Pub Date : 2023-01-01DOI: 10.32604/jai.2023.039786
Abdulghani M. Abdulghani, Mokhles M. Abdulghani, Wilbur L. Walters, Khalid H. Abed
{"title":"AI Safety Approach for Minimizing Collisions in Autonomous Navigation","authors":"Abdulghani M. Abdulghani, Mokhles M. Abdulghani, Wilbur L. Walters, Khalid H. Abed","doi":"10.32604/jai.2023.039786","DOIUrl":"https://doi.org/10.32604/jai.2023.039786","url":null,"abstract":"","PeriodicalId":50280,"journal":{"name":"International Journal on Artificial Intelligence Tools","volume":"6 1","pages":""},"PeriodicalIF":1.1,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"83236095","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 : 2023-01-01DOI: 10.32604/jai.2023.040213
Umar Abdulkadir Isa, A. Fernando
{"title":"Explainable AI and Interpretable Model for Insurance Premium Prediction","authors":"Umar Abdulkadir Isa, A. Fernando","doi":"10.32604/jai.2023.040213","DOIUrl":"https://doi.org/10.32604/jai.2023.040213","url":null,"abstract":"","PeriodicalId":50280,"journal":{"name":"International Journal on Artificial Intelligence Tools","volume":"42 1","pages":""},"PeriodicalIF":1.1,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73616567","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 : 2023-01-01DOI: 10.32604/jai.2023.041341
Abdulghani M. Abdulghani, Mokhles M. Abdulghani, Wilbur L. Walters, Khalid H. Abed
{"title":"Multiple Data Augmentation Strategy for Enhancing the Performance of YOLOv7 Object Detection Algorithm","authors":"Abdulghani M. Abdulghani, Mokhles M. Abdulghani, Wilbur L. Walters, Khalid H. Abed","doi":"10.32604/jai.2023.041341","DOIUrl":"https://doi.org/10.32604/jai.2023.041341","url":null,"abstract":"","PeriodicalId":50280,"journal":{"name":"International Journal on Artificial Intelligence Tools","volume":"151 1","pages":""},"PeriodicalIF":1.1,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"77871872","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 : 2022-12-17DOI: 10.1142/s0218213023500173
N. Mainas, F. Bouraimis, A. Karavisileiou, E. Petrakis
Web services are published in service registries on the Web by various software vendors to be easily discovered and re-used in applications. The Semantic Web vision provides the technology means for unifying the world of Web services and suggests representing the services as semantic objects accessible on the Web. Leveraging the latest results for hypermedia-based construction of Web APIs (i.e. Hydra) and the newest update of the OpenAPI specification, we propose a reference ontology for REST services along with a formal procedure for converting OpenAPI service descriptions to instances of this ontology. At the heart of the approach is a model for enhancing the meaning of Schema properties (i.e. re-usable JSON Schema properties commonly used to clarify the meaning of service components). Schema properties are semantically annotated (i.e. their meaning is mapped to a semantic model) or, existing properties are combined to form complex composed or polymorphic expressions. The complete algorithm for mapping service descriptions to the OpenAPI ontology is implemented and is available as a Web Application for testing.
{"title":"Annotated OpenAPI Descriptions and Ontology for REST Services","authors":"N. Mainas, F. Bouraimis, A. Karavisileiou, E. Petrakis","doi":"10.1142/s0218213023500173","DOIUrl":"https://doi.org/10.1142/s0218213023500173","url":null,"abstract":"Web services are published in service registries on the Web by various software vendors to be easily discovered and re-used in applications. The Semantic Web vision provides the technology means for unifying the world of Web services and suggests representing the services as semantic objects accessible on the Web. Leveraging the latest results for hypermedia-based construction of Web APIs (i.e. Hydra) and the newest update of the OpenAPI specification, we propose a reference ontology for REST services along with a formal procedure for converting OpenAPI service descriptions to instances of this ontology. At the heart of the approach is a model for enhancing the meaning of Schema properties (i.e. re-usable JSON Schema properties commonly used to clarify the meaning of service components). Schema properties are semantically annotated (i.e. their meaning is mapped to a semantic model) or, existing properties are combined to form complex composed or polymorphic expressions. The complete algorithm for mapping service descriptions to the OpenAPI ontology is implemented and is available as a Web Application for testing.","PeriodicalId":50280,"journal":{"name":"International Journal on Artificial Intelligence Tools","volume":" ","pages":""},"PeriodicalIF":1.1,"publicationDate":"2022-12-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43186950","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/s0218213023500197
L. Fan, J. Li, Jun Liu
{"title":"An Enhanced Spotted Hyena Optimization Algorithm and Its Application to Engineering Design Scenario","authors":"L. Fan, J. Li, Jun Liu","doi":"10.1142/s0218213023500197","DOIUrl":"https://doi.org/10.1142/s0218213023500197","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":"48268776","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/s0218213023500136
S. Sundar, S. Sumathy
{"title":"RetU-Net: An Enhanced U-Net Architecture for Retinal Lesion Segmentation","authors":"S. Sundar, S. Sumathy","doi":"10.1142/s0218213023500136","DOIUrl":"https://doi.org/10.1142/s0218213023500136","url":null,"abstract":"","PeriodicalId":50280,"journal":{"name":"International Journal on Artificial Intelligence Tools","volume":"212 1","pages":"2350013:1-2350013:17"},"PeriodicalIF":1.1,"publicationDate":"2022-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75880750","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/s0218213023500148
A. Sharma, G. Sethi
{"title":"Fatigue Detection System in Construction Site Using Extension Based Equilibrium with Capsule Autoencoder Network","authors":"A. Sharma, G. Sethi","doi":"10.1142/s0218213023500148","DOIUrl":"https://doi.org/10.1142/s0218213023500148","url":null,"abstract":"","PeriodicalId":50280,"journal":{"name":"International Journal on Artificial Intelligence Tools","volume":"85 1","pages":"2350014:1-2350014:27"},"PeriodicalIF":1.1,"publicationDate":"2022-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"83894779","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/s0218213023500185
S. Chauhan, Devid Kumar
{"title":"Traffic Prediction and Signal Controlling Using Mode Search Optimization Based Deep Long Short Term Memory Classifier","authors":"S. Chauhan, Devid Kumar","doi":"10.1142/s0218213023500185","DOIUrl":"https://doi.org/10.1142/s0218213023500185","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":"44747574","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/s021821302350015x
G. Yu, T. Zhao, B. Ren
{"title":"The Dead-reckoning Navigation Guidance Law Based on Neural Network Collaborative Forecasting","authors":"G. Yu, T. Zhao, B. Ren","doi":"10.1142/s021821302350015x","DOIUrl":"https://doi.org/10.1142/s021821302350015x","url":null,"abstract":"","PeriodicalId":50280,"journal":{"name":"International Journal on Artificial Intelligence Tools","volume":"9 1","pages":"2350015:1-2350015:22"},"PeriodicalIF":1.1,"publicationDate":"2022-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"90901592","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/s0218213023500203
S. Choi, Y. Jang, H. Kim
{"title":"A Deep Learning Approach to Imputation of Dynamic Pupil Size Data and Prediction of ADHD","authors":"S. Choi, Y. Jang, H. Kim","doi":"10.1142/s0218213023500203","DOIUrl":"https://doi.org/10.1142/s0218213023500203","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":"42442387","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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