2023 3rd International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET)最新文献_第9页

A Hybrid technique based on Zadoff-chu and Simplified Selective Mapping for PAPR Reduction in GFDM System 基于Zadoff-chu和简化选择映射的GFDM系统PAPR降低混合技术

2023 3rd International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET) Pub Date : 2023-05-18 DOI: 10.1109/IRASET57153.2023.10152931

Karim Bouslam, Asma Khabba, Fatim-Zahra Bennioui, Jamal Amadid, R. Iqdour, A. Zeroual

引用次数: 0

Assessing the Performance of Deep Learning Models for Colon Polyp Classification using Computed Tomography Scans 使用计算机断层扫描评估结肠息肉分类的深度学习模型的性能

2023 3rd International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET) Pub Date : 2023-05-18 DOI: 10.1109/IRASET57153.2023.10152889

Khadija Hicham, Sara Laghmati, S. Hamida, Asmae El Ghazi, A. Tmiri, B. Cherradi

{"title":"Assessing the Performance of Deep Learning Models for Colon Polyp Classification using Computed Tomography Scans","authors":"Khadija Hicham, Sara Laghmati, S. Hamida, Asmae El Ghazi, A. Tmiri, B. Cherradi","doi":"10.1109/IRASET57153.2023.10152889","DOIUrl":"https://doi.org/10.1109/IRASET57153.2023.10152889","url":null,"abstract":"the diagnosis of Colorectal and Rectum Cancer (CRC) is a global concern as it is the third most commonly diagnosed cancer. Early detection and treatment of polyps can prevent the development of colon cancer. To assist with this, Computed Tomography (CT) scans are used to produce three-dimensional images of the interior of the colon. Deep Learning techniques, such as Convolutional Neural Networks (CNNs), have the potential to provide valuable support to radiologists in the early detection of colon polyps. In this study, we developed and trained three Deep Learning models, VGG16, VGG19, and 3DCNN15, from scratch to classify CT scans based on the presence or absence of colon polyps. The dataset used for this study was a CT colonography dataset, which consisted of 3D images of the colon's interior. The proposed system was evaluated using a confusion matrix and four evaluation metrics: accuracy, precision, recall, and F1 score. Our findings suggest that while the models can assist radiologists in classifying polyps in 3D scans with an accuracy of 76.7%, there is room for improvement.","PeriodicalId":228989,"journal":{"name":"2023 3rd International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131286712","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: 2

The use of NDVI to improve cereals agriculture: A review 利用NDVI改善谷物农业:综述

2023 3rd International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET) Pub Date : 2023-05-18 DOI: 10.1109/IRASET57153.2023.10153054

Sara Bouskour, L. Bahatti, Mohamed Hicham Zaggaf

{"title":"The use of NDVI to improve cereals agriculture: A review","authors":"Sara Bouskour, L. Bahatti, Mohamed Hicham Zaggaf","doi":"10.1109/IRASET57153.2023.10153054","DOIUrl":"https://doi.org/10.1109/IRASET57153.2023.10153054","url":null,"abstract":"In recent years, agriculture has moved to another level of evolution to cope with climate change as well as rapidly increasing population growth and food security issues, while integrating smart and advanced technologies with traditional agricultural approaches and this is called precision agriculture. Precision agriculture explores data from an Internet of Things (IoT) platform, satellites, or Unmanned Aerial System (UAS) to make the right decisions at the right time to optimize yields and reduce the environmental footprint. More recently, remote sensing has undergone a remarkable evolution, especially with the miniaturization of electronic components; this acquisition of information occurs by measuring the electromagnetic spectrum in the visible and invisible to the eye. For the analysis of remote sensing measurements, the Normalized Difference Vegetation Index (NDVI) is the most commonly used index to assess the vegetation of the observed target. It is calculated from red and near-infrared reflectance. This study presents a systematic review of works using NDVI to contribute to precision agriculture.","PeriodicalId":228989,"journal":{"name":"2023 3rd International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET)","volume":"207 S638","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"113972612","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

