Compiler construction : ... International Conference, CC ... : proceedings. CC (Conference)最新文献_第2页

Analysis of Deep Learning Approach Based on Convolution Neural Network (CNN) for Classification of Web Page Title and Description Text 基于卷积神经网络(CNN)的网页标题和描述文本分类深度学习方法分析

Compiler construction : ... International Conference, CC ... : proceedings. CC (Conference) Pub Date : 2022-12-31 DOI: 10.28989/compiler.v11i2.1327

A. Murdiyanto, Muhammad Habibi

{"title":"Analysis of Deep Learning Approach Based on Convolution Neural Network (CNN) for Classification of Web Page Title and Description Text","authors":"A. Murdiyanto, Muhammad Habibi","doi":"10.28989/compiler.v11i2.1327","DOIUrl":"https://doi.org/10.28989/compiler.v11i2.1327","url":null,"abstract":"The volume of digital documents available online is growing exponentially due to the increasing use of the internet. Categorization of information obtained online is needed to make it easier for recipients of information to determine and filter which information is needed. Classification of web pages can be based on titles and descriptions, which are text data that can be done by utilizing deep learning technology for text classification. This study aimed to conduct data training and analysis experiments to determine the accuracy of the proposed deep learning architecture in classifying web page titles and descriptions. In this research, we proposed a Convolution Neural Network (CNN) architecture that generates few parameters. The training and evaluation set was conducted on the web page dataset provided by DMOZ. As a result, the proposed CNN architecture with the number of N (Dropout + 1D Convolution + ReLU activation) equal to 1 achieves the best validation accuracy. It achieves 79.51% with only generates 825,061 parameters. The proposed CNN architecture achieved outperformed performance on the accuracy of the five other technologies in the state-of-the-art.","PeriodicalId":93739,"journal":{"name":"Compiler construction : ... International Conference, CC ... : proceedings. CC (Conference)","volume":"27 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-12-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"90500855","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

FEASIBILITY STUDY OF WEB-BASED ACADEMIC INFORMATION SYSTEMS AT BHAKTI SEMESTA SALATIGA POLYTECHNIC USING THE FEASIBILITY METHOD OF TELOS 利用telos可行性方法研究bakhakti semesta salatiga理工学院基于网络的学术信息系统的可行性

Compiler construction : ... International Conference, CC ... : proceedings. CC (Conference) Pub Date : 2022-12-31 DOI: 10.28989/compiler.v11i2.1257

Danis Putra Perdana, Puspa Ira Dewi Candra Wulan, Rofiq Fauzi

引用次数: 0

Simulasi Kestabilan Statik Pesawat PUNA Menggunakan Perangkat Lunak XFLR5 PUNA的飞机稳定性模拟使用XFLR5软件

Compiler construction : ... International Conference, CC ... : proceedings. CC (Conference) Pub Date : 2022-12-31 DOI: 10.28989/compiler.v11i2.1364

Bangga Dirgantara Adiputra, Agus Rohmanto

引用次数: 0

Classification of Twitter User Sentiments Against Government Policies in Overcoming Covid-19 in Indonesia 推特用户对印尼政府应对新冠肺炎政策的情绪分类

Compiler construction : ... International Conference, CC ... : proceedings. CC (Conference) Pub Date : 2022-12-31 DOI: 10.28989/compiler.v11i2.1286

Hermawan Arief Putranto, T. Rizaldi, W. Dewanto, Rokhimatus Zahro

引用次数: 0

Design of automatic aircraft parking system module visually guidance display using ESP32 Microcontroller as practical media 以ESP32单片机为实用介质设计飞机自动泊位系统模块视觉引导显示

Compiler construction : ... International Conference, CC ... : proceedings. CC (Conference) Pub Date : 2022-06-30 DOI: 10.28989/compiler.v11i1.1231

Nurwijayanti Kusumaningrum, Y. Setiawan

引用次数: 0

Implementation of independent leg muscle training aids using Wemos D1 mini 使用Wemos D1 mini实现独立腿部肌肉训练辅助

Compiler construction : ... International Conference, CC ... : proceedings. CC (Conference) Pub Date : 2022-06-30 DOI: 10.28989/compiler.v11i1.1253

Agus Hariyanto, Bekti Maryuni Susanto

{"title":"Implementation of independent leg muscle training aids using Wemos D1 mini","authors":"Agus Hariyanto, Bekti Maryuni Susanto","doi":"10.28989/compiler.v11i1.1253","DOIUrl":"https://doi.org/10.28989/compiler.v11i1.1253","url":null,"abstract":"Badminton is a game that uses a shuttlecock as a tool which is played by hitting it with a racket. One form of exercise that is most often applied in training leg muscle strength is shadow training. This exercise aims to simulate athletes to do footwork properly and correctly. Shadow training is an exercise to train leg muscle strength and leg agility. Usually athletes when training leg muscles and leg agility use shadow exercises manually, namely by moving the shuttlecock or cone from one side to the other with instructions from the trainer. client and server applications. The connection between the client application and the server application uses a wifi network. The server application can control the light on the client application. There were tests by players on the badminton court which were carried out as many as 20 trials with a time of 30 seconds for each trial; the results obtained with the sequential method obtained an average of 5.84 muscle exercises, with the random method obtained an average of 5.9 times muscle training, with the method determined by the system the average time was 30.12 seconds.","PeriodicalId":93739,"journal":{"name":"Compiler construction : ... International Conference, CC ... : proceedings. CC (Conference)","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-06-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78417352","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

