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Chapter and Conference Paper
A Privacy-Preserving Searchable Encryption Scheme for Data Protection in Smart Grid
As smart grids continue to evolve at a rapid pace, huge amounts of power data have been collected by various devices in different locations. These enormous power data are of significant research and applicatio...
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Chapter and Conference Paper
Compressed-Coding Particle Swarm Optimization for Large-Scale Feature Selection
Particle swarm optimization (PSO) is a popular method for feature selection. However, when dealing with large-scale features, PSO faces the challenges of poor search performance and long running time. In addit...
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Chapter and Conference Paper
Spatial-Temporal Graph Neural Network Framework with Multi-source Local and Global Information Fusion for Traffic Flow Forecasting
As the increasing population is causing a large amount of traffic congestion nowadays, accurate traffic flow forecasting (TFF) has become increasingly significant for smart cities. While some recurrent neural ...
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Chapter and Conference Paper
Multi-loop Adaptive Differential Evolution for Large-Scale Expensive Optimization
Data-driven evolutionary algorithms (DDEAs) have shown promising performance in solving small- and medium-scale expensive optimization problems (EOPs) with low and medium dimensions. However, the performance o...
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Chapter and Conference Paper
A Study of Teamwork’s Productivity and Search Behavior Using Talent Themes for Grou**
The purpose of this research was to find a grou** method that can instantly improve team productivity so that various organizations can use this grou** method to organize the team to achieve better perform...
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Chapter and Conference Paper
Efficient Exploration by Novelty-Pursuit
Efficient exploration is essential to reinforcement learning in tasks with huge state space and long planning horizon. Recent approaches to address this issue include the intrinsically motivated goal explorati...
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Chapter and Conference Paper
Application of Growth Curve in Agricultural Scientific Research
This paper introduces the application of logistic curve in agricultural science, and gives a division method of parameter estimation of logistic curve. Because the logistic curve contains three parameters, it ...
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Chapter and Conference Paper
The Study of the Work Parameters of the Corn Harvester Cutter
In this paper, the analytical method of multivariate variance is applied to study the function of the various performance factors of the straight-edge cylindrical cutter. Research results indicate that the mai...
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Chapter and Conference Paper
Entropy-Assisted Emotion Recognition of Valence and Arousal Using XGBoost Classifier
Emotion recognition is an essential function to realize human-machine interaction devices. Physiological signals which can be collected easily and continuously by wearable sensors are good inputs for emotion a...
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Chapter and Conference Paper
The Influence of Vibration on Performance of Navigation Tasks
In this paper, we explore the efficiency of vibration feedback techniques in pedestrian navigation systems. For vibration feedback technology, many researchers have provided a variety of different modes of vib...
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Chapter and Conference Paper
Histopathological Image Recognition with Domain Knowledge Based Deep Features
Automatic recognition of histopathological image plays an important role in building computer-aid diagnosis system. Traditionally hand-craft features are widely used for representing histopathological images w...
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Chapter and Conference Paper
Efficient Framework for Predicting ncRNA-Protein Interactions Based on Sequence Information by Deep Learning
The interactions between proteins and RNA (RPIs) play a crucial role in most cellular processes such as RNA stability and translation. Although there have been many high-throughput experiments recently to det...
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Chapter and Conference Paper
Compare the Receiver Operating Characteristic (ROC) and Linear Discriminant Analysis (LDA) for Acromegaly Detection by Three-Dimensional Facial Measurements
Excessive growth hormone secretion will result in acromegaly affect metabolic function. Patients with acromegaly is 2–4 times greater risk of death than the normal. Early diagnosis is the key follow-up treatme...
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Chapter and Conference Paper
Exploring the Role of Perceived Interactivity in Establishing Behavioral Intention in Micro-blog Environments
The growing prevalence of the Web2.0 is promoting micro-blog as one of the most promising innovations in the past few years. This study develops a model aims at investigating the effects of perceived interacti...
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Chapter and Conference Paper
The Design of the Underlying Network Communication Module Based on IOCP
The I/O completion port(IOCP) mechanism is adopted in the design, on the basis of it, many optimization technology of the system performance are integrated, such as multithreaded, object pool and the ring buff...
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Chapter and Conference Paper
Improved Trusted Storage Key Authorization Management Scheme Based on Timestamp
One of the important functionalities in trusted computing platform is secure storage. Although the technologies about secure storage in trusted computing platform become more sophisticated, and the application...
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Chapter and Conference Paper
Simulation of a Signalized Intersection Delay Model
Signalized intersection delay is an important evaluation index of the signalized intersection capacity and level of service. This paper presents a signalized intersection delay model for signalized intersectio...
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Chapter and Conference Paper
A High Performance 50% Clock Duty Cycle Regulator
A low-jitter clock duty cycle corrector circuit applied in high performance ADC is presented in the paper, such circuits can change low accuracy input signals with different frequencies into 50% pulse width cl...
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Chapter and Conference Paper
Kinematic Analysis of Remote Target Pointing Hand Movements in a 3D Environment
The study investigates kinematics of target pointing hand movements in a free-hand, touchless, 3D environment. Consistent with Fitts’ original information processing model, target pointing hand movement time i...
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Chapter and Conference Paper
A Real-Time Self-adaptive Enhancement Method of Infrared System
A real-time self-adaptive image enhancement method is proposed, which based on information of the histogram for Infrared Focal Plane Array (IRFPA) system. By analyzing information on the image histogram and ca...