Subject:
All Disciplines Arts & Humanities Biology & Life Sciences Business & Economics Chemistry & Materials Science Computer Science & Mathematics Engineering Environmental & Earth Sciences Medicine & Pharmacology Physical Sciences Public Health & Healthcare Social Sciences
Sort:
Hottest Latest Alphabetical (A-Z) Alphabetical (Z-A)
Type:
All Topic Review Biography
Topic Review
Cross-Modal Dynamic Attention Neural Architecture
Detecting anomalies in data streams from smart communication environments is a challenging problem that can benefit from novel learning techniques. The Attention Mechanism is a very promising architecture for addressing this problem. It allows the model to focus on specific parts of the input data when processing it, improving its ability to understand the meaning of specific parts in context and make more accurate predictions.
  • 185
  • 15 Sep 2023
Topic Review
Optimal Design of Neural Networks Based on FPGA
Deep learning based on neural network has been widely used in image recognition, speech recognition, natural language processing, automatic driving and other fields, and has made breakthrough progress. FPGA stands out in the field of accelerated deep learning with its flexible architecture and logical unit, high energy efficiency ratio, strong compatibility, low delay and other advantages.
  • 624
  • 15 Sep 2023
Topic Review
Anterior and Inferior Myocardial Infarctions Using UWB Radar
Despite significant improvement in prognosis, myocardial infarction (MI) remains a major cause of morbidity and mortality around the globe. MI is a life-threatening cardiovascular condition that requires prompt diagnosis and appropriate treatment. The combination of ultra-wideband (UWB) radar and machine learning (ML) approaches has shown significant potential to improve the diagnosis of various medical conditions. 
  • 290
  • 15 Sep 2023
Topic Review
Optimized Downlink Scheduling over Long-Term Evolution Network
Long-Term Evolution (LTE) technology is utilized efficiently for wireless broadband communication for mobile devices. It provides flexible bandwidth and frequency with high speed and peak data rates. Optimizing resource allocation is vital for improving the performance of the Long-Term Evolution (LTE) system and meeting the user’s quality of service (QoS) needs. The resource distribution in video streaming affects the LTE network performance, reducing network fairness and causing increased delay and lower data throughput. 
  • 185
  • 15 Sep 2023
Topic Review
Auction-based Learning for Knowledge Graph Question Answering
Knowledge graphs are graph-based data models which can represent real-time data that is constantly growing with the addition of new information. The question-answering systems over knowledge graphs (KGQA) retrieve answers to a natural language question from the knowledge graph. Most existing KGQA systems use static knowledge bases for offline training. After deployment, they fail to learn from unseen new entities added to the graph. There is a need for dynamic algorithms which can adapt to the evolving graphs and give interpretable results. The algorithms can adapt to changing environments in real-time, making them suitable for offline and online training. An auction algorithm computes paths connecting an origin node to one or more destination nodes in a directed graph and uses node prices to guide the search for the path. When new nodes and edges are dynamically added or removed in an evolving knowledge graph, the algorithm can adapt by reusing the prices of existing nodes and assigning arbitrary prices to the new nodes. For subsequent related searches, the “learned” prices provide the means to “transfer knowledge” and act as a “guide”: to steer it toward the lower-priced nodes.
  • 176
  • 15 Sep 2023
Topic Review
Malicious PDF Document Detection Methods
In network attacks based on malicious documents, the PDF document type accounts for a large proportion. Traditional PDF document detection technology usually builds a rule or feature library for specific vulnerabilities and therefore is only fit for single detection targets and lacks anti-detection ability.
  • 180
  • 15 Sep 2023
Topic Review
Industrial Drying Hopper Operations
The advancement of Industry 4.0 and smart manufacturing has made a large amount of industrial process data attainable with the use of sensors installed on machines. This stands true for Industrial Dryer Hoppers, which are used for most polymer manufacturing processes. Insights derived via AI from the collected data allow for improved processes and operations.
  • 218
  • 15 Sep 2023
Topic Review
Encryption and Compression Schemes Based on JPEG
Due to the excellent compression performance of JPEG, many schemes based on JPEG have been developed for the encryption and compression of digital images. According to the positioning of the encryption within the compression process, they can be classified into three categories: encryption before compression, joint compression and encryption, and compression before encryption. Encryption before compression means that the image is encrypted before JPEG compression. Typical methods include permutation encryption and some chaos-based encryption schemes that directly operate on the original image
  • 343
  • 15 Sep 2023
Topic Review
Cyber Resilience
Cyber resilience refers to an organization’s capability to maintain its targeted performance despite a cybersecurity breach.
  • 156
  • 15 Sep 2023
Topic Review
X-ray Images for Cargo Inspection of Nuclear Items
As part of establishing a management system to prevent the illegal transfer of nuclear items, automatic nuclear item detection technology is required during customs clearance. Multiple item insertions to respond to actual X-ray cargo inspection situations and the resulting occlusion expressions significantly affect the performance of the segmentation models.
  • 215
  • 15 Sep 2023
  • Page
  • of
  • 371
Featured Entry Collections
>>

Featured Books

>>
Encyclopedia of Social Sciences
Encyclopedia of COVID-19
Encyclopedia of Fungi
Encyclopedia of Digital Society, Industry 5.0 and Smart City
Video Production Service
Feedback