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Investigating the influence through EEG: Using technology to Introduce Cognitive Training for Patients with Mild Dementia 3

Investigating the influence through EEG: Using Technology to...

引用

3rd IEEE Eurasia Conference on Biomedical Engineering, Healthcare and Sustainability, ECBIOS 2021

作者： Wu, Pei-Fen Yen, Shao-Wei Fan, Kuang-Yi Department of Information Management and Master program in Digital Content Technology and Management National Changhua University of Education Taiwan Department of Visual Arts and Design National University of Tainan Taiwan

ISBN: (纸本)9781728193045

Many researchers have pointed out that cognitive training can improve the cognitive function of patients with dementia. Therefore, our research developed a digital cognitive application system, "Reminiscence", to observe the brainwave of patients with dementia through cognitive training and to analyze its influence on concentration, memory, and logic. In this study, a total of 16 patients with mild dementia (CDR 0.5 and 1) participated in the measurement of brainwave by using the NeuroSky EEG system in the digital cognitive nostalgia system. The cognitive training is divided into seven parts: photo sharing, song singing, questions in logic, number operation, jigsaw puzzle, weight identification, and silhouette puzzle. Among the seven question types of cognitive training in this experiment, the six items of photo sharing, song singing, questions in logic, number operation, jigsaw puzzle, weight identification, and silhouette puzzle had a good impact on dementia patients and helped their concentration. The improvement of memory and logic had a positive effect on the delay of cognitive function degradation of patients with dementia. The purpose of this study is to stimulate and improve the cognitive function of patients with dementia, thus delaying dementia. This research serves as a reference for the future development of technology-assisted applications for patients with dementia who need cognitive training. © 2021 ECBIOS 2021. All rights reserved.

关键词： Computer circuits

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Temperature Insight: A Design Thinking Approach for Room Thermometry and Monitoring System

Temperature Insight: A Design Thinking Approach for Room The...

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Cybernetics and Innovations (ICCI), International Conference on

作者： Patiyuth Pramkeaw Thittaporn Ganokratanaa Mahasak Ketcham Phumraphi Boonthai Media Technology Program Dept. of Mathematics King Mongkut’s University of Technology Thonburi Bangkok Thailand Dept. of Mathematics King Mongkut’s University of Technology Thonburi Bangkok Thailand Dept. of Information Technology Management King Mongkut's University of Technology North Bangkok Media Technology Program King Mongkut’s University of Technology Thonburi Bangkok Thailand

ISBN: (数字)9798350370096

ISBN: (纸本)9798350370102

This research aims to develop a temperature insight: a design thinking approach for room thermometry and monitoring system is the application developed and recording system that meets the needs of nurses in the maternity department. The system's efficiency and user satisfaction with the prototype and wireframes will be evaluated using the mentioned tools and programs. Design Thinking Process for Medication Room Temperature Recording System. The hospital staff's workflow, challenges, and technological preferences provide valuable insights for the design thinking process. In the comprehensive evaluation of user satisfaction pertaining to the design aspects of the temperature measurement device, temperature recording systems, and report formats, a discernible pattern of consistently high to very high satisfaction ratings emerges. Notably, each evaluated category garnered a satisfaction score of 4.40 or above. The hierarchy of satisfaction levels, ranked from the highest to the lowest, is delineated as follows: Temperature Recording System Workflow Design Satisfaction. Mean Score: 4.55 (Standard Deviation: 0.31970). Report Design Satisfaction. Mean Score: 4.54 (Standard Deviation: 0.38580). Temperature Monitoring System Screen Design Satisfaction. Mean Score: 4.48 (Standard Deviation: 0.36854). Temperature Measurement Device Design Satisfaction. Mean Score: 4.40 (Standard Deviation: 0.31971).

关键词： Temperature measurement Temperature sensors Technological innovation Three-dimensional displays Hospitals Prototypes Recording

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Research on Traffic Sign Detection and Recognition System Using Deep Ensemble Learning

Research on Traffic Sign Detection and Recognition System Us...

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IEEE International Conference on Computer Communication and the Internet (ICCCI)

作者： Lung-Jen Wang Taweelap Suwattanapunkul Jarinya Thalauy Parinya Jansengrat Department of Computer Science and Information Engineering National Pingtung University Pingtung Taiwan International Master Program in Information Technology and Applications International College National Pingtung University Pingtung Taiwan Department of Big Data Management and Analytics Rajamangala University of Technology Thanyaburi Pathum Thani Thailand

ISBN: (数字)9798350351767

ISBN: (纸本)9798350351774

There is a rise in car accidents due to human errors on the road. A critical task of self-driving cars that can reduce accidents on the road is traffic sign detection and recognition (TSDR), which is vital in alerting drivers to the presence of traffic signs in advance. This research will separate the proposed deep ensemble learning algorithm into two methods. First, after the traffic scene process, the algorithm will detect the traffic sign as two categories with the YOLOv5s network. Then, process the traffic sign to recognize the traffic sign into seven classes with the MobileNet network. The detection model was trained with the Taiwan Traffic Sign Detection (TTSD) dataset collected from Taiwan roads. The recognition model was trained with the Taiwan Traffic Sign Recognition (TTSR) dataset. The result of the proposed algorithm showed high performance when experimenting with 95.83% accuracy, 87.34% true prediction, and 191.3 milliseconds (ms) of inference time.

