International Journal of Adaptive and Innovative Systems最新文献

Intelligent system for women's safety using data science 使用数据科学的女性安全智能系统

International Journal of Adaptive and Innovative Systems Pub Date : 2021-09-22 DOI: 10.1504/ijais.2021.10041417

P. Kohli, Kawaljeet Singh

引用次数: 0

AT-Cascade R-CNN: a novel attention-based cascade R-CNN model for ovarian cancer lesion identification AT-Cascade R-CNN:一种新的基于注意力的卵巢癌病变识别级联R-CNN模型

International Journal of Adaptive and Innovative Systems Pub Date : 2021-09-22 DOI: 10.1504/ijais.2021.10041439

Shudong Wang, Lisheng Wang, Lei Wang, Zhiyong Yu, Xiumin Zhao, Xun Wang

引用次数: 3

Adaptive spam filtering system using complement Naïve Bayes model 采用补体Naïve贝叶斯模型的自适应垃圾邮件过滤系统

International Journal of Adaptive and Innovative Systems Pub Date : 2021-09-22 DOI: 10.1504/ijais.2021.10041393

M. Adegoke, O. Abass

引用次数: 0

Predicting the net asset value of mutual fund: an extended literature review 共同基金净资产价值预测:扩展文献综述

International Journal of Adaptive and Innovative Systems Pub Date : 2021-09-22 DOI: 10.1504/ijais.2021.10041402

Shikha Singla, Gaurav Gupta

引用次数: 0

Prediction of sea surface height based on recurrent neural network 基于递归神经网络的海面高度预测

International Journal of Adaptive and Innovative Systems Pub Date : 2021-09-22 DOI: 10.1504/ijais.2021.10041418

Ying Li, Yong Li, Danya Xu, Jiang Jingyu

引用次数: 1

An improved convolutional neural network based on centre loss for facial expression recognition 基于中心损失的改进卷积神经网络面部表情识别

International Journal of Adaptive and Innovative Systems Pub Date : 2021-09-22 DOI: 10.1504/ijais.2021.117903

Fangfei Zu, Changjun Zhou, Xiao Wang

引用次数: 0

An edge-driven 3D region growing approach for upper airways morphology and volume evaluation in patients with Pierre Robin sequence 一种边缘驱动的三维区域生长方法用于Pierre Robin序列患者的上气道形态和体积评估

International Journal of Adaptive and Innovative Systems Pub Date : 2016-01-29 DOI: 10.1504/ijais.2015.074406

C. Militello, S. Vitabile, L. Rundo, C. Gagliardo, S. Salerno

{"title":"An edge-driven 3D region growing approach for upper airways morphology and volume evaluation in patients with Pierre Robin sequence","authors":"C. Militello, S. Vitabile, L. Rundo, C. Gagliardo, S. Salerno","doi":"10.1504/ijais.2015.074406","DOIUrl":"https://doi.org/10.1504/ijais.2015.074406","url":null,"abstract":"Pierre Robin sequence (PRS) is a pathological condition responsible for a sequence of clinical events, such as breathing and feeding difficulties, that must be addressed to give the patient at least a chance to survive. By using medical imaging techniques, in a non-intrusive way, the surgeon has the opportunity to obtain 3D views, reconstruction of the regions of interest (ROIs), useful to increase understanding of the PRS patient's condition. In this paper, a semi-automatic approach for segmentation of the upper airways is proposed. The implemented approach uses an edge-driven 3D region-growing algorithm to segment ROIs and 3D volume-rendering technique to reconstruct the 3D model of the upper airways. This method can be used to integrate information inside a medical decision support system, making it possible to enhance medical evaluation. The effectiveness of the proposed segmentation approach was evaluated using Jaccard (92.1733%) and Dice (94.6441%) similarity indices and specificity (96.8895%) and sensitivity (97.6682%) rates. The proposed method achieved an average computation time reduced by a 16x factor with respect to manual segmentation.","PeriodicalId":383612,"journal":{"name":"International Journal of Adaptive and Innovative Systems","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-01-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127725159","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: 3

