2023 International Conference on Artificial Intelligence and Applications (ICAIA) Alliance Technology Conference (ATCON-1)最新文献_第7页

Use of Artificial Intelligence to Avoid Errors in Referring a Football Match 使用人工智能来避免足球比赛中的错误

2023 International Conference on Artificial Intelligence and Applications (ICAIA) Alliance Technology Conference (ATCON-1) Pub Date : 2023-04-21 DOI: 10.1109/ICAIA57370.2023.10169463

Mazi Essoloani Aleza, D. Vetrithangam

{"title":"Use of Artificial Intelligence to Avoid Errors in Referring a Football Match","authors":"Mazi Essoloani Aleza, D. Vetrithangam","doi":"10.1109/ICAIA57370.2023.10169463","DOIUrl":"https://doi.org/10.1109/ICAIA57370.2023.10169463","url":null,"abstract":"Football is one of the most popular sport games played in the world and counts many fans across the globe. During a match, any mistake or bad decision from the referee may turn the entire match and may lead to heartbreak losses. For solving this issue, FIFA (Federation Internationale de Football Association) came up with the idea of VAR (Video Assistant Referee) system to reduce errors that might occur due to referring. Even though the VAR system seems to have some pitfalls, The referee needs to take extra time to check and sometimes it seems to be inefficient. Artificial Intelligence (AI), may play an important role in this scenario. It can be integrated into referee assistance by reducing human errors and can help to enhance the VAR precision for a better decision on the field during a match. This research proposes the creation of an AI assisted referee system that makes judgments during a match using information from an AI agent. The AI agent may detect mistakes such as penalties, card punishments, or any other miscalculations that may occur throughout a game. This finding indicates that Long Short-Term Memory performed the best, with an accuracy rate of 95%.","PeriodicalId":196526,"journal":{"name":"2023 International Conference on Artificial Intelligence and Applications (ICAIA) Alliance Technology Conference (ATCON-1)","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-04-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114857246","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

2023 International Conference on Artificial Intelligence and Applications (ICAIA) Alliance Technology Conference (ATCON-1) Pub Date : 2023-04-21 DOI: 10.1109/ICAIA57370.2023.10169555

V. Asha, Arpana Prasad, C.R Vishwanath, K. Madava Raj, A. R. Manoj Kumar, N. Leelavathi

引用次数: 0

Weather Monitoring and Prediction System based on Machine Learning and IoT 基于机器学习和物联网的天气监测预报系统

2023 International Conference on Artificial Intelligence and Applications (ICAIA) Alliance Technology Conference (ATCON-1) Pub Date : 2023-04-21 DOI: 10.1109/ICAIA57370.2023.10169428

Narendra Kumar, Swayam Keshari, Ashutosh Singh Rawat, Abhishek Chaubey, Ishaan Dawar

{"title":"Weather Monitoring and Prediction System based on Machine Learning and IoT","authors":"Narendra Kumar, Swayam Keshari, Ashutosh Singh Rawat, Abhishek Chaubey, Ishaan Dawar","doi":"10.1109/ICAIA57370.2023.10169428","DOIUrl":"https://doi.org/10.1109/ICAIA57370.2023.10169428","url":null,"abstract":"The weather may have a considerable influence on people’s lives. Changes in the weather have the potential to have an impact on a diverse variety of human activities, including agriculture and transportation. The traditional weather and soil monitoring technologies are erroneous and costly, thus accurate and low-cost technologies are still required. The objective of this study is to monitor and review the current weather conditions to keep people up to date with the latest information and allow for the timely implementation of preventative measures if a disaster is anticipated. Arduino is an open-source electronic device creation platform that is based on the amalgamation of hardware and software components that can be freely and flexibly modified to fulfill the needs of the project. The weather forecasting device is used for monitoring weather conditions, more precisely the temperature, humidity, and moisture content of the soil, from which the user gets real-time weather conditions of the place to take necessary actions accordingly, like watering plants, acting against increased LPG or certain gas content in the atmosphere, and many more. After training and testing of results, it follows that the accuracy of weather monitoring does increase and is a better option for increasing datasets. Furthermore, the low cost of the device makes it easily available to farmers.","PeriodicalId":196526,"journal":{"name":"2023 International Conference on Artificial Intelligence and Applications (ICAIA) Alliance Technology Conference (ATCON-1)","volume":"29 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-04-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128336192","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

Computer Vision and IoT-Based Smart System for Visually Impaired People 视障人士计算机视觉与物联网智能系统

2023 International Conference on Artificial Intelligence and Applications (ICAIA) Alliance Technology Conference (ATCON-1) Pub Date : 2023-04-21 DOI: 10.1109/ICAIA57370.2023.10169589

Rajlakshmi Ghatkamble, K. Ratish Kumar, S. John Hrithik, J. Harshith Kumar, P. Sujan

引用次数: 0

Social Engineering Defender (SE.Def): Human Emotion Factor Based Classification and Defense against Social Engineering Attacks 社会工程防御者(SE.Def):基于人类情感因素的分类和防御社会工程攻击