关键词： YOLO Roads Prediction algorithms Inference algorithms Internet Autonomous automobiles Ensemble learning

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Voice-Activated Assistance for the Elderly: Integrating Speech Recognition and IoT

Voice-Activated Assistance for the Elderly: Integrating Spee...

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IEEE International Conference on Consumer Electronics (ICCE)

作者： Narumol Chumuang Thittaporn Ganokratanaa Patiyuth Pramkeaw Mahasak Ketcham Suvil Chomchaiya Worawut Yimyam dept. of Digital Media Technology Muban Chombueng Rajabhat University Ratchaburi Thailand dept. of Mathematics King Mongkut’s University of Technology Thonburi Bangkok Thailand Media Technology Program King Mongkut’s University of Technology Thonburi Bangkok Thailand dept. of Information Technology Management King Mongkut’s University of Technology North Bangkok Thailand dept. of Business Information Management Phetchaburi Rajabhat University Phetchaburi Thailand

This work aims to develop an elderly assistance system using voice commands by applying speech recognition technology. The system is designed to enhance convenience for elderly individuals and also reduce labor costs associated with hiring caregivers. It leverages the principles of the Internet of Things (IoT) to control various household electrical devices through voice commands. Through Natural Language Processing (NLP), the system processes natural language to interpret voice commands, allowing users to control lighting, open applications, make phone calls, and more. The researchers utilized a Confusion Matrix model to measure the accuracy of the voice command recognition system. It assessed whether the system correctly interpreted the voice commands issued by users. The testing, conducted with a group of individuals aged 55-60, revealed an accuracy rate of 85%. This demonstrates the system’s effectiveness and potential to augment the independence of elderly individuals. In essence, this work presents a voice-command assistance tool that combines speech recognition and IoT, promising enhanced convenience for the elderly and potential savings in caregiving expenses.

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Using LSTM and Regression Analysis for Railway Passenger Traffic Volume Prediction 11

Using LSTM and Regression Analysis for Railway Passenger Tra...

引用

11th IEEE Global Conference on Consumer Electronics, GCCE 2022

作者： Tey, Fu Jie Tuan, Chih-Chi Cai, Cheng-En Wu, Ming-Xuan Wu, Yun-Sheng Wu, Tin-Yu National Taiwan University of Science and Technology Department of Electrical Engineering Taipei Taiwan National Ilan University Master Program of E-Learning for Multimedia and Network Communications Yilan Taiwan National Pingtung University of Science and Technology Department of Management Information Systems Pingtung County Taiwan

ISBN: (纸本)9781665492324

The purpose of this paper is to investigate the factors affecting the passenger traffic volume on the high-capacity MRT, to analyze the traffic volume trends, and to make traffic volume predictions more accurately. This paper uses the LSTM (Long Short-term Memory) model and regression analysis for Taipei MRT passenger traffic volume prediction. The training data, including dates, temperatures and number of passengers, were collected, and a regression analysis was performed to find trends in the data. © 2022 IEEE.

关键词： Long short-term memory

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Multi band Antenna for Notebook Computer Device

Multi band Antenna for Notebook Computer Device

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2021 IEEE International Conference on Electronic Communications, Internet of Things and Big Data, ICEIB 2021

作者： Chien, Wei Tsai, Shangte Lunghwa University of Science and Technology Department of School of Information Management and Master's Program Taiwan Business School Yulin Normal University China

ISBN: (纸本)9781665437554

The printed inverted-F antenna is used to design a multi-band antenna, in which the frequency includes LTE, WLAN, and GPS frequency. The printed inverted-F antenna is applied in the environment and architecture of the 14-inch notebook computer. The design frequency of the antenna is 0.7-5 GHz. The usable frequency band includes three different systems: LTE, WLAN, and GPS. They comply with the wireless network specifications in the industry. Based on the analysis data such as current distribution and antenna field type, the variability and difference of the antenna in the environment are analyzed and compared. © 2021 IEEE.