Self-adaptive agent-based tutoring system 基于自适应主体的辅导系统

International Journal of Adaptive and Innovative Systems Pub Date : 2016-01-29 DOI: 10.1504/IJAIS.2015.074398

R. Gowri, S. Kanmani

引用次数: 2

A knowledge-based consultancy system using ICT Newhouse indicators with reasoning techniques for consultants in e-learning 一个基于知识的咨询系统，使用ICT Newhouse指标和推理技术为电子学习顾问

International Journal of Adaptive and Innovative Systems Pub Date : 2016-01-29 DOI: 10.1504/ijais.2015.074410

H. Pham, Philip T. Moore, Loc Nguyen Thi My

{"title":"A knowledge-based consultancy system using ICT Newhouse indicators with reasoning techniques for consultants in e-learning","authors":"H. Pham, Philip T. Moore, Loc Nguyen Thi My","doi":"10.1504/ijais.2015.074410","DOIUrl":"https://doi.org/10.1504/ijais.2015.074410","url":null,"abstract":"In e-learning evaluation plays an important role in learning management systems. In this article we present a knowledge-based consultancy system designed to enable novel methods for web-based training with advanced features. This study aims to develop a new approach using ICT Newhouse indicators with reasoning techniques capable of handling both explicit and tacit knowledge using a fuzzy rule-based approach in which linguistic (semantic) terms are used to express rules and preferences. The fuzzy rules are implemented using forward and backward chaining techniques. Evaluation of our proposed approach has utilised testing using 12 courses at Hanoi University of Science and Technology with experts feedback using the three reasoning rule levels in the knowledge base to realise precise definition(s) of performance and quality of outcomes. Experimental results derived in the third layer demonstrate that the proposed approach achieved is the highest being in the range of 84% to 90% compared to expert's responses in respect of the correct answers, combined events, and results of other rules in the knowledge base. As compared to alternative conventional approaches which use forward and backward chaining, the performance of the proposed approach shows improvements measured by responses in real-time when applied to the web-based training with automated reasoning dialogue consultants.","PeriodicalId":383612,"journal":{"name":"International Journal of Adaptive and Innovative Systems","volume":"35 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-01-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131732515","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: 1

FlightQM: a multi-agent system for the analysis of flight qualities FlightQM:用于分析飞行质量的多智能体系统

International Journal of Adaptive and Innovative Systems Pub Date : 2015-10-05 DOI: 10.1504/ijais.2015.072146

Teodor-Florin Fortiş, A. Fortis, S. Balint

{"title":"FlightQM: a multi-agent system for the analysis of flight qualities","authors":"Teodor-Florin Fortiş, A. Fortis, S. Balint","doi":"10.1504/ijais.2015.072146","DOIUrl":"https://doi.org/10.1504/ijais.2015.072146","url":null,"abstract":"The central objective of this paper is to describe the multi-actor system that was developed in order to support advances in flying quality research applied for unmanned aerial vehicles (UAVs). Different mathematical models were considered for conducting researches regarding the longitudinal flight with constant forward velocity, applicable for unmanned aerial vehicles. In the context of these models there is a high interest for numerical investigation related to the effect of neglecting nonlinearities as concerns the accuracy of the flying qualities prediction for different particular movements of the unattended flying vehicle around its centre of mass. Particularly, when the automatic flight control system fails, at any stage of the flight, it may lead to the occurrence of oscillatory movements, which may drastically affect the integrity of the aircraft, especially in the landing phase. Given the large amount of computational effort that could be required by the different numerical investigations, an agile and scalable solution, adaptable to different variations of the mathematical models, is required. The multi-actor solution presented in this paper was developed in relation with a set of initial execution scenarios, described for various flight conditions.","PeriodicalId":383612,"journal":{"name":"International Journal of Adaptive and Innovative Systems","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-10-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114950414","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