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Topic Review
Unsupervised Domain Adaptation for Image Classification
Unsupervised domain adaptation (UDA) is a transfer learning technique utilized in deep learning. UDA aims to reduce the distribution gap between labeled source and unlabeled target domains by adapting a model through fine-tuning. To reduce the domain divergence between the source and target domain, there are mainly two main types of UDA methods that have gained significant attention: discrepancy-based UDA methods and adversarial-based UDA methods.
  • 714
  • 31 May 2023
Topic Review
Using Homomorphic Encryption for Smart Metering Systems
Smart metering systems (SMSs) have been widely used by industrial users and residential customers for purposes such as real-time tracking, outage notification, quality monitoring, load forecasting, etc. Protecting data privacy for SMSs that considers trust boundaries (TBs) and computability using real-world data sets while providing privacy guarantees. The proposed framework uses homomorphic encryption (HE) as a primitive for security. HE can provide strong protection based on cryptography and data processing on encrypted data without first decrypting it.
  • 323
  • 31 May 2023
Topic Review
Wind–Solar Hybrid System Modeling
Wind–solar hybrid systems combine solar photovoltaic cells and wind turbines to produce power from both solar and wind energy.
  • 282
  • 31 May 2023
Topic Review
Knowledge Graph Entity Alignment
The objective of the entity alignment (EA) task is to identify entities with identical semantics across distinct knowledge graphs (KGs) situated in the real world, which has garnered extensive recognition in both academic and industrial circles.
  • 203
  • 31 May 2023
Topic Review
Human–Autonomous Taxis Interactions
With the increasing deployment of autonomous taxis in different cities around the world, recent studies have stressed the importance of developing new methods, models and tools for intuitive human–autonomous taxis interactions (HATIs). Street hailing is one example, where passengers would hail an autonomous taxi by simply waving a hand, exactly like they do for manned taxis.
  • 404
  • 30 May 2023
Topic Review
Local Explanation of Practical Industrial AI Applications
Numerous explainable artificial intelligence (XAI) use cases have been developed, to solve numerous real problems in industrial applications while maintaining the explainability level of the used artificial intelligence (AI) models to judge their quality and potentially hold the models accountable if they become corrupted. Therefore, understanding the state-of-the-art methods, pointing out issues, and deriving future directions are important to drive XAI research efficiently. 
  • 278
  • 30 May 2023
Topic Review
ChatGPT Training Process
According to numerous reports, ChatGPT represents a significant breakthrough in the field of artificial intelligence. ChatGPT is a pre-trained AI model designed to engage in natural language conversations, utilizing sophisticated techniques from Natural Language Processing (NLP), Supervised Learning, and Reinforcement Learning to comprehend and generate text comparable to human-generated text.
  • 2.0K
  • 29 May 2023
Topic Review
Mobile-Hypertensive Retinopathy
Hypertensive retinopathy (HR) is a serious eye disease that causes the retinal arteries to change. This change is mainly due to the fact of high blood pressure. Cotton wool patches, bleeding in the retina, and retinal artery constriction are affected lesions of HR symptoms.
  • 276
  • 29 May 2023
Topic Review
Intelligent Distributed Cyber-Physical Systems for Renewable Energy Communities
The Internet of Things (IoT) is transforming various domains, including smart energy management, by enabling the integration of complex digital and physical components in distributed cyber-physical systems (DCPSs). The design of DCPSs has so far been focused on performance-related, non-functional requirements.
  • 297
  • 29 May 2023
Topic Review
Applications of Big Data in the Aerospace Domain
The term Big Data (BD) refers to massive datasets deriving from multiple sources such as people, sensors, or machines. Big Data applications have attracted ever-increasing attention in several scientific and business domains. Biomedicine, transportation, entertainment, and aerospace are only a few examples of sectors which are increasingly dependent on applications, where knowledge is extracted from huge volumes of heterogeneous data. 
  • 319
  • 29 May 2023
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