Conceptualization and Configuration of a Generic SCM 4.0 Business Process Model Using BPMN Based on SCOR 基于SCOR的通用SCM 4.0业务流程模型的BPMN概念化与配置

2023 3rd International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET) Pub Date : 2023-05-18 DOI: 10.1109/IRASET57153.2023.10152964

Loubna Terrada, Mohamed El Khaili, Bensalem Elasri, H. Ouajji, A. Zamma

{"title":"Conceptualization and Configuration of a Generic SCM 4.0 Business Process Model Using BPMN Based on SCOR","authors":"Loubna Terrada, Mohamed El Khaili, Bensalem Elasri, H. Ouajji, A. Zamma","doi":"10.1109/IRASET57153.2023.10152964","DOIUrl":"https://doi.org/10.1109/IRASET57153.2023.10152964","url":null,"abstract":"Systems modeling is a crucial step that comes before performance evaluation. Moreover, it allows us to better understand the company's flows, either to help in decision-making or to improve its Manufacturing Planning. In the context of Supply Chain Management 4.0 (SCM 4.0), we have chosen modeling tools that allow us to describe the main processes of the Supply Chain (SC), in order to define the needs in terms of performance evaluation, taking into account the static and dynamic specificities linked to the uncertainty of the environment and the digitalization. In fact, the static model describes structural characteristics whereas the dynamic model describes dynamic behavior. The modeling improvement process requires static and dynamic sub-models developed from identical concepts and whose coherence is ensured by interactions between the two models. In our research work, we propose a Business Process Model and Notation (BPMN) used to convert the natural language of SC processes into process diagrams with graphical elements. We use tasks and sub-processes are used to depict basic SC plans and functions. Sequence flows to connect activities and present the transitions and path of tasks and plans. We also use Gateways to control the convergence and divergence of paths in SC process diagrams. Message flows display information flows and material flows between SC entities as needed. Thus, we develop a static and dynamic model that represents the SC using a generic modeling approach based on Supply Chain Operations Reference (SCOR) and BPMN.","PeriodicalId":228989,"journal":{"name":"2023 3rd International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET)","volume":"57 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114888599","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

DFT investigation on the electronic and optical properties of Br-doped CH3NH3SnI3 perovskite 掺溴CH3NH3SnI3钙钛矿电子和光学性质的DFT研究

2023 3rd International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET) Pub Date : 2023-05-18 DOI: 10.1109/IRASET57153.2023.10153066

Abdelmounaim Laassouli, O. Bajjou, Youssef Lachtioui, Abdelhafid Najim, Lhouceine Moulaoui, K. Rahmani

{"title":"DFT investigation on the electronic and optical properties of Br-doped CH3NH3SnI3 perovskite","authors":"Abdelmounaim Laassouli, O. Bajjou, Youssef Lachtioui, Abdelhafid Najim, Lhouceine Moulaoui, K. Rahmani","doi":"10.1109/IRASET57153.2023.10153066","DOIUrl":"https://doi.org/10.1109/IRASET57153.2023.10153066","url":null,"abstract":"The growing need for solar energy is driving research to develop new materials for photovoltaic cells. The material CH3NH3SnI3, commonly known as perovskite, exhibits intriguing properties that make it a promising candidate for various optoelectronic applications. Through the application of density functional theory (DFT), we have investigated the electronic and optical characteristics of pure and bromine-doped CH3NH3SnI3 perovskite in our research article. The evaluation of various physical properties, such as band structures, the total density of states (TDOS), absorption coefficient, extinction coefficient, and refractive index, was carried out utilizing the Cambridge Serial Total Energy Package CASTEP code, as a computational tool. The band gap analysis shows that both CH3NH3SnI3 pure and doped with bromine (Br) are semiconductors. The calculated absorption coefficient of CH3NH3SnI3 pure indicates its absorption peak at 340.53 nm. It can be concluded that the CH3NH3SnI3 system is useful for converting solar radiations into electricity and making it suitable for use as an absorber of visible light. The obtained results demonstrate a noteworthy congruence with previous experimental studies focused on the optoelectronic characteristics of the CH3NH3SnI3 material.","PeriodicalId":228989,"journal":{"name":"2023 3rd International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET)","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125544078","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

