{"title":"Content based music genre classification using temporal and spectral features","authors":"Sidhdharth H Pandya, Moayed D Daneshyari","doi":"10.33545/27076571.2023.v4.i2a.65","DOIUrl":"https://doi.org/10.33545/27076571.2023.v4.i2a.65","url":null,"abstract":"","PeriodicalId":175533,"journal":{"name":"International Journal of Computing and Artificial Intelligence","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126155175","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}
{"title":"CCTV or IP camera: For smart city surveillance system","authors":"Archana B. Saxena, Deepti Sharma","doi":"10.33545/27076571.2023.v4.i2a.70","DOIUrl":"https://doi.org/10.33545/27076571.2023.v4.i2a.70","url":null,"abstract":"For a security camera two different technologies like CCTV and IP cameras are used interchangeably. Although the objective of both the devices are quite similar but there execution is substantially different. Both the devices aimed to provide Physical security, crime prevention and enhanced safety at installed location and nearby areas that comes under the device coverage. The hardware composition and working patterns are of both the devices are substantially different. This research piece is a survey article where authors tries to analyze the utility of these devices in city surveillance. The comparative analysis will provide the base to enhanced functionality of both the devices","PeriodicalId":175533,"journal":{"name":"International Journal of Computing and Artificial Intelligence","volume":"87 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139364522","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}
{"title":"Simple device to thinking eye: Journey of CCTV cameras","authors":"Dr. Archana B Saxena, Dr. Deepti Sharma","doi":"10.33545/27076571.2023.v4.i2a.69","DOIUrl":"https://doi.org/10.33545/27076571.2023.v4.i2a.69","url":null,"abstract":"CCTV (Close Circuit Television) has gone through various substantial changes since their inception in 1920’s. The future of these devices are very bright as there are almost indispensable in various sector Like Work Places, home, Market Places. The objective of this survey paper is get details of these devices since their inception till the date. The author of paper has tried to collect the technological, structural and required details of the earlier used devices. As the history and background details are important to understand before planning and future outcomes about these devices.","PeriodicalId":175533,"journal":{"name":"International Journal of Computing and Artificial Intelligence","volume":"20 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135857757","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}
{"title":"Travel recommendation system using graph neural networks","authors":"Sravani Prakki, Moayed Daneshyari","doi":"10.33545/27076571.2023.v4.i2a.66","DOIUrl":"https://doi.org/10.33545/27076571.2023.v4.i2a.66","url":null,"abstract":"There are many applications and uses of recommendation systems. For any recommendation system, the user-to-item interactions are important which can also be seen as graphs. We are focusing on travel or place recommendations. There are very few works on travel or trip recommendation systems using Graph Neural Networks (GNN) leveraging user-to- item interactions. In this work, we have implemented travel or place recommendations using the LightGCN model and compared it with the implementation of the traditional non-graph-based collaborative filtering Matrix Factorization (MF) approach. We have then shown that the LightGCN model performs better for travel or place recommendations than the Matrix Factorization approach. We achieved very good results [203% increase in precision, a 167% increase in recall, and a 98.6% NDCG increase in metrics] using a graph based LightGCN model for travel or place recommendations compared to the Matrix Factorization approach.","PeriodicalId":175533,"journal":{"name":"International Journal of Computing and Artificial Intelligence","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135807288","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}
{"title":"Detection of blockage of seed tube in seed drill by using lasor diode sensor","authors":"Raushan Kumar, Arun Kumar","doi":"10.33545/27076571.2023.v4.i2a.67","DOIUrl":"https://doi.org/10.33545/27076571.2023.v4.i2a.67","url":null,"abstract":"This research developed and tested an embedded laser diode detection system to sense seed flow and detect blockages in seed delivery tubes on seed drills. A model was designed to evaluate the system for a single furrow opener. The detection system used a laser module and receiver module positioned across the seed tube to sense interruptions in seed flow. An Arduino controller activated an alarm and LED indicator when a blockage was detected. The system was tested at tractor speeds of 3, 5, and 7 km/h and seed rates of 90, 100, and 110 kg/ha. Performance metrics evaluated were detection accuracy, false alarm rate, and alarm response time. Results showed the blockage detection system had 100% accuracy in detecting blockages, unaffected by speed or seed rate. The false alarm rate was low, ranging from 0.3 to 1.5 alarms per 100 data points. Higher speeds and seed rates increased the false alarm rate slightly. Alarm response time varied from 10-26 seconds depending on operating parameters. The developed laser diode system accurately and reliably detected seed tube blockages under different operating conditions with minimal false alarms. The system provides real-time feedback to the operator to take corrective action and prevent yield losses from unseeded areas during blockages.","PeriodicalId":175533,"journal":{"name":"International Journal of Computing and Artificial Intelligence","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135857750","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}
{"title":"Effect of virtual reality technology based on artificial intelligence on sports competition anxiety of Indian players","authors":"Divij Gugnani","doi":"10.33545/27076571.2023.v4.i2a.68","DOIUrl":"https://doi.org/10.33545/27076571.2023.v4.i2a.68","url":null,"abstract":"The study was conducted to investigate the Effect of Artificial Intelligence Virtual Reality Technology on Sports Competition Anxiety among male cricketers of Rohtak region. 20 male cricketers were selected by simple random sampling technique out of which 10 is in control group who do only Normal daily routine training and 10 in experimental group who do Normal daily routine training with Artificial Intelligence Virtual reality technology. Sports competition Anxiety Test was administered as standard questionnaire for the study. Dependent t test was used with level of significance 0.05 to compare pre-test and post-test. The findings of the study reveals that there is no significant difference when we don’t use Artificial Intelligence Virtual reality technology with normal training whereas there is a significant difference when we use Artificial Intelligence Virtual reality technology with normal training.","PeriodicalId":175533,"journal":{"name":"International Journal of Computing and Artificial Intelligence","volume":"83 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135857753","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}
{"title":"An online beach resort reservation system: A tool to strengthen TVET to meet industry needs","authors":"A. James, Akingbade Luisa Osasere","doi":"10.33545/27076571.2023.v4.i1a.62","DOIUrl":"https://doi.org/10.33545/27076571.2023.v4.i1a.62","url":null,"abstract":"","PeriodicalId":175533,"journal":{"name":"International Journal of Computing and Artificial Intelligence","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128648617","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}
{"title":"An efficient machine learning technique for prediction of consumer behaviour with high accuracy","authors":"Siddhant Sharma, Dr. Akhilesh A. Waoo","doi":"10.33545/27076571.2023.v4.i1a.59","DOIUrl":"https://doi.org/10.33545/27076571.2023.v4.i1a.59","url":null,"abstract":"","PeriodicalId":175533,"journal":{"name":"International Journal of Computing and Artificial Intelligence","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125720508","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}
{"title":"Applications of machine learning in manufacturing: Benefits, issues, and strategies","authors":"S. Rajasekaran","doi":"10.33545/27076571.2023.v4.i1a.58","DOIUrl":"https://doi.org/10.33545/27076571.2023.v4.i1a.58","url":null,"abstract":"","PeriodicalId":175533,"journal":{"name":"International Journal of Computing and Artificial Intelligence","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130424921","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}
{"title":"A comparative study of machine learning models and deep learning model for consumer price index of India","authors":"Darshan Sanjay Gunjal","doi":"10.33545/27076571.2023.v4.i1a.64","DOIUrl":"https://doi.org/10.33545/27076571.2023.v4.i1a.64","url":null,"abstract":"","PeriodicalId":175533,"journal":{"name":"International Journal of Computing and Artificial Intelligence","volume":"519 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116256711","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}