile App Statistics.- An improved PSO algorithm with an area-oriented learning strategy.- An Improved PSO Algorithm with Migration Behavior and Asynchronous Varying Acceleration Coefficient.- Data Clustering Using the Cooperative Search based Artificial Bee Colony Algorithm.- Feature Selection using a Reinforcement-Behaved Brain Storm Optimization.- Shuffle Single Shot Detector.- Feasibility of a non-immersive virtual reality training on functional living skills applied to person with major neurocognitive disorder.- Design and development of a robotic platform based on virtual reality scenarios and wearable sensors for upper limb rehabilitation and visuomotor coordination.- Depth-Awareness in a System for Mixed-RealityAided Surgical Procedures.- An Innovative Neural Network Framework For Glomerulus Classification Based On Morphological And Texture Features Evaluated In Histological Images Of Kidney Biopsy.- Evaluating generalization capability of Bio-inspired models for a myoelectric control: a pilot study.- A Survey on Deep Learning in Electromyographic Signal Analysis.- Occluded Object Classification with Assistant Unit.- Water Wave Optimization for Flow-Shop Scheduling.- The Implementation of Pretrained AlexNet On PCG Classification.- Power supply and its expert system for cold welding of aluminum and magnesium sheet metal.