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. 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.
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 ModelBased Identification Technique and
A Radial Basis FunctionBased 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
Coefcient.- 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.
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