2022 Sixth International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC)最新文献_第10页

Real-time Emotion Recognition System based on the Facial Expressions using Random Forest Algorithm 基于随机森林算法的面部表情实时情感识别系统

2022 Sixth International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC) Pub Date : 2022-11-10 DOI: 10.1109/I-SMAC55078.2022.9987259

V. Benedict Vinusha., V. Indhuja, Sandra Johnson

{"title":"Real-time Emotion Recognition System based on the Facial Expressions using Random Forest Algorithm","authors":"V. Benedict Vinusha., V. Indhuja, Sandra Johnson","doi":"10.1109/I-SMAC55078.2022.9987259","DOIUrl":"https://doi.org/10.1109/I-SMAC55078.2022.9987259","url":null,"abstract":"Facial expressions are one of the fundamental ways that people convey their feelings. Perhaps the most remarkable, consistent people can quickly express their feelings and intentions by making facial expressions. There has been significant progress in artificial intelligence and machine learning which are now successfully used in various fields. Additionally, pattern categorization and design recognition problems have significantly impacted machine learning computations. These works have used over 80,000 datasets from Kaggle and other websites to train a model to identify people’s emotions as a website called Real-time Emotion Recognition System Based On The Facial Expressions using Random Forest Algorithm. This recommendation predicates based on the Random Forest technique using OpenCV for Python. The System accomplishes the execution of a Convolutional Brain network for preparing a dataset and accomplishing high-order precision, and decreasing the immaterial pixels (pixels outside looks) with the assistance of the Haar Outpouring library present in the OpenCV module. The proposed innovation can distinguish the persistent feeling of the articles in the video outline. The proposed framework was contrasted with other best-at-school 3D look acknowledgment improvements in the wording of general exactness, getting a presentation of 88% against 84%, separately. The outcomes point out there to the present framework can precisely perceive looks progressively.","PeriodicalId":306129,"journal":{"name":"2022 Sixth International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-11-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124329971","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

A Swarm-based AI Aided Wheel Bot System to Detect Cracks in Railway Tracks 基于群的人工智能辅助车轮机器人系统检测轨道裂缝

2022 Sixth International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC) Pub Date : 2022-11-10 DOI: 10.1109/I-SMAC55078.2022.9987326

Rosebell Paul, Neeraj M, Neeraj Sagar, Vaibhav Nair, Yadukrishnan Ps

{"title":"A Swarm-based AI Aided Wheel Bot System to Detect Cracks in Railway Tracks","authors":"Rosebell Paul, Neeraj M, Neeraj Sagar, Vaibhav Nair, Yadukrishnan Ps","doi":"10.1109/I-SMAC55078.2022.9987326","DOIUrl":"https://doi.org/10.1109/I-SMAC55078.2022.9987326","url":null,"abstract":"Railway is one of our country’s most important sources of transit, yet it is a source of great concern since our railway tracks are vulnerable to damage/cracks. The major causes of railway accidents are railway track crossings and unseen faults in railway tracks. Due to such primitive conditions a numerous number of accidents are seen every year with heavy tolls to human life and infrastructure. The aim of this project is to develop a swarm robotic system to provide a real-time solution to crack detection and danger mitigation. Crack detection has been manual which is time-consuming and tedious, until recently, when the crack detection system started to become automated. But the system still has major flaws such as inability in identifying the different types of cracks, distinguishing between intentional and actual cracks, and providing a real-time solution to the identified problem. The proposed system is aimed towards efficient detection of not just cracks, but obstacles and animal detection along with fault detection in case of agent failure. A swarm robotic approach is implemented where the agents are deployed on the tracks and they are able to communicate among themselves as well as the base station in real-time. The system is integrated with an android application which updates the status of the agents of the assigned cluster in real-time. The agent also has the mechanism of detaching itself off the tracks when a train approaches to avoid collisions.","PeriodicalId":306129,"journal":{"name":"2022 Sixth International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-11-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124367907","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Design of Intelligent Recommendation Information Algorithm based SMSE Intelligent Data Mining 基于SMSE智能数据挖掘的智能推荐信息算法设计

2022 Sixth International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC) Pub Date : 2022-11-10 DOI: 10.1109/I-SMAC55078.2022.9987394

Fushan Ma, Chunhui Shao

引用次数: 0

Spectral Feature Recognition Model based on Waveform Matching Algorithm 基于波形匹配算法的频谱特征识别模型

2022 Sixth International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC) Pub Date : 2022-11-10 DOI: 10.1109/I-SMAC55078.2022.9987369

Wei-ming Zhao

引用次数: 0

Application of Intelligent Automation Control System based on Virtual Cloud Analysis Algorithm 基于虚拟云分析算法的智能自动化控制系统应用

2022 Sixth International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC) Pub Date : 2022-11-10 DOI: 10.1109/I-SMAC55078.2022.9986505

Haitao Yu

引用次数: 0

Artificial Intelligence based Robotic System with Enhanced Information Technology 基于人工智能和增强信息技术的机器人系统

2022 Sixth International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC) Pub Date : 2022-11-10 DOI: 10.1109/I-SMAC55078.2022.9987367