Performance analysis and development of OPD interconnection network using NDLC method in Boven Digoel diskominfo papua province 巴布亚省Boven Digoel diskominfo采用NDLC方法的OPD互联网络性能分析与开发

Compiler construction : ... International Conference, CC ... : proceedings. CC (Conference) Pub Date : 2022-06-30 DOI: 10.28989/compiler.v11i1.1202

Puspa Ira Dewi Candra Wulan, Danis Putra Perdana, A. Kurniawan

引用次数: 0

Information system to determine study programs for prospective students based on Android 信息系统，以确定学习计划，为未来的学生基于Android

Compiler construction : ... International Conference, CC ... : proceedings. CC (Conference) Pub Date : 2022-06-30 DOI: 10.28989/compiler.v11i1.1211

Murti Retnowo, Ikrimach -

{"title":"Information system to determine study programs for prospective students based on Android","authors":"Murti Retnowo, Ikrimach -","doi":"10.28989/compiler.v11i1.1211","DOIUrl":"https://doi.org/10.28989/compiler.v11i1.1211","url":null,"abstract":"The development of information technology, especially the technology that exists on smartphones is very large, so many people have smartphones, with the existing smartphones at this time it can be used for various things, one of which is the determination of study programs for prospective new students. The selection of study programs that are permanent and in accordance with their abilities is one way for students to be able to complete their studies at universities. Many students are confused and careless in choosing a study program. There are also those who choose a study program only to go along with their friends so that during the lecture process there are many obstacles to achieve a bachelor's degree, even having to take education until the end of the study period. Multi Criteria Decision Making is one of the ways that can be used to help prospective students based on their own abilities, especially since the program is made specifically for Android-based Smartphones. Thus, prospective students can try to choose the best based on the values that match the criteria determined by the desired study program without being embarrassed to know whether to be accepted in the chosen study program or not. The use of the Android platform is because almost everyone now has an Android-based smartphone so that applications can be downloaded for free on the Play Store.","PeriodicalId":93739,"journal":{"name":"Compiler construction : ... International Conference, CC ... : proceedings. CC (Conference)","volume":"10 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-06-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89525503","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

Application development to measure PKP-PK readiness in aviation operations 应用程序开发，以衡量PKP-PK准备在航空操作

Compiler construction : ... International Conference, CC ... : proceedings. CC (Conference) Pub Date : 2022-06-30 DOI: 10.28989/compiler.v11i1.1254

S. Mulyani, Rianto Rianto

引用次数: 0

Training of Deep Learning Pipelines on Memory-Constrained GPUs via Segmented Fused-Tiled Execution. 基于分段融合平铺执行的内存受限gpu深度学习管道训练。

Compiler construction : ... International Conference, CC ... : proceedings. CC (Conference) Pub Date : 2022-03-01 Epub Date: 2022-03-18 DOI: 10.1145/3497776.3517766

Yufan Xu, Gerald Sabin, Saurabh Raje, Aravind Sukumaran-Rajam, Atanas Rountev, P Sadayappan

{"title":"Training of Deep Learning Pipelines on Memory-Constrained GPUs via Segmented Fused-Tiled Execution.","authors":"Yufan Xu, Gerald Sabin, Saurabh Raje, Aravind Sukumaran-Rajam, Atanas Rountev, P Sadayappan","doi":"10.1145/3497776.3517766","DOIUrl":"https://doi.org/10.1145/3497776.3517766","url":null,"abstract":"<p><p>Training models with massive inputs is a significant challenge in the development of Deep Learning pipelines to process very large digital image datasets as required by Whole Slide Imaging (WSI) in computational pathology and analysis of brain fMRI images in computational neuroscience. Graphics Processing Units (GPUs) represent the primary workhorse in training and inference of Deep Learning models. In order to use GPUs to run inference or training on a neural network pipeline, state-of-the-art machine learning frameworks like PyTorch and TensorFlow currently require that the collective memory on the GPUs must be larger than the size of the activations at any stage in the pipeline. Therefore, existing Deep Learning pipelines for these use cases have been forced to develop sub-optimal \"patch-based\" modeling approaches, where images are processed in small segments of an image. In this paper, we present a solution to this problem by employing tiling in conjunction with check-pointing, thereby enabling arbitrarily large images to be directly processed, irrespective of the size of global memory on a GPU and the number of available GPUs. Experimental results using PyTorch demonstrate enhanced functionality/performance over existing frameworks.</p>","PeriodicalId":93739,"journal":{"name":"Compiler construction : ... International Conference, CC ... : proceedings. CC (Conference)","volume":"2022 ","pages":"104-116"},"PeriodicalIF":0.0,"publicationDate":"2022-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ftp.ncbi.nlm.nih.gov/pub/pmc/oa_pdf/b6/0e/nihms-1819777.PMC9302555.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"40623464","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 1