Introduction to Intelligent Analysis

In this paper, we explore these problems and then propose a solution which has proven to be very effective for compressing suspicious activities in smaller and larger cyber environment in order to make the intelligent analysis and simulation of threats more efficient.

Intelligent analysis of the correlation between the manufacturing industry upgrading and international trade under large-scale Internet of Things in China is presented in this article.

Therefore, this paper puts forward the research of volleyball track acquisition and intelligent analysis technology.

Based on the research problems of modern tunnel lighting control technology, a tunnel lighting intelligent control system based on ambient luminosity ratio is designed, which is characterized by “car close lights bright, car passing lights dark”, intelligent analysis of system failures, etc.

A simple electrochemical sensing platform based on a low-cost disposable laser-induced porous graphene (LIPG) flexible electrode for the intelligent analysis of maleic hydrazide (MH) in potatoes and peanuts coupled with machine learning (ML) was successfully designed.

The ways of further increasing the degree of superresolution based on the intelligent analysis of measurement data are described.

Intelligent analysis of electrocardiogram (ECG) is an effective method for the early prevention and precise treatment to arrhythmia.

The proceedings contain 69 papers The special focus in this conference is on Communication, Circuits, and Systems The topics include: Performance Evaluation of Different Machine Learning Techniques for Detection of Non-technical Loss;An Overview with Current Advances in Industrial Internet of Things (IIoT);video Indexing Through Human Face;acquisition and Analysis of Skin Impedance in Parkinson’s Disease;automation of Soil Nutrient Measurement System and Irrigation Control;performance Evaluation of Perovskite Solar Cells at Elevated Temperatures;Implementation of Transfer Learning Technique for the Detection of COVID-19;blockchain Enabled and Changeable Threshold-Based Group Specific Multiple Keys’ Negotiation;speech to Sign Language Conversion Using Neuro Fuzzy Classifier;implementation of Low-Cost and Low-Power-Based Temperature and Air Quality Monitoring System for a Local Area in Odisha;design and Development of an Ultra-wideband Millimetre-Wave Antenna for Short-Range High-Speed Communication;A Comparative Analysis of BTC Variants;Crosstalk Noise Reduction in Long Wire Interconnects Using MTCMOS Inverters;GPS and GSM Enabled Smart Blind Stick;Prediction of Speed for Smart Insulin Pump Utilizing Adaptive Neuro-fuzzy Inference System and ANN;Curvelet Transform and ISODATA Thresholding for Retinal Vessel Extraction;Design a T-Shape Cantilever Beam Using by Scilab and COMSOL;Design and Analysis of PZT-Based Piezoelectric Speakers;drowsiness and Yawn Detection System Using Python;intelligent Analysis of X-Ray Images for Detecting Bone Abnormality in Upper Extremities;Comparison Between LSTM and RNN Algorithm for Speech-to-Speech Translator;Swarm Optimization of Multiple UAV’s for Resource Allocation in Humanitarian Aid and Disaster Relief Operations;hardware Design of a Turbo Product Code Decoder;multiple Object Detection and Tracking Using Deep Learning.

This research aims to study the goaling recognition methods based on the intelligent analysis of real-time basketball images of the Internet of Things, so as to accelerate the development of basketball and other sports fields.

A new bifunctional intelligent nanosensing platform based on graphene-like titanium carbide MXene (Ti2C MXene)/Au–Ag nanoshuttles (NSs) for both electrochemical and surface-enhanced Raman scattering (SERS) intelligent analysis of ultra-trace carbendazim (CBZ) residues in tea and rice coupled with machine learning (ML) was successfully designed.

Secondly, we designed a technology for the intelligent analysis of the photocoagulation plan that allows the effectiveness of the treatment to be predicted.

The intelligent analysis and evaluation of energy consumption of the water injection pipe network system has been realized, and the optimization and transformation goals have been defined.

The system integrates the functions of data collection, video monitoring, intelligent analysis and fault alarm, and intelligently monitors the underground production site and large-scale equipment, realizing unattended operation, which provides powerful support for digital mine construction.

Underwater images or videos are common but essential information carrier for observation, fishery industry and intelligent analysis system in underwater vehicles.

In addition, this paper proposes the MACDPA path planning algorithm to realize the intelligent analysis of English textbook images.

