Interdisciplinary Description of Complex Systems最新文献_第3页

Managing Negative Emotions Caused by Self-Driving 管理由自驾引起的负面情绪

Interdisciplinary Description of Complex Systems Pub Date : 2023-01-01 DOI: 10.7906/indecs.21.4.4

Dalma Zilahy, Gyula Mester

引用次数: 0

A Comparative Performance Evaluation of Various Classification Models for Detection and Classification of Flying Insects 飞虫检测与分类的几种分类模型性能比较评价

IF 0.5

Interdisciplinary Description of Complex Systems Pub Date : 2023-01-01 DOI: 10.7906/indecs.21.1.5

Nithin Kumar, Nagarathna L. Vijay Kumar, Francesco Flammini

{"title":"A Comparative Performance Evaluation of Various Classification Models for Detection and Classification of Flying Insects","authors":"Nithin Kumar, Nagarathna L. Vijay Kumar, Francesco Flammini","doi":"10.7906/indecs.21.1.5","DOIUrl":"https://doi.org/10.7906/indecs.21.1.5","url":null,"abstract":"Agriculture has long been a part of Indian culture. It is known as the Indian economy’s backbone. Agriculture contributes to 17 % of the Indian GDP, but still, farmers confront several problems in growing their crops, one among them is insect pests. “Computational Entomology” is a branch of data mining that assists farmers in overcoming the challenges of damaging insect pests by utilizing appropriate sensors and methodologies for pest classification and application of the pesticides at the right time. The authors used various machine learning and deep learning algorithms to classify insects and examine the influence of classification performance on multiple classes of insects often found in Indian agricultural fields with varying numbers of data and classification models. The study found that proposed CNN based classification model performs better than other classification models in insect categorization, with a classification accuracy of 94,6 % . The research work done till now in the field of computational entomology deals with the insects grown in laboratory colonies or well-developed insects grown in the same geographic region and condition, but we have evaluated the performance of different classification models using random images available over the internet to select the well-suited classification model to classify flying insects . Applications with precise insect classification using machine learning and deep learning algorithms would have significant implications for entomological research. It is necessary to develop an automated insect classification techniques to provide a foundation for future research in the field of computational entomology","PeriodicalId":54126,"journal":{"name":"Interdisciplinary Description of Complex Systems","volume":"43 1","pages":""},"PeriodicalIF":0.5,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80837978","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

Inequality in E-Learning In European Union Countries: Role of Gender, Education and Urban Development 欧盟国家电子学习中的不平等:性别、教育和城市发展的作用

Interdisciplinary Description of Complex Systems Pub Date : 2023-01-01 DOI: 10.7906/indecs.21.5.2

Berislav Žmuk, Fayyaz Hussain Qureshi, Sarwar Khawaja

引用次数: 0

Hybrid Stem Intervention as New Post-Pandemic Approach to Motivate Students to Stem 混合Stem干预:大流行后激发学生Stem的新方法

IF 0.5

Interdisciplinary Description of Complex Systems Pub Date : 2023-01-01 DOI: 10.7906/indecs.21.3.6

Maja Dugandžić, Ksenija Božinović, S. Ceci, D. Majhen, D. Nestić, M. Košiček

{"title":"Hybrid Stem Intervention as New Post-Pandemic Approach to Motivate Students to Stem","authors":"Maja Dugandžić, Ksenija Božinović, S. Ceci, D. Majhen, D. Nestić, M. Košiček","doi":"10.7906/indecs.21.3.6","DOIUrl":"https://doi.org/10.7906/indecs.21.3.6","url":null,"abstract":"There has long been a struggle over how to increase student interest in careers in STEM and meet the labour market’s need for specialised knowledge and skills. The long-standing debate at the EU level about the role of formal, informal, and non-formal education in meeting these challenges has not yet reached a clear conclusion. In the last decade, there has been a significant increase in the number of STEM programmes offered by various non-governmental organisations in Croatia. These interventions are often localised and have limited social impact, but there is a strong willingness to create an environment for their greater inclusion in the formal education system, triggered by comprehensive curriculum reform in Croatia. Motivation, especially intrinsic motivation, is a crucial driving force in our lives. In our pilot study, conducted with 6 th grade elementary students, we aimed to explore the extent to which STEM interventions encourage students to learn more about the topic and whether it is possible to incorporate lessons learned from the pandemic into the design of future interventions. Our results show that there is no significant difference in student motivation after a 45-minute whole-class interactive intervention between face-to-face and virtual delivery. Although the intervention was entertaining, students perceived the science as interesting and useful rather than entertaining. Considering that students have positive attitudes toward Nature as a school subject, an early intervention with students at this age could be useful in maintaining their interest and preventing a decline in interest later in life. This finding is particularly important in the context of the transformation of the Croatian elementary school system into a “whole-day school”, which provides room for incorporating this type of intervention into a regular school system.","PeriodicalId":54126,"journal":{"name":"Interdisciplinary Description of Complex Systems","volume":"15 1","pages":""},"PeriodicalIF":0.5,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"88454913","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

