2021 International Conference on Computational Intelligence and Knowledge Economy (ICCIKE)最新文献_第4页

Plant Disease Prediction using Image Processing and Soft Computing Algorithms: A Review 基于图像处理和软计算算法的植物病害预测研究进展

2021 International Conference on Computational Intelligence and Knowledge Economy (ICCIKE) Pub Date : 2021-03-17 DOI: 10.1109/ICCIKE51210.2021.9410728

Prabhat kumar Srivastava, J. Shiney, Priestly B. Shan

引用次数: 0

Knowledge Discovery in Surveys using Machine Learning: A Case Study of Women in Entrepreneurship in UAE 机器学习在调查中的知识发现:阿联酋女性创业案例研究

2021 International Conference on Computational Intelligence and Knowledge Economy (ICCIKE) Pub Date : 2021-03-17 DOI: 10.1109/ICCIKE51210.2021.9410798

Syed Farhan Ahmad, Amrah Hermayen, G. Bhavani

引用次数: 0

An Augmented Deep Learning Inference Approach of Vehicle Headlight Recognition for On-Road Vehicle Detection and Counting 面向道路车辆检测与计数的增强深度学习推理前照灯识别方法

2021 International Conference on Computational Intelligence and Knowledge Economy (ICCIKE) Pub Date : 2021-03-17 DOI: 10.1109/ICCIKE51210.2021.9410776

Michael Angelo D. Ligayo, Michael T. Costa, Ryan R. Tejada, L. L. Lacatan, Christopher Franco Cunanan

{"title":"An Augmented Deep Learning Inference Approach of Vehicle Headlight Recognition for On-Road Vehicle Detection and Counting","authors":"Michael Angelo D. Ligayo, Michael T. Costa, Ryan R. Tejada, L. L. Lacatan, Christopher Franco Cunanan","doi":"10.1109/ICCIKE51210.2021.9410776","DOIUrl":"https://doi.org/10.1109/ICCIKE51210.2021.9410776","url":null,"abstract":"Vehicles have been a big part of many lives; from the time it is invented and as it increases popularity in the 20th century. Though they offer the benefit of convenience, they also have certain negative effects as they add to air pollution and global warming, as well as risks when they are not handled properly. In recent years, the number of vehicles on the road is rapidly increasing and it causes different major concerns. One of the major effects of this increasing volume of vehicles is the traffic congestion it caused on our roads especially in the urban areas. This traffic congestion became one of the major problems in many cities in the world including Metro Manila, Philippines. Many options are discussed and implemented by the traffic management but it seems that it is still unsolved. In recent years, traffic congestions became unpredictable, there are parts of the cities that don’t experience traffic congestion then suddenly traffic builds up to that area. Also, traffic congestion might happen every hour of the day. With this concern, the study proposed a system for vehicle headlight recognition for on-road vehicle detection and counting. This study focused on the detection of the headlight of every vehicle that will be seen on the perimeter of the installed camera. The system can detect headlight vehicles during daytime and nighttime as we trained the AI to recognized the headlights in these scenarios. Possible applications of this system can be in monitoring the volume of vehicles within the area and it can be used by traffic management authority in monitoring the build-up of traffic or traffic situation in an area so that they can provide an immediate solution, such as re-routing, one-way street conversions, etc.","PeriodicalId":254711,"journal":{"name":"2021 International Conference on Computational Intelligence and Knowledge Economy (ICCIKE)","volume":"3 2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-03-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122384198","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: 5

Infusion of Calligraphy in Modern World of Design 书法在现代设计世界中的渗透

2021 International Conference on Computational Intelligence and Knowledge Economy (ICCIKE) Pub Date : 2021-03-17 DOI: 10.1109/ICCIKE51210.2021.9410790

Ayesha Naeem, A. Chaudhry, Banafsha Rajput

{"title":"Infusion of Calligraphy in Modern World of Design","authors":"Ayesha Naeem, A. Chaudhry, Banafsha Rajput","doi":"10.1109/ICCIKE51210.2021.9410790","DOIUrl":"https://doi.org/10.1109/ICCIKE51210.2021.9410790","url":null,"abstract":"One of the main goals of the Arabic world since decades has been to search, bring and deliver new sources and forms of art in the field of interior design and architecture that could satisfy the recent increasing human demands. Today people strive to showcase their tradition and cultural heritage in the modern world. People of Arabic Peninsula are all about representing the beauty of their Islamic culture in unique contemporary ways that would astonish the world. Arabic calligraphy is one of such sources. The distinctive geometric shapes and forms of different character types and styles like Kufi, Naskh, Diwani, Thuluth etc., gives designers the opportunity to design and develop exquisite pieces of art in both interior design and architectural field. The design elements of modern interior design act as a guiding principle infusing this art form in design. Modern Arab interior and architectural designs are incredibly unique yet sophisticated and luxurious. The usage of calligraphy in design can prove to be a substantial method of portraying history and culture expressed through the character of letters to be used in furniture, columns, ceiling, architectural buildings etc. This paper shows how Arabic calligraphy is not limited to just traditional decorative purposes but can have much wider application at both macro and micro level in modern world of design. It is a great source of inspiration for designers attempting to integrate the art of calligraphy in design of modern furniture as well as architectural structures. The paper demonstrates how designers like Zaha Hadid, and many others borrowed this traditional art form, infused it with modern touch and took it to new heights of contemporary design through their modernized lenses and vision. The ravishing amalgam of calligraphy and design can give birth to some magnificent and timeless masterpieces in future.","PeriodicalId":254711,"journal":{"name":"2021 International Conference on Computational Intelligence and Knowledge Economy (ICCIKE)","volume":"1 4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-03-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129362970","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