The intelligent analysis and processing of data by video structure technology is conducive to quickly increasing the speed of target search, reducing storage capacity, solving the problem of long-term storage, and realizing full automation of surveillance video.

The SANCUS1 solution intends providing a modular framework integrating different engines in order to enable next‐generation 5G system networks to perform automated and intelligent analysis of their firmware images at massive scale, as well as the validation of applications and services.

In order to maintain the autonomous management of IIoT, massive sensing data are sent to the data center for intelligent analysis.

This study demonstrates an intelligent analysis scheme for determination of optimal operating condition of an internal combustion engine.

The proposed approach is based on methods of nonparametric statistics using rank criteria and will allow for intelligent analysis of data on key environmental indicators, such as hydrometeorological data on the level of pollution and composition of air, soil, maximum permissible emissions of harmful substances, environmental monitoring of anomalies, and others.

Moreover, this paper sets up the functional structure of this paper based on the neural network model structure, and builds an intelligent analysis system for signal processing tasks based on the LSTM recurrent neural network algorithm.

Internet of Things (IoT) devices will generate massive fragmented data that requires real-time computing and intelligent analysis, which makes it facing the challenge of insufficient computing resources and limited battery energy.

The administrator pushes the reviewed disaster information to the public through the audit and intelligent analysis of the disaster data.

This work will be helpful to enrich and improve the abilities of intelligent analysis, mobile computing and quantitative query based on distance for spatio - temporal database.

Inspection robot uses unified detection standards and intelligent analysis technology to sense mine smoke and flame.

In this paper, we present MigrationAdvisor, an evidence-based tool to recommend library migration targets through intelligent analysis upon a large number of GitHub repositories and Java libraries.

Additional capabilities for intelligent analysis are demonstrated.

The computational part of the system can contain modules implemented with the possibility of intelligent analysis and containing a dynamic model that is implemented on a trained neural network, and a module implemented with the possibility of additional training of the neural network and the selection of active and redundant neurons.

The author analyzes how business analytics help enterprises use effective and intelligent analysis on the data and business to improve the performance of the enterprises, which can make the enterprises become competitive and outstanding.

Long-term continuous operation of the big data IoT system has the risk of performance degradation or even partial fault, which leads to a decrease in the availability of collected data for intelligent analysis.

A combined approach has been developed to estimate the effectiveness of social transformations as a measure of inconsistency between the actions of the authorities and the expectations of society and the synergy (social activity) of people, based on formalized coordination of the results obtained by the method of expert assessments and methods of sentiment analysis and intelligent analysis of text messages from online open sources and social networks.

It is expected that an advanced screw manufacturing system with intelligent analysis ability can be developed.

Vehicle re-identification (reID) aims to search the target vehicle in a non-overlapping multi-camera network, which is important for the intelligent analysis in large scale of surveillance videos.

The electric power intelligent inspection robot is equipped with high-definition visible light camera, infrared thermal imager, sound-collecting equipment and other intelligent detection devices and intelligent analysis algorithm software to complete the control loop from rapid acquisition of all-weather data, real-time information transmission, intelligent analysis and early warning to fast decision feedback.

In order to improve the legal teaching effect of the university, based on machine learning and neural networks, this paper integrates and optimizes the original hardware and software and operation process, and further highlights the functions of interconnection and sharing, automatic sensing, real-time recording, interactive feedback, dynamic supervision, and intelligent analysis, which greatly facilitates the evaluation of teaching at all levels.

Relying on the dataset, we created an intelligent analysis system based on deep learning image segmentation.

The article shows the possibility of using intelligent analysis in a vehicle service when assessing the vehicle reliability.

Mechanism analysis shows that CPS strategic capabilities have optimized and promoted the upgrading of manufacturing structure from five levels: information mapping capability, digital value-added capability, resource coordination capability, intelligent analysis capability and value co-creation capability.

The traditional data processing mode of cloud computing is difficult to meet the demand of intelligent analysis, and a new kind of Internet of things technology – edge computing is gradually concerned by people.

Thematic discovery based on big data analytics, real-time surveillance and monitoring of trending topics, intelligent prediction of popularity, intelligent analysis of emotional valence, etc.