Assistive Control System of Appliances through Gaze Point Eye Tracker with Integrated Graphical User Interface for Bedridden Person 基于注视点眼动仪集成图形用户界面的卧床病人电器辅助控制系统

2023 3rd International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET) Pub Date : 2023-05-18 DOI: 10.1109/IRASET57153.2023.10153060

Chrizian EG T. Ballenas, Andrew Jefferson G. Candare, G. Magwili

{"title":"Assistive Control System of Appliances through Gaze Point Eye Tracker with Integrated Graphical User Interface for Bedridden Person","authors":"Chrizian EG T. Ballenas, Andrew Jefferson G. Candare, G. Magwili","doi":"10.1109/IRASET57153.2023.10153060","DOIUrl":"https://doi.org/10.1109/IRASET57153.2023.10153060","url":null,"abstract":"Persons with Disabilities (PWD), specifically, the bedridden person incapable of controlling certain appliances or devices to continue with their daily life which they struggle with. The need for assistive technology arises nowadays, for which artificial intelligence has become valuable and prominent. The implementation of different pattern recognition algorithms is applied to various applications. This paper discusses using the Tobii Eye tracker algorithm to control the appliances with an Arduino with an infrared emitter and relays. In this paper, the measurement of the system response time as a variable leads the parameter of such different calculations. The sample of data was collected at varying head angles of inclination with also varying distances relative to the monitor. The P-values gathered were 0.11947, 0.287368, and 0.120036 at distances of 30 cm, 40cm, and 60 cm, respectively. From the data, it is found that at a level of significance of 0.05, which indicates the system is accurate, leading to not rejecting the null hypothesis that there is a variance in the mean of samples.","PeriodicalId":228989,"journal":{"name":"2023 3rd International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET)","volume":"251 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128708633","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

Building Intelligent Chatbots: Tools, Technologies, and Approaches 构建智能聊天机器人:工具、技术和方法

2023 3rd International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET) Pub Date : 2023-05-18 DOI: 10.1109/IRASET57153.2023.10153005

H. E. Alaoui, Zakaria El Aouene, V. Cavalli-Sforza

{"title":"Building Intelligent Chatbots: Tools, Technologies, and Approaches","authors":"H. E. Alaoui, Zakaria El Aouene, V. Cavalli-Sforza","doi":"10.1109/IRASET57153.2023.10153005","DOIUrl":"https://doi.org/10.1109/IRASET57153.2023.10153005","url":null,"abstract":"This paper aims to provide acomprehensive overview of the approaches and technologies used in buildingchatbots, including declarative and open-domain chatbots, and to serve as auseful resource for researchers and practitioners working in this field. We reviewpipeline methods, which involve the use of various techniques to process,understand, and generate natural language utterances, and end-to-end methods,which involve training a single neural network to handle all aspects of theconversation. We also examine neural generative models, which use machinelearning techniques to generate responses based on input data, andretrieval-based methods, which use pre-defined responses and match them to userinput. Furthermore, we review the various technologies used in buildingchatbots, including natural language processing (NLP) libraries, frameworks,non-cloud-based platforms, and cloud-based platforms. We provide a comparisonof the strengths and limitations of these approaches and technologies anddiscuss the potential future directions for research in this field.","PeriodicalId":228989,"journal":{"name":"2023 3rd International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124396165","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

Predictive maintenance project implementation based on data-driven & data mining 基于数据驱动和数据挖掘的预测性维护项目实施

