44 Result(s)
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Chapter and Conference Paper
Basket Booster for Prototype-based Contrastive Learning in Next Basket Recommendation
Next basket recommendation seeks to model the correlation of items and mine users’ interests hidden in basket sequences, and tries to infer a set of items that tend to be adopted in the next session with the m...
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Chapter and Conference Paper
Module Architecture of Docker Image and Container Security
The security of Docker images has attracted a lot of attention recently, and the lack of content security checks on Docker images has led users to deploy vulnerable systems. In addition, malicious attackers ma...
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Chapter and Conference Paper
Improving Self-diet Management of Chronic Kidney Disease Patients Through Chatbots
The purpose of this study is to focus on patients with chronic kidney disease mainly. Through technological services and education, the LINE APP platform is used to build a chatbot for intervention so that pat...
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Chapter and Conference Paper
Research on Network Security Authentication Method Based on Data Mining Technology
In order to solve the problems of low authentication accuracy, long authentication time and poor authentication security in traditional network security authentication methods, this paper uses data mining tech...
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Chapter and Conference Paper
Automatic Summarization of Critical Threat Intelligence Using Transfer Learning
The advancement of hacking techniques has extended the sophistication of cyberattacks. Facing evolving cyberattacks, security officers need to acquire information about cyberattacks to gain visibility into the...
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Chapter and Conference Paper
Data Transmission Reliability Detection of Hybrid Information System Based on Smart Contract
There is a large amount of data in the information system, but the calculation process of the data transmission reliability detection method of the previous manual detection system is complex, and it is diffic...
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Chapter and Conference Paper
Difficulty-Aware Mixup for Replay-based Continual Learning
Deep neural networks suffer from the issue of catastrophic forgetting in the scenario of continual learning, causing a sudden deterioration in performance when training on new tasks. Replay-based methods, whic...
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Chapter and Conference Paper
Spatial-Temporal Graph Neural Network Framework with Multi-source Local and Global Information Fusion for Traffic Flow Forecasting
As the increasing population is causing a large amount of traffic congestion nowadays, accurate traffic flow forecasting (TFF) has become increasingly significant for smart cities. While some recurrent neural ...
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Chapter and Conference Paper
Leveraging Auxiliary Information from EMR for Weakly Supervised Pulmonary Nodule Detection
Pulmonary nodule detection from lung computed tomography (CT) scans has been an active clinical research direction, benefiting the early diagnosis of lung cancer related disease. However, state-of-the-art deep...
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Chapter and Conference Paper
Multi-hop Learning Promote Cooperation in Multi-agent Systems
The behavior of individuals maximizing their own benefits in some systems leads to decline of system performance. A challenge remains to promote and maintain cooperation between selfish individuals in multi-ag...
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Chapter and Conference Paper
Research into Performance Evaluation with the Application of DEA–A Case Study of Automobile Dealer
The Data Envelopment Analysis, DEA was adopted in this study to explore the relative operational efficiency of the 17 automobile dealers in Kaoshuing. In terms of factor selection criteria, the four input fact...
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Chapter and Conference Paper
Indoor Navigation Based on a Gait Recognition and Counting Scheme
GPS satellite positioning is currently a system used by people for navigation. As urban buildings become larger and their internal usages more diverse, the internal structure of the buildings turns into comple...
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Chapter and Conference Paper
Micro Physiological Vibration Detection for Human Heartbeats
The purpose of this investigation is to verify the accuracy and stability of a novel detection scheme based on pulsation micro-vibration signals. Different from traditional heart rate measurement, this scheme ...
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Chapter and Conference Paper
Two-Dimensional TRUS Image and Three-Dimensional MRI Prostate Image Fusion System
In the diagnosis of prostate disease, urologists examine the presence of fibrosis or tumors in the prostate tissue of patients by magnetic resonance imaging (MRI) and transrectal ultrasonography (TRUS). In gen...
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Chapter and Conference Paper
The Impact of the Observation Period for Detecting P2P Botnets on the Real Traffic Using BotCluster
In recent years, many studies on peer-to-peer (P2P) botnet detection have exhibited the excellent detection precision on synthetic logs collected from the testbed. However, most of them do not evaluate their ...
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Chapter and Conference Paper
A Secure User Authenticated Scheme in Intelligent Manufacturing System
In recently years, intelligent manufacturing system is getting gr...
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Chapter and Conference Paper
Coupling Relationship Construction of Key Elements in Emergency Intelligence with Big Data
With the development of information technology, the amount of data generated by people are increasing and accumulating at an unprecedented rate. For huge amounts of data and complex data structures, there are...
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Chapter and Conference Paper
Investigating the 3D Local Myocytes Arrangement in the Human LV Mid-Wall with the Transverse Angle
Myolaminar Layer Arrangement plays an essential role in cardiac biomechanics. In this preliminary study, we investigate the local 3D arrangement of the myocytes inside the sheets (layers) in three LV human he...
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Chapter and Conference Paper
Recognition and Counting of Motorcycles by Fusing Support Vector Machine and Deep Learning
In recent years, rapid growth of motorcycles enables a large number of traffic accidents. Hence, how to manage the traffic flow has been a hot topic. In this paper, we propose a method for recognizing and coun...
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Chapter and Conference Paper
Exploration on the Design of Sport Prescription and the Behavior of College Students
The results of this study show the college students’ personal test records, which the average index of college students’ cardiorespiratory strength (3 min) is 29.32, the average index of muscle fitness (1 min ...
