2021 International Conference on Computing, Communication, and Intelligent Systems (ICCCIS)最新文献_第8页

A Multi-Objective Workflow Allocation Strategyin IaaS Cloud Environment IaaS云环境下的多目标工作流分配策略

2021 International Conference on Computing, Communication, and Intelligent Systems (ICCCIS) Pub Date : 2021-02-19 DOI: 10.1109/ICCCIS51004.2021.9397081

Mohammad Shahid, Zubair Ashraf, M.Aftab Alam, Faisal Ahmad, Mohammad Imran

引用次数: 3

Spatio-Temporal Clustering Analysis for Air Pollution Particulate Matter (PM2.5) Using a Deep Learning Model 基于深度学习模型的空气污染颗粒物(PM2.5)时空聚类分析

2021 International Conference on Computing, Communication, and Intelligent Systems (ICCCIS) Pub Date : 2021-02-19 DOI: 10.1109/ICCCIS51004.2021.9397129

Doreswamy, H. K S, Ibrahim Gad, Yogesh K M

引用次数: 1

Liver Ultrasound Image Classification of Periductal Fibrosis Based on Transfer Learning and FCNet for Liver Ultrasound Images Analysis System 基于迁移学习和FCNet的肝超声图像分析系统对肝导管周围纤维化的分类

2021 International Conference on Computing, Communication, and Intelligent Systems (ICCCIS) Pub Date : 2021-02-19 DOI: 10.1109/ICCCIS51004.2021.9397182

Woottichai Nonsakhoo, Saiyan Saiyod, Piyanat Sirisawat, R. Suwanwerakamtorn, N. Chamadol, N. Khuntikeo

{"title":"Liver Ultrasound Image Classification of Periductal Fibrosis Based on Transfer Learning and FCNet for Liver Ultrasound Images Analysis System","authors":"Woottichai Nonsakhoo, Saiyan Saiyod, Piyanat Sirisawat, R. Suwanwerakamtorn, N. Chamadol, N. Khuntikeo","doi":"10.1109/ICCCIS51004.2021.9397182","DOIUrl":"https://doi.org/10.1109/ICCCIS51004.2021.9397182","url":null,"abstract":"The current population of Southeast Asia is found to have died of Cholangiocarcinoma (CCA) approximately 28,000 each year. CCA risk factors, particularly the finding of Periductal Fibrosis (PDF), were observed and measured by analyzing the ultrasonography (US) image. The CCA Screening and Care Program (CASCAP) carry and store the enormous US images in their data warehouse server to facilitate the online diagnosis by the experts. While the amount of data increasing but the expert whose responsibility to determine the existence of PDF in US image is less dramatic. This leads to a decrease in the survival rate of the patients. Due to this crisis problem, we proposed a structure of transfer learning to classify the stages of PDF which is being used in the development of a Liver Ultrasound Image Analysis System (LUIAS). We also introduced data augmentation to boost the characteristic of the PDF criterion in the data preparation step, which is designed by modification of the Discrete Fourier Transform. Cross-validation is applied to the learning process to evaluate the overall performance of the structure. The experimental results show the proposed method can reach a higher accuracy compare to the conventional technique, which is 0.92 and 0.81 respectively. The best stage of the learning process is also deep copied to be further used as a classifier in practical operation at LUIAS.","PeriodicalId":316752,"journal":{"name":"2021 International Conference on Computing, Communication, and Intelligent Systems (ICCCIS)","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-02-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134368321","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 Analysis of LFSR based Content Addressable Memory 基于LFSR的内容可寻址存储器设计与分析

2021 International Conference on Computing, Communication, and Intelligent Systems (ICCCIS) Pub Date : 2021-02-19 DOI: 10.1109/ICCCIS51004.2021.9397071

Vyom Garg, Parangat Mittal

引用次数: 1

Comparative Study of Machine Learning Algorithms for Portuguese Bank Data 葡萄牙银行数据机器学习算法的比较研究

2021 International Conference on Computing, Communication, and Intelligent Systems (ICCCIS) Pub Date : 2021-02-19 DOI: 10.1109/ICCCIS51004.2021.9397083

Arushi Gupta, Anjali Raghav, S. Srivastava

引用次数: 3

Slotted Planar Dual-band Antenna for Wireless Communication 用于无线通信的开槽平面双频天线

2021 International Conference on Computing, Communication, and Intelligent Systems (ICCCIS) Pub Date : 2021-02-19 DOI: 10.1109/ICCCIS51004.2021.9397233

K. Sreelakshmi, G. S. Rao

引用次数: 1

Performance Analysis and Comparison of Faster R-CNN, Mask R-CNN and ResNet50 for the Detection and Counting of Vehicles Faster R-CNN、Mask R-CNN和ResNet50在车辆检测与计数中的性能分析与比较

2021 International Conference on Computing, Communication, and Intelligent Systems (ICCCIS) Pub Date : 2021-02-19 DOI: 10.1109/ICCCIS51004.2021.9397079

Hassam Tahir, Muhammad Shahbaz Khan, Muhammad Owais Tariq

{"title":"Performance Analysis and Comparison of Faster R-CNN, Mask R-CNN and ResNet50 for the Detection and Counting of Vehicles","authors":"Hassam Tahir, Muhammad Shahbaz Khan, Muhammad Owais Tariq","doi":"10.1109/ICCCIS51004.2021.9397079","DOIUrl":"https://doi.org/10.1109/ICCCIS51004.2021.9397079","url":null,"abstract":"Traffic congestion is one of the major issues of urban cities. The conventional techniques used usually to control traffic via different types of sensors are less precise and expensive. Intelligent solutions using deep learning algorithms provide promising results in terms of better performance, prompt decision making and cost effectiveness. This article aims at providing an easy, more accurate and less expensive solution for the traffic control issues specifically at the traffic signals. Three deep neural network (DNN) frameworks i.e. Faster R-CNN, Mask R-CNN and ResNet-50 have been implemented and compared for vehicle detection, classification and counting. A dataset of 3200 images of different vehicles is used for the training of the models. The training is carried out on NVIDIA 1060TI 3GB GPU. Trained system is tested on indigenous recorded video data of 8 hours for two routes at a traffic signal. Results demonstrated that the overall detection accuracy of Faster R-CNN and Mask R-CNN is >80%, whereas detection accuracy of ResNet-50 is >75%. The counting accuracies of Faster R-CNN, Mask R-CNN and ResNet-50 are >75%, >70% and >62% respectively. Various error analysis have been carried out to validate the performance of the aforementioned frameworks. Furthermore, a prototype has also been developed by interconnecting the DNN results with Arduino via Serial communication.","PeriodicalId":316752,"journal":{"name":"2021 International Conference on Computing, Communication, and Intelligent Systems (ICCCIS)","volume":"227 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-02-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131810662","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: 9

USB Rubber Ducky Detection by using Heuristic Rules 基于启发式规则的USB橡皮鸭检测

2021 International Conference on Computing, Communication, and Intelligent Systems (ICCCIS) Pub Date : 2021-02-19 DOI: 10.1109/ICCCIS51004.2021.9397064

Lakshay Arora, Narina Thakur, S. Yadav

{"title":"USB Rubber Ducky Detection by using Heuristic Rules","authors":"Lakshay Arora, Narina Thakur, S. Yadav","doi":"10.1109/ICCCIS51004.2021.9397064","DOIUrl":"https://doi.org/10.1109/ICCCIS51004.2021.9397064","url":null,"abstract":"With the rise in tightening of the Cybersecurity rules and policies implemented by the corporate houses, the work that malicious hackers need to do to compromise a system has risen exponentially. A significant part of a hacker's work goes into the bypassing of the firewalls and intrusion into the main systems. A comparatively easy way to bypass all systems is USB rubber ducky, which is a simple USB stick that impersonates a keyboard by changing its hardware ID and thus executing commands as if a user was manually typing them. This attack has proved to exploit the least proficient part of cyber-defense that is humans. In this research paper, we discuss a utility that can easily detect malicious USB by using heuristic checks. This utility, named ducky-detector, can easily segregate keyboard input by finding the discrepancies that arise due to the automated functioning of the USB rubber ducky device. Ducky-Detector has proved to out-smarten all the present solutions to this problem with almost perfect accuracy, no false positives, and really low computational power required. Ducky detector has been tested against a wide variety of commercial and free Antivirus software with variable payloads, thus simulating a real-life scenario where payloads can vary to any extent. Ducky-detector induces a mere 0.9% overhead on a Linux distribution system.","PeriodicalId":316752,"journal":{"name":"2021 International Conference on Computing, Communication, and Intelligent Systems (ICCCIS)","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-02-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122099753","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: 3

Performance Analysis of an Improved Variable Step-Size IC MPPT Technique for SPV System 一种改进的变步长集成电路MPPT技术在SPV系统中的性能分析

2021 International Conference on Computing, Communication, and Intelligent Systems (ICCCIS) Pub Date : 2021-02-19 DOI: 10.1109/ICCCIS51004.2021.9397127

Yagyadatta Goswami, K. Rana, Vineet Kumar

引用次数: 3

Magnetless 3-pole Non-reciprocal Bandpass Filter: Numerical Analysis with MATLAB Simulation 无磁三极非互易带通滤波器:MATLAB仿真数值分析

2021 International Conference on Computing, Communication, and Intelligent Systems (ICCCIS) Pub Date : 2021-02-19 DOI: 10.1109/ICCCIS51004.2021.9397139

P. Dutta, G. Arun Kumar, G. Ram, D. Suneel Varma

引用次数: 5