Deep Inference Localization Approach of License Plate Recognition: A 2014 Series Philippine Vehicle License Plate 车牌识别的深度推理定位方法:2014系列菲律宾车牌

2021 International Conference on Computational Intelligence and Knowledge Economy (ICCIKE) Pub Date : 2021-03-17 DOI: 10.1109/ICCIKE51210.2021.9410799

Ryan Carreon Reyes, Elaine M. Cepe, Nenita D. Guerrero, Rovenson V. Sevilla, Dolores L. Montesines

{"title":"Deep Inference Localization Approach of License Plate Recognition: A 2014 Series Philippine Vehicle License Plate","authors":"Ryan Carreon Reyes, Elaine M. Cepe, Nenita D. Guerrero, Rovenson V. Sevilla, Dolores L. Montesines","doi":"10.1109/ICCIKE51210.2021.9410799","DOIUrl":"https://doi.org/10.1109/ICCIKE51210.2021.9410799","url":null,"abstract":"License plates are the most reliable and cost-effective approach used for automobile verification purposes. With the advancement of technology, a different application that is related to the vehicle license plate such as license plate recognition has emerged and became a major area of research due to its diverse applications in many areas such as toll collection, road and traffic management, and for law enforcement. In the Philippines, due to the multiple versions of license plates, introducing such a system has made it difficult. To be able to adapt to this kind of system, this study proposed a system that uses a deep learning approach for detection or recognition of license plates focusing on the 2014 license plate format that can be used for different applications and purposes. The study utilized a simple but effective algorithm that is capable of detecting license plates accurately by generating a 100% accuracy as it can detect all the license plates in the video frames with 40%-60% precision.","PeriodicalId":254711,"journal":{"name":"2021 International Conference on Computational Intelligence and Knowledge Economy (ICCIKE)","volume":"39 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-03-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114196948","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

Global Financial Crisis in 21st Century: A Brief Analysis of Stock Exchanges 21世纪全球金融危机:浅析证券交易所

2021 International Conference on Computational Intelligence and Knowledge Economy (ICCIKE) Pub Date : 2021-03-17 DOI: 10.1109/ICCIKE51210.2021.9410680

A. Kolte, Jewel Kumar Roy, Deepak Tulsiram Patil, Avinash Pawar, Pratik Sharma

{"title":"Global Financial Crisis in 21st Century: A Brief Analysis of Stock Exchanges","authors":"A. Kolte, Jewel Kumar Roy, Deepak Tulsiram Patil, Avinash Pawar, Pratik Sharma","doi":"10.1109/ICCIKE51210.2021.9410680","DOIUrl":"https://doi.org/10.1109/ICCIKE51210.2021.9410680","url":null,"abstract":"The objective of the study is to classify the historical financial crisis parameters to act as predictors for the beginning of the 21stcentury (data considered from January 2001 to April 2020), grasp the capital market dynamics of the financial system across the globe and the body of know-how. The change in the logarithmic gap in stock indexes determines daily stock market returns dependent on individual indices in the developed and emerging countries. Using regression estimation, the ADF root test was carried out. Descriptive statistical analysis, log return graphics, and lowest return on selected exchanges during the 21st century (data considered from January 2001 to April 2020). This paper identifies a general trend of boom and bust after analyzing the problem of contagion from the initial euphoria to the point of affliction. Based on historical experience, this paper describes the history of financial crises. It defines crisis concepts, banks, debt, currencies, and other types, such as depression and abrupt stoppages. During the 21st century (data considered from January 2001 to April 2020), the global financial sector has undergone unprecedented development and major systemic reform that contributed to financial market globalization. The limitations of the paper are time frame and limited exchanges taken into considerations. This paper analyses the macro factor of the crisis where the stock exchanges from developing and developing economies taken into consideration. Investors from around the world can identify the crisis period and consider their future investment patterns. The globalization of financial markets has accentuated the accelerated cross-border movement of money, and intensified the infectious effects of the financial crisis, with large impacts on domestic and foreign diffusion of financial policies.","PeriodicalId":254711,"journal":{"name":"2021 International Conference on Computational Intelligence and Knowledge Economy (ICCIKE)","volume":"57 2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-03-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123440362","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