J. A. Venice, Kiran Kumar Thoti, H. Henrietta, Muniyandy Elangovan, D. Anusha, Aliya Zhakupova

{"title":"Artificial Intelligence based Robotic System with Enhanced Information Technology","authors":"J. A. Venice, Kiran Kumar Thoti, H. Henrietta, Muniyandy Elangovan, D. Anusha, Aliya Zhakupova","doi":"10.1109/I-SMAC55078.2022.9987367","DOIUrl":"https://doi.org/10.1109/I-SMAC55078.2022.9987367","url":null,"abstract":"This work presents the most recent research in Intelligent Intervals, which combines modern information technology and advanced robotics. Researchers use robots outfitted with various sensors and instruments on the surface of other planets, in orbit, or as aides to astronauts. The ability of space robots to move, work, and intelligently explore without needing to be touched on a frequent bas is or relying heavily on human operators is important to their use. This necessitates the ability to comprehend the chaotic or unfamiliar environment in which find ourselves. In such a scenery, intellectual thinking about perception is required to carry out actions in a meaningful and consistent manner. As a result, the effectiveness of robotics and automated space systems in space exploration is intimately related to robot intelligence or autonomy. The Smart Space initiative has evolved in scope and complexity since its inception in 1996. The core of a smart space is a ubiquitous sensor network integrated into the human living environment that can track a large number of people and other objects in space. With the help of intelligent space, mobile robots operate in human living areas and provide a variety of services, such as human direction. Robots are becoming more capable of solving tough space resources and planetary surfaces with autonomy and prowess as space agencies throughout the world improve their robotic missions, proving their value and usefulness in every mission. The demand for this capability is increasing as international space agencies need humans and intelligent robots.","PeriodicalId":306129,"journal":{"name":"2022 Sixth International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-11-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114720292","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Lung Respiratory Audio Prediction using Transfer Learning Models 使用迁移学习模型的肺呼吸音频预测

2022 Sixth International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC) Pub Date : 2022-11-10 DOI: 10.1109/I-SMAC55078.2022.9986498

Arohi Patel, S. Degadwala, Dhairya Vyas

{"title":"Lung Respiratory Audio Prediction using Transfer Learning Models","authors":"Arohi Patel, S. Degadwala, Dhairya Vyas","doi":"10.1109/I-SMAC55078.2022.9986498","DOIUrl":"https://doi.org/10.1109/I-SMAC55078.2022.9986498","url":null,"abstract":"lung disease is now the leading cause of death worldwide. Lung disease is typically discovered in its final stages, after it has progressed to a serious state. However, the early detection of lung disease may assist in treatment. Technological advancements are critical to the delivery of healthcare services in today’s society. Electronic stethoscopes are used to record the audio clips from patients’ lungs. The audio clips provide useful information for lung diagnosis. The medical community is now focusing on the significance of detecting the lung syndrome using audio acoustics, which is a new research topic. This research study provide a range of transfer learning algorithms for lung audio classification, by utilizing the well-known ALEXNET, VGGNET, and RESNET models. With its high accuracy in classifying the lung audio, the aforementioned transfer learning models might be used to diagnose the lung disorders. Transfer learning strategies, its advantages and disadvantages will be discussed in this research study. Furthermore, this research study also suggests future directions for lung audio identification research as a means of distinguishing between the four distinct lung clips.","PeriodicalId":306129,"journal":{"name":"2022 Sixth International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-11-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116887491","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 4

Machine Learning and Advanced Technology Based Patient Health Monitoring System 基于机器学习和先进技术的患者健康监测系统

2022 Sixth International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC) Pub Date : 2022-11-10 DOI: 10.1109/I-SMAC55078.2022.9987298

M. Amutha, U. Arul, G.Radha Devi, J. Manikandan, R. Uma

{"title":"Machine Learning and Advanced Technology Based Patient Health Monitoring System","authors":"M. Amutha, U. Arul, G.Radha Devi, J. Manikandan, R. Uma","doi":"10.1109/I-SMAC55078.2022.9987298","DOIUrl":"https://doi.org/10.1109/I-SMAC55078.2022.9987298","url":null,"abstract":"The Web of Things (IoT) enables people to achieve higher levels of automation through means of building systems, sensors and interconnected tools, and the Internet. In intensive care units, silence checking is an important and fundamental activity, as even a slight delay in choosing a treatment for a patient can lead to endless helplessness or, in some cases, death. Organized sensors (worn on frames or provided on living plant elements) provide rich statistics by means and means for physical and intellectual development. Initially, IoT’s possibilities and issues can be assigned when acquiring this creative and attachment as a management restore method. Most ICU units are equipped with a variety of sensors to estimate prosperity boundaries, but it is recommended that you constantly display the screen. Pain is primarily based on the main framework, which is mainly available, mainly based on the main framework, and begins to understand the emergency and speak of the administration’s personnel. At danger, she can help the initial aggressive and fast treatment. Recovery management in this format reduces confidence in important experts for keeping more time to reduce confidence in human mixes and choose as real ideas.","PeriodicalId":306129,"journal":{"name":"2022 Sixth International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-11-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117261442","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Rating-based Restaurant and Food Recommendation System using Nearest Neighbor Algorithm 基于评级的基于最近邻算法的餐厅和食物推荐系统

2022 Sixth International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC) Pub Date : 2022-11-10 DOI: 10.1109/I-SMAC55078.2022.9987306

M. Malathi, S. Sarujith, Samyuktha Menon

引用次数: 2

Intelligent Measurement Information Software for AI-Enabled Education Based on Watson Studio 基于Watson Studio的人工智能教育智能测量信息软件

2022 Sixth International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC) Pub Date : 2022-11-10 DOI: 10.1109/I-SMAC55078.2022.9987315

Zhuo Chen

引用次数: 0