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Topic Review
Spatial Keyword Group Query
Location-based services have been commonly used in daily life. Spatial keyword query, as one of the important technologies in location-based services, has been widely used in many fields, such as intelligent navigation systems and spatial positioning systems. Different types of spatial keyword query problems have been studied in depth by scholars.
  • 263
  • 24 Nov 2023
Topic Review
Data-Driven Management of Vaccination
Vaccination is critical to preventing the spread of diseases. It stimulates the immune system to produce antibodies that fight specific diseases, eradicating and reducing their incidence.
  • 195
  • 24 Nov 2023
Topic Review
Adaptive Local Cross-Channel Interaction
Adding an attention module to the deep convolution semantic segmentation network has significantly enhanced the network performance. However, the existing channel attention module focusing on the channel dimension neglects the spatial relationship, causing location noise to transmit to the decoder.
  • 230
  • 24 Nov 2023
Topic Review
Use of Self-Supervised Learning against DDoS Attacks
The Internet of Things (IoT), projected to exceed 30 billion active device connections globally by 2025, presents an expansive attack surface. The frequent collection and dissemination of confidential data on these devices exposes them to significant security risks, including user information theft and denial-of-service attacks.
  • 255
  • 24 Nov 2023
Topic Review
Variants of Point Cloud Registration Algorithms
The registration of point clouds is relevant in many application domains, e.g., remote sensing, computer vision, robotics, autonomous driving, or healthcare. The general objective is to minimize the distances between overlapping point clouds.
  • 201
  • 24 Nov 2023
Topic Review
Dimensionality Reduction Techniques for Heart Rate Variability Analysis
Heart rate variability (HRV) has emerged as an essential non-invasive tool for understanding cardiac autonomic function over the last few decades. This can be attributed to the direct connection between the heart’s rhythm and the activity of the sympathetic and parasympathetic nervous systems. Different researchers have employed various dimensionality reduction methods to decrease the feature dimension of the HRV features.
  • 116
  • 24 Nov 2023
Topic Review
Basic Process of Binary Code Similarity Analysis
Against the backdrop of highly developed software engineering, code reuse has been widely recognized as an effective strategy to significantly alleviate the burden of development and enhance productivity. However, improper code citation could lead to security risks and license issues. With the source codes of many pieces of software being difficult to obtain, binary code similarity analysis (BCSA) has been extensively implemented in fields such as bug search, code clone detection, and patch analysis.
  • 315
  • 23 Nov 2023
Topic Review
Noise Suppression by Artificial Intelligence
Noise suppression algorithms have been used in various tasks such as computer vision, industrial inspection, and video surveillance, among others. Noise suppression has become a dynamic field within the domain of image processing. This is due to the fact that as technological advances emerge, a greater understanding of the scene in which a vision system is interacting is required.
  • 230
  • 23 Nov 2023
Topic Review
GIS and Reinforcement Learning for Aquaculture Disease Transmission
Aquaculture, a critical domain in sustainable food production, is increasingly relying on Geographic Information Systems (GIS) for disease transmission analysis. GIS, an advanced digital mapping and analytical tool, not only helps visualize the geographical spread of diseases but also discerns patterns and offers predictive insights. By integrating a variety of datasets, from environmental to biological, GIS enables comprehensive analysis of disease risk zones, facilitating preemptive measures and efficient resource allocation.
  • 393
  • 23 Nov 2023
Topic Review
Augmented Reality in Primary School Mathematics
Active learning, a student-centered approach, engages students in the learning process and requires them to solve problems using educational activities that enhance their learning outcomes. Augmented Reality (AR) has revolutionized the field of education by creating an intuitive environment where real and virtual objects interact, thereby facilitating the understanding of complex concepts. 
  • 159
  • 23 Nov 2023
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