关键词： Microwave antennas

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Smart Agricultural Greenhouses for Earthworm Farming

Smart Agricultural Greenhouses for Earthworm Farming

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Cybernetics and Innovations (ICCI), International Conference on

作者： Worawut Yimyam Mahasak Ketcham Thittaporn Ganokratanaa Patiyuth Pramkeaw Narumol Chumuang Department. of Business Information Management Phetchaburi Rajabhat University Phetchaburi Thailand Department of Information Technology Management King Mongkut's University of Technology North Bangkok Bangkok Thailand Applied Computer Science Program King Mongkut's University of Technology Thonburi Bangkok Thailand Media Technology Program King Mongkut's University of Technology Thonburi Bangkok Thailand Department of Digital Media Technology Muban Chombueng Rajabhat University Ratchaburi Thailand

In this research, the design of the earthworm rearing house was presented. Internet of Things, in which the research has designed houses and various equipment to be designed. The results showed that the traditional way of raising earthworms by walking to check the humidity in the cultured basin by touching and regularly watering compared to using the IOT system to measure the moisture. And there is a notification when the humidity drops below or above the specified threshold. and has an automatic watering system when the humidity is below a specified threshold It was found that the IOT-based method was more productive than the traditional method.

关键词： Legged locomotion Technological innovation Insects Humidity measurement Moisture Humidity Soil

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Pillow for Detecting Snoring with Embedded Techniques for Elderly People with Snoring Problems

Pillow for Detecting Snoring with Embedded Techniques for El...

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Cybernetics and Innovations (ICCI), International Conference on

This research aimed to design, produce, and assess a snoring detection neck pillow for elderly individuals with snoring symptoms. The research process began with finding information on snoring. The data obtained were used to design a snore detection neck pillow in the form of a U-shaped neck pillow. The functional principle was that when the microphone module detects the snoring sound, it activates a vibrating motor to alert the snorer to awake or change sleeping positions and stop snoring. There was a program to control the operation. The results of the snoring detection neck pillow test with a sample size of 20 people showed an average efficiency of 80%.

关键词： Performance evaluation Technological innovation Sleep apnea Neck Delays Older adults Cybernetics

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Globally Harmonized System Label detection using Color Segmentation

Globally Harmonized System Label detection using Color Segme...

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Cybernetics and Innovations (ICCI), International Conference on

作者： Thidarat Pinthong Mahasak Ketcham Thittaporn Ganokratanaa Patiyuth Pramkeaw Narumol Chumuang Department. of Business Information Management Phetchaburi Rajabhat University Phetchaburi Thailand Department of Information Technology Management King Mongkut's University of Technology North Bangkok Bangkok Thailand Applied Computer Science Program King Mongkut's University of Technology Thonburi Bangkok Thailand Media Technology Program King Mongkut's University of Technology Thonburi Bangkok Thailand Department of Digital Media Technology Muban Chombueng Rajabhat University Ratchaburi Thailand

This paper presents an approach for color detection and segmentation based on Image Processing Process to retrieve candidate regions of GHS Sign. For color classification, where the dimension of each vector can be extended by a group of neighboring pixels. The experimental results are highly accurate and robust for our testing database, where samples are recorded on various states of environment. But in the meantime, it was found that the error processing. It is an image that looks asymmetrical image. It is impossible to detect the symbol GHS.

关键词： Image segmentation Technological innovation Image resolution Image color analysis Shape Symbols Transportation

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Sorting Red and Green Chilies by Digital Image Processing

Sorting Red and Green Chilies by Digital Image Processing

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Cybernetics and Innovations (ICCI), International Conference on

作者： Narumol Chumuang Mahasak Ketcham Thittaporn Ganokratanaa Patiyuth Pramkeaw Jiratha Chongsri Worawut Yimyam Dep. of Digital Media Technology Muban Chombueng Rajabhat University (MCRU) Thailand Dep. of Information Technology Management King Mongkut's University of Technology North Bangkok Thailand Applied Computer Science Program King Mongkut's University of Technology Thonburi Bangkok Thailand Media Technology Program King Mongkut's University of Technology Thonburi Bangkok Thailand Dep. of Business Information Management Phetchaburi Rajabhat University Thailand

The purpose of this research is to help save electricity within organizations and workplaces that use computers. Due to the behavior of general users today, they do not give importance to saving electricity. This work has developed an automatic computer shutdown system. with image processing via a webcam by using image processing techniques (image processing) applied to a webcam by using a webcam to capture the user on the computer screen. Then the images are analyzed and examined with the principles of image processing with the face detection technique using the algorithm of Haar -like features to detect human faces and ROI. define a specific area of interest. The system will then check the amount of inactivity on the screen. or does not show the face image within 10 minutes, the system will automatically turn off the computer. with image processing. This work can make it easier to turn off computers when not in use. and helps to save electricity for the organization or agencies as well.

关键词： Computers Technological innovation Webcams Digital images Employment Organizations Feature extraction

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