This paper presents an overview and analysis of IT solution of text understanding being applied to a programming professional domain. Conclusions summarize the authors' experience in NLP/NLU in the last years. Bin...
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ISBN:
(纸本)9783030297435;9783030297428
This paper presents an overview and analysis of IT solution of text understanding being applied to a programming professional domain. Conclusions summarize the authors' experience in NLP/NLU in the last years. Binary classification and logistic regression is used to solve typical problems. The results of practical research are presented. The paper develops the ideas of understanding texts in software development domain using standard text processing tools. The proposed solution is recommended for HR professionals who search suitable candidates for a job based on their blogs, online presence and code.
In order to improve the local difference problem of wolf swarm algorithm, which is easy to fall into local optimization in solving function optimization, a particle swarm grey wolf fusion algorithm is proposed based o...
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Node placement problems have been long investigated in the optimization field due to numerous applications in location science and classification. Facility location problems are showing their usefulness to communicati...
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The proceedings contain 34 papers. The special focus in this conference is on intelligent Technologies and Applications. The topics include: Interpretable Option Discovery Using Deep Q-learning and Variational Autoenc...
ISBN:
(纸本)9783030717100
The proceedings contain 34 papers. The special focus in this conference is on intelligent Technologies and Applications. The topics include: Interpretable Option Discovery Using Deep Q-learning and Variational Autoencoders;evaluating Predictive Deep learning Models;Pre-trained CNN Based Deep Features with Hand-Crafted Features and Patient Data for Skin Lesion Classification;data-Driven Machine learning Approach for Human Action Recognition Using Skeleton and Optical Flow;multilingual Voice Impersonation Dataset and Evaluation;a Survey on Unknown Presentation Attack Detection for Fingerprint;hierarchical Interpolation of Imagenet Features for Cross-Dataset Presentation Attack Detection;cross-lingual Speaker Verification: Evaluation on X-Vector Method;fusion of Texture and Optical Flow Using Convolutional Neural Networks for Gender Classification in Videos;exploring Circular Hough Transforms for Detecting Hand Feature Points in Noisy Images from Ghost-Circle Patterns;A PM 2.5 Forecasting Model Based on Air Pollution and Meteorological Conditions in Neighboring Areas;the Aquatic Surface Robot (AnSweR), a Lightweight, Low Cost, Multipurpose Unmanned Research Vessel;empirical Analysis of Data Mining Techniques in Network Intrusion Detection Systems;deep Neural Network Based Malicious Network Activity Detection Under Adversarial Machine learning Attacks;towards Low Cost and Smart Load Testing as a Service Using Containers;securityGuard: An Automated Secure Coding Framework;the Multi-objective Feature Selection in Android Malware Detection System;border Management Systems: How Can They Help Against Pandemics;translating Ethical Theory into Ethical Action: An Ethic of Responsibility Approach to Value-Oriented Design;An Example of Privacy and Data Protection Best Practices for Biometrics Data Processing in Border Control: Lesson Learned from SMILE;protecting IoT Devices with Software-Defined Networks.
The dynamic behavior of the forging manipulator during the whole forging stroke is investigated. The focus is on the dynamic force on the forging manipulator at the vertical direction. The effects of the resilient sys...
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ISBN:
(纸本)9783642165863
The dynamic behavior of the forging manipulator during the whole forging stroke is investigated. The focus is on the dynamic force on the forging manipulator at the vertical direction. The effects of the resilient system parameters are studied, including the initial height of air chamber of the accumulator, the orifice area of the resilient cylinder. Results show that the dynamic force exerted to the clamp increases with the decreasing of initial height of air chamber of the accumulator and orifice area. On the other hand, the working efficiency of forging manipulator needs to be guaranteed. An approximately analytical relationship between working efficiency and resilient parameters is established by design of experiment (DOE) based response surface model. An optimization procedure by adaptive simulated annealing algorithm is executed. The goal of the optimization is to reduce the force transmitted to the clamp without losing working efficiency.
The proceedings contain 34 papers. The topics discussed include: variational autoencoder based novelty detection for real-world time series;the language of engineering: training a domain-specific word embedding model ...
ISBN:
(纸本)9781450388887
The proceedings contain 34 papers. The topics discussed include: variational autoencoder based novelty detection for real-world time series;the language of engineering: training a domain-specific word embedding model for engineering;the impact of utilizing online technology in the learning-teaching process during the Covid-19 pandemic on personal behavior of engineering and non-engineering students;multi-objective optimization of multi-mode repetitive project scheduling;the impact of convenience and trust on satisfaction and rebuying intention in online shopping: using the PLS algorithm;simultaneous assignment and pricing for multi-objective online ride-hailing problem model;and does corporate green innovation enhance the persistence of financial performance? evidence from Chinese listed corporations.
The scheduling problem of workshop production process is an important research object of intelligent manufacturing. In this paper, the idea of introducing reverse learning is integrated into NSGA-Ⅱ algorithm, and an ...
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作者：
VanLehn, K.LRDC
University of Pittsburgh Pittsburgh 15260 PA United States
Coached problem solving is known to be effective for teaching cognitive skills. Simple forms of coached problem solving are used in many ITS. This paper first considers how university physics can be taught via coached...
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In this paper, the data set of food and nutrition intake from the Food and Agriculture Organization of the United Nations (FAO) and COVID-19 case counts from the World Health Organization (WHO) are used to analyze the...
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As an excellent representative of MOEAs, the strength Pareto evolutionary algorithm 2(SPEA2) becomes an important method for solving MOPs and has been widely applied. However, traditional genetic operators in SPEA2 ha...
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