Multi-disciplinary Trends in Artificial Intelligence
9th International Workshop, MIWAI 2015, Fuzhou, China, November 13-15, 2015, Proceedings
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28 Result(s)
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**anghan Zheng
English
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Article
Btda: basis transformation based distribution alignment for imbalanced semi-supervised learning
Semi-supervised learning (SSL) employs unlabeled data with limited labeled samples to enhance deep networks, but imbalance degrades performance due to biased pseudo-labels skewing decision boundaries. To addre...
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Chapter and Conference Paper
Rethinking Distribution Alignment for Inter-class Fairness
Semi-supervised learning (SSL) is a successful paradigm that can use unlabelled data to alleviate the labelling cost problem in supervised learning. However, the excellent performance brought by SSL does not t...
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Chapter and Conference Paper
A Privacy-Preserving Face Recognition Scheme Combining Homomorphic Encryption and Parallel Computing
Face recognition technology is widely used in various fields, such as law enforcement, payment systems, transportation, and access control. Traditional face authentication systems typically establish a facial ...
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Chapter and Conference Paper
Ethereum Public Opinion Analysis Based on Attention Mechanism
With the rapid development of Ethereum, vast amounts of data are recorded on the blockchain through transactions, encompassing diverse and extensive textual information. While Long Short-Term Memory (LSTM) mod...
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Article
Open AccessJoint computation offloading and deployment optimization in multi-UAV-enabled MEC systems
The combination of unmanned aerial vehicles (UAVs) and mobile edge computing (MEC) technology breaks through the limitations of traditional terrestrial communications. The effective line-of-sight channel provi...
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Article
Retinal image quality assessment for diabetic retinopathy screening: A survey
Retinal image quality assessment (RIQA) is one of the key components in screening for diabetic retinopathy (DR). As one of the most serious complications of diabetes, DR has become a leading cause of blindness...
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Article
Multimedia access control with secure provenance in fog-cloud computing networks
Multimedia data, ranging from text, audio, video to animation, undergoes intellectual property protection or has high sensitivity. To deal with privacy leakage during multimedia sharing and dissemination, it i...
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Article
Clustering based interest prediction in social networks
Efficient interest prediction for social networks is critical for both users and service providers for behavior analysis and a series of extension services. However, most existing approaches are inefficient, i...
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Chapter and Conference Paper
Multi-modal Feature Fusion Based on Variational Autoencoder for Visual Question Answering
Visual Question Answering (VQA) tasks must provide correct answers to the questions posed by given images. Such requirement has been a wide concern since this task was presented. VQA consists of four steps: im...
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Article
An efficient cascaded method for network intrusion detection based on extreme learning machines
Machine learning techniques are widely used for network intrusion detection (NID). However, it has to face the unbalance of training samples between classes as it is hard to collect samples of some intrusion c...
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Article
Open AccessEfficient pairing-free PRE schemes for multimedia data sharing in IoT
Nowadays, Internet of things (IoT) become more and more popular. At the same time, the requirements of security mechanism for multimedia in IoT received a huge concern. Multimedia data is easily shared by devi...
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Article
Deep learning based feature representation for automated skin histopathological image annotation
Automated annotation of skin biopsy histopathological images provides valuable information and supports for diagnosis, especially for the discrimination between malignant and benign lesions. Currently, compute...
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Article
Lattice assumption based fuzzy information retrieval scheme support multi-user for secure multimedia cloud
Multimedia cloud is novel computation paradigm which could leverage cloud infrastructure to store large quantity of multimedia documents and respond on the requests from customers. With the development of mult...
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Article
Open AccessFramework for context-aware computation offloading in mobile cloud computing
Computation offloading is a promising way to improve the performance as well as reducing the battery power consumption of a mobile application by executing some parts of the application on a remote server. Rec...
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Article
ELM-based spammer detection in social networks
Online social networks, such as Facebook, Twitter, and Weibo have played an important role in people’s common life. Most existing social network platforms, however, face the challenges of dealing with undesira...
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Article
Open AccessDistributed multi-hop clustering algorithm for VANETs based on neighborhood follow
Vehicular ad hoc networks (VANETs) have become important components of metropolitan area networks, and clustering for VANETS provides many advantages. However, the stability of current clustering algorithms exhib...
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Book and Conference Proceedings
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Book and Conference Proceedings
Cloud Computing and Big Data
Second International Conference, CloudCom-Asia 2015, Huangshan, China, June 17-19, 2015, Revised Selected Papers
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Chapter and Conference Paper
A System Architecture for Smart Health Services and Applications
Given the increasing social needs for high-quality health and medical services at a low cost, smart health has gained significant attention as the leader in achieving national happiness and next-generation gro...
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Chapter and Conference Paper
An Architecture-Based Autonomous Engine for Services Configuration and Deployment in Hybrid Clouds
As cloud computing offers scalability, extensibility, elasticity, flexibility and cost savings to the customers of cloud service providers, there is a growing trend towards migrating services to the cloud. Hyb...