2023 3rd International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET) Pub Date : 2023-05-18 DOI: 10.1109/IRASET57153.2023.10152915

Zineb Znaidi, Moulay El houssine Ech-Chhibat, Azeddine Khiat, Laila Ait El Maalem

{"title":"Predictive maintenance project implementation based on data-driven & data mining","authors":"Zineb Znaidi, Moulay El houssine Ech-Chhibat, Azeddine Khiat, Laila Ait El Maalem","doi":"10.1109/IRASET57153.2023.10152915","DOIUrl":"https://doi.org/10.1109/IRASET57153.2023.10152915","url":null,"abstract":"Today's global economy is experiencing a sharper slowdown than ever before. With a higher risk of deterioration or disappearance of manufacturing companies than usual. As a result, manufacturers must face this situation by adopting strong strategies, including equipment management and cost optimization in connection. This is why predictive maintenance is an important pillar in achieving these objectives. Except that predictive maintenance requires a budget and time for the proper implementation, such investment can only be accepted by investors if it is sure that the expected results will contribute effectively to the reduction of maintenance costs. To do this, it is necessary to assess the risks that could impact this project's success, mainly the data reliability and the machine learning model performance. The aptitude to predict the need for maintenance of a system in a perfect way at a specific time is one of the main challenges in this scope. This paper proposes a methodology for data management in the case of predictive maintenance project implementation. It starts by introducing the project study phase for cost & benefit evaluation based on data-driven. Then it presents the predictive concept based on data mining & machine learning tools for optimal model building, as well for the project performance follow up a monitoring approach is proposed based on the continuous improvement concept.","PeriodicalId":228989,"journal":{"name":"2023 3rd International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET)","volume":"74 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127148567","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

Thermomechanical Study of a Disc Brake 盘式制动器的热力学研究

2023 3rd International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET) Pub Date : 2023-05-18 DOI: 10.1109/IRASET57153.2023.10152984

M. Maniana, Mohammed Chaqouri, Said Benkachcha, Abedelali Tajamouati

引用次数: 0

A Forecast of Pumped Fuel Prices in Morocco Using ARIMAModel 基于arimmodel的摩洛哥泵送燃料价格预测

2023 3rd International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET) Pub Date : 2023-05-18 DOI: 10.1109/IRASET57153.2023.10152952

Abdelaalim Mabrouki, Hamza El Hafdaoui, A. Khallaayoun

{"title":"A Forecast of Pumped Fuel Prices in Morocco Using ARIMAModel","authors":"Abdelaalim Mabrouki, Hamza El Hafdaoui, A. Khallaayoun","doi":"10.1109/IRASET57153.2023.10152952","DOIUrl":"https://doi.org/10.1109/IRASET57153.2023.10152952","url":null,"abstract":"Russia's invasion of Ukraine has caused a rise in global oil prices. In 2022, the cost of pumping diesel and gasoline—the two fuels most commonly used to power automotive engines—rose to all-time highs, particularly for importers like Morocco, which is dependent on Russian energy supply. As a result, Morocco's inflation rate increased to 8.25% as people worried about whether or not oil prices would continue to soar. In order to provide an answer, this paper uses autoregressive integrated moving average (ARIMA) to forecast diesel and gasoline prices for the next eight years based on average yearly price values from 1991 to 2022. A MATLAB script is developed to compare the available models; the one with the lowest mean absolute percentage error (MAPE) will be the best for making predictions. Based on the results, the ARIMA models with parameters (3, 1, 2) and (4, 1, 0) are suggested for predicting annual diesel and gasoline prices. Diesel prices look like they'll be staying within a narrow range of $1.1 and $1.45 until 2030. However, gasoline prices are expected to increase and reach a peak of $1.56 per liter in 2030.","PeriodicalId":228989,"journal":{"name":"2023 3rd International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET)","volume":"150 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134331025","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