Review of Dace-Kriging Metamodel Dace-Kriging元模型综述

IF 0.5

Interdisciplinary Description of Complex Systems Pub Date : 2023-01-01 DOI: 10.7906/indecs.21.3.8

M. Balaban

{"title":"Review of Dace-Kriging Metamodel","authors":"M. Balaban","doi":"10.7906/indecs.21.3.8","DOIUrl":"https://doi.org/10.7906/indecs.21.3.8","url":null,"abstract":"This paper presents a conceptual review of the kriging metamodel that is introduced for the design and analysis of computer experiments (DACE). Kriging is a statistical interpolation method to build an approximation model from a set of evaluations of the function at a finite set of points. The method originally developed for geostatistics, and it is now widely used in the domains of spatial data analysis and computer experiments analysis. The main difference between these domains the dimensionality of the problems. Geostatistics and spatial data are mainly deal with the coordinates. Computer experiments, simulation outputs and other engineering problems have multidimensional input variables. With this study, it is aimed to examine the limitations of the prediction performance of the DACE-kriging metamodel. The result of the study shows that the regression part of the DACE-kriging metamodel is the most important part to develop an approximation, and if there is a spatial relationship of the residuals, kriging part will also contribute to the improvement of the prediction performance. Otherwise, kriging will have no contribution to the DACE-kriging metamodel, and even worsen the prediction performance. If the regression part perfectly fit to the observations, the residual will have poor spatial relationship and the kriging part will be meaningless anymore.","PeriodicalId":54126,"journal":{"name":"Interdisciplinary Description of Complex Systems","volume":"343 ","pages":""},"PeriodicalIF":0.5,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"72429101","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

Collapsing the Complicated/Complex Distinction: It’s Complexity all the Way Down 消除复杂/复杂的区别:一直都是复杂的

IF 0.5

Interdisciplinary Description of Complex Systems Pub Date : 2023-01-01 DOI: 10.7906/indecs.21.1.1

R. van der Merwe

引用次数: 1

Cyber Security Analysis of Smart Buildings from a Cyber Security Architecture Point of View 基于网络安全架构的智能建筑网络安全分析

IF 0.5

Interdisciplinary Description of Complex Systems Pub Date : 2023-01-01 DOI: 10.7906/indecs.21.2.2

Barnabás Sándor, Zóltan Rajnai

引用次数: 0

Methodological and Health Reasons for Unsuccessful Biometric Identification 生物识别不成功的方法和健康原因

IF 0.5

Interdisciplinary Description of Complex Systems Pub Date : 2023-01-01 DOI: 10.7906/indecs.21.2.10

Andras Pallagi, Alíz Persely

引用次数: 0

The Role of Social Engineering in the Energy Balance of Systems 社会工程在系统能量平衡中的作用

IF 0.5

Interdisciplinary Description of Complex Systems Pub Date : 2023-01-01 DOI: 10.7906/indecs.21.2.5

Edina Albininé Budavári, Attila Albini, G. Mester

引用次数: 0

The Ninth Dimension of National Culture: Unpacking Cross-Cultural Communication Styles 民族文化的第九个维度:解构跨文化交际风格

Interdisciplinary Description of Complex Systems Pub Date : 2023-01-01 DOI: 10.7906/indecs.21.5.4

Marjan I. Bojadjiev, Marjana Vaneva, Ana Tomovska Misoska, Ivona Mileva, Marija Andonova

引用次数: 0