2019 International Conference on Advancements in Computing (ICAC)最新文献

Forecast Municipal Solid Waste Generation in Sri Lanka 斯里兰卡城市固体废物产量预测

2019 International Conference on Advancements in Computing (ICAC) Pub Date : 2019-12-01 DOI: 10.1109/ICAC49085.2019.9103421

D. Dissanayaka, S. Vasanthapriyan

{"title":"Forecast Municipal Solid Waste Generation in Sri Lanka","authors":"D. Dissanayaka, S. Vasanthapriyan","doi":"10.1109/ICAC49085.2019.9103421","DOIUrl":"https://doi.org/10.1109/ICAC49085.2019.9103421","url":null,"abstract":"Municipal Solid Waste Management (MSWM) is one of the primary tasks of metropolitan local authorities in developing countries. For efficient and effective waste management schemes and scheduling, accurate forecast of Municipal Solid Waste (MSW) generation is essential, due to the uncertainties and unavailability of sufficient MSW generation information and resources in developing countries. The objectives of this paper are to identify influential variables that affect the amount of MSW generation and to predict the future MSW in Sri Lanka by consuming linear, nonlinear models, and machine learning techniques and propose a model for forecast future MSW generation using influential variables. Socio-economic data and waste generation data are collected from the Department of Census and Statistics and the National Solid Waste Management Support Center. Data preparation is done with substitute missing values by average values. Pearson correlation and Principal Component Analysis is used to finding correlation among influential variables. Linear model, Non-linear model, and machine learning model are used to forecast municipal solid waste generation in Sri Lanka. Relatively Linear regression analysis, artificial neural network (ANN), and Random forest used as a linear model, Non-linear model, and machine learning model. Relatively Correlation coefficient of linear regression classification, random forest classification, and ANN are R2=0.6973, R2=0.9608, and R2=0.9923. Based on the correlation coefficient, ANN provides higher accurate results than linear regression and random forest models. Based on the analyzed result, proposed a model for forecast future MSW generation with four influential variables that are municipal solid waste generation, total population, GDP growth rate, and Crude birth rate.","PeriodicalId":239106,"journal":{"name":"2019 International Conference on Advancements in Computing (ICAC)","volume":"86 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124398844","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: 17

SmartOne: IoT-based Smart Platform to Manage Personal Water Usage SmartOne:基于物联网的个人用水管理智能平台

2019 International Conference on Advancements in Computing (ICAC) Pub Date : 2019-12-01 DOI: 10.1109/ICAC49085.2019.9103373

J. Vithanage, Rajitha de Silva, K. Karunaratne, Manoel Santos Da Silva, P. Bogoda, R. Kankanamge, P. Kehelella, K. Jayakody, J. Wijekoon

引用次数: 4

Film-it: Virtual Location Scout and Movie Production Planning Assistant for Film Industry in Sri Lanka Film-it:斯里兰卡电影业的虚拟外景侦察员和电影制作策划助理

2019 International Conference on Advancements in Computing (ICAC) Pub Date : 2019-12-01 DOI: 10.1109/ICAC49085.2019.9103415

Chathuni Wijesekera, Damith Kosgahakumbura, Jayan Alwis, Bhanuka Kaluarachchi, S. Thelijjagoda

{"title":"Film-it: Virtual Location Scout and Movie Production Planning Assistant for Film Industry in Sri Lanka","authors":"Chathuni Wijesekera, Damith Kosgahakumbura, Jayan Alwis, Bhanuka Kaluarachchi, S. Thelijjagoda","doi":"10.1109/ICAC49085.2019.9103415","DOIUrl":"https://doi.org/10.1109/ICAC49085.2019.9103415","url":null,"abstract":"The global multi-billion-dollar industry of film making is not that healthy in Sri Lanka. Film industry majors say that this happens because not enough local movies are made within the country by local artists. Therefore, there is no problem with the number of creative minds in the country. The reason for the lack of local movies made annually in the country is because it takes a lot of effort, time and money. And if the movie fails, millions get wasted. Movies mostly fail because they are not organized very well from the beginning. Everything starting from the script to the final tickets that are going to be sold needs to be planned during pre-production. If pre-production fails, production fails. If production fails, post-production fails. The success or the failure of a movie starts right at the beginning of the pre-production phase. This phase contains many processes that are very important to carry out the production phase. One of them is location scouting. Since film industry is mostly based on aesthetic pleasure of the people in the society, scenic beauty is a must when choosing locations for a movie. “Film-it” is an application that is capable of giving all kinds of assistance in location scouting and much more in movie planning. That is the reason it is called “The Virtual Location Scout and Movie Production Planning Assistant”. This application has already proved to be beneficial for Sri Lankan movie directors and producers to do months tasks in much less time which is a huge improvement in the industry that saves so much time and money. Major roles in the industry states that this application will take the Sri Lankan movie industry to a whole new level.","PeriodicalId":239106,"journal":{"name":"2019 International Conference on Advancements in Computing (ICAC)","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126858922","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

gCodex: A tool to analyze software repositories over time (Visualization) gCodex:一个随时间分析软件存储库的工具(可视化)