Deep-Hand: A Deep Inference Vision Approach of Recognizing a Hand Sign Language using American Alphabet Deep-Hand:一种使用美国字母识别手语的深度推理视觉方法

2021 International Conference on Computational Intelligence and Knowledge Economy (ICCIKE) Pub Date : 2021-03-17 DOI: 10.1109/ICCIKE51210.2021.9410803

Helcy D. Alon, Michael Angelo D. Ligayo, Mark P. Melegrito, Christopher Franco Cunanan, Edgar E. Uy II

{"title":"Deep-Hand: A Deep Inference Vision Approach of Recognizing a Hand Sign Language using American Alphabet","authors":"Helcy D. Alon, Michael Angelo D. Ligayo, Mark P. Melegrito, Christopher Franco Cunanan, Edgar E. Uy II","doi":"10.1109/ICCIKE51210.2021.9410803","DOIUrl":"https://doi.org/10.1109/ICCIKE51210.2021.9410803","url":null,"abstract":"Sign-Language is to help people with hearing or speaking disabilities who are not able to communicate well with other people. Communicating with deaf people is a challenge for some speakers and people who do not know sign language. What the study proposed is to help people with such disabilities using the American Sign-Language with the corresponding hand gesture. Deaf individuals will be able to communicate or interact with other people conveniently. The study proposed hand gesture or hand sign language detection trained by using the YOLOv3 algorithm that aims to detect hand gestures or hand sign language that can recognize its equivalent letter alphabet. The study tools such as LabelImg for annotating the data set, categorizing each image of hand gestures based on their equivalent letter alphabet. In this study, Model 18 with 95.1804% training accuracy, 90.8242% validation accuracy, and mAP of 0.8275 is used for the final testing. As video with different hand gestures is presented, the results of every hand gesture detected range over 90%.","PeriodicalId":254711,"journal":{"name":"2021 International Conference on Computational Intelligence and Knowledge Economy (ICCIKE)","volume":"53 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-03-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123481320","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: 5

A Proposed Model for IT Project Success Factors 建议的IT项目成功因素模型

2021 International Conference on Computational Intelligence and Knowledge Economy (ICCIKE) Pub Date : 2021-03-17 DOI: 10.1109/ICCIKE51210.2021.9410710

H. Allam, Vishwesh Akre

引用次数: 0

An Implementation of Blockchain Technology in Forensic Evidence Management 区块链技术在法医证据管理中的应用

2021 International Conference on Computational Intelligence and Knowledge Economy (ICCIKE) Pub Date : 2021-03-17 DOI: 10.1109/ICCIKE51210.2021.9410791

Revathy Sathyaprakasan, Pratheeksha Govindan, Samina Alvi, L. Sadath, S. Philip, Nrashant Singh

{"title":"An Implementation of Blockchain Technology in Forensic Evidence Management","authors":"Revathy Sathyaprakasan, Pratheeksha Govindan, Samina Alvi, L. Sadath, S. Philip, Nrashant Singh","doi":"10.1109/ICCIKE51210.2021.9410791","DOIUrl":"https://doi.org/10.1109/ICCIKE51210.2021.9410791","url":null,"abstract":"Evidence management is crucial in the field of forensic science. Evidences obtained from a crime scene are important in solving the case and delivering justice to the parties involved. Hence, protecting these evidences from any form of alteration is of utmost important. Chain of Custody is the process which maintains the integrity of evidence. Inability to maintain the chain of custody will make the evidence inadmissible in court, eventually leading to the case dismissal. Digitalization of forensic evidence management system is a need of time as it is an environment friendly model. Blockchains are digitally distributed ledgers of transactions signed cryptographically in chronological order that are sorted into blocks and is completely open to anyone in the blockchain network. Hyperledger Fabric is a consortium blockchain framework created by the Linux foundation and is mainly used for enterprise use. Based on the concept of Hyperledger Fabric, present study aimed to create a framework and further propose an algorithm to implement Blockchain Technology to digitalize forensic evidence management system and maintain Chain of Custody.","PeriodicalId":254711,"journal":{"name":"2021 International Conference on Computational Intelligence and Knowledge Economy (ICCIKE)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-03-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130161336","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: 7

IoT Based Advanced Heat Stroke Alarm System 基于物联网的高级中暑报警系统

2021 International Conference on Computational Intelligence and Knowledge Economy (ICCIKE) Pub Date : 2021-03-17 DOI: 10.1109/ICCIKE51210.2021.9410726

Rachana Bhaskaran Venugopal, R. Dudhe

引用次数: 1