In addition, without it is impossible making the next logical step – the effective application of intelligent analysis methods.

It is thus a lightweight and intelligent analysis method for acquiring information about asphalt–aggregate mixtures.

At the first stage, the tools solve the problems of searching, collecting, consolidating and intelligent analysis of requirements for specialists extracted from open sources on the Internet, such as sections with employers’ vacancies on the websites of enterprises, recruitment agencies, labor exchanges, message boards, forums, chats, groups of social networks and messengers.

Intelligent analysis of so-called Big Data and special computational methods for analyzing Big Data of biomedical publications, based on the topological theory of sentiment analysis of medical texts from PubMed/MEDLINE.

Furthermore, the enhancement of images collected in low-light environments is an indispensable prerequisite for the railway inspection system to carry out intelligent analysis.

The results show that intelligent collection of customer behaviour and intelligent analysis of consumer behavior have significant impact on promoting company innovation performance.

Then, the intelligent analysis and calculation of precision generating surface parameters and quantitative adjustment are carried out, and the exact reverse method of the special line parts with characteristic parameters is studied.

For the intelligent analysis, firstly it is required to design the big data model, which is combined for the AI frameworks as the theoretical basis, and then, the social network is modeled with the topology analysis and the data connection analysis.

Extracting clinical concepts, such as problems, diagnosis, and treatment, from unstructured clinical narrative documents enables data-driven approaches such as machine and deep learning to support advanced applications such as clinical decision-support systems, the assessment of disease progression, and the intelligent analysis of treatment efficacy.

It lays a technical foundation for the intelligent analysis of arbitrary gas absorption spectral lines.

This article presents a method for determining (restoring) the correspondence of transit passengers by means of intelligent analysis of validation operations data of electronic travel tickets (smart card, transport card, magnetic card, mobile phone or other electronic devices (electronic gadgets)), which are recorded in the automated transportation management system during validation.

Together with the intelligent analysis module, the camera group will collect the eye focus, facial expression, 3D body posture, and other children’s information during the completion of the functional test.

The above research solves the technical problems of software and hardware engineering from data collection to algorithm programming, and provides a functional platform for intelligent analysis and auxiliary training of dance art, which can be promoted and applied to more professional dancers and dance teachers, thereby accumulating a large amount of data and refining Produce more technical index parameters in line with the rules of dance art, and finally form a set of professional products for dance art intelligence analysis and auxiliary training.

Intelligent analysis of present lifestyle may help to understand the development of the chronic diseases and the relationship of these diseases together.

The capability of OSINT for intelligent analysis strengthens tightly integrating machine learning and automated reasoning techniques.

The advantage of the technology for monitoring tanks using computer vision is that the intelligent analysis of photos enables to determine the shape of the cylindrical shell of the tank, any geometric parameters of the structure, defects (dents, bulges), cracks.

Accurate and efficient video quality predictors suitable for this content are thus in great demand to achieve more intelligent analysis and processing of UGC videos.

On-site diagnosis of gas well production status, intelligent generation of systems, intelligent analysis and optimization are realized, and intermittent gas wells are transformed from manual management to intelligent management.

Based on intelligent analysis of the data, identification models are developed for agricultural commodity price prediction.

Therefore, we propose an Interactive and Intelligent AD Auxiliary Screening (IAS) system consisting of speech-based Interactive Unit Testing Module (IUTM) and truth-based Intelligent Analysis Module (IAM), both of which are developed by deep learning techniques.

Intelligent analysis and decision software is a computer software system established by using artificial intelligence, especially the principle and technology of expert system.

Based on massive online learning data, through intelligent analysis of academic data, it will provide learners with learning suggestions, online examinations, teacher-student activities, assist teachers in implementing student evaluations, carry out precise teaching and research, and improve the curriculum resource construction system.

This study aims to analyze the vulnerability of rice distribution in West Java using Intelligent Analysis.

In order to study the auxiliary teaching system for classroom student management, this article is based on neural network technology and emotional feature recognition algorithm, and according to the actual situation of classroom teaching, an intelligent analysis system for classroom student status is constructed.

As such, an intelligent analysis method is needed to process efficiently this high volume of information.

However, the huge amount of data also accentuates the necessity for intelligent analysis strategies.