2023 International Conference on Artificial Intelligence and Applications (ICAIA) Alliance Technology Conference (ATCON-1) Pub Date : 2023-04-21 DOI: 10.1109/ICAIA57370.2023.10169678

Adarsh S. V. Nair, Rathnakar Achary

引用次数: 0

ICAIA 2023 Cover Page ICAIA 2023封面

2023 International Conference on Artificial Intelligence and Applications (ICAIA) Alliance Technology Conference (ATCON-1) Pub Date : 2023-04-21 DOI: 10.1109/icaia57370.2023.10169732

引用次数: 0

Effect of News Headlines on Gold Price Prediction using NLP and Deep Learning 新闻标题对基于NLP和深度学习的黄金价格预测的影响

2023 International Conference on Artificial Intelligence and Applications (ICAIA) Alliance Technology Conference (ATCON-1) Pub Date : 2023-04-21 DOI: 10.1109/ICAIA57370.2023.10169488

Sahil Jaiswal, S. Srivastava, Shelly Garg, Pardeep Singh

{"title":"Effect of News Headlines on Gold Price Prediction using NLP and Deep Learning","authors":"Sahil Jaiswal, S. Srivastava, Shelly Garg, Pardeep Singh","doi":"10.1109/ICAIA57370.2023.10169488","DOIUrl":"https://doi.org/10.1109/ICAIA57370.2023.10169488","url":null,"abstract":"This paper demonstrates the use of news headlines of various news articles to see their impact on the gold commodity. The extracted information is not only limited to the value of the asset but also takes into account various other factors that may help make decisions. Gold prices affect everyone and everyone wants to know how the commodity will behave based on global market sentiment, and statements made by large firms which could affect the market. Although many operations have been performed in this field, it has focused only on one aspect and is related to stocks and not commodities like gold. In this paper, we have a data set of news headlines from the period 2000-2019, and the proposed model is used to extract various information such as previous movements, asset comparisons, price guidance, and various other information that news contains. The experiment is done to check the relationship between gold news and gold prices and the model created produces information that has a significant relationship with the gold price.","PeriodicalId":196526,"journal":{"name":"2023 International Conference on Artificial Intelligence and Applications (ICAIA) Alliance Technology Conference (ATCON-1)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-04-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131222936","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

Performance Evaluation of Classifiers for ECG Signal Analysis 心电信号分类器的性能评价

2023 International Conference on Artificial Intelligence and Applications (ICAIA) Alliance Technology Conference (ATCON-1) Pub Date : 2023-04-21 DOI: 10.1109/ICAIA57370.2023.10169512

Sundari Tribhuvanam, H. Nagaraj, V. Naidu

引用次数: 0

Suicidal Ratio Prediction Among the Continent of World: A Machine Learning Approach 世界各大洲自杀率预测:一种机器学习方法

2023 International Conference on Artificial Intelligence and Applications (ICAIA) Alliance Technology Conference (ATCON-1) Pub Date : 2023-04-21 DOI: 10.1109/ICAIA57370.2023.10169618

Khalid Been Md. Badruzzaman Biplob, Md. Hasan Imam Bijoy, Abu Kowshir Bitto, Aka Das, Amit Chowdhury, Sayed Md. Minhaz Hossain

{"title":"Suicidal Ratio Prediction Among the Continent of World: A Machine Learning Approach","authors":"Khalid Been Md. Badruzzaman Biplob, Md. Hasan Imam Bijoy, Abu Kowshir Bitto, Aka Das, Amit Chowdhury, Sayed Md. Minhaz Hossain","doi":"10.1109/ICAIA57370.2023.10169618","DOIUrl":"https://doi.org/10.1109/ICAIA57370.2023.10169618","url":null,"abstract":"Suicide is a global health issue with significant negative effects. Individuals at risk of suicide often avoid seeking help due to stigma or fear of forced treatment, and those with mental illnesses, who make up the majority of suicide victims, may not be aware of their condition or risk. Detecting those at risk of suicide is a challenge for healthcare providers. However, advances in artificial intelligence (AI) may lead to the development of new suicide prediction technologies. This study used machine learning to predict suicide rates across different continents using six common classification algorithms: Stochastic Gradient Descent Classifier (SGDC), Random Forest Classifier (RFC), Gaussian Naive Bayes Classifier (GNBC), K-Neighbors Classifier (KNNC), Logistic Regression Classifier (LRC), and Linear Support Vector Classifier (LSVC). The KNNC algorithm had the highest training accuracy at 100%, and a 97% test accuracy. The RFC algorithm achieved the highest test accuracy at 99%, with a corresponding training accuracy of 99%.","PeriodicalId":196526,"journal":{"name":"2023 International Conference on Artificial Intelligence and Applications (ICAIA) Alliance Technology Conference (ATCON-1)","volume":"41 2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-04-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116336096","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

About Alliance University 关于联合大学

2023 International Conference on Artificial Intelligence and Applications (ICAIA) Alliance Technology Conference (ATCON-1) Pub Date : 2023-04-21 DOI: 10.1109/icaia57370.2023.10169159

引用次数: 0