2019 International Conference on Advancements in Computing (ICAC) Pub Date : 2019-12-01 DOI: 10.1109/ICAC49085.2019.9103390

Shazna Nuzrath, N. Amarasinghe, K. Liyanage, Kushnara Suriyawansa, D. Madanayake, N. Kodagoda

引用次数: 1

Automated Smart Checkup Portal Network System to Check the Vision and Hearing of the Patients 自动智能检查门户网络系统，用于检查患者的视力和听力

2019 International Conference on Advancements in Computing (ICAC) Pub Date : 2019-12-01 DOI: 10.1109/ICAC49085.2019.9103427

A. Dias, J. Vithusha, L.A.M.T.J Liyadipita, P. Abeygunawardhana

引用次数: 0

Identification of the Best Teaching Practice by VAK Model in the Computer Degree Programme VAK模式在计算机学位课程中的最佳教学实践识别

2019 International Conference on Advancements in Computing (ICAC) Pub Date : 2019-12-01 DOI: 10.1109/ICAC49085.2019.9103343

M. Ariyaratne, F. Marikar

引用次数: 1

Secure Web Navigation with Intrusion Detection And Quota Management for SOHO and Small Scale Businesses 基于入侵检测和配额管理的安全Web导航，用于SOHO和小型企业

2019 International Conference on Advancements in Computing (ICAC) Pub Date : 2019-12-01 DOI: 10.1109/ICAC49085.2019.9103418

M. Perera, C.U. Hemapala, D.M.R. Udugahapattuwa, A. Senarathne, A.A.S.R. Amarathunga

{"title":"Secure Web Navigation with Intrusion Detection And Quota Management for SOHO and Small Scale Businesses","authors":"M. Perera, C.U. Hemapala, D.M.R. Udugahapattuwa, A. Senarathne, A.A.S.R. Amarathunga","doi":"10.1109/ICAC49085.2019.9103418","DOIUrl":"https://doi.org/10.1109/ICAC49085.2019.9103418","url":null,"abstract":"It's a modern day necessity and a trend to offer free and open web access to their customers and employees in small scale and Small Office Home Office (SOHO) business culture (restaurants, malls, coffee shops). Unfortunately, internet security and quota management are mostly overlooked which makes it an intruders' paradise. The existing solutions that incorporate machine learning based dynamic aspects, cannot be afforded by our target audience nor do they possess the extensive IT knowledge to configure and maintain them. To cater to this gap, this research proposes the network management device ‘Dynamic Defender’, targeted for small scale and SOHO type businesses which focuses on affordability and user-friendliness as key factors while incorporating cutting edge machine learning technologies. The Dynamic Defender's Intrusion Detection Engine is comprised of 99.13% accuracy with its base run on Artificial Neural Networks. URL Classification Engine produced high accuracy on all 3 machine learning algorithms which were used. Specifically, Random Forest with 92.94% precision, Artificial Neural Networks with 90.33% precision and Logistic Regression with 91.41% precision. The Dynamic Bandwidth Management System consisted of an 89% accuracy level on the hybrid module of Linear Regression and Decision Trees while the Quota Management System (QMS) provided an accuracy level of 82% in K-Nearest Neighbors and 89% on Decision Tree algorithm.","PeriodicalId":239106,"journal":{"name":"2019 International Conference on Advancements in Computing (ICAC)","volume":"95 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127960005","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

Design and Implementation of an Autonomous Indoor Surveillance Robot based on Raspberry Pi 基于树莓派的自主室内监控机器人的设计与实现

2019 International Conference on Advancements in Computing (ICAC) Pub Date : 2019-12-01 DOI: 10.1109/ICAC49085.2019.9103399

Tharindu Dharmasena, P. Abeygunawardhana

引用次数: 4

Smart Wheelchair to Facilitate Disabled Individuals 为残疾人士提供方便的智能轮椅

2019 International Conference on Advancements in Computing (ICAC) Pub Date : 2019-12-01 DOI: 10.1109/ICAC49085.2019.9103409

A. Jayakody, Asiri Nawarathna, I. Wijesinghe, S.K. Liyanage, Janith Dissanayake

引用次数: 9

VAULT - A Shared Distributed And Redundant Storage Solution VAULT—一个共享的分布式冗余存储解决方案

2019 International Conference on Advancements in Computing (ICAC) Pub Date : 2019-12-01 DOI: 10.1109/ICAC49085.2019.9103371

T.R.N.R. Peiris, W. Bandara, K.V.A. Sachintha, A. Senarathne, B.A. Ganegoda

引用次数: 0