Computer Science, Engineering and Applications最新文献_第2页

A Fully Automated Music Equalizer based on Music Genre Detection using Deep Learning and Neural Network 基于深度学习和神经网络的音乐类型检测的全自动音乐均衡器

Computer Science, Engineering and Applications Pub Date : 2023-03-18 DOI: 10.5121/csit.2023.130517

Kevin Hu, Yu Sun, Yujia Zhang

引用次数: 0

An FrFT Based Real-Time Estimation of Moving Target Acceleration Method for FMCW Radar 基于FrFT的FMCW雷达运动目标加速度实时估计方法

Computer Science, Engineering and Applications Pub Date : 2023-03-18 DOI: 10.5121/csit.2023.130515

Qingbo Wang

引用次数: 0

An Intelligent and Data-Based Skate Analyzer to Assist in Analyzing Movements of Skate on Ice 一个智能和基于数据的滑冰分析仪，以协助分析冰上滑冰的运动

Computer Science, Engineering and Applications Pub Date : 2023-03-18 DOI: 10.5121/csit.2023.130516

Yi-ru Wang, Yu Sun

{"title":"An Intelligent and Data-Based Skate Analyzer to Assist in Analyzing Movements of Skate on Ice","authors":"Yi-ru Wang, Yu Sun","doi":"10.5121/csit.2023.130516","DOIUrl":"https://doi.org/10.5121/csit.2023.130516","url":null,"abstract":"Ever since the start of Figure Skating, there has been an emphasis on skating technique, especially in the step sequences of a skater’s choreography [1]. But Figure Skaters often are not able to detect the motion, edge, or placement of their blade on the ice without watching themselves skate. The solution to this problem would be to have a skate analyzer. A skate analyzer would record the movements of a skate on ice and one would be able to playback the recorded data and view their skate motion precisely [2]. Three main components that my project links together are the QTPY-ESP 32 microcontroller, the sensor that combines the accelerometer, gyroscope, and magnetometer, and the SD card reader. The QTPY-ESP32 is a microcontroller that acts as a main computer controlling the whole board. The QTPY is then connected to a sensor board through an I2c protocol. Then, through an SPI protocol, the QTPY is connected to an SD card reader. After the skater is finished recording, they can insert the SD card in a computer, upload the data into the app, and play it back. There is also a slider on the top of the screen that the skater can slide back and forth to view the skate at specific times in the file. This would be a great technology to use for skaters as they can playback their movements on ice and improve their technique [3].","PeriodicalId":261978,"journal":{"name":"Computer Science, Engineering and Applications","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-03-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125818720","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

An Interactive and Collaborative Gaming Platform to Engage the Autism Spectrum in Art Learning using Artificial Intelligence 一个互动和协作的游戏平台，利用人工智能让自闭症谱系参与艺术学习

Computer Science, Engineering and Applications Pub Date : 2023-03-18 DOI: 10.5121/csit.2023.130503

C. Zheng, Yu Sun, Yujia Zhang

引用次数: 0

Procedural Generation in 2D Metroidvania Game with Answer Set Programming 基于答案集编程的2D《银河战士》程序生成

Computer Science, Engineering and Applications Pub Date : 2023-03-18 DOI: 10.5121/csit.2023.130511

Johnny Xu, John Morris

{"title":"Procedural Generation in 2D Metroidvania Game with Answer Set Programming","authors":"Johnny Xu, John Morris","doi":"10.5121/csit.2023.130511","DOIUrl":"https://doi.org/10.5121/csit.2023.130511","url":null,"abstract":"Video game designers often find themselves at a crossroad when designing levels; namely, many have a difficult time balancing the amount of control they want to have over what their levels look like [1]. If too little control is given, like in the case of pure perlin-noise generation, levels can end up with too much variation and unideal generations [2]. Softlock is an example of unideal generation in the case of metroidvania games, if the placement of keys cannot be easily controlled and end up being placed behind gates, the players can get permanently stuck [3]. Developers may usually hand-make all levels in order to try and prevent this from happening, however they risk spending too much effort and time on designing levels, resulting in a general lack of quantity in levels. Objectively speaking, both methods have their strengths and work well in specific genres of games, but limiting oneself to the boundaries of these methods does not fundamentally achieve both quantity and accuracy. This paper proposes an unique solution to this dilemma, providing automated generation of levels while also giving developers much more control over the overall output. Our method uses Answer Set Programming (ASP) to verify generation based on restrictions we place, guaranteeing the outcome to be what we want [4]. To demonstrate our method, we applied our solution to a 2D metroidvania game made in the Unity game engine and conducted quantitative tests to assess how well our method works as a level generator [5].","PeriodicalId":261978,"journal":{"name":"Computer Science, Engineering and Applications","volume":"124 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-03-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133531571","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

