Pub Date : 2022-12-16DOI: 10.1142/s0218213023500215
S. Biswas, D. Saha, R. Pandit
{"title":"A State-of-the-art Association Rule Mining Survey and It's Rare Application, Challenges, Progress","authors":"S. Biswas, D. Saha, R. Pandit","doi":"10.1142/s0218213023500215","DOIUrl":"https://doi.org/10.1142/s0218213023500215","url":null,"abstract":"","PeriodicalId":50280,"journal":{"name":"International Journal on Artificial Intelligence Tools","volume":" ","pages":""},"PeriodicalIF":1.1,"publicationDate":"2022-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44237008","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2022-12-16DOI: 10.1142/s0218213023500161
M. Moustapha, Murat Tasyurek, Celal Öztürk
{"title":"A Novel YOLOv5 Deep Learning Model for Handwriting Detection and Recognition","authors":"M. Moustapha, Murat Tasyurek, Celal Öztürk","doi":"10.1142/s0218213023500161","DOIUrl":"https://doi.org/10.1142/s0218213023500161","url":null,"abstract":"","PeriodicalId":50280,"journal":{"name":"International Journal on Artificial Intelligence Tools","volume":"88 3 1","pages":"2350016:1-2350016:33"},"PeriodicalIF":1.1,"publicationDate":"2022-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"72637573","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2022-12-13DOI: 10.1142/s0218213023600102
H. Hajri, M. Césaire, L. Schott, S. Lamprier, P. Gallinari
,
，
{"title":"Neural Adversarial Attacks with Random Noises","authors":"H. Hajri, M. Césaire, L. Schott, S. Lamprier, P. Gallinari","doi":"10.1142/s0218213023600102","DOIUrl":"https://doi.org/10.1142/s0218213023600102","url":null,"abstract":",","PeriodicalId":50280,"journal":{"name":"International Journal on Artificial Intelligence Tools","volume":"13 1","pages":"2360010:1-2360010:22"},"PeriodicalIF":1.1,"publicationDate":"2022-12-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78398171","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2022-11-25DOI: 10.1142/s0218213023400067
Z. Tarek, M. Elhoseny, I. M. El-Hasnony
{"title":"Blockchain and Artificial Intelligence-based Solutions for Healthcare Management: Liver Disease Detection as a Case Study","authors":"Z. Tarek, M. Elhoseny, I. M. El-Hasnony","doi":"10.1142/s0218213023400067","DOIUrl":"https://doi.org/10.1142/s0218213023400067","url":null,"abstract":"","PeriodicalId":50280,"journal":{"name":"International Journal on Artificial Intelligence Tools","volume":" ","pages":""},"PeriodicalIF":1.1,"publicationDate":"2022-11-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49029938","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2022-11-23DOI: 10.1142/s0218213023400092
T. Özcan, Ebru Pekel Ozmen
{"title":"Prediction of Heart Disease Using a Hybrid XGBoost-GA Algorithm with Principal Component Analysis: A Real Case Study","authors":"T. Özcan, Ebru Pekel Ozmen","doi":"10.1142/s0218213023400092","DOIUrl":"https://doi.org/10.1142/s0218213023400092","url":null,"abstract":"","PeriodicalId":50280,"journal":{"name":"International Journal on Artificial Intelligence Tools","volume":"15 1","pages":"2340009:1-2340009:17"},"PeriodicalIF":1.1,"publicationDate":"2022-11-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"88385059","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2022-11-23DOI: 10.1142/s0218213023600047
Huiqiang Zhang, Ji Li, Shengqi Liu, Wei Wang
With the continuous exploitation of coal resources, human safety has been seriously threatened during the mining process. Therefore, it is of great significance to establish an efficient human infrared image recognition system. In this paper, three classes of infrared image data of the human body are collected by a thermal imager, namely Human, Human others and None. According to the characteristics of downhole infrared images, a distributed channel feature extraction module (DCFE) is designed, and DCA-Net is proposed based on this module. The experimental results show that the recognition rate of the network reaches 98%. Compared with other networks, this network has better recognition performance. Among them, the recognition rate of DCA-Net50 reaches 98.214%, the amount of parameters and calculations are relatively small, and the cost-effectiveness is the highest. It is suitable for the human body infrared image recognition system that requires high accuracy and high real-time performance.
{"title":"A Human Body Infrared Image Recognition Approach via DCA-Net Deep Learning Models","authors":"Huiqiang Zhang, Ji Li, Shengqi Liu, Wei Wang","doi":"10.1142/s0218213023600047","DOIUrl":"https://doi.org/10.1142/s0218213023600047","url":null,"abstract":"With the continuous exploitation of coal resources, human safety has been seriously threatened during the mining process. Therefore, it is of great significance to establish an efficient human infrared image recognition system. In this paper, three classes of infrared image data of the human body are collected by a thermal imager, namely Human, Human others and None. According to the characteristics of downhole infrared images, a distributed channel feature extraction module (DCFE) is designed, and DCA-Net is proposed based on this module. The experimental results show that the recognition rate of the network reaches 98%. Compared with other networks, this network has better recognition performance. Among them, the recognition rate of DCA-Net50 reaches 98.214%, the amount of parameters and calculations are relatively small, and the cost-effectiveness is the highest. It is suitable for the human body infrared image recognition system that requires high accuracy and high real-time performance.","PeriodicalId":50280,"journal":{"name":"International Journal on Artificial Intelligence Tools","volume":"11 1","pages":"2360004:1-2360004:11"},"PeriodicalIF":1.1,"publicationDate":"2022-11-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"79997093","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2022-11-18DOI: 10.1142/s0218213023400055
S. R. Gogu, S. Sathe
{"title":"autoFPR: An Efficient Automatic Approach for Facial Paralysis Recognition Using Facial Features","authors":"S. R. Gogu, S. Sathe","doi":"10.1142/s0218213023400055","DOIUrl":"https://doi.org/10.1142/s0218213023400055","url":null,"abstract":"","PeriodicalId":50280,"journal":{"name":"International Journal on Artificial Intelligence Tools","volume":"25 1","pages":"2340005:1-2340005:27"},"PeriodicalIF":1.1,"publicationDate":"2022-11-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73669010","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2022-11-18DOI: 10.1142/s0218213023400080
R. P. Thati, A. S. Dhadwal, Priyesh Kumar, P. Sainaba
{"title":"Multimodal Depression Detection: Using Fusion Strategies with Smart Phone Usage and Audio-visual Behavior","authors":"R. P. Thati, A. S. Dhadwal, Priyesh Kumar, P. Sainaba","doi":"10.1142/s0218213023400080","DOIUrl":"https://doi.org/10.1142/s0218213023400080","url":null,"abstract":"","PeriodicalId":50280,"journal":{"name":"International Journal on Artificial Intelligence Tools","volume":"8 1","pages":"2340008:1-2340008:30"},"PeriodicalIF":1.1,"publicationDate":"2022-11-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78889684","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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