Parkinson's disease (PD) is a prevalent neurodegenerative disorder that affects motor function and impacts millions worldwide. Early diagnosis precise staging of PD are critical for effective management timely intervention. Traditional gait analysis focuses on lower limb movement to differentiate between moderate advanced stages; however, integrating upper dynamics offers more comprehensive approach distinguishing early-stage from other.This study introduces novel spatio-temporal model...

This study aimed to model a trust decision-making of Indonesian small and medium-sized enterprise (SME) groups in the adoption Industry 4.0 namely, ergonomic, machinery, e-commerce technology. The data on its constraints were collected through questionnaire, formulated Kansei fitness function. was modeled by Swarm Modeling (SM) extract critical constraints. Traveling salesman problem-based Ant Colony Optimization (ACO) used determine optimum path. simulation indicated that perception...

Fixed-wing UAV has the ability to fly like a plane. For movement of flight, good control system is needed. Part flight controls that require our attention among them vertical moving control. The are used adjust involving aircraft pitch angle To it, we can use method been commonly used. PID (Propositional, Integral and Derivative) method. three components (Kp, Ki, Kd). be obtained in various ways or methods. However, produce robust control, optimize Ant Colony Optimization (ACO) one...

This study aimed to model group preference decision-making implement Industry 4.0 on food and beverage small- medium-sized enterprises (SMEs). An ant colony optimisation was adopted the process based travelling salesman problem. The demonstrated three preferences of 4.0, namely, ergonomic work methods, machineries tools, e-commerce promotion. Likert-scale Kansei words data were obtained from 120 SMEs' manager in Indonesia. then plotted Cartesian coordinates with x y-axes showing mode average...

Infertility has become a common problem in global health, and unsurprisingly, many couples need medical assistance to achieve reproduction. Many human behaviors can lead infertility, which is none other than unhealthy sperm. The important thing that assisted reproductive techniques require selecting healthy Hence, machine learning algorithms are presented as the subject of this research effectively modernize make accurate standards decisions classifying In study, we developed deep fusion...

This paper proposed non-contact monitoring by classifying breathing patterns using a frequency-modulated continuous wave (FMCW) radar sensor. First, the data were from subject to conducting pattern: normal, quick, hold, deep, deep quick. Second, we extract breath employing several block preprocessing and extracting its temporal information that was not investigated our previous work. Then, distinguish those five conditions, designated Transformer architecture is proposed. Finally, compared...

Instant messaging services usually integrate a notification system on their users’ devices, as phone calls and short message service (SMS) systems do. Telegram is – far we are aware the only popular instant that uses open source code. also provides APIs for users, enabling development of bot allows application to access information. Here, study potential use user interface paperless office (PLO) developed in our institution. We found improves communication among users; however, amount...

In this study, an intelligent incentive model based on environmental ergonomics in food small and medium-sized enterprises (SMEs) was developed. Environmental defined as the impact of temperature relative humidity within a certain range worker's heart rate during work. Optimum are highly required basic standard for SMEs to provide fair incentives. Recommendable parameters from genetic algorithm fuzzy inference modeling were used customized incentives optimum rate, workplace before after...

The landslide event is one of the disaster events that commonly happened in Indonesia. need to be attention mitigate with IoT, cloud and big data technology solution. problem time condition support occurrence events. G-Connect research on real-time early warning system for build based single board computer, sensors, storage application. has been implemented Sendang Village Wonogiri Region, Indonesia well known as area. land-slide Early Warning System (EWS) development outline mapped into 3...

Abstract The current assessment of tea quality is considered subjective. This study aims to develop a portable electronic nose assess the aroma dregs objectively by relying on aromatic capture process through sensors and using multilayer perceptron (MLP). A MLP with some hyperparameter variations used compared five machine-learning classifiers. classification model ReLU activation function 3 hidden layers 100 nodes resulted in highest accuracy 0.8750 ± 0.0241. better than Sigmoid while...

Quadrotor is an unmanned aerial vehicle which controlled by remote control. Unfortunately, not all of the control are easy to use, especially for people who have lacking abilities in piloting. This study aims design a prototype system quadrotor using hand movements, as alternative conventional that more simple. consists 2 parts, and handheld. Both systems can communicate wirelessly radio frequency 2.4 GHz. The handheld will read orientation angle IMU sensor it be converted into command...

People get messages from several information channels provided by available communication technologies. Notification systems are installed to make sure that there is no missed important message. The problem how set the such we do not annoyed them. Over 40 social found on Internet examined list new message notification system. This paper classifies those and uses classification as basis of conducting a survey confirm which ones most utilized users.

Abstract.Personal recognition with image processing techniques from the side view has disadvantage of being applied to cashierless store environment, namely inaccurate or identification when personal collisions occur. To overcome this, capture method is used top-view. Personal through top-view using Haar Cascade Classifier method. 1420 positive images and 2170 negative are find features that considered suitable for recognizing objects Adaptive Boosting (Adaboost) Tests were carried out on...

The basic thing to consider when building a quadruped robot is the issue of balance. These factors greatly determine success in carrying out movements such as stabilizing body on an inclined plane, walking and others. Conventional feedback control methods by performing mathematical modeling can be used balance robot. However, this method still has weaknesses. application conventional often results inaccurate controller, so it must manually tuned for its application. In study, reinforcement...

A progressive neurodegenerative disease affecting motor neurons, Amyotrophic Lateral Sclerosis (ALS) requires early diagnosis as quickly possible. For such situations, surface electromyography (S-EMG) is widely used a non-invasive diagnostic tool to measure muscles' activity through electrodes placed on the skin's surface. Artificial intelligence (AI) approaches can be employed analyze captured signals and distinguish abnormal patterns. However, previous work focused primarily spatial...

Indonesia is a country that has unique weather provides not only abundant natural resources but also can causes disasters at any time. To reduce the threat of losses, observing elements using station solution be used. The development systems related to environmental monitoring and stations new. However, most research focuses on various innovations in utilization, low cost power savings. These studies have touched aspect ease system development, especially concept adding nodes. Indonesia, as...