Ting-Wei Wu's research while affiliated with Yuan Ze University and other places
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Publications (29)
Urinary tract cancers are considered life-threatening conditions worldwide, and Bladder Cancer is one of the most malignant urinary tract tumors, with an estimated number of more than 1.3 million cases worldwide each year. Bladder Cancer is a heterogeneous disease; the main symptom is painless hematuria. However, patients with Bladder Cancer may in...
A reservoir is an integrated water resource management infrastructure that can be used for water storage, flood control, power generation, and recreational activities. Predicting reservoir levels is critical for water supply management and can influence operations and intervention strategies. Currently, the water supply monitoring index is used to...
In recent years, due to the rise in the population and aging, the prevalence of neurological diseases is also increasing year by year. Among these patients with Parkinson’s disease, stroke, cerebral palsy, and other neurological symptoms, dysarthria often appears. If these dysarthria patients are not quickly detected and treated, it is easy to caus...
The COVID-19 virus has been spreading worldwide on a large scale since 2019, and the most effective way to prevent COVID-19 is to vaccinate. In order to prove that vaccination has been administered to allow access to different areas, paper vaccine passports are produced. However, paper vaccine passport records are vulnerable to counterfeiting or ab...
Air pollution has become an essential issue in environmental protection. The Air Quality
Index (AQI) is often used to determine the severity of air pollution. When the AQI reaches the red level, the proportion of asthma patients seeking medical treatment will increase by 30% more than usual. If the AQI can be predicted in advance, the benefits of e...
Since December 2019, COVID-19 has been raging worldwide. To prevent the spread of COVID-19 infection, many countries have proposed epidemic prevention policies and quickly administered vaccines, However, under facing a shortage of vaccines, the United States did not put forward effective epidemic prevention policies in time to prevent the infection...
A great challenge for credit-scoring models in online peer-to-peer (P2P) lending platforms is that credit-scoring models simply discard rejected applicants. This selective discard can lead to an inability to increase the number of potentially qualified applicants, ultimately affecting the revenue of the lending platform. One way to deal with this i...
Corruption represents the misuse of public power by government departments for personal gain, hindering a country’s economic growth. Corruption cannot be eliminated by implementing the national democratic system, and mature democratic countries also exist with varying degrees of corruption. Corruption affects people’s trust in the public sector and...
The Industrial Internet of Things (IIoT) plays an important role in Industry 4.0, but the existing IIoT systems could be vulnerable to a single point of failure and malicious attacks, failing to provide reliable services. IIoT devices have some particularities, such as mobility, limited performance, and distributed deployment, which are challenging...
In December 2019, Severe Special Infectious Pneumonia (SARS-CoV-2)–the novel coronavirus (COVID-19)– appeared for the first time, breaking out in Wuhan, China, and the epidemic spread quickly to the world in a very short period time. According to WHO data, ten million people have been infected, and more than one million people have died; moreover,...
Online auctions are now widely used, with all the convenience and efficiency brought by internet technology. Despite the advantages over traditional auction methods, some challenges still remain in online auctions. According to the World Business Environment Survey (WBES) conducted by the World Bank, about 60% of companies have admitted to bribery...
With the rapid development of e-commerce services, online retail has evolved from multi-channel to omni-channel in order to provide customers with more services. However, reverse logistics services (returns and exchanges) have become the target of many fraudulent activities, causing a lot of economic losses for many online retail companies. The cur...
In recent years, with rapid economic development, air pollution has become extremely serious, causing many negative effects on health, environment and medical costs. PM2.5 is one of the main components of air pollution. Therefore, it is necessary to know the PM2.5 air quality in advance for health. Many studies on air quality are based on the gover...
With advancement in computer technology, financial technology has also evolved. Blockchain technology has evolved over the past decade; however, this has also resulted in some malicious attacks. To earn mining rewards of a blockchain, a new type of attack, called cryptojacking, has emerged in the online world. This attack uses the computer resource...
With the development of industrialization and urbanization, air pollution in many countries has become more serious and has affected people’s health. The air quality has been continuously concerned by environmental managers and the public. Therefore, accurate air quality deterioration warning system can avoid health hazards. In this study, an air q...
Current mobile instant messaging (IM) applications offer limited information on the availability status of IM users, particularly, their availability for reading and responding to IM messages. Research suggests a gap between what IM recipients want to disclose and what IM senders want to see to determine when to initiate a conversation. The advance...
Because of detection characteristics in traditional capacitive-based biomolecular sensing technologies, it is important to have a uniform and defect-free interface layers. However, efforts to achieve the interface layer are tedious and labor intensive. To conquer this problem and enhance the sensing characteristics of capacitive-based biomolecular...
Citations
... According to the 2019 statistics from the Taiwan Water Resources Agency, water taken from rivers, groundwater, and reservoirs amounts to 24.5%, 43.4%, and 32.0% of total usage, respectively. Generally, uses for reservoirs can include water supply, flood control, irrigation, recreation, and power generation [1][2][3]. Changes to the capacity of a reservoir affect whether the reservoir's designed uses can be fulfilled [4,5]. ...
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... Since the recursive process in Step 1 is repeated, the amount of calculation is large. A gated-graph sequential neural network (GGS-NN) replaces the recursion process in Step 1 with a Gated Recurrent Unit (GRU), which is the gating mechanism in a recurrent neural network (RNN) and which has better performance on certain smaller datasets and removes the constraints of contraction mapping [86][87][88][89][90][91][92]. The GRU concept can be expressed using the following formula: ...
... Channels allow the chosen data to be shared only among permissioned participants and thus provide a more adaptive data protection structure [52]. Areas of application include a digital vaccine passport [53], anti-counterfeit system [54], privacy-preserving in healthcare [55] and E-Voting System [56]. ...
... A study in Turkey investigated the impact of the pandemic on mobility and confirmed the importance of some types of mobility, such as regarding grocery stores or workplaces [67] Prediction of COVID-19 severity was evaluated in another study using longwise cluster analysis, which was evaluated as an effective way of redistributing patients based on different clinics [68]. The high accuracy of the cluster analysis was also shown in a contribution focused on the allocation of vaccines in the fight against pandemics, where individual clusters were based on the level of spread of infection [69]. Mobility during the COVID-19 pandemic depended on the degree of fear of contagion and various psychosocial factors, which were addressed by several studies [70][71][72]. ...
... The digitalization of processes and AI are already part of our daily lives and have been developing in all areas with which we interact, especially during the period of the COVID-19 pandemic [1,2]. This trend continued with the promotion of online loans and Internet sales [3], and in turn, with the increase in demand for credit and crowdfunding through the Internet in the short term [4][5][6], and considering the pandemic as an external factor, it has considerably changed the economy, increasing uncertainty for financial institutions, and consequently the need to generate new models to manage it [4]. The World Bank (WB) emphasizes that the banking sector is crucial because it improves the well-being of a country's population and is essential for the growth of the economy [7]. ...
... The system is based on the HF platform and the Attribute-Based Access Control (ABAC) model. D. H. Shih et al. in [27], propose an access control system for the Industrial Internet of Things (IIoT) based on blockchain technology and attribute-based access control (ABAC). The proposed access control system aims to provide decentralized, fine-grained, and dynamic access control management for IIoT to address security issues and ensure secure transactions between manufacturers. ...
... This can be seen from Ahmar and Boj [7], Ahmar et al. [8], Singh et al. [9], and Shih et.al. [10] research, which shows that the SutteARIMA method has more accurate prediction results when compared to other methods [7]- [9]. Based on this, researchers are interested in comparing the SutteARIMA method with other methods on other data, namely the estimation of welfare cost data. ...
... In ref. [4], the authors proposed a collusion-resistant blockchain eauction to avoid collusion among buyers through introducing parameters with a stochastic nature that are part of the auction processes. To reduce the probability of overbidding (winner's curse), Shih et al. [10] proposed a blockchain-based auction system with price recommendation capabilities. The price recommender component gives the bidder the advantage by predicting the price (value) of the auctioned items. ...
... Location data are also regarded as a personal resource related to health because they relate to the health management of a person. (Shih et al. 2021). d) The sensory services give information or interactions in the environment or personal health devices. ...
... They proved that digitalising the RL and transportation activities with BT need changes in beliefs, policies, and practices. Shih et al. (2021) proposed a BT-based system to prevent fraudulent activities in the return and exchange of goods using smart contracts. It helps to reduce manpower for monitoring purposes and the import of counterfeit goods. ...