Airbnb Research: An Analysis in Nexus BetweenVisual Description and Product Rating Airbnb研究:视觉描述与产品评级的关系分析

Computer Science, Engineering and Applications Pub Date : 2023-03-18 DOI: 10.5121/csit.2023.130520

Chun Kit Fu, Yu Sun

引用次数: 0

An Natural Language Processed Web Application that Interpret and Convert English to Python Code 一个自然语言处理的Web应用程序，解释和转换英语到Python代码

Computer Science, Engineering and Applications Pub Date : 2023-03-18 DOI: 10.5121/csit.2023.130506

Sunny Zhao, Ang Li

{"title":"An Natural Language Processed Web Application that Interpret and Convert English to Python Code","authors":"Sunny Zhao, Ang Li","doi":"10.5121/csit.2023.130506","DOIUrl":"https://doi.org/10.5121/csit.2023.130506","url":null,"abstract":"As the exchange between natural language and program code gradually becomes the need of industry, more and more interpreters and translators are required. Such natural language interpreters and converters can benefit society in a variety of fields, such as service industry, communication industry, and engineering industry [6]. Concise and accurate language processors will greatly boost the productivity of bottom repetitive works, provide examples and inspirations for students and industry workers, and become the tendency of the future. This paper introduces an application using natural language processing and neural network to effectively interpret and translate English to Python code, and detailly present the structural flow of the application [7]. This paper will also introduce the structure of the neural network, its validity, and how the python torch was applied and integrated. Furthermore, it will demonstrate the application and limitation of this model as well as its future improvements. We applied our application to educational needs and conducted qualitative evaluation of the approach. The result shows a beneficial and potential effect that is applicable to a greater field.","PeriodicalId":261978,"journal":{"name":"Computer Science, Engineering and Applications","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-03-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114615418","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

Use of AI to Diversify and Improve the Performance of RF Sensors Drone Detection Mechanism 利用人工智能丰富和提高无人机射频传感器检测机制的性能

Computer Science, Engineering and Applications Pub Date : 2023-03-18 DOI: 10.5121/csit.2023.130504

Fahad Alsifiany

引用次数: 0

Towards Scalable Anomaly Detection for Embedded Devices through Synthetic EM Fingerprinting 基于合成电磁指纹的嵌入式设备可扩展异常检测研究

Computer Science, Engineering and Applications Pub Date : 2023-03-18 DOI: 10.5121/csit.2023.130507

Kurt A. Vedros, Georgios Michail Makrakis, C. Kolias, Robert C. Ivans, C. Rieger

{"title":"Towards Scalable Anomaly Detection for Embedded Devices through Synthetic EM Fingerprinting","authors":"Kurt A. Vedros, Georgios Michail Makrakis, C. Kolias, Robert C. Ivans, C. Rieger","doi":"10.5121/csit.2023.130507","DOIUrl":"https://doi.org/10.5121/csit.2023.130507","url":null,"abstract":"Embedded devices are omnipresent in modern networks, including those facilitating missioncritical applications. However, due to their constrained nature, novel mechanisms are required to provide external, and non-intrusive defenses. Among such approaches, one that has gained traction is based on analyzing the emanated electromagnetic (EM) signals. Unfortunately, one of the most neglected challenges of this approach is the manual gathering and fingerprinting of the corresponding EM signals. Indeed, even simple programs are comprised of numerous branches, making the fingerprinting stage extremely timeconsuming, and requiring the manual labor of an expert. To address this issue, we propose a framework for generating synthetic EM signals directly from machine code. These subsequent signals can be used to train an anomaly detection system. The advantage of this approach is that it completely removes the need for an elaborate and error-prone fingerprinting stage, thus, increasing the scalability of the protection mechanisms. The experimental evaluations indicate that our method provides above 90% detection accuracy against code injection attacks. Moreover, the proposed methodology inflicts only -1.3% penalty in accuracy for detecting injections of as little as four malicious instructions when compared to the same methods of training on real signals.","PeriodicalId":261978,"journal":{"name":"Computer Science, Engineering and Applications","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-03-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126200159","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

An Smart Auto Shutter Controlling System for Intelligent Home based on Database Analyzing and Mechanical Devices 基于数据库分析和机械装置的智能家居智能自动百叶窗控制系统

Computer Science, Engineering and Applications Pub Date : 2023-03-18 DOI: 10.5121/csit.2023.130508

Lingshan Kong, Jonathan Sahagun

